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test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/test.prm diff --git a/src/Learning/KWDRRuleLibrary/KWDRStringEncrypt.cpp b/src/Learning/KWDRRuleLibrary/KWDRStringEncrypt.cpp index b7e61a7b8..f6cb6ae3f 100644 --- a/src/Learning/KWDRRuleLibrary/KWDRStringEncrypt.cpp +++ b/src/Learning/KWDRRuleLibrary/KWDRStringEncrypt.cpp @@ -337,7 +337,7 @@ void KWDREncrypt::InitWorkingArrays(const Symbol& sKey) const { if (isalnum(i)) ivPureAlphanumChars.Add(i); - if (isprint(i) and not iscntrl(i) and not isalnum(i)) + if (p_isprint(i) and not isalnum(i)) ivPrintableNonAlphanumChars.Add(i); } @@ -367,7 +367,7 @@ void KWDREncrypt::InitWorkingArrays(const Symbol& sKey) const { // Caractere non imprimable transforme en blanc c = i; - if (c >= 128 or not(isprint(c) and not iscntrl(i))) + if (c >= 128 or not p_isprint(c)) c = ' '; // Prefixe underscore rajoute diff --git a/src/Learning/KWData/KWCLex.lex b/src/Learning/KWData/KWCLex.lex index 9f6768090..5d697d80a 100644 --- a/src/Learning/KWData/KWCLex.lex +++ b/src/Learning/KWData/KWCLex.lex @@ -252,7 +252,7 @@ name {letter}({letter}|{digit})* // Initialisation de la valeur du token c = yytext[0]; - if (not isprint(c)) + if (not p_isprint(c)) { sToken += '['; sToken += IntToString((int)c); @@ -271,7 +271,7 @@ name {letter}({letter}|{digit})* nCorrectedLineNumber--; break; } - if (not isprint(c)) + if (not p_isprint(c)) { if (sToken.GetLength() < nMaxLength) { diff --git a/src/Learning/KWData/KWDatabaseFormatDetector.cpp b/src/Learning/KWData/KWDatabaseFormatDetector.cpp index ec593d7a6..48c5cffc8 100644 --- a/src/Learning/KWData/KWDatabaseFormatDetector.cpp +++ b/src/Learning/KWData/KWDatabaseFormatDetector.cpp @@ -1227,7 +1227,7 @@ int KWDatabaseFormatDetector::ComputeSeparatorPriority(char cSeparator) const // Si non trouve, on prend le le cracater lui meme d'abord dans sa plage ascii, puis dans la plage ascii etendue if (nPriority == -1) { - if (isprint(cSeparator)) + if (p_isprint(cSeparator)) { if (cSeparator >= 0) nPriority = 1000 + cSeparator; diff --git a/src/Learning/KWDataPreparation/KWDataGridManager.cpp b/src/Learning/KWDataPreparation/KWDataGridManager.cpp index e09650127..9cbd962c4 100644 --- a/src/Learning/KWDataPreparation/KWDataGridManager.cpp +++ b/src/Learning/KWDataPreparation/KWDataGridManager.cpp @@ -2921,11 +2921,12 @@ void KWDataGridManager::SortAttributeParts(KWDGAttribute* sourceAttribute, KWDGA ObjectArray oaSourceParts; ObjectArray oaAssociations; KWSortableSymbol* association; - int nSource; - int n; KWDGPart* sourcePart; KWDGPart* groupedPart; IntVector ivRandomIndexes; + int nSource; + int nRandomIndex; + int n; require(sourceAttribute != NULL); require(groupedAttribute != NULL); @@ -2955,7 +2956,8 @@ void KWDataGridManager::SortAttributeParts(KWDGAttribute* sourceAttribute, KWDGA oaAssociations.SetSize(oaSourceParts.GetSize()); for (n = 0; n < ivRandomIndexes.GetSize(); n++) { - nSource = ivRandomIndexes.GetAt(n); + nRandomIndex = n; + nSource = ivRandomIndexes.GetAt(nRandomIndex); sourcePart = cast(KWDGPart*, oaSourceParts.GetAt(nSource)); // Recherche de la partie groupee correspondante @@ -2964,7 +2966,7 @@ void KWDataGridManager::SortAttributeParts(KWDGAttribute* sourceAttribute, KWDGA // Creation de l'association entre index de partie et premiere valeur du groupe association = new KWSortableSymbol; oaAssociations.SetAt(nSource, association); - association->SetIndex(nSource); + association->SetIndex(nRandomIndex); association->SetSortValue(groupedPart->GetValueSet()->GetHeadValue()->GetValue()); } @@ -2981,7 +2983,8 @@ void KWDataGridManager::SortAttributeParts(KWDGAttribute* sourceAttribute, KWDGA association = cast(KWSortableSymbol*, oaAssociations.GetAt(n)); // Recherche de la partie source - nSource = association->GetIndex(); + nRandomIndex = association->GetIndex(); + nSource = ivRandomIndexes.GetAt(nRandomIndex); sourcePart = cast(KWDGPart*, oaSourceParts.GetAt(nSource)); // Recherche de la partie groupee correspondante diff --git a/src/Learning/KWTest/Divers.cpp b/src/Learning/KWTest/Divers.cpp index 167f2219b..4d58dea84 100644 --- a/src/Learning/KWTest/Divers.cpp +++ b/src/Learning/KWTest/Divers.cpp @@ -1829,9 +1829,9 @@ void AnyCharFileGenerator() char cChar; FileService::OpenOutputFile(sFileName, fTest); - fTest - << "Index\tChar\t" - "\tisupper\tislower\tisdigit\tisxdigit\tisalnum\tisspace\tispunct\tisprint\tisgraph\tiscntrl\tisascii\n"; + fTest << "Index\tChar\t" + "\tisupper\tislower\tisdigit\tisxdigit\tisalnum\tisspace\tispunct\tp_" + "isprint\tisprint\tisgraph\tiscntrl\tisascii\n"; for (i = 0; i < 20; i++) { for (nChar = 1; nChar < 256; nChar++) @@ -1861,6 +1861,7 @@ void AnyCharFileGenerator() fTest << (isalnum(nChar) != 0) << "\t"; fTest << (isspace(nChar) != 0) << "\t"; fTest << (ispunct(nChar) != 0) << "\t"; + fTest << (p_isprint(nChar) != 0) << "\t"; fTest << (isprint(nChar) != 0) << "\t"; fTest << (isgraph(nChar) != 0) << "\t"; fTest << (iscntrl(nChar) != 0) << "\t"; diff --git a/src/Learning/KWTest/KWTextParser.cpp b/src/Learning/KWTest/KWTextParser.cpp index 8932c880d..3363dc4a2 100644 --- a/src/Learning/KWTest/KWTextParser.cpp +++ b/src/Learning/KWTest/KWTextParser.cpp @@ -385,7 +385,7 @@ void KWTextParser::BuildLineWordDictionary(char* sLine, ObjectDictionary* odWord if (bInspectChars) { cout << i << "\t" << cLineChar << "\t" << isalnum(cLineChar) << "\t" << ispunct(cLineChar) - << "\t" << isspace(cLineChar) << "\t" << isprint(cLineChar) << endl; + << "\t" << isspace(cLineChar) << "\t" << p_isprint(cLineChar) << endl; } // Transformation des caracteres accentues diff --git a/src/Norm/base/Portability.h b/src/Norm/base/Portability.h index 01705253f..041da8679 100644 --- a/src/Norm/base/Portability.h +++ b/src/Norm/base/Portability.h @@ -216,6 +216,7 @@ FILE* p_fopen(const char* filename, const char* mode); char* p_strcpy(char* strDestination, const char* strSource); char* p_strncpy(char* strDest, const char* strSource, size_t count); char* p_strcat(char* strDestination, const char* strSource); +int p_isprint(int ch); // Le locale de l'application est parametre de facon a etre independant de la machine, // pour assurer l'unicite des conversions numeriques et de leur format d'export, des tris, @@ -396,3 +397,14 @@ inline char* p_strcat(char* strDestination, const char* strSource) } #endif // _WIN32 + +//////////////////////////////////////////////////// +// Implementation portable pour tous les OS + +// isprint a un comportement qui depend de l'OS et de la locale +// Par exemple; la tabulation est printbale sous Windows, mais pas sous linux +// Limplementation ci-dessous est portable sur tous les OS testes (Windows, Linux, MAC) +inline int p_isprint(int ch) +{ + return (0 <= ch and ch < 128 and isprint(ch) and not iscntrl(ch)); +} diff --git a/test/LearningTest/TestCoclustering/Standard/Adult2varsTiny/results.ref/Coclustering.khc b/test/LearningTest/TestCoclustering/Standard/Adult2varsTiny/results.ref/Coclustering.khc new file mode 100644 index 000000000..351249087 --- /dev/null +++ b/test/LearningTest/TestCoclustering/Standard/Adult2varsTiny/results.ref/Coclustering.khc @@ -0,0 +1,83 @@ +#Khiops 10.1.5 +Short description +Dimensions 2 +Name Type Parts Initial parts Values Interest Description +occupation Categorical 3 3 12 1 +education Categorical 3 3 13 1 + +Coclustering stats +Instances 240 +Cells 9 +Null cost 1066.368632 +Cost 1051.316663 +Level 0.01411516443 +Initial dimensions 2 +Frequency variable +Dictionary Adult +Database ../../../datasets/Adult/Adult.txt +Sample percentage 0.5 +Sampling mode Include sample +Selection variable native_country +Selection value United-States + +Hierarchy occupation +Cluster ParentCluster Frequency Interest HierarchicalLevel Rank HierarchicalRank +{Prof-specialty, Exec-managerial, Protective-serv, ...} A2 90 1 1 1 6 +{Other-service, Craft-repair, Transport-moving} A4 70 0.812391 1 3 6 +{Sales, Farming-fishing, Adm-clerical, ...} A4 80 0.655405 1 5 6 +A2 240 0.830416 -0.727419 2 3 +A4 A2 150 0.728665 0.72783 4 5 + +Hierarchy education +Cluster ParentCluster Frequency Interest HierarchicalLevel Rank HierarchicalRank +{Bachelors, Masters, Assoc-voc, ...} B1 83 1 1 1 6 +{HS-grad, 11th, 10th, ...} B3 105 0.903801 1 3 6 +{Some-college, 9th} B3 52 0.59125 1 5 6 +B1 240 0.869351 0 2 2 +B3 B1 157 0.800281 0.696343 4 4 + +Composition occupation +Cluster Value Frequency Typicality +{Prof-specialty, Exec-managerial, Protective-serv, ...} Prof-specialty 54 1 +{Prof-specialty, Exec-managerial, Protective-serv, ...} Exec-managerial 23 0.342621 +{Prof-specialty, Exec-managerial, Protective-serv, ...} Protective-serv 6 0.148043 +{Prof-specialty, Exec-managerial, Protective-serv, ...} Tech-support 7 0.0502739 +{Prof-specialty, Exec-managerial, Protective-serv, ...} * 0 0 +{Other-service, Craft-repair, Transport-moving} Other-service 33 1 +{Other-service, Craft-repair, Transport-moving} Craft-repair 27 0.682053 +{Other-service, Craft-repair, Transport-moving} Transport-moving 10 0.398653 +{Sales, Farming-fishing, Adm-clerical, ...} Sales 27 1 +{Sales, Farming-fishing, Adm-clerical, ...} Farming-fishing 11 0.631255 +{Sales, Farming-fishing, Adm-clerical, ...} Adm-clerical 21 0.428212 +{Sales, Farming-fishing, Adm-clerical, ...} Handlers-cleaners 12 0.37083 +{Sales, Farming-fishing, Adm-clerical, ...} Machine-op-inspct 9 0.322156 + +Composition education +Cluster Value Frequency Typicality +{Bachelors, Masters, Assoc-voc, ...} Bachelors 39 1 +{Bachelors, Masters, Assoc-voc, ...} Masters 14 0.756619 +{Bachelors, Masters, Assoc-voc, ...} Assoc-voc 10 0.272011 +{Bachelors, Masters, Assoc-voc, ...} Assoc-acdm 10 0.245697 +{Bachelors, Masters, Assoc-voc, ...} Prof-school 4 0.220568 +{Bachelors, Masters, Assoc-voc, ...} Doctorate 2 0.166163 +{Bachelors, Masters, Assoc-voc, ...} 12th 4 0.143425 +{Bachelors, Masters, Assoc-voc, ...} * 0 0 +{HS-grad, 11th, 10th, ...} HS-grad 82 1 +{HS-grad, 11th, 10th, ...} 11th 12 0.318105 +{HS-grad, 11th, 10th, ...} 10th 8 0.271284 +{HS-grad, 11th, 10th, ...} 7th-8th 3 0.0969771 +{Some-college, 9th} Some-college 47 1 +{Some-college, 9th} 9th 5 0.300942 + +Cells +occupation education Frequency +{Prof-specialty, Exec-managerial, Protective-serv, ...} {Bachelors, Masters, Assoc-voc, ...} 60 +{Sales, Farming-fishing, Adm-clerical, ...} {HS-grad, 11th, 10th, ...} 52 +{Other-service, Craft-repair, Transport-moving} {HS-grad, 11th, 10th, ...} 42 +{Other-service, Craft-repair, Transport-moving} {Some-college, 9th} 25 +{Sales, Farming-fishing, Adm-clerical, ...} {Bachelors, Masters, Assoc-voc, ...} 20 +{Prof-specialty, Exec-managerial, Protective-serv, ...} {Some-college, 9th} 19 +{Prof-specialty, Exec-managerial, Protective-serv, ...} {HS-grad, 11th, 10th, ...} 11 +{Sales, Farming-fishing, Adm-clerical, ...} {Some-college, 9th} 8 +{Other-service, Craft-repair, Transport-moving} {Bachelors, Masters, Assoc-voc, ...} 3 + diff --git a/test/LearningTest/TestCoclustering/Standard/Adult2varsTiny/results.ref/Coclustering.khcj b/test/LearningTest/TestCoclustering/Standard/Adult2varsTiny/results.ref/Coclustering.khcj new file mode 100644 index 000000000..c90a62679 --- /dev/null +++ b/test/LearningTest/TestCoclustering/Standard/Adult2varsTiny/results.ref/Coclustering.khcj @@ -0,0 +1,221 @@ +{ + "tool": "Khiops Coclustering", + "version": "10.1.5", + "shortDescription": "", + "coclusteringReport": { + "summary": { + "instances": 240, + "cells": 9, + "nullCost": 1066.368632, + "cost": 1051.316663, + "level": 0.01411516443, + "initialDimensions": 2, + "frequencyVariable": "", + "dictionary": "Adult", + "database": "..\/..\/..\/datasets\/Adult\/Adult.txt", + "samplePercentage": 0.5, + "samplingMode": "Include sample", + "selectionVariable": "native_country", + "selectionValue": "United-States" + }, + "dimensionSummaries": [ + { + "name": "occupation", + "type": "Categorical", + "parts": 3, + "initialParts": 3, + "values": 12, + "interest": 1, + "description": "" + }, + { + "name": "education", + "type": "Categorical", + "parts": 3, + "initialParts": 3, + "values": 13, + "interest": 1, + "description": "" + } + ], + "dimensionPartitions": [ + { + "name": "occupation", + "type": "Categorical", + "valueGroups": [ + { + "cluster": "{Prof-specialty, Exec-managerial, Protective-serv, ...}", + "values": ["Prof-specialty","Exec-managerial","Protective-serv","Tech-support"], + "valueFrequencies": [54,23,6,7], + "valueTypicalities": [1,0.342621,0.148043,0.0502739] + }, + { + "cluster": "{Other-service, Craft-repair, Transport-moving}", + "values": ["Other-service","Craft-repair","Transport-moving"], + "valueFrequencies": [33,27,10], + "valueTypicalities": [1,0.682053,0.398653] + }, + { + "cluster": "{Sales, Farming-fishing, Adm-clerical, ...}", + "values": ["Sales","Farming-fishing","Adm-clerical","Handlers-cleaners","Machine-op-inspct"], + "valueFrequencies": [27,11,21,12,9], + "valueTypicalities": [1,0.631255,0.428212,0.37083,0.322156] + } + ], + "defaultGroupIndex": 0 + }, + { + "name": "education", + "type": "Categorical", + "valueGroups": [ + { + "cluster": "{Bachelors, Masters, Assoc-voc, ...}", + "values": ["Bachelors","Masters","Assoc-voc","Assoc-acdm","Prof-school","Doctorate","12th"], + "valueFrequencies": [39,14,10,10,4,2,4], + "valueTypicalities": [1,0.756619,0.272011,0.245697,0.220568,0.166163,0.143425] + }, + { + "cluster": "{HS-grad, 11th, 10th, ...}", + "values": ["HS-grad","11th","10th","7th-8th"], + "valueFrequencies": [82,12,8,3], + "valueTypicalities": [1,0.318105,0.271284,0.0969771] + }, + { + "cluster": "{Some-college, 9th}", + "values": ["Some-college","9th"], + "valueFrequencies": [47,5], + "valueTypicalities": [1,0.300942] + } + ], + "defaultGroupIndex": 0 + } + ], + "dimensionHierarchies": [ + { + "name": "occupation", + "type": "Categorical", + "clusters": [ + { + "cluster": "{Prof-specialty, Exec-managerial, Protective-serv, ...}", + "parentCluster": "A2", + "frequency": 90, + "interest": 1, + "hierarchicalLevel": 1, + "rank": 1, + "hierarchicalRank": 6, + "isLeaf": true + }, + { + "cluster": "{Other-service, Craft-repair, Transport-moving}", + "parentCluster": "A4", + "frequency": 70, + "interest": 0.812391, + "hierarchicalLevel": 1, + "rank": 3, + "hierarchicalRank": 6, + "isLeaf": true + }, + { + "cluster": "{Sales, Farming-fishing, Adm-clerical, ...}", + "parentCluster": "A4", + "frequency": 80, + "interest": 0.655405, + "hierarchicalLevel": 1, + "rank": 5, + "hierarchicalRank": 6, + "isLeaf": true + }, + { + "cluster": "A2", + "parentCluster": "", + "frequency": 240, + "interest": 0.830416, + "hierarchicalLevel": -0.727419, + "rank": 2, + "hierarchicalRank": 3, + "isLeaf": false + }, + { + "cluster": "A4", + "parentCluster": "A2", + "frequency": 150, + "interest": 0.728665, + "hierarchicalLevel": 0.72783, + "rank": 4, + "hierarchicalRank": 5, + "isLeaf": false + } + ] + }, + { + "name": "education", + "type": "Categorical", + "clusters": [ + { + "cluster": "{Bachelors, Masters, Assoc-voc, ...}", + "parentCluster": "B1", + "frequency": 83, + "interest": 1, + "hierarchicalLevel": 1, + "rank": 1, + "hierarchicalRank": 6, + "isLeaf": true + }, + { + "cluster": "{HS-grad, 11th, 10th, ...}", + "parentCluster": "B3", + "frequency": 105, + "interest": 0.903801, + "hierarchicalLevel": 1, + "rank": 3, + "hierarchicalRank": 6, + "isLeaf": true + }, + { + "cluster": "{Some-college, 9th}", + "parentCluster": "B3", + "frequency": 52, + "interest": 0.59125, + "hierarchicalLevel": 1, + "rank": 5, + "hierarchicalRank": 6, + "isLeaf": true + }, + { + "cluster": "B1", + "parentCluster": "", + "frequency": 240, + "interest": 0.869351, + "hierarchicalLevel": 0, + "rank": 2, + "hierarchicalRank": 2, + "isLeaf": false + }, + { + "cluster": "B3", + "parentCluster": "B1", + "frequency": 157, + "interest": 0.800281, + "hierarchicalLevel": 0.696343, + "rank": 4, + "hierarchicalRank": 4, + "isLeaf": false + } + ] + } + ], + "cellPartIndexes": [ + [0,0], + [2,1], + [1,1], + [1,2], + [2,0], + [0,2], + [0,1], + [2,2], + [1,0] + ], + "cellFrequencies": [60,52,42,25,20,19,11,8,3] + }, + "khiops_encoding": "ascii" +} diff --git a/test/LearningTest/TestCoclustering/Standard/Adult2varsTiny/results.ref/err.txt b/test/LearningTest/TestCoclustering/Standard/Adult2varsTiny/results.ref/err.txt new file mode 100644 index 000000000..34cf96154 --- /dev/null +++ b/test/LearningTest/TestCoclustering/Standard/Adult2varsTiny/results.ref/err.txt @@ -0,0 +1,7 @@ +Database ../../../datasets/Adult/Adult.txt : Read records: 48,842 Selected records: 240 + 0:00:00 Write intermediate coclustering report Coclustering(1).khc Level: 0.0137204 Size: 3*5 + 0:00:00 Write intermediate coclustering report Coclustering(2).khc Level: 0.0137755 Size: 2*3 + 0:00:00 Write intermediate coclustering report Coclustering(3).khc Level: 0.0141152 Size: 3*3 +Write coclustering report ./results\Coclustering.khc +Coclustering analysis time: 0:00:00.05 + diff --git a/test/LearningTest/TestCoclustering/Standard/Adult2varsTiny/results.ref/time.log b/test/LearningTest/TestCoclustering/Standard/Adult2varsTiny/results.ref/time.log new file mode 100644 index 000000000..5c68c697e --- /dev/null +++ b/test/LearningTest/TestCoclustering/Standard/Adult2varsTiny/results.ref/time.log @@ -0,0 +1 @@ +Overal time: 0.4202566146850586 diff --git a/test/LearningTest/TestCoclustering/Standard/Adult2varsTiny/test.prm b/test/LearningTest/TestCoclustering/Standard/Adult2varsTiny/test.prm new file mode 100644 index 000000000..e5c3917fc --- /dev/null +++ b/test/LearningTest/TestCoclustering/Standard/Adult2varsTiny/test.prm @@ -0,0 +1,45 @@ +// Mon Jul 11 10:35:30 2011 +// C:\Users\boullema\Learning\Win32\debug\MODL_Coclustering +// Output command file +// +//This file contains recorded commands, that can be replayed. +//Commands are based on user interactions: +// field update +// list item selection +// menu action +//Every command can be commented, using //. +//For example, commenting the last Exit command will allow other +//user interactions, after the commands have been replayed. +// +// + +// -> Khiops Coclustering +ClassManagement.OpenFile // Open... + +// -> Open +ClassFileName ../../../datasets/Adult/Adult.kdic // Dictionary file +OK // Open +// <- Open + +Database.DatabaseFiles.List.Key Adult // List item selection +Database.DatabaseFiles.DataTableName ../../../datasets/Adult/Adult.txt // Database file +Database.SampleNumberPercentage 0.5 // Sample percentage +Database.SelectionAttribute native_country // Selection variable +Database.SelectionValue United-States // Selection value + +AnalysisSpec.CoclusteringParameters.Attributes.InsertItemAfter // Insert variable +AnalysisSpec.CoclusteringParameters.Attributes.Name occupation // Name +AnalysisSpec.CoclusteringParameters.Attributes.InsertItemAfter // Insert variable +AnalysisSpec.CoclusteringParameters.Attributes.Name education // Name + +AnalysisSpec.SystemParameters.OptimizationTime 0 // Optimization time in seconds +AnalysisResults.ResultFilesDirectory ./results // Result files directory +BuildCoclustering // Build coclustering + +Exit // Close +// <- Khiops Coclustering + + +// -> Khiops Coclustering +OK // Close +// <- Khiops Coclustering diff --git a/test/LearningTest/TestCoclustering/Standard/FormatFichier/Couple.kdic b/test/LearningTest/TestCoclustering/Standard/FormatFichier/Couple.kdic new file mode 100644 index 000000000..81d270f8e --- /dev/null +++ b/test/LearningTest/TestCoclustering/Standard/FormatFichier/Couple.kdic @@ -0,0 +1,8 @@ +#Khiops 8.0.1 + +Dictionary Couple +{ + Numerical fre ; + Categorical ver ; + Categorical nom ; +}; diff --git a/test/LearningTest/TestCoclustering/Standard/FormatFichier/CoupleANSI.txt b/test/LearningTest/TestCoclustering/Standard/FormatFichier/CoupleANSI.txt new file mode 100644 index 000000000..bbe881667 --- /dev/null +++ b/test/LearningTest/TestCoclustering/Standard/FormatFichier/CoupleANSI.txt @@ -0,0 +1,8153 @@ +fre ver nom +1 "abaisser" "moitié" +4 "abaisser" "pâte" +2 "abaisser" "pâte-brisée" +1 "abaisser" "pâte-feuilletée" +1 "abaisser" "reste" +1 "abaisser" "température" +1 "abaisser" "trois-quarts" +1 "abîmer" "coque" +1 "abîmer" "croûte" +1 "abîmer" "écorce" +1 "abîmer" "paroi" +1 "abîmer" "peau" +3 "absorber" "eau" +1 "absorber" "excès" +1 "absorber" "gras" +1 "absorber" "jaune" +1 "absorber" "maximum" +1 "absorber" "surplus" +2 "accélérer" "cuisson" +1 "accentuer" "côté" +1 "accentuer" "onctuosité" +2 "accompagner" "barbecue" +2 "accompagner" "beignet" +1 "accompagner" "brick" +2 "accompagner" "cake" +1 "accompagner" "coquillage" +1 "accompagner" "courgette" +1 "accompagner" "croûton" +1 "accompagner" "dégustation" +1 "accompagner" "dune" +4 "accompagner" "entrée" +1 "accompagner" "foie-gras" +1 "accompagner" "galette" +1 "accompagner" "grillade" +1 "accompagner" "maquereau" +1 "accompagner" "papillote" +6 "accompagner" "plat" +1 "accompagner" "pois-chiche" +1 "accompagner" "poisson" +1 "accompagner" "quiche" +1 "accompagner" "repas" +3 "accompagner" "salade" +1 "accompagner" "soupe" +1 "accompagner" "tarte" +2 "accompagner" "terrine" +1 "accompagner" "tout" +1 "accompagner" "tranche-de-pain" +2 "accompagner" "velouté" +1 "accompagner" "verrine" +2 "accompagner" "viande" +1 "accompagner" "volaille" +1 "acheter" "baguette" +1 "acheter" "bocal" +1 "acheter" "lardon" +1 "acheter" "pain" +2 "acheter" "pâte" +1 "acheter" "poivron" +1 "acheter" "roquette" +1 "acheter" "salade" +2 "acheter" "tranche" +1 "achever" "cuisson" +1 "aciduler" "pomme" +1 "adapter" "assaisonnement" +1 "adapter" "dose" +3 "adapter" "quantité" +5 "adapter" "recette" +1 "additionner" "cuillère" +1 "additionner" "moitié" +1 "adjoindre" "dé" +1 "adorer" "endive" +1 "adorer" "recette" +1 "adorer" "soupe" +1 "adoucir" "goût" +1 "aérer" "grain" +1 "affleurer" "chou-fleur" +2 "agrémenter" "assiette" +1 "agrémenter" "plumet" +1 "agrémenter" "salade" +1 "agrémenter" "soupe" +1 "agrémenter" "tarte" +1 "aider" "ail" +1 "aimer" "ail" +1 "aimer" "chou" +1 "aimer" "consommé" +1 "aimer" "eau" +1 "aimer" "épice" +2 "aimer" "escargot" +2 "aimer" "fromage" +3 "aimer" "goût" +1 "aimer" "grillade" +1 "aimer" "mélange" +1 "aimer" "mets" +1 "aimer" "miel" +1 "aimer" "pâté" +1 "aimer" "pizza" +2 "aimer" "plat" +1 "aimer" "poivron" +1 "aimer" "potiron" +1 "aimer" "salade" +1 "aimer" "sauce" +1 "aimer" "saumon" +3 "aimer" "soupe" +3 "aimer" "sucré" +1 "ajouter" "2ème" +1 "ajouter" "agar-agar" +1 "ajouter" "agneau" +53 "ajouter" "ail" +2 "ajouter" "amande" +2 "ajouter" "anchois" +4 "ajouter" "aneth" +2 "ajouter" "appareil" +1 "ajouter" "armagnac" +3 "ajouter" "aromate" +1 "ajouter" "artichaut" +3 "ajouter" "asperge" +3 "ajouter" "assaisonnement" +5 "ajouter" "aubergine" +1 "ajouter" "avant" +3 "ajouter" "avocat" +1 "ajouter" "avoine" +1 "ajouter" "bacon" +1 "ajouter" "barquette" +20 "ajouter" "basilic" +1 "ajouter" "bâton" +2 "ajouter" "bâtonnet" +2 "ajouter" "béchamel" +3 "ajouter" "betterave" +26 "ajouter" "beurre" +2 "ajouter" "bière" +1 "ajouter" "biscuit" +2 "ajouter" "bisque" +6 "ajouter" "blanc" +1 "ajouter" "blanc-de-poulet" +4 "ajouter" "blanc-d'oeufs" +2 "ajouter" "blette" +2 "ajouter" "bocal" +1 "ajouter" "boeuf" +1 "ajouter" "bois" +13 "ajouter" "boîte" +1 "ajouter" "bol" +3 "ajouter" "bonne" +1 "ajouter" "boudin" +33 "ajouter" "bouillon" +1 "ajouter" "boule" +6 "ajouter" "bouquet" +6 "ajouter" "bouquet-garni" +3 "ajouter" "branche" +3 "ajouter" "brin" +1 "ajouter" "brique" +1 "ajouter" "briquette" +1 "ajouter" "brisure" +2 "ajouter" "brocoli" +1 "ajouter" "bulbe" +1 "ajouter" "cacahuète" +1 "ajouter" "calamar" +1 "ajouter" "calvados" +1 "ajouter" "canard" +3 "ajouter" "cannelle" +1 "ajouter" "cantal" +6 "ajouter" "câpre" +1 "ajouter" "carcasse" +1 "ajouter" "cardamome" +26 "ajouter" "carotte" +1 "ajouter" "carré" +6 "ajouter" "céleri" +1 "ajouter" "cèpe" +1 "ajouter" "céréale" +1 "ajouter" "cerfeuil" +3 "ajouter" "cerneau" +6 "ajouter" "chair" +1 "ajouter" "chair-à-saucisse" +20 "ajouter" "champignon" +3 "ajouter" "champignon-de-Paris" +2 "ajouter" "chapeau" +3 "ajouter" "chapelure" +1 "ajouter" "châtaigne" +1 "ajouter" "cheddar" +6 "ajouter" "chèvre" +2 "ajouter" "chicon" +2 "ajouter" "chorizo" +2 "ajouter" "chou" +2 "ajouter" "chou-fleur" +1 "ajouter" "chute" +1 "ajouter" "ciboule" +21 "ajouter" "ciboulette" +2 "ajouter" "cidre" +5 "ajouter" "citron" +1 "ajouter" "citrouille" +1 "ajouter" "cive" +1 "ajouter" "coeur" +1 "ajouter" "coeur-d'artichaut" +1 "ajouter" "coffre" +7 "ajouter" "cognac" +1 "ajouter" "coing" +1 "ajouter" "colorant" +1 "ajouter" "comté" +14 "ajouter" "concentré" +7 "ajouter" "concombre" +2 "ajouter" "condiment" +3 "ajouter" "contenu" +2 "ajouter" "coppa" +1 "ajouter" "coquillage" +3 "ajouter" "coquille" +1 "ajouter" "coquille-Saint-Jacques" +1 "ajouter" "coquille-St-Jacques" +2 "ajouter" "coquillette" +2 "ajouter" "corail" +8 "ajouter" "coriandre" +2 "ajouter" "cornichon" +1 "ajouter" "côte-de-porc" +7 "ajouter" "couche" +1 "ajouter" "coulis" +4 "ajouter" "courge" +16 "ajouter" "courgette" +8 "ajouter" "crabe" +114 "ajouter" "crème" +2 "ajouter" "crème-fouettée" +109 "ajouter" "crème-fraîche" +1 "ajouter" "crêpe" +28 "ajouter" "crevette" +1 "ajouter" "crottin" +8 "ajouter" "croûton" +1 "ajouter" "crudité" +23 "ajouter" "cube" +45 "ajouter" "cuillère" +1 "ajouter" "cuisse" +6 "ajouter" "cumin" +4 "ajouter" "curcuma" +12 "ajouter" "curry" +32 "ajouter" "dé" +1 "ajouter" "déco" +1 "ajouter" "demi-bouteille" +1 "ajouter" "demie" +1 "ajouter" "demi-litre" +2 "ajouter" "doigt" +1 "ajouter" "dose" +41 "ajouter" "eau" +2 "ajouter" "eau-chaude" +27 "ajouter" "échalote" +1 "ajouter" "éclat" +1 "ajouter" "élément" +3 "ajouter" "emmental" +1 "ajouter" "encornet" +6 "ajouter" "endive" +19 "ajouter" "épice" +5 "ajouter" "épinard" +9 "ajouter" "escargot" +1 "ajouter" "estragon" +1 "ajouter" "faisan" +1 "ajouter" "faisselle" +1 "ajouter" "fane" +1 "ajouter" "farce" +59 "ajouter" "farine" +3 "ajouter" "fécule" +2 "ajouter" "fenouil" +20 "ajouter" "feuille" +2 "ajouter" "fève" +1 "ajouter" "figue" +32 "ajouter" "filet" +3 "ajouter" "fine-herbe" +1 "ajouter" "flan" +3 "ajouter" "fleur-de-sel" +1 "ajouter" "fleurette" +1 "ajouter" "flocon-d'avoine" +5 "ajouter" "foie" +4 "ajouter" "foie-gras" +6 "ajouter" "fond" +1 "ajouter" "fourme" +1 "ajouter" "framboise" +20 "ajouter" "fromage" +11 "ajouter" "fromage-blanc" +6 "ajouter" "fromage-de-chèvre" +2 "ajouter" "fruits-de-mer" +1 "ajouter" "fruit-sec" +3 "ajouter" "fumet" +2 "ajouter" "gamba" +2 "ajouter" "garniture" +3 "ajouter" "gélatine" +5 "ajouter" "gelée" +5 "ajouter" "gingembre" +3 "ajouter" "girolle" +1 "ajouter" "glaçage" +2 "ajouter" "glaçon" +1 "ajouter" "golmotte" +1 "ajouter" "gouda" +3 "ajouter" "gousse" +10 "ajouter" "gousse-d'ail" +1 "ajouter" "goutte" +4 "ajouter" "gouttes" +7 "ajouter" "grain" +1 "ajouter" "grain-de-raisin" +1 "ajouter" "graisse" +1 "ajouter" "grand" +1 "ajouter" "groseille" +27 "ajouter" "gruyère" +3 "ajouter" "hachis" +1 "ajouter" "haddock" +5 "ajouter" "haricot" +2 "ajouter" "haricot-blanc" +2 "ajouter" "haricot-rouge" +5 "ajouter" "haricot-vert" +18 "ajouter" "herbe" +1 "ajouter" "homard" +56 "ajouter" "huile" +3 "ajouter" "huître" +16 "ajouter" "ingrédient" +10 "ajouter" "jambon" +23 "ajouter" "jaune" +12 "ajouter" "jaune-d'oeuf" +1 "ajouter" "julienne" +58 "ajouter" "jus" +2 "ajouter" "ketchup" +4 "ajouter" "la" +63 "ajouter" "lait" +1 "ajouter" "lait-concentré" +11 "ajouter" "lait-de-coco" +7 "ajouter" "lamelle" +4 "ajouter" "lanière" +1 "ajouter" "lapin" +2 "ajouter" "lard" +24 "ajouter" "lardon" +1 "ajouter" "larme" +7 "ajouter" "laurier" +27 "ajouter" "légume" +2 "ajouter" "légume-vert" +7 "ajouter" "lentille" +2 "ajouter" "levain" +9 "ajouter" "levure" +1 "ajouter" "liqueur" +3 "ajouter" "litre" +2 "ajouter" "louche" +1 "ajouter" "macaroni" +1 "ajouter" "macédoine-de-légumes" +1 "ajouter" "mâche" +1 "ajouter" "macreuse" +4 "ajouter" "maïs" +4 "ajouter" "maïzena" +1 "ajouter" "mangue" +1 "ajouter" "manioc" +1 "ajouter" "margarine" +2 "ajouter" "marinade" +2 "ajouter" "maroilles" +1 "ajouter" "marron" +13 "ajouter" "mayonnais" +1 "ajouter" "mayonnaise" +21 "ajouter" "mélange" +1 "ajouter" "melon" +3 "ajouter" "menthe" +1 "ajouter" "mesclun" +6 "ajouter" "miel" +3 "ajouter" "miette" +1 "ajouter" "mimolette" +12 "ajouter" "moitié" +20 "ajouter" "morceau" +3 "ajouter" "morille" +9 "ajouter" "moule" +8 "ajouter" "moutarde" +3 "ajouter" "mozzarella" +13 "ajouter" "muscade" +1 "ajouter" "muscat" +1 "ajouter" "navet" +3 "ajouter" "noisette" +2 "ajouter" "noisette-de-beurre" +22 "ajouter" "noix" +2 "ajouter" "noix-de-cajou" +3 "ajouter" "nouille" +51 "ajouter" "oeuf" +2 "ajouter" "oeuf-dur" +40 "ajouter" "oignon" +15 "ajouter" "olive" +2 "ajouter" "olive-noire" +3 "ajouter" "olive-verte" +1 "ajouter" "origan" +1 "ajouter" "ortie" +1 "ajouter" "pain-d'épice" +1 "ajouter" "panais" +4 "ajouter" "paprika" +3 "ajouter" "parmesan" +1 "ajouter" "partie" +1 "ajouter" "parure" +1 "ajouter" "pastis" +1 "ajouter" "pâte" +1 "ajouter" "pâte-feuilletée" +11 "ajouter" "pâtes" +1 "ajouter" "pâtisson" +1 "ajouter" "pépite" +45 "ajouter" "persil" +1 "ajouter" "persillade" +1 "ajouter" "petit" +8 "ajouter" "petit-pois" +2 "ajouter" "petit-suisse" +1 "ajouter" "pétoncle" +1 "ajouter" "pied" +12 "ajouter" "pignon" +14 "ajouter" "piment" +13 "ajouter" "pincée-de-sel" +1 "ajouter" "pineau" +1 "ajouter" "pistou" +3 "ajouter" "poignée" +6 "ajouter" "pointe" +2 "ajouter" "poire" +19 "ajouter" "poireau" +1 "ajouter" "pois-cassé" +1 "ajouter" "pois-chiche" +3 "ajouter" "pois-gourmand" +7 "ajouter" "poisson" +13 "ajouter" "poivre" +1 "ajouter" "poivre-de-Cayenne" +21 "ajouter" "poivron" +1 "ajouter" "pomelo" +10 "ajouter" "pomme" +22 "ajouter" "pomme-de-terre" +1 "ajouter" "porc" +4 "ajouter" "portion" +3 "ajouter" "porto" +1 "ajouter" "pot" +1 "ajouter" "potage" +6 "ajouter" "potiron" +2 "ajouter" "poudre" +6 "ajouter" "poulet" +16 "ajouter" "préparation" +1 "ajouter" "produit-frais" +2 "ajouter" "pulpe" +3 "ajouter" "purée" +1 "ajouter" "purée-de-pommes-de-terre" +5 "ajouter" "purée-de-tomates" +4 "ajouter" "quantité" +1 "ajouter" "quatre-épices" +1 "ajouter" "quenelle" +1 "ajouter" "quinoa" +6 "ajouter" "raisin" +1 "ajouter" "raisin-de-Corinthe" +4 "ajouter" "raisin-sec" +2 "ajouter" "râpé" +2 "ajouter" "ratatouille" +31 "ajouter" "reste" +1 "ajouter" "rhubarbe" +2 "ajouter" "rillettes" +1 "ajouter" "ris" +8 "ajouter" "riz" +1 "ajouter" "romarin" +9 "ajouter" "rondelle" +4 "ajouter" "roquefort" +2 "ajouter" "roquette" +2 "ajouter" "sachet" +3 "ajouter" "safran" +1 "ajouter" "saint" +6 "ajouter" "salade" +1 "ajouter" "sardine" +2 "ajouter" "sarriette" +18 "ajouter" "sauce" +1 "ajouter" "sauce-hollandaise" +2 "ajouter" "sauce-tomate" +1 "ajouter" "sauge" +15 "ajouter" "saumon" +1 "ajouter" "scarole" +50 "ajouter" "sel" +1 "ajouter" "semoule" +1 "ajouter" "semoule-de-blé" +1 "ajouter" "sésame" +1 "ajouter" "sherry" +1 "ajouter" "sirop" +1 "ajouter" "soja" +1 "ajouter" "sorte" +1 "ajouter" "soupçon" +1 "ajouter" "steak" +21 "ajouter" "sucre" +1 "ajouter" "sucre-glace" +8 "ajouter" "surimi" +4 "ajouter" "tabasco" +3 "ajouter" "tablette" +1 "ajouter" "tasse" +3 "ajouter" "tête" +22 "ajouter" "thon" +4 "ajouter" "thym" +1 "ajouter" "tiers" +1 "ajouter" "tige" +65 "ajouter" "tomate" +2 "ajouter" "touche" +3 "ajouter" "tour" +2 "ajouter" "tout" +7 "ajouter" "trait" +14 "ajouter" "tranche" +1 "ajouter" "tranche-de-pain" +2 "ajouter" "trois-quarts" +1 "ajouter" "tronçon" +1 "ajouter" "truc" +2 "ajouter" "truffe" +1 "ajouter" "vache" +1 "ajouter" "valeur" +6 "ajouter" "vermicelle" +1 "ajouter" "vermouth" +6 "ajouter" "verre" +1 "ajouter" "vert" +11 "ajouter" "viande" +9 "ajouter" "vin" +24 "ajouter" "vinaigre" +5 "ajouter" "vinaigre-balsamique" +13 "ajouter" "vinaigrette" +15 "ajouter" "vin-blanc" +1 "ajouter" "volume" +1 "ajouter" "whisky" +1 "ajouter" "xérès" +12 "ajouter" "yaourt" +2 "ajouter" "zeste" +1 "ajouter" "zeste-de-citron" +8 "ajuster" "assaisonnement" +2 "ajuster" "consistance" +2 "ajuster" "quantité" +3 "ajuster" "sel" +1 "ajuster" "texture" +1 "aligner" "asperge" +1 "aligner" "pavé" +1 "alléger" "goût" +1 "allonger" "velouté" +1 "allumer" "barbecue" +2 "allumer" "feu" +24 "allumer" "four" +4 "allumer" "grill" +1 "alourdir" "chausson" +1 "altérer" "goût" +1 "alterner" "avocat" +1 "alterner" "bande" +2 "alterner" "couche" +5 "alterner" "couches" +2 "alterner" "couleurs" +1 "alterner" "coulis" +1 "alterner" "courgette" +1 "alterner" "grâce" +1 "alterner" "hachis" +1 "alterner" "ingrédient" +1 "alterner" "lard" +1 "alterner" "mixture" +1 "alterner" "morceau" +1 "alterner" "poivron" +2 "alterner" "rondelle" +1 "alterner" "saumon" +3 "alterner" "tranche" +1 "amalgamer" "farine" +1 "amalgamer" "tout" +1 "améliorer" "goût" +1 "améliorer" "plat" +1 "améliorer" "présentation" +1 "améliorer" "recette" +1 "amener" "bouillon" +1 "amener" "croquant" +2 "amener" "eau" +1 "amener" "litre" +1 "amener" "marinade" +1 "amener" "mélange" +1 "amener" "vin-rouge" +2 "amuser" "bouche" +1 "annoncer" "présence" +1 "aplanir" "surface" +1 "aplatir" "bord" +1 "aplatir" "boule" +1 "aplatir" "côté" +1 "aplatir" "pâte" +1 "appeler" "ami" +1 "appliquer" "beurre" +1 "appliquer" "mélange" +1 "appliquer" "préparation" +1 "apporter" "couleur" +1 "apporter" "note" +1 "apporter" "quintessence" +1 "apporter" "rectification" +3 "apporter" "touche" +1 "apprécier" "courgette" +1 "apprécier" "degré" +1 "apprécier" "fraîcheur" +1 "apprécier" "invité" +1 "apprécier" "plat" +3 "apprécier" "recette" +1 "apprécier" "résultat" +1 "apprendre" "technique" +1 "aromatiser" "carotte" +1 "aromatiser" "crème" +1 "aromatiser" "dé" +1 "aromatiser" "pulpe" +1 "arranger" "crevette" +15 "arrêter" "cuisson" +3 "arrêter" "feu" +1 "arrêter" "four" +2 "arroser" "avocat" +1 "arroser" "brochette" +1 "arroser" "cassolette" +1 "arroser" "chair" +1 "arroser" "couche" +2 "arroser" "courgette" +1 "arroser" "escargot" +1 "arroser" "farce" +1 "arroser" "fois" +1 "arroser" "fruit" +1 "arroser" "hachis" +1 "arroser" "ingrédient" +1 "arroser" "langue" +1 "arroser" "mâche" +1 "arroser" "mélange" +1 "arroser" "oeuf" +1 "arroser" "pavé" +3 "arroser" "plat" +1 "arroser" "poisson" +1 "arroser" "pomme" +2 "arroser" "préparation" +12 "arroser" "salade" +1 "arroser" "sardine" +1 "arroser" "sauce" +2 "arroser" "tête" +1 "arroser" "topinambour" +7 "arroser" "tout" +1 "arroser" "verrine" +1 "arroser" "viande" +1 "assaisonner" "carotte" +2 "assaisonner" "champignon" +1 "assaisonner" "chou" +1 "assaisonner" "couche" +1 "assaisonner" "couleur" +1 "assaisonner" "crème" +1 "assaisonner" "fromage-blanc" +1 "assaisonner" "lobe" +1 "assaisonner" "mayonnais" +1 "assaisonner" "mélange" +1 "assaisonner" "plat" +2 "assaisonner" "préparation" +1 "assaisonner" "rondelle" +1 "assaisonner" "rouget" +8 "assaisonner" "salade" +1 "assaisonner" "sauce-tomate" +6 "assaisonner" "tout" +1 "assaisonner" "tranche" +1 "assécher" "basilic" +1 "assécher" "ensemble" +1 "assécher" "fond" +1 "assembler" "brochette" +1 "assembler" "étage" +1 "assembler" "ingrédient" +1 "associer" "ingrédient" +1 "attacher" "extrémité" +1 "atteindre" "couleur" +1 "atteindre" "pépin" +1 "atteindre" "trois-quarts" +1 "attendre" "avis" +1 "attendre" "commentaire" +1 "attendre" "compliment" +1 "attendre" "cuisson" +2 "attendre" "ébullition" +1 "attendre" "heure" +1 "attendre" "jour" +2 "attendre" "minute" +1 "attendre" "mois" +1 "attendre" "quart-d'heure" +1 "attendre" "refroidissement" +1 "atténuer" "amertume" +1 "atténuer" "saveur" +8 "augmenter" "feu" +1 "augmenter" "flamme" +1 "augmenter" "goût" +2 "augmenter" "ingrédient" +2 "augmenter" "proportions" +9 "augmenter" "quantité" +1 "augmenter" "saveur" +2 "authentiquer" "recette" +1 "autoriser" "variante" +1 "avoir" "aide" +2 "avoir" "air" +1 "avoir" "anchois" +1 "avoir" "aspect" +1 "avoir" "avance" +2 "avoir" "béchamel" +2 "avoir" "belle" +4 "avoir" "besoin" +1 "avoir" "bon-goût" +1 "avoir" "bord" +1 "avoir" "bouillon" +1 "avoir" "bout" +1 "avoir" "café" +3 "avoir" "cake" +2 "avoir" "chausson" +1 "avoir" "coloration" +1 "avoir" "condensation" +1 "avoir" "confit" +8 "avoir" "consistance" +5 "avoir" "convenance" +1 "avoir" "copain" +1 "avoir" "couche" +6 "avoir" "couleur" +1 "avoir" "crème-fraîche" +1 "avoir" "cuillère" +1 "avoir" "description" +1 "avoir" "doute" +1 "avoir" "eau" +2 "avoir" "ébullition" +2 "avoir" "économe" +1 "avoir" "emporte-pièce" +1 "avoir" "endive" +1 "avoir" "épaississement" +1 "avoir" "été" +1 "avoir" "farce" +2 "avoir" "feu" +1 "avoir" "feuilleté" +1 "avoir" "forme" +1 "avoir" "formes" +1 "avoir" "four" +1 "avoir" "fourchette" +1 "avoir" "four-électrique" +1 "avoir" "galette" +6 "avoir" "goût" +1 "avoir" "goûter" +2 "avoir" "hachoir" +2 "avoir" "idée" +1 "avoir" "idées" +1 "avoir" "ingrédient" +1 "avoir" "jaune-d'oeuf" +2 "avoir" "jus" +1 "avoir" "liquide" +2 "avoir" "litre" +1 "avoir" "main" +1 "avoir" "manière" +1 "avoir" "mayonnais" +2 "avoir" "mélange" +1 "avoir" "morceau" +1 "avoir" "moule" +1 "avoir" "moyen" +1 "avoir" "niveau" +1 "avoir" "nombre" +2 "avoir" "pâte" +1 "avoir" "pendant" +1 "avoir" "personne" +3 "avoir" "peur" +1 "avoir" "place" +1 "avoir" "plaque" +1 "avoir" "poêle" +1 "avoir" "poissonnier" +1 "avoir" "pompe" +1 "avoir" "possibilité" +1 "avoir" "potage" +1 "avoir" "potager" +1 "avoir" "présence-d'esprit" +2 "avoir" "présentation" +1 "avoir" "puissance" +1 "avoir" "purée" +3 "avoir" "quantité" +1 "avoir" "quantité-suffisante" +1 "avoir" "raclette" +1 "avoir" "récipient" +1 "avoir" "sac" +1 "avoir" "sauce" +1 "avoir" "saveur" +1 "avoir" "soin" +1 "avoir" "sorbet" +1 "avoir" "sortie" +3 "avoir" "soupe" +4 "avoir" "succès" +1 "avoir" "surface" +1 "avoir" "surplus" +1 "avoir" "table" +1 "avoir" "tache" +1 "avoir" "taille" +4 "avoir" "temps" +2 "avoir" "texture" +1 "avoir" "thermomètre" +2 "avoir" "tranche" +1 "avoir" "truffe" +1 "avoir" "vapeur" +1 "avoir" "verrine" +1 "badigeonner" "bande" +4 "badigeonner" "bord" +1 "badigeonner" "brick" +1 "badigeonner" "briouat" +1 "badigeonner" "brochette" +1 "badigeonner" "champignon" +1 "badigeonner" "croissant" +1 "badigeonner" "cube" +1 "badigeonner" "cuillère" +1 "badigeonner" "demi" +10 "badigeonner" "dessus" +1 "badigeonner" "disque" +6 "badigeonner" "feuille" +2 "badigeonner" "feuilleté" +7 "badigeonner" "fond" +1 "badigeonner" "friand" +1 "badigeonner" "fromage" +2 "badigeonner" "intérieur" +3 "badigeonner" "jaune-d'oeuf" +1 "badigeonner" "noix" +1 "badigeonner" "pain" +9 "badigeonner" "pâte" +1 "badigeonner" "rond" +1 "badigeonner" "tour" +2 "badigeonner" "tourte" +1 "badigeonner" "tranche-de-pain" +1 "badigeonner" "triangle" +1 "badigeonner" "vol-au-vent" +1 "baigner" "dedans" +1 "baisser" "chaleur" +1 "baisser" "cuisson" +38 "baisser" "feu" +7 "baisser" "four" +1 "baisser" "gaz" +1 "baisser" "pendant" +5 "baisser" "température" +1 "barder" "dessus" +1 "barder" "sol" +1 "barder" "terrine" +1 "basculer" "cake" +1 "baser" "aneth" +1 "baser" "blanc" +1 "baser" "poireau" +1 "battre" "beurre" +15 "battre" "blanc" +5 "battre" "blanc-d'oeufs" +1 "battre" "crème" +4 "battre" "crème-fraîche" +1 "battre" "fois" +1 "battre" "fromage" +2 "battre" "fromage-blanc" +1 "battre" "fromage-de-chèvre" +1 "battre" "ingrédient" +8 "battre" "jaune" +7 "battre" "jaune-d'oeuf" +1 "battre" "lait-concentré" +1 "battre" "marinade" +1 "battre" "mayonnais" +2 "battre" "mélange" +135 "battre" "oeuf" +1 "battre" "partie" +1 "battre" "reste" +1 "battre" "tour" +10 "battre" "tout" +2 "battre" "yaourt" +1 "beurrer" "alvéole" +1 "beurrer" "cassolette" +1 "beurrer" "concombre" +2 "beurrer" "feuille" +1 "beurrer" "fond" +1 "beurrer" "intérieur" +56 "beurrer" "moule" +10 "beurrer" "moule-à-tarte" +8 "beurrer" "plat" +8 "beurrer" "ramequin" +1 "beurrer" "sauteur" +1 "beurrer" "tartine" +7 "beurrer" "terrine" +1 "beurrer" "timbale" +2 "beurrer" "tourtière" +2 "blanchir" "blette" +1 "blanchir" "bouquet" +1 "blanchir" "champignon" +2 "blanchir" "chou-fleur" +1 "blanchir" "échalote" +1 "blanchir" "épinard" +1 "blanchir" "feuille" +2 "blanchir" "feuille-de-chou" +2 "blanchir" "jaune" +1 "blanchir" "lardon" +1 "blanchir" "légume" +1 "blanchir" "noix" +1 "blanchir" "oignon" +1 "blanchir" "pâte-feuilletée" +2 "blanchir" "poireau" +1 "blanchir" "poivron" +1 "blanchir" "pomme-de-terre" +1 "blanchir" "pousse" +1 "blanchir" "quinzaine" +1 "blanchir" "seconde" +2 "blanchir" "vert" +1 "blanchir" "zeste" +1 "bluffer" "gens" +1 "boire" "tout" +1 "bouillonner" "minute" +1 "boulanger" "amateur" +1 "brancher" "saucier" +1 "brancher" "thym" +1 "brasser" "salade" +1 "briquer" "crème" +1 "briser" "nerf" +1 "brosser" "betterave" +1 "brosser" "cèpe" +3 "brosser" "coquille" +1 "brosser" "morceau" +1 "brosser" "topinambour" +1 "broyer" "baie" +1 "broyer" "céleri" +1 "broyer" "coffre" +1 "broyer" "noix" +1 "broyer" "pois-cassé" +1 "brûler" "bouchée" +1 "brûler" "bout" +1 "brûler" "croquette" +1 "brûler" "nem" +1 "brûler" "poil" +1 "cacher" "goût" +1 "cacher" "saveur" +2 "caler" "coquille" +2 "caler" "feuille-de-vigne" +1 "caler" "oeuf" +1 "camoufler" "avocat" +1 "canneler" "lendemain" +1 "caraméliser" "légume" +1 "caraméliser" "oignon" +1 "caraméliser" "poireau" +1 "carrer" "sil" +1 "casser" "brioche" +1 "casser" "foie" +1 "casser" "goût" +1 "casser" "noix" +44 "casser" "oeuf" +1 "casser" "panne" +1 "casser" "tablette" +1 "casser" "tige" +2 "centrer" "préparation" +1 "centrer" "tranche" +1 "changer" "eau" +1 "changer" "escargot" +1 "changer" "fromage" +1 "changer" "garniture" +1 "changer" "goût" +1 "changer" "ingrédient" +1 "changer" "saucisse" +1 "charger" "oeuf" +1 "chasser" "air" +1 "chauffer" "agar-agar" +1 "chauffer" "appareil" +4 "chauffer" "bain" +12 "chauffer" "beurre" +1 "chauffer" "bon" +4 "chauffer" "bouillon" +6 "chauffer" "casserole" +1 "chauffer" "cocotte" +1 "chauffer" "cognac" +1 "chauffer" "coque" +2 "chauffer" "coulis" +1 "chauffer" "court-bouillon" +3 "chauffer" "crème" +4 "chauffer" "crème-fraîche" +1 "chauffer" "croquant" +1 "chauffer" "croûte" +4 "chauffer" "cuillère" +4 "chauffer" "eau" +1 "chauffer" "épinard" +2 "chauffer" "filet" +1 "chauffer" "foie" +2 "chauffer" "fond" +20 "chauffer" "four" +1 "chauffer" "friteuse" +1 "chauffer" "galette" +1 "chauffer" "graine" +54 "chauffer" "huile" +1 "chauffer" "instant" +1 "chauffer" "jaune" +1 "chauffer" "julienne" +2 "chauffer" "jus" +9 "chauffer" "lait" +1 "chauffer" "lait-de-coco" +2 "chauffer" "litre" +2 "chauffer" "margarine" +3 "chauffer" "matière" +3 "chauffer" "mélange" +2 "chauffer" "miel" +3 "chauffer" "minute" +1 "chauffer" "muscat" +13 "chauffer" "poêle" +1 "chauffer" "poisson" +1 "chauffer" "portion" +1 "chauffer" "pousse" +2 "chauffer" "préparation" +1 "chauffer" "ratatouille" +4 "chauffer" "reste" +1 "chauffer" "rhum" +1 "chauffer" "rillettes" +2 "chauffer" "sauce" +1 "chauffer" "sauce-béchamel" +2 "chauffer" "sauce-tomate" +1 "chauffer" "soupe" +1 "chauffer" "sucre" +1 "chauffer" "tartine" +1 "chauffer" "temps" +1 "chauffer" "tour" +5 "chauffer" "tout" +1 "chauffer" "trait" +1 "chauffer" "tranche-de-pain" +1 "chauffer" "verre" +1 "chauffer" "vin" +1 "chauffer" "vinaigrette" +1 "chauffer" "vin-blanc" +2 "chauffer" "wok" +7 "chemiser" "moule" +1 "chemiser" "moule-à-tarte" +1 "chemiser" "surface" +1 "chemiser" "terrine" +1 "chemiser" "tourtière" +1 "chercher" "recette" +1 "chevaucher" "tranche" +1 "choisir" "beurre" +1 "choisir" "chèvre" +1 "choisir" "jour" +1 "choisir" "melon" +1 "choisir" "noix" +1 "choisir" "papaye" +1 "choisir" "pomme-de-terre" +1 "choisir" "quantité" +1 "choisir" "sauce" +1 "choisir" "viande" +3 "ciseler" "ail" +4 "ciseler" "aneth" +7 "ciseler" "basilic" +1 "ciseler" "céleri" +14 "ciseler" "ciboulette" +4 "ciseler" "coriandre" +9 "ciseler" "échalote" +12 "ciseler" "feuille" +1 "ciseler" "fine-herbe" +1 "ciseler" "gousse-d'ail" +5 "ciseler" "herbe" +3 "ciseler" "laitue" +3 "ciseler" "menthe" +4 "ciseler" "oignon" +9 "ciseler" "persil" +1 "ciseler" "poireau" +1 "ciseler" "queue" +1 "ciseler" "reste" +1 "ciseler" "salade" +1 "ciseler" "tout" +1 "citer" "artichaut" +2 "clarifier" "bouillon" +1 "clouter" "foie-gras" +6 "coller" "bord" +1 "coller" "couvercle" +2 "coller" "extrémité" +1 "coller" "pâte" +1 "colorer" "crevette" +1 "colorer" "mirepoix" +1 "combiner" "micro-onde" +1 "combiner" "paprika" +2 "combler" "espace" +1 "combler" "interstice" +1 "combler" "trou" +1 "commencer" "cuisson" +3 "commencer" "préparation" +1 "commencer" "repas" +1 "communier" "instant" +1 "compenser" "ail" +1 "compléter" "salade" +1 "compliquer" "est" +1 "composer" "ravioli" +1 "composer" "repas" +2 "composer" "salade" +1 "composer" "soir" +1 "compresser" "ensemble" +1 "compresser" "filament" +1 "compter" "dizaine" +1 "compter" "quart-d'heure" +1 "compter" "verrine" +1 "concasser" "autre" +1 "concasser" "baie" +1 "concasser" "cacahuète" +2 "concasser" "moitié" +3 "concasser" "noisette" +2 "concasser" "noix" +11 "concasser" "tomate" +2 "concentrer" "goût" +1 "confectionner" "bille" +3 "confectionner" "boulette" +1 "confectionner" "feuilleté" +1 "confectionner" "nid" +1 "confectionner" "pâte" +1 "confectionner" "pâte-feuilletée" +1 "confectionner" "rissois" +1 "confectionner" "sauce" +1 "confectionner" "tartare" +1 "confectionner" "tarte" +1 "confectionner" "triangle" +1 "confectionner" "verrine" +1 "conférer" "texture" +1 "confire" "minute" +1 "confire" "poivron" +1 "congeler" "briouat" +2 "congeler" "fois" +1 "congeler" "moitié" +1 "congeler" "rillettes" +2 "congeler" "soupe" +1 "congeler" "tranche" +1 "conseiller" "moule" +1 "conserver" "année" +1 "conserver" "autre" +1 "conserver" "bande" +1 "conserver" "blancheur" +1 "conserver" "brioche" +1 "conserver" "carcasse" +1 "conserver" "chapeau" +1 "conserver" "coloration" +1 "conserver" "consistance" +2 "conserver" "corail" +2 "conserver" "couleur" +1 "conserver" "court-bouillon" +1 "conserver" "couvercle" +1 "conserver" "crème-fouettée" +1 "conserver" "croquant" +1 "conserver" "dizaine" +2 "conserver" "eau" +1 "conserver" "épaisseur" +1 "conserver" "excédent" +3 "conserver" "feuille" +1 "conserver" "fois" +1 "conserver" "fraîcheur" +1 "conserver" "huile" +4 "conserver" "jour" +9 "conserver" "jus" +1 "conserver" "louche" +1 "conserver" "minute" +3 "conserver" "mois" +1 "conserver" "nem" +1 "conserver" "papier-sulfurisé" +1 "conserver" "partie" +2 "conserver" "peau" +1 "conserver" "plaque" +1 "conserver" "poisson" +2 "conserver" "reste" +1 "conserver" "salade" +2 "conserver" "sauce" +2 "conserver" "saveur" +2 "conserver" "semaine" +1 "conserver" "tentacule" +1 "conserver" "tête" +1 "conserver" "texture" +1 "conserver" "toupet" +1 "consolider" "cornet" +1 "consolider" "intérieur" +1 "consommer" "courgette" +1 "consommer" "pâté" +1 "consommer" "terrine" +1 "consommer" "vin" +1 "constituer" "décor" +1 "constituer" "départ" +3 "constituer" "entrée" +1 "constituer" "oeil" +1 "constituer" "pâte" +6 "constituer" "plat" +4 "constituer" "repas" +1 "constituer" "sorte" +1 "constituer" "surprise" +1 "contenir" "aumônière" +1 "contenir" "beurre" +1 "contenir" "ensemble" +1 "contenir" "foie-gras" +1 "contenir" "frite" +1 "contenir" "glaçon" +1 "contenir" "huile" +1 "contenir" "jambon" +1 "contenir" "jus" +1 "contenir" "lait" +1 "contenir" "substance" +1 "contenir" "terrine" +1 "contenir" "verre" +11 "continuer" "cuisson" +1 "continuer" "minute" +1 "contraster" "fagot" +1 "contrer" "autre" +1 "contrôler" "cuisson" +1 "convier" "mieux" +3 "corriger" "assaisonnement" +1 "corser" "soupe-de-poisson" +1 "coter" "peau" +1 "coter" "tranche" +2 "couler" "gelée" +1 "couler" "marinade" +2 "couler" "miel" +1 "couper" "abricot" +4 "couper" "ail" +2 "couper" "ananas" +1 "couper" "andouille" +2 "couper" "anguille" +1 "couper" "artichaut" +11 "couper" "asperge" +43 "couper" "aubergine" +2 "couper" "autre" +28 "couper" "avocat" +6 "couper" "baguette" +3 "couper" "banane" +7 "couper" "base" +2 "couper" "basilic" +4 "couper" "bâton" +4 "couper" "bâtonnet" +7 "couper" "betterave" +7 "couper" "beurre" +10 "couper" "blanc" +6 "couper" "blanc-de-poulet" +1 "couper" "blette" +1 "couper" "bloc" +3 "couper" "bord" +1 "couper" "boudin" +1 "couper" "boudin-blanc" +1 "couper" "boule" +1 "couper" "bouquet" +6 "couper" "bout" +4 "couper" "branche" +1 "couper" "brick" +1 "couper" "brie" +2 "couper" "brin" +1 "couper" "brioche" +1 "couper" "brocoli" +11 "couper" "bûche" +3 "couper" "bûchette" +2 "couper" "bulbe" +7 "couper" "camembert" +1 "couper" "cantal" +1 "couper" "carcasse" +24 "couper" "carotte" +1 "couper" "carré" +6 "couper" "céleri" +1 "couper" "cèpe" +1 "couper" "cercle" +1 "couper" "cervelas" +23 "couper" "chair" +15 "couper" "champignon" +11 "couper" "chapeau" +1 "couper" "châtaigne" +1 "couper" "cheddar" +11 "couper" "chèvre" +3 "couper" "chicon" +4 "couper" "chorizo" +6 "couper" "chou" +1 "couper" "chou-fleur" +1 "couper" "chute" +5 "couper" "ciboulette" +2 "couper" "citron" +1 "couper" "citrouille" +1 "couper" "coeur" +2 "couper" "coeur-de-palmier" +5 "couper" "comté" +26 "couper" "concombre" +1 "couper" "cône" +1 "couper" "coppa" +1 "couper" "corail" +1 "couper" "coriandre" +3 "couper" "cornichon" +1 "couper" "côté" +1 "couper" "côte-de-porc" +5 "couper" "courge" +45 "couper" "courgette" +1 "couper" "couvercle" +1 "couper" "crème" +1 "couper" "crêpe" +1 "couper" "crevette" +1 "couper" "croissant" +6 "couper" "crottin" +2 "couper" "cube" +2 "couper" "cuisson" +1 "couper" "curé" +2 "couper" "dé" +3 "couper" "dernier" +1 "couper" "dessus" +1 "couper" "dizaine" +17 "couper" "échalote" +1 "couper" "emmental" +1 "couper" "encornet" +9 "couper" "endive" +1 "couper" "ensemble" +1 "couper" "épaule" +1 "couper" "épinard" +4 "couper" "escalope" +1 "couper" "espadon" +12 "couper" "extrémité" +1 "couper" "fane" +3 "couper" "fenouil" +10 "couper" "feu" +28 "couper" "feuille" +1 "couper" "feuille-de-chou" +5 "couper" "figue" +9 "couper" "filet" +1 "couper" "flamme" +4 "couper" "foie" +11 "couper" "foie-gras" +1 "couper" "fond" +1 "couper" "fond-d'artichaut" +1 "couper" "fraise" +14 "couper" "fromage" +3 "couper" "fromage-de-chèvre" +1 "couper" "gaz" +1 "couper" "gorge" +2 "couper" "gorgonzola" +2 "couper" "gousse" +2 "couper" "gruyère" +1 "couper" "haddock" +2 "couper" "haricot-vert" +6 "couper" "haut" +2 "couper" "ingrédient" +12 "couper" "jambon" +2 "couper" "kiwi" +1 "couper" "laitue" +4 "couper" "lamelle" +1 "couper" "lanière" +2 "couper" "lapin" +4 "couper" "lard" +1 "couper" "lardon" +31 "couper" "légume" +1 "couper" "lendemain" +1 "couper" "lotte" +1 "couper" "magret" +2 "couper" "mangue" +1 "couper" "maroilles" +3 "couper" "melon" +1 "couper" "menthe" +4 "couper" "moitié" +1 "couper" "morbier" +1 "couper" "morceau" +1 "couper" "mortadelle" +16 "couper" "mozzarella" +1 "couper" "munster" +1 "couper" "noisette" +7 "couper" "noix" +6 "couper" "oeuf" +5 "couper" "oeuf-dur" +65 "couper" "oignon" +10 "couper" "olive" +3 "couper" "orange" +6 "couper" "pain" +1 "couper" "pain-de-mie" +6 "couper" "pamplemousse" +1 "couper" "panais" +2 "couper" "parmesan" +1 "couper" "part" +3 "couper" "partie" +1 "couper" "patate" +1 "couper" "patate-douce" +7 "couper" "pâte" +1 "couper" "pâte-brisée" +4 "couper" "pâte-feuilletée" +1 "couper" "pâtisson" +2 "couper" "pavé" +4 "couper" "persil" +1 "couper" "petit" +2 "couper" "petit-pain" +12 "couper" "pied" +4 "couper" "pointe" +5 "couper" "poire" +17 "couper" "poireau" +9 "couper" "poisson" +1 "couper" "poitrine" +47 "couper" "poivron" +30 "couper" "pomme" +26 "couper" "pomme-de-terre" +1 "couper" "pont" +1 "couper" "porc" +1 "couper" "possible" +6 "couper" "potiron" +6 "couper" "poulet" +1 "couper" "poulpe" +1 "couper" "préparation" +2 "couper" "pruneau" +2 "couper" "pulpe" +4 "couper" "quartier" +4 "couper" "queue" +4 "couper" "radis" +1 "couper" "radis-rose" +1 "couper" "ravioli" +1 "couper" "reblochon" +7 "couper" "reste" +1 "couper" "ris" +9 "couper" "rondelle" +3 "couper" "roquefort" +1 "couper" "roquette" +1 "couper" "rouleau" +1 "couper" "saint-marcellin" +3 "couper" "salade" +1 "couper" "sandwich" +1 "couper" "sardine" +5 "couper" "saucisse" +35 "couper" "saumon" +2 "couper" "second" +4 "couper" "surimi" +2 "couper" "surplus" +1 "couper" "tagliatelle" +1 "couper" "talon" +1 "couper" "tartine" +5 "couper" "tête" +2 "couper" "thon" +1 "couper" "tiers" +3 "couper" "tige" +1 "couper" "toast" +1 "couper" "tofu" +130 "couper" "tomate" +1 "couper" "topinambour" +2 "couper" "tout" +37 "couper" "tranche" +1 "couper" "tranche-de-pain" +1 "couper" "truffe" +1 "couper" "truite" +1 "couper" "veau" +2 "couper" "vermicelle" +12 "couper" "viande" +1 "courir" "morceau" +1 "couronner" "tout" +1 "couvrir" "bâton" +1 "couvrir" "bol" +1 "couvrir" "cannelloni" +1 "couvrir" "casserole" +3 "couvrir" "cocotte" +1 "couvrir" "crème" +1 "couvrir" "cuisse" +1 "couvrir" "dessus" +1 "couvrir" "dune" +1 "couvrir" "faitout" +1 "couvrir" "foie" +3 "couvrir" "fond" +1 "couvrir" "goût" +1 "couvrir" "haricot" +1 "couvrir" "ingrédient" +1 "couvrir" "jambon" +1 "couvrir" "jaune" +2 "couvrir" "légume" +1 "couvrir" "lentille" +1 "couvrir" "lentille-d'eau" +1 "couvrir" "maximum" +1 "couvrir" "mie-de-pain" +1 "couvrir" "morceau" +1 "couvrir" "moule" +1 "couvrir" "oeuf" +1 "couvrir" "pâton" +3 "couvrir" "plat" +2 "couvrir" "poêle" +2 "couvrir" "récipient" +1 "couvrir" "rondelle" +3 "couvrir" "saladier" +2 "couvrir" "sauteur" +1 "couvrir" "surface" +1 "couvrir" "tartelette" +8 "couvrir" "terrine" +1 "couvrir" "tourte" +10 "couvrir" "tout" +1 "couvrir" "tranche-de-pain" +1 "craindre" "ail" +1 "craindre" "seconde" +1 "craquer" "jaune" +1 "créer" "motif" +1 "créer" "pâte" +1 "créer" "petit" +1 "créer" "recette" +1 "créer" "variante" +1 "crémer" "citron" +2 "crémer" "fleurette" +1 "crémer" "lait" +1 "crémer" "miel" +1 "crémer" "sel" +1 "crémer" "sésame" +2 "creuser" "fontain" +1 "creuser" "milieu" +1 "creuser" "morceau" +4 "creuser" "puits" +3 "creuser" "trou" +1 "croiser" "couches" +1 "cuber" "bouillon" +1 "cuber" "est" +1 "cuber" "volaille" +1 "cueillir" "feuille-de-vigne" +1 "cueillir" "litre" +1 "cuire" "agneau" +1 "cuire" "aiguillette" +1 "cuire" "ail" +4 "cuire" "artichaut" +9 "cuire" "asperge" +6 "cuire" "aubergine" +1 "cuire" "avant" +1 "cuire" "bacon" +1 "cuire" "bande" +2 "cuire" "betterave" +4 "cuire" "blanc" +1 "cuire" "blanc-de-poulet" +4 "cuire" "blé" +1 "cuire" "blette" +5 "cuire" "blini" +1 "cuire" "bouchée" +1 "cuire" "bouchon" +1 "cuire" "bouillon" +2 "cuire" "bouquet" +1 "cuire" "brick" +6 "cuire" "brocoli" +1 "cuire" "bulbe" +1 "cuire" "cabillaud" +1 "cuire" "cake" +1 "cuire" "calamar" +1 "cuire" "cannelloni" +7 "cuire" "carotte" +1 "cuire" "chair" +3 "cuire" "champignon" +1 "cuire" "châtaigne" +1 "cuire" "chèvre" +1 "cuire" "chicon" +1 "cuire" "chocolat" +2 "cuire" "chou" +1 "cuire" "choucroute" +2 "cuire" "chou-fleur" +1 "cuire" "cocotte" +5 "cuire" "coquillette" +1 "cuire" "corne" +1 "cuire" "coulis" +9 "cuire" "courgette" +4 "cuire" "crevette" +3 "cuire" "dé" +2 "cuire" "demi-heure" +1 "cuire" "dernier" +8 "cuire" "dizaine" +1 "cuire" "eau" +1 "cuire" "écrevisse" +1 "cuire" "endive" +1 "cuire" "ensemble" +1 "cuire" "environs" +10 "cuire" "épinard" +1 "cuire" "escalope" +2 "cuire" "face" +1 "cuire" "façon" +2 "cuire" "farce" +1 "cuire" "fenouil" +5 "cuire" "feuille" +1 "cuire" "feuilleté" +3 "cuire" "fève" +7 "cuire" "filet" +2 "cuire" "foie" +4 "cuire" "fond" +1 "cuire" "fond-d'artichaut" +3 "cuire" "galette" +1 "cuire" "gamba" +1 "cuire" "hachis" +1 "cuire" "haddock" +8 "cuire" "haricot" +4 "cuire" "haricot-vert" +2 "cuire" "heure" +1 "cuire" "huile" +2 "cuire" "instant" +1 "cuire" "jambon" +1 "cuire" "jarret" +1 "cuire" "julienne" +1 "cuire" "lait" +1 "cuire" "lait-de-coco" +1 "cuire" "lapin" +1 "cuire" "lard" +4 "cuire" "lardon" +13 "cuire" "légume" +7 "cuire" "lentille" +2 "cuire" "macaroni" +1 "cuire" "macédoine" +1 "cuire" "maquereau" +14 "cuire" "minute" +1 "cuire" "moment" +2 "cuire" "morceau" +4 "cuire" "moule" +1 "cuire" "moules-à-la-marinière" +2 "cuire" "navet" +5 "cuire" "noix" +2 "cuire" "nouille" +27 "cuire" "oeuf" +1 "cuire" "oeuf-à-la-coque" +12 "cuire" "oeuf-dur" +1 "cuire" "oignon" +1 "cuire" "omelette" +3 "cuire" "pain" +1 "cuire" "pain-perdu" +1 "cuire" "papillote" +1 "cuire" "patate" +8 "cuire" "pâte" +2 "cuire" "pâte-brisée" +1 "cuire" "pâte-feuilletée" +27 "cuire" "pâtes" +5 "cuire" "pavé" +5 "cuire" "pendant" +2 "cuire" "penne" +8 "cuire" "petit-pois" +1 "cuire" "pied-de-veau" +1 "cuire" "plaque" +1 "cuire" "plus" +1 "cuire" "poignée" +5 "cuire" "poireau" +1 "cuire" "pois-cassé" +10 "cuire" "poisson" +4 "cuire" "poivron" +1 "cuire" "polenta" +7 "cuire" "pomme" +38 "cuire" "pomme-de-terre" +1 "cuire" "porc" +3 "cuire" "potiron" +8 "cuire" "poulet" +1 "cuire" "poulpe" +4 "cuire" "préparation" +2 "cuire" "quarantaine" +2 "cuire" "quart-d'heure" +1 "cuire" "quenelle" +1 "cuire" "queue" +2 "cuire" "quiche" +2 "cuire" "quinoa" +1 "cuire" "quinzaine" +1 "cuire" "ratatouille" +2 "cuire" "raviole" +1 "cuire" "ravioli" +1 "cuire" "reste" +1 "cuire" "ris-de-veau" +19 "cuire" "riz" +3 "cuire" "rondelle" +1 "cuire" "rôti" +1 "cuire" "roux" +1 "cuire" "Saint-Jacques" +2 "cuire" "sardine" +1 "cuire" "saucisson" +10 "cuire" "saumon" +1 "cuire" "seconde" +2 "cuire" "semoule" +1 "cuire" "soupe" +1 "cuire" "spaghetti" +1 "cuire" "steak" +3 "cuire" "tagliatelle" +5 "cuire" "temps" +2 "cuire" "terrine" +1 "cuire" "thermie" +4 "cuire" "tomate" +1 "cuire" "torsade" +10 "cuire" "tout" +2 "cuire" "tranche" +1 "cuire" "trentaine" +2 "cuire" "triangle" +3 "cuire" "truite" +3 "cuire" "vermicelle" +2 "cuire" "viande" +1 "cuire-à-feu-doux" "côté" +1 "cuire-à-feu-doux" "demi-heure" +1 "cuire-à-feu-doux" "oignon" +1 "cuire-à-feu-doux" "pendant" +1 "cuire-à-feu-doux" "poulpe" +1 "cuisiner" "truffe" +1 "curer" "dent" +1 "déballer" "pâte" +1 "déballer" "poisson" +1 "débarrasser" "chou-fleur" +1 "débarrasser" "filet" +1 "débarrasser" "foie-gras" +1 "débarrasser" "fourme" +1 "débarrasser" "gamba" +1 "débarrasser" "sardine" +1 "débiter" "chou" +1 "débiter" "dernier" +1 "débiter" "gousse" +1 "débiter" "hareng" +1 "débiter" "rondelle" +1 "débiter" "thon" +1 "débiter" "tomme" +1 "déborder" "blanc" +1 "déborder" "pâte" +1 "décalotter" "oeuf" +1 "décanter" "moule" +1 "déchiqueter" "chair" +1 "déchiqueter" "romain" +1 "déchirer" "roquette" +1 "déchirer" "salade" +1 "décoller" "bête" +2 "décoller" "bord" +1 "décoller" "feuille" +1 "décoller" "morceau" +2 "décoller" "noix" +1 "décoller" "paroi" +1 "décongeler" "artichaut" +1 "décongeler" "aubergine" +2 "décongeler" "crevette" +1 "décongeler" "cuisse" +3 "décongeler" "épinard" +1 "décongeler" "foie" +2 "décongeler" "fruits-de-mer" +1 "décongeler" "grenouille" +1 "décongeler" "morille" +1 "décongeler" "noix" +1 "décongeler" "saumon" +1 "déconseiller" "bouillon" +8 "décorer" "assiette" +1 "décorer" "croûton" +5 "décorer" "dessus" +1 "décorer" "entrée" +1 "décorer" "litre" +1 "décorer" "pâté" +1 "décorer" "plat" +3 "décorer" "pointe" +1 "décorer" "potage" +1 "décorer" "radis" +1 "décorer" "rissole" +2 "décorer" "salade" +1 "décorer" "sommet" +1 "décorer" "tarte" +1 "décorer" "verre" +2 "décorer" "verrine" +1 "décortiquer" "bûche" +1 "décortiquer" "chair" +43 "décortiquer" "crevette" +1 "décortiquer" "crevette-rose" +3 "décortiquer" "gamba" +2 "décortiquer" "langoustine" +1 "décortiquer" "litchi" +2 "décortiquer" "moule" +1 "décortiquer" "noix" +1 "décortiquer" "oeuf" +1 "décortiquer" "pistache" +6 "décortiquer" "queue" +1 "découper" "abaisse" +1 "découper" "anchois" +2 "découper" "aubergine" +5 "découper" "avocat" +2 "découper" "baguette" +1 "découper" "bande" +1 "découper" "bandelette" +2 "découper" "bâtonnet" +3 "découper" "betterave" +1 "découper" "beurre" +2 "découper" "blanc" +3 "découper" "blanc-de-poulet" +1 "découper" "blette" +1 "découper" "bloc" +1 "découper" "bord" +1 "découper" "boudin-noir" +1 "découper" "branche" +1 "découper" "brocoli" +4 "découper" "bûche" +1 "découper" "calamar" +2 "découper" "calotte" +2 "découper" "carotte" +5 "découper" "carré" +1 "découper" "cercle" +2 "découper" "chair" +3 "découper" "champignon" +5 "découper" "chapeau" +4 "découper" "chèvre" +1 "découper" "citron" +4 "découper" "concombre" +1 "découper" "cornichon" +1 "découper" "courge" +5 "découper" "courgette" +1 "découper" "couvercle" +1 "découper" "cube" +1 "découper" "dessus" +2 "découper" "disque" +1 "découper" "échalote" +1 "découper" "endive" +1 "découper" "escalope" +1 "découper" "excédent" +1 "découper" "fenouil" +1 "découper" "fente" +6 "découper" "feuille" +1 "découper" "figue" +4 "découper" "filet" +1 "découper" "flan" +3 "découper" "foie-gras" +1 "découper" "galette" +1 "découper" "gâteau" +3 "découper" "jambon" +1 "découper" "lamelle" +1 "découper" "langoustine" +2 "découper" "langue" +1 "découper" "lanière" +2 "découper" "lapin" +5 "découper" "lard" +4 "découper" "légume" +1 "découper" "magret" +1 "découper" "mangue" +1 "découper" "maquereau" +3 "découper" "melon" +1 "découper" "mimolette" +1 "découper" "moitié" +1 "découper" "morceau" +5 "découper" "mozzarella" +1 "découper" "munster" +1 "découper" "navet" +1 "découper" "noix" +1 "découper" "noix-de-veau" +7 "découper" "oignon" +2 "découper" "pain" +2 "découper" "pamplemousse" +3 "découper" "partie" +1 "découper" "pastèque" +1 "découper" "patate-douce" +3 "découper" "pâte" +3 "découper" "pâte-feuilletée" +1 "découper" "pavé" +1 "découper" "persil" +1 "découper" "petit-bout" +1 "découper" "piment" +1 "découper" "poire" +4 "découper" "poireau" +4 "découper" "poisson" +3 "découper" "poivron" +1 "découper" "pomme" +5 "découper" "pomme-de-terre" +5 "découper" "poulet" +1 "découper" "pousse-de-bambou" +2 "découper" "pulpe" +1 "découper" "quartier" +1 "découper" "queue" +6 "découper" "rond" +1 "découper" "rondelle" +1 "découper" "rôti" +2 "découper" "rouleau" +2 "découper" "saucisse" +7 "découper" "saumon" +1 "découper" "sommet" +1 "découper" "surplus" +1 "découper" "thon" +2 "découper" "tige" +16 "découper" "tomate" +1 "découper" "tout" +8 "découper" "tranche" +4 "découper" "tranche-de-pain" +1 "découper" "travers" +1 "découper" "trou" +2 "découper" "viande" +1 "découvrir" "pâte" +3 "découvrir" "recette" +1 "découvrir" "saveur" +1 "défaire" "pâte" +1 "dégager" "eau" +1 "dégager" "fond" +1 "dégager" "gousse" +2 "dégeler" "épinard" +1 "dégeler" "fane" +1 "dégeler" "moule" +1 "dégeler" "noix" +2 "dégermer" "ail" +1 "dégermer" "gousse-d'ail" +1 "dégermer" "oignon" +1 "déglacer" "fond" +1 "déglacer" "jus" +1 "déglacer" "lardon" +7 "déglacer" "poêle" +1 "déglacer" "poireau" +2 "déglacer" "sauteur" +1 "déglacer" "tout" +2 "dégorger" "concombre" +1 "dégorger" "lait" +1 "dégorger" "nuit" +1 "dégraisser" "bouillon" +1 "dégraisser" "tranche" +1 "dégraisser" "viande" +1 "dégrossir" "bûche" +1 "déguster" "cantal" +1 "déguster" "clovisse" +1 "déguster" "crème" +1 "déguster" "dé" +1 "déguster" "filet" +1 "déguster" "foie-gras" +1 "déguster" "fois" +1 "déguster" "hiver" +2 "déguster" "lendemain" +1 "déguster" "merveille" +1 "déguster" "nem" +3 "déguster" "plat" +1 "déguster" "poivron" +1 "déguster" "recette" +2 "déguster" "salade" +1 "déguster" "soupe" +2 "déguster" "tarte" +1 "déguster" "tortilla" +1 "déguster" "tout" +1 "délayer" "contenu" +1 "délayer" "court-bouillon" +4 "délayer" "cube" +3 "délayer" "farine" +2 "délayer" "fécule" +1 "délayer" "gélatine" +1 "délayer" "gelée" +1 "délayer" "jaune" +4 "délayer" "jaune-d'oeuf" +9 "délayer" "levure" +6 "délayer" "maïzena" +3 "délayer" "mélange" +2 "délayer" "moutarde" +1 "délayer" "reste" +1 "délayer" "roux" +1 "délayer" "sel" +1 "délayer" "semoule-de-riz" +1 "délayer" "tout" +1 "délier" "levure" +1 "délimiter" "part" +1 "demander" "la" +2 "demander" "recette" +1 "démarrer" "appareil" +1 "démarrer" "cuisson" +1 "démouler" "cake" +1 "démouler" "carpaccio" +1 "démouler" "dé" +3 "démouler" "dôme" +4 "démouler" "flan" +2 "démouler" "fois" +1 "démouler" "gâteau" +1 "démouler" "mousse" +1 "démouler" "oeuf" +2 "démouler" "pain" +2 "démouler" "plat" +7 "démouler" "ramequin" +1 "démouler" "tarte" +10 "démouler" "terrine" +1 "démouler" "timbale" +1 "démouler" "tout" +1 "dénaturer" "goût" +1 "dénaturer" "plat" +8 "dénerver" "foie" +4 "dénerver" "foie-gras" +1 "dénerver" "lobe" +1 "dénerver" "nuit" +1 "dénerver" "viande" +3 "dénoyauter" "avocat" +6 "dénoyauter" "olive" +1 "dénoyauter" "olive-noire" +1 "départir" "eau" +3 "dépasser" "bord" +1 "dépasser" "budget" +1 "dépasser" "papier" +1 "dépendre" "contraste" +1 "dépendre" "four" +3 "dépendre" "goût" +1 "déposer" "asperge" +3 "déposer" "aubergine" +2 "déposer" "aumônière" +1 "déposer" "barbe" +1 "déposer" "bâtonnet" +1 "déposer" "béchamel" +1 "déposer" "beignet" +1 "déposer" "beurre" +1 "déposer" "blanc" +1 "déposer" "bonne" +1 "déposer" "boule" +1 "déposer" "bouquet-garni" +1 "déposer" "branche" +1 "déposer" "brick" +1 "déposer" "brie" +1 "déposer" "brin" +1 "déposer" "brochette" +1 "déposer" "brocoli" +1 "déposer" "camembert" +1 "déposer" "câpre" +1 "déposer" "carré" +2 "déposer" "caviar" +2 "déposer" "cerneau" +2 "déposer" "chair" +1 "déposer" "champignon" +2 "déposer" "chausson" +4 "déposer" "chèvre" +1 "déposer" "chiffon" +1 "déposer" "chou-fleur" +1 "déposer" "chou-rouge" +1 "déposer" "coeur-d'artichaut" +1 "déposer" "concombre" +1 "déposer" "cône" +2 "déposer" "copeau" +1 "déposer" "cordon" +10 "déposer" "couche" +1 "déposer" "coulis" +1 "déposer" "crème" +1 "déposer" "crème-fraîche" +2 "déposer" "crevette" +1 "déposer" "crosne" +1 "déposer" "croûte" +1 "déposer" "cube" +17 "déposer" "cuillère" +1 "déposer" "cuisse-de-grenouille" +3 "déposer" "dé" +1 "déposer" "dôme" +2 "déposer" "ensemble" +2 "déposer" "épinard" +5 "déposer" "farce" +2 "déposer" "farine" +12 "déposer" "feuille" +9 "déposer" "filet" +2 "déposer" "fleurs" +2 "déposer" "foie" +2 "déposer" "foie-gras" +3 "déposer" "fond-d'artichaut" +1 "déposer" "gant-de-toilette" +2 "déposer" "huître" +1 "déposer" "jaune-d'oeuf" +1 "déposer" "julienne" +1 "déposer" "laitue" +4 "déposer" "lamelle" +2 "déposer" "lanière" +1 "déposer" "laurier" +1 "déposer" "levure" +3 "déposer" "lit" +1 "déposer" "maquereau" +1 "déposer" "margarine" +8 "déposer" "mélange" +1 "déposer" "miel" +1 "déposer" "miette" +5 "déposer" "moitié" +9 "déposer" "morceau" +2 "déposer" "noisette-de-beurre" +9 "déposer" "noix" +1 "déposer" "pain" +1 "déposer" "partie" +5 "déposer" "pâte" +2 "déposer" "pâte-brisée" +2 "déposer" "pâte-feuilletée" +1 "déposer" "pincée-de-sel" +1 "déposer" "pointe" +1 "déposer" "poireau" +1 "déposer" "poivron" +2 "déposer" "pomme-de-terre" +2 "déposer" "portion" +9 "déposer" "préparation" +1 "déposer" "purée" +1 "déposer" "quartier" +1 "déposer" "quenelle" +2 "déposer" "queue" +1 "déposer" "ramequin" +1 "déposer" "râpé" +1 "déposer" "reste" +1 "déposer" "ris-de-veau" +1 "déposer" "riz" +6 "déposer" "rondelle" +1 "déposer" "roquette" +2 "déposer" "rouleau" +1 "déposer" "Saint-Jacques" +4 "déposer" "salade" +1 "déposer" "sauce" +1 "déposer" "sel" +1 "déposer" "tas" +1 "déposer" "terrine" +1 "déposer" "thon" +6 "déposer" "tomate" +6 "déposer" "tout" +21 "déposer" "tranche" +1 "déposer" "triangle" +1 "déposer" "tronçon" +1 "déposer" "truffe" +1 "déposer" "viande" +1 "déposer" "vol-au-vent" +16 "dérouler" "pâte" +7 "dérouler" "pâte-brisée" +19 "dérouler" "pâte-feuilletée" +2 "dérouler" "rouleau" +1 "descendre" "pâte" +1 "déséquilibrer" "proportions" +1 "désirer" "goût" +1 "désirer" "tourte" +1 "désosser" "canard" +1 "désosser" "cuisse" +3 "désosser" "lapin" +2 "désosser" "morceau" +1 "désosser" "queue" +1 "désosser" "tête" +1 "dessaler" "anchois" +1 "dessaler" "morue" +1 "dessécher" "masse" +1 "dessiner" "croisillon" +1 "dessiner" "rayure" +1 "détacher" "anneau" +1 "détacher" "bord" +2 "détacher" "bouquet" +1 "détacher" "brin" +3 "détacher" "chair" +1 "détacher" "cloison" +1 "détacher" "cuisse" +4 "détacher" "feuille" +1 "détacher" "fleurs" +1 "détacher" "morceau" +2 "détacher" "noix" +1 "détacher" "os" +1 "détacher" "paroi" +1 "détacher" "petit" +3 "détacher" "quartier" +1 "détacher" "raviole" +1 "détacher" "segment" +1 "détacher" "viande" +3 "détailler" "aubergine" +1 "détailler" "betterave" +1 "détailler" "boeuf" +2 "détailler" "brocoli" +1 "détailler" "calamar" +6 "détailler" "carotte" +1 "détailler" "céleri" +5 "détailler" "chair" +2 "détailler" "champignon" +1 "détailler" "chapeau" +1 "détailler" "chorizo" +1 "détailler" "chou" +1 "détailler" "chou-fleur" +1 "détailler" "citronnelle" +6 "détailler" "concombre" +4 "détailler" "courgette" +1 "détailler" "crottin" +1 "détailler" "encornet" +1 "détailler" "escalope" +1 "détailler" "fenouil" +1 "détailler" "figue" +3 "détailler" "filet" +1 "détailler" "fromage" +1 "détailler" "gingembre" +1 "détailler" "gouda" +7 "détailler" "jambon" +1 "détailler" "kiwi" +3 "détailler" "lard" +3 "détailler" "légume" +1 "détailler" "maquereau" +1 "détailler" "melon" +1 "détailler" "moelle" +2 "détailler" "mozzarella" +2 "détailler" "oignon" +1 "détailler" "orange" +1 "détailler" "pain" +1 "détailler" "pamplemousse" +1 "détailler" "parmesan" +1 "détailler" "persil" +2 "détailler" "piment" +1 "détailler" "poireau" +2 "détailler" "poisson" +5 "détailler" "poivron" +2 "détailler" "pomme" +3 "détailler" "pomme-de-terre" +1 "détailler" "poulet" +1 "détailler" "radis" +1 "détailler" "reste" +1 "détailler" "saucisson" +2 "détailler" "saumon" +7 "détailler" "tomate" +1 "détailler" "topinambour" +1 "détailler" "tranche" +1 "détailler" "truffe" +1 "détailler" "truite" +1 "détendre" "mayonnais" +1 "détremper" "mayonnais" +1 "détruire" "globule-rouge" +1 "développer" "arôme" +1 "développer" "goût" +1 "déverser" "ingrédient" +1 "déverser" "préparation" +1 "deviner" "composition" +2 "deviner" "ingrédient" +1 "devoir" "arrivée" +9 "devoir" "être" +1 "devoir" "recette" +1 "différencier" "soupe" +1 "diffuser" "goût" +1 "diluer" "bouillon" +1 "diluer" "concentré" +1 "diluer" "crème" +2 "diluer" "cube" +3 "diluer" "levure" +2 "diluer" "maïzena" +1 "diluer" "miel" +1 "diluer" "moutarde" +1 "diluer" "potage" +1 "diminuer" "acidité" +1 "diminuer" "coût-de-revient" +2 "diminuer" "feu" +2 "diminuer" "proportion" +2 "diminuer" "quantité" +1 "diminuer" "source" +1 "diminuer" "temps" +1 "diminuer" "thermostat" +4 "dire" "nouveau" +1 "dire" "révélation" +1 "disperser" "carotte" +1 "disperser" "crevette-grise" +1 "disperser" "grain" +1 "disperser" "raisin-sec" +1 "disposer" "accompagnement" +1 "disposer" "aiguillette" +1 "disposer" "andouille" +2 "disposer" "appareil" +7 "disposer" "asperge" +1 "disposer" "aubergine" +1 "disposer" "aumonier" +1 "disposer" "avocat" +1 "disposer" "bande" +1 "disposer" "bandelette" +4 "disposer" "bâtonnet" +1 "disposer" "bavarois" +2 "disposer" "beignet" +1 "disposer" "betterave" +1 "disposer" "blé" +1 "disposer" "blini" +1 "disposer" "boule" +2 "disposer" "boulette" +1 "disposer" "bouquet" +1 "disposer" "brochette" +1 "disposer" "brocoli" +1 "disposer" "canard" +1 "disposer" "carré" +1 "disposer" "céleri" +1 "disposer" "cerneau" +2 "disposer" "champignon" +1 "disposer" "châtaigne" +1 "disposer" "cigare" +1 "disposer" "cocotte" +1 "disposer" "concombre" +1 "disposer" "copeau" +1 "disposer" "coquillage" +1 "disposer" "coquille" +1 "disposer" "cornet" +10 "disposer" "couche" +1 "disposer" "couches" +2 "disposer" "courgette" +1 "disposer" "crabe" +1 "disposer" "crépine" +5 "disposer" "crevette" +2 "disposer" "croûton" +1 "disposer" "crustacé" +1 "disposer" "cuillère" +7 "disposer" "dé" +1 "disposer" "dolma" +2 "disposer" "échalote" +3 "disposer" "endive" +2 "disposer" "épinard" +1 "disposer" "équivalent" +1 "disposer" "escalope" +1 "disposer" "escargot" +1 "disposer" "étoile" +1 "disposer" "faisselle" +2 "disposer" "farine" +1 "disposer" "fenouil" +13 "disposer" "feuille" +1 "disposer" "feuilleté" +1 "disposer" "fine-herbe" +1 "disposer" "fleurs" +1 "disposer" "foie" +1 "disposer" "fromage" +1 "disposer" "fruits-de-mer" +1 "disposer" "galette" +1 "disposer" "gamba" +1 "disposer" "gésier" +1 "disposer" "girolle" +1 "disposer" "graine" +1 "disposer" "groseille" +3 "disposer" "gruyère" +4 "disposer" "ingrédient" +1 "disposer" "instant" +1 "disposer" "jambon" +1 "disposer" "julienne" +1 "disposer" "laitue" +7 "disposer" "lamelle" +1 "disposer" "langoustine" +1 "disposer" "lanière" +2 "disposer" "lard" +5 "disposer" "lardon" +5 "disposer" "légume" +1 "disposer" "lobe" +1 "disposer" "lotte" +2 "disposer" "mâche" +1 "disposer" "magret" +6 "disposer" "mélange" +3 "disposer" "moitié" +10 "disposer" "morceau" +1 "disposer" "mouillette" +3 "disposer" "moule" +1 "disposer" "munster" +1 "disposer" "nid" +1 "disposer" "noisette-de-beurre" +2 "disposer" "noix" +5 "disposer" "oeuf" +3 "disposer" "oignon" +1 "disposer" "olive" +2 "disposer" "pain" +1 "disposer" "palet" +1 "disposer" "papier" +1 "disposer" "par" +1 "disposer" "partie" +8 "disposer" "pâte" +1 "disposer" "pâte-brisée" +3 "disposer" "pâte-feuilletée" +1 "disposer" "pâtes" +1 "disposer" "pâte-sablée" +1 "disposer" "petit-pois" +1 "disposer" "pissenlit" +2 "disposer" "poignée" +4 "disposer" "poireau" +1 "disposer" "poisson" +1 "disposer" "poivron" +2 "disposer" "pomme" +1 "disposer" "pomme-de-terre" +1 "disposer" "portion" +1 "disposer" "poulet" +1 "disposer" "pousse" +5 "disposer" "préparation" +1 "disposer" "pruneau" +1 "disposer" "quart" +5 "disposer" "quartier" +1 "disposer" "radis" +2 "disposer" "ramequin" +1 "disposer" "rang" +1 "disposer" "rangée" +2 "disposer" "reste" +1 "disposer" "rond" +12 "disposer" "rondelle" +1 "disposer" "roquefort" +2 "disposer" "roquette" +3 "disposer" "rouleau" +1 "disposer" "sable" +15 "disposer" "salade" +2 "disposer" "sardine" +5 "disposer" "saumon" +1 "disposer" "steak" +1 "disposer" "tagliatelle" +1 "disposer" "tartare" +1 "disposer" "thym" +1 "disposer" "tige" +2 "disposer" "toast" +14 "disposer" "tomate" +7 "disposer" "tout" +33 "disposer" "tranche" +3 "disposer" "tranche-de-pain" +1 "disposer" "triangle" +2 "disposer" "viande" +2 "dissoudre" "bouillon" +2 "dissoudre" "cube" +1 "dissoudre" "feuille" +2 "dissoudre" "gélatine" +1 "dissoudre" "gelée" +1 "dissoudre" "levure" +1 "dissoudre" "pincée-de-sel" +1 "dissoudre" "pointe" +1 "dissoudre" "sucre" +1 "distinguer" "morceau" +2 "diviser" "chou-fleur" +2 "diviser" "dose" +1 "diviser" "ingrédient" +1 "diviser" "lanière" +1 "diviser" "mélange" +2 "diviser" "pâte" +1 "diviser" "pâte-feuilletée" +1 "diviser" "préparation" +1 "diviser" "quantité" +1 "diviser" "tas" +3 "donner" "aspect" +1 "donner" "base" +1 "donner" "bâtonnet" +1 "donner" "bon-goût" +5 "donner" "bouillon" +1 "donner" "cachet" +1 "donner" "chance" +1 "donner" "chic" +1 "donner" "coloration" +1 "donner" "consistance" +3 "donner" "côté" +5 "donner" "couleur" +1 "donner" "ébullition" +1 "donner" "effet" +6 "donner" "forme" +1 "donner" "formes" +17 "donner" "goût" +1 "donner" "impression" +1 "donner" "note" +1 "donner" "omelette" +2 "donner" "onctuosité" +2 "donner" "originalité" +1 "donner" "petit" +1 "donner" "quiche" +10 "donner" "recette" +1 "donner" "sauce" +6 "donner" "saveur" +1 "donner" "sensation" +3 "donner" "touche" +5 "donner" "tour" +1 "donner" "truc" +1 "donner" "velouté" +1 "donner" "vol-au-vent" +1 "donner" "volume" +1 "dorer" "asperge" +2 "dorer" "aubergine" +1 "dorer" "aumônière" +1 "dorer" "avoine" +1 "dorer" "blette" +2 "dorer" "brick" +3 "dorer" "champignon" +3 "dorer" "chausson" +1 "dorer" "chou" +2 "dorer" "côté" +3 "dorer" "dessus" +1 "dorer" "échalote" +1 "dorer" "escalope" +1 "dorer" "fromage" +1 "dorer" "langoustine" +6 "dorer" "lardon" +1 "dorer" "merguez" +3 "dorer" "minute" +2 "dorer" "morceau" +1 "dorer" "noisette" +2 "dorer" "noix" +10 "dorer" "oignon" +1 "dorer" "pain" +1 "dorer" "part" +2 "dorer" "pâte" +5 "dorer" "pignon" +1 "dorer" "poisson" +1 "dorer" "poivron" +1 "dorer" "pomme-de-terre" +1 "dorer" "poulet" +1 "dorer" "rectangle" +1 "dorer" "rondelle" +1 "dorer" "saumon" +1 "dorer" "tortilla" +1 "dorer" "tourte" +3 "dorer" "tout" +4 "dorer" "tranche" +4 "dorer" "tranche-de-pain" +1 "doser" "curry" +1 "doser" "jus" +1 "doser" "piment" +1 "doser" "sel" +1 "doubler" "épaisseur" +1 "doubler" "portion" +4 "doubler" "proportions" +2 "doubler" "quantité" +1 "draper" "boulette" +5 "dresser" "assiette" +1 "dresser" "carpaccio" +1 "dresser" "carré" +1 "dresser" "endive" +1 "dresser" "feuille" +1 "dresser" "figue" +1 "dresser" "filet" +1 "dresser" "jambon" +1 "dresser" "macédoine" +1 "dresser" "plat" +3 "dresser" "préparation" +1 "dresser" "risotto" +2 "dresser" "salade" +1 "dresser" "soupe" +1 "dresser" "tas" +1 "dresser" "terrine" +1 "dresser" "tranche" +1 "dresser" "verrine" +1 "dresser" "viande" +1 "durcir" "beurre" +1 "durcir" "crème" +8 "durcir" "oeuf" +1 "ébouillanter" "blette" +1 "ébouillanter" "brin" +1 "ébouillanter" "brocoli" +1 "ébouillanter" "courgette" +2 "ébouillanter" "lardon" +1 "ébouillanter" "minute" +1 "ébouillanter" "petit-pois" +1 "ébouillanter" "raisin" +1 "ébouillanter" "seconde" +8 "ébouillanter" "tomate" +2 "écailler" "oeuf" +2 "écailler" "oeuf-dur" +1 "écailler" "sardine" +4 "écaler" "oeuf" +5 "écaler" "oeuf-dur" +1 "écarter" "coeur" +1 "écarter" "feuille" +2 "écarter" "lobe" +1 "écarter" "tranche" +1 "échauffer" "chair" +1 "éclater" "émail" +1 "éclater" "jaune" +2 "écosser" "fève" +2 "écosser" "haricot" +1 "écosser" "petit-pois" +1 "écouler" "reste" +8 "écraser" "ail" +2 "écraser" "anchois" +1 "écraser" "avant" +4 "écraser" "avocat" +1 "écraser" "baie" +1 "écraser" "bleu" +1 "écraser" "bord" +1 "écraser" "brique" +2 "écraser" "brousse" +2 "écraser" "cacahuète" +1 "écraser" "carcasse" +1 "écraser" "carré" +2 "écraser" "cerneau" +5 "écraser" "chair" +1 "écraser" "châtaigne" +4 "écraser" "chèvre" +1 "écraser" "clou-de-girofle" +1 "écraser" "coquille" +1 "écraser" "corail" +1 "écraser" "crottin" +1 "écraser" "croûton" +1 "écraser" "échalote" +1 "écraser" "ensemble" +1 "écraser" "foie-gras" +4 "écraser" "fromage" +3 "écraser" "fromage-de-chèvre" +1 "écraser" "gâteau-sec" +1 "écraser" "gousse" +3 "écraser" "gousse-d'ail" +1 "écraser" "ingrédient" +2 "écraser" "intérieur" +4 "écraser" "jaune" +1 "écraser" "légume" +1 "écraser" "noix" +2 "écraser" "oeuf" +3 "écraser" "oeuf-dur" +3 "écraser" "pâte" +1 "écraser" "petit-pois" +1 "écraser" "pomme" +7 "écraser" "pomme-de-terre" +1 "écraser" "préparation" +1 "écraser" "pulpe" +5 "écraser" "roquefort" +4 "écraser" "sardine" +1 "écraser" "tête" +4 "écraser" "thon" +1 "écraser" "tomate" +7 "écraser" "tout" +1 "écroûter" "pain-de-mie" +1 "écumer" "bouillon" +1 "écumer" "gras" +1 "écumer" "mousse" +1 "écumer" "potage" +1 "effacer" "goût" +1 "effectuer" "mélange" +1 "effectuer" "montage" +1 "effectuer" "opération" +1 "effectuer" "sauce" +1 "effectuer" "trace" +1 "effeuiller" "centre" +1 "effeuiller" "endive" +1 "effeuiller" "herbe" +2 "effeuiller" "salade" +1 "effeuiller" "tige" +1 "effiler" "haricot" +2 "effiler" "haricot-vert" +1 "effilocher" "morceau" +1 "égaliser" "surface" +1 "égayer" "table" +1 "égoutter" "ail" +3 "égoutter" "anchois" +9 "égoutter" "asperge" +2 "égoutter" "aubergine" +1 "égoutter" "brocoli" +1 "égoutter" "calamar" +1 "égoutter" "câpre" +2 "égoutter" "carotte" +1 "égoutter" "chair" +3 "égoutter" "champignon" +1 "égoutter" "chicon" +1 "égoutter" "chou" +1 "égoutter" "ciboulette" +2 "égoutter" "coeur-de-palmier" +2 "égoutter" "contenu" +1 "égoutter" "courgette" +4 "égoutter" "crabe" +4 "égoutter" "crevette" +1 "égoutter" "encornet" +1 "égoutter" "épinard" +2 "égoutter" "escargot" +1 "égoutter" "fenouil" +1 "égoutter" "feuille" +1 "égoutter" "filet" +1 "égoutter" "foie" +1 "égoutter" "fond-d'artichaut" +2 "égoutter" "fromage-blanc" +1 "égoutter" "fruits-de-mer" +1 "égoutter" "fruit-sec" +1 "égoutter" "garniture" +1 "égoutter" "germe" +1 "égoutter" "gnocchis" +3 "égoutter" "haricot" +1 "égoutter" "haricot-rouge" +1 "égoutter" "homard" +1 "égoutter" "huître" +1 "égoutter" "instant" +2 "égoutter" "jus" +1 "égoutter" "laitue" +1 "égoutter" "langoustine" +7 "égoutter" "légume" +3 "égoutter" "lentille" +2 "égoutter" "mâche" +8 "égoutter" "maïs" +2 "égoutter" "marinade" +1 "égoutter" "marron" +1 "égoutter" "mesclun" +1 "égoutter" "mie-de-pain" +1 "égoutter" "miette" +3 "égoutter" "morceau" +1 "égoutter" "navet" +3 "égoutter" "noix" +1 "égoutter" "nuit" +1 "égoutter" "oeuf" +1 "égoutter" "pain" +1 "égoutter" "pâtes" +1 "égoutter" "pavé" +1 "égoutter" "petit-pois" +5 "égoutter" "poireau" +1 "égoutter" "pois-cassé" +3 "égoutter" "pois-chiche" +1 "égoutter" "poisson" +2 "égoutter" "poivron" +1 "égoutter" "pomme" +3 "égoutter" "pomme-de-terre" +2 "égoutter" "poulet" +2 "égoutter" "poulpe" +1 "égoutter" "pousse" +1 "égoutter" "préparation" +1 "égoutter" "radis" +1 "égoutter" "raie" +1 "égoutter" "raviole" +2 "égoutter" "salade" +1 "égoutter" "sardine" +3 "égoutter" "saumon" +1 "égoutter" "temps" +2 "égoutter" "tête" +26 "égoutter" "thon" +9 "égoutter" "tomate" +2 "égoutter" "tout" +1 "égoutter" "tranche" +1 "égoutter" "viande" +1 "égrainer" "pâte" +1 "égrainer" "tomate" +1 "égrener" "raisin" +1 "élever" "coquille" +1 "éliminer" "abdomen" +1 "éliminer" "bave" +1 "éliminer" "côte" +1 "éliminer" "Débris" +1 "éliminer" "eau" +1 "éliminer" "écorce" +1 "éliminer" "élément" +1 "éliminer" "feuille" +1 "éliminer" "gelée" +1 "éliminer" "goût" +2 "éliminer" "graine" +2 "éliminer" "graisse" +1 "éliminer" "muscle" +3 "éliminer" "partie" +1 "éliminer" "pépin" +1 "éliminer" "sel" +1 "éliminer" "trace" +1 "éliminer" "vert" +1 "emballer" "foie-gras" +1 "emballer" "poivron" +1 "emballer" "saumon" +1 "emballer" "tranche" +1 "émerveiller" "invité" +2 "émietter" "biscotte" +1 "émietter" "bleu" +1 "émietter" "boîte" +2 "émietter" "bouillon" +6 "émietter" "chair" +3 "émietter" "chèvre" +1 "émietter" "confit-de-canard" +1 "émietter" "crottin" +1 "émietter" "cube" +1 "émietter" "farine" +1 "émietter" "filet" +5 "émietter" "fromage" +6 "émietter" "fromage-de-chèvre" +3 "émietter" "jaune" +1 "émietter" "mie" +1 "émietter" "moitié" +2 "émietter" "noix" +1 "émietter" "oeuf-dur" +3 "émietter" "pain" +2 "émietter" "pavé" +6 "émietter" "poisson" +1 "émietter" "poulet" +1 "émietter" "préparation" +8 "émietter" "roquefort" +2 "émietter" "sardine" +2 "émietter" "saumon" +31 "émietter" "thon" +1 "émietter" "thym" +1 "émietter" "tout" +1 "émietter" "tranche-de-pain" +1 "émietter" "truite" +1 "émietter" "viande" +4 "émincer" "ail" +8 "émincer" "blanc" +1 "émincer" "blanc-de-poulet" +1 "émincer" "branche" +1 "émincer" "bulbe" +4 "émincer" "carotte" +2 "émincer" "céleri" +20 "émincer" "champignon" +1 "émincer" "chicon" +5 "émincer" "chou" +1 "émincer" "chou-rouge" +1 "émincer" "ciboulette" +2 "émincer" "citron" +1 "émincer" "coriandre" +1 "émincer" "cornichon" +1 "émincer" "courgette" +26 "émincer" "échalote" +4 "émincer" "endive" +2 "émincer" "escalope" +3 "émincer" "fenouil" +2 "émincer" "feuille" +3 "émincer" "filet" +1 "émincer" "gousse-d'ail" +1 "émincer" "jambon" +5 "émincer" "légume" +1 "émincer" "moitié" +105 "émincer" "oignon" +1 "émincer" "olive" +1 "émincer" "petit" +16 "émincer" "poireau" +6 "émincer" "poivron" +1 "émincer" "pomme" +1 "émincer" "porc" +1 "émincer" "poulet" +1 "émincer" "quart" +1 "émincer" "reste" +1 "émincer" "salade" +2 "émincer" "tige" +1 "émincer" "tomate" +1 "émincer" "tranche" +2 "émincer" "viande" +1 "émonder" "poivron" +2 "émonder" "tomate" +1 "empêcher" "fermentation" +1 "empêcher" "viande" +1 "empiler" "feuille" +1 "empiler" "rondelle" +1 "empiler" "torchon" +1 "employer" "cuillère" +1 "employer" "friture" +1 "employer" "pinot" +1 "emprisonner" "autre" +3 "émulsionner" "crème" +15 "émulsionner" "huile" +1 "émulsionner" "huile-de-noix" +4 "émulsionner" "jus" +3 "émulsionner" "moutarde" +1 "émulsionner" "sauce" +1 "émulsionner" "vinaigre" +1 "encoller" "bord" +1 "enduire" "carré" +1 "enduire" "extrémité" +1 "enduire" "feuille" +1 "enduire" "fromage-de-chèvre" +1 "enduire" "pavé" +1 "enfariner" "plan-de-travail" +1 "enfariner" "sardine" +1 "enfermer" "crevette" +2 "enfermer" "farce" +1 "enfermer" "hareng" +1 "enfermer" "papier" +1 "enfermer" "poireau" +1 "enfiler" "crevette" +2 "enfoncer" "couteau" +1 "enfoncer" "cylindre" +1 "enfoncer" "lame" +1 "enfoncer" "saucisson" +2 "enfourner" "aubergine" +2 "enfourner" "coquille" +1 "enfourner" "minute" +2 "enfourner" "moule" +1 "enfourner" "pain" +1 "enfourner" "pâté" +8 "enfourner" "pendant" +1 "enfourner" "pissaladière" +2 "enfourner" "plat" +1 "enfourner" "puissance" +1 "enfourner" "quiche" +2 "enfourner" "tarte" +2 "enfourner" "tartine" +1 "enfourner" "temps" +1 "enfourner" "thermostat" +2 "enfourner" "toast" +5 "enfourner" "tout" +1 "enfourner" "trentaine" +4 "enlever" "acidité" +2 "enlever" "amertume" +6 "enlever" "arête" +1 "enlever" "bague" +1 "enlever" "barbe" +1 "enlever" "base" +1 "enlever" "bord" +3 "enlever" "bouquet-garni" +1 "enlever" "bout" +1 "enlever" "boyau" +1 "enlever" "calotte" +3 "enlever" "casserole" +1 "enlever" "centre" +5 "enlever" "chair" +2 "enlever" "chapeau" +1 "enlever" "cloison" +5 "enlever" "coeur" +3 "enlever" "coquille" +2 "enlever" "côte" +1 "enlever" "couenne" +3 "enlever" "couvercle" +1 "enlever" "crevette" +8 "enlever" "croûte" +1 "enlever" "Débris" +3 "enlever" "eau" +2 "enlever" "écaille" +1 "enlever" "échalote" +1 "enlever" "écorce" +1 "enlever" "écume" +1 "enlever" "excédent" +2 "enlever" "excès" +1 "enlever" "extrémité" +1 "enlever" "fane" +1 "enlever" "farce" +1 "enlever" "fenouil" +1 "enlever" "feu" +2 "enlever" "feuille" +1 "enlever" "fil" +1 "enlever" "film" +1 "enlever" "gelée" +2 "enlever" "germe" +1 "enlever" "gousse" +2 "enlever" "gousse-d'ail" +2 "enlever" "grain" +13 "enlever" "graine" +1 "enlever" "graisse" +2 "enlever" "gras" +1 "enlever" "haut" +1 "enlever" "herbe" +1 "enlever" "huile" +1 "enlever" "impureté" +1 "enlever" "ingrédient" +1 "enlever" "jambon" +4 "enlever" "jaune" +3 "enlever" "jus" +1 "enlever" "légume" +1 "enlever" "lutte" +3 "enlever" "maximum" +1 "enlever" "membrane" +3 "enlever" "mie" +1 "enlever" "moitié" +1 "enlever" "morceau" +1 "enlever" "moule" +1 "enlever" "nerf" +2 "enlever" "nervure" +8 "enlever" "noyau" +1 "enlever" "omelette" +4 "enlever" "os" +1 "enlever" "papier" +8 "enlever" "partie" +33 "enlever" "peau" +1 "enlever" "pellicule" +19 "enlever" "pépin" +2 "enlever" "pied" +1 "enlever" "pistil" +1 "enlever" "poêle" +1 "enlever" "premier" +2 "enlever" "pulpe" +1 "enlever" "quartier" +1 "enlever" "racine" +1 "enlever" "sarriette" +1 "enlever" "sel" +2 "enlever" "surplus" +1 "enlever" "tête" +3 "enlever" "tige" +2 "enlever" "trace" +1 "enlever" "trognon" +1 "enlever" "vaisseau" +1 "enlever" "veine" +2 "enlever" "vert" +2 "enlever" "viande" +1 "enrichir" "mélange" +1 "enrober" "courgette" +1 "enrouler" "autour" +1 "enrouler" "bâtonnet" +1 "enrouler" "boudin" +1 "enrouler" "canard" +2 "enrouler" "coeur-de-palmier" +1 "enrouler" "courgette" +1 "enrouler" "ensemble" +1 "enrouler" "feuille" +2 "enrouler" "fromage" +1 "enrouler" "morceau" +1 "enrouler" "noix" +1 "enrouler" "omelette" +1 "enrouler" "papier" +1 "enrouler" "pâte" +1 "enrouler" "saumon" +1 "enrouler" "tout" +2 "enrouler" "tranche" +1 "entamer" "chair" +1 "entamer" "cuisson" +1 "entendre" "cigale" +1 "entendre" "escargot" +1 "entourer" "avocat" +1 "entourer" "carotte" +1 "entourer" "flan" +1 "entourer" "morceau" +1 "entourer" "noix" +2 "entourer" "plat" +1 "entourer" "quenelle" +1 "entourer" "ris-de-veau" +1 "entourer" "tout" +1 "entrer" "bord" +1 "entrer" "cervelle-de-canut" +1 "entrer" "main" +1 "entrer" "principal" +1 "entrouvrir" "Porte" +1 "envelopper" "baguette" +1 "envelopper" "boule" +1 "envelopper" "chèvre" +2 "envelopper" "foie" +1 "envelopper" "légume" +1 "envelopper" "pain" +2 "envelopper" "part" +1 "envelopper" "queue" +1 "envelopper" "terrine" +2 "envelopper" "tout" +1 "épaissir" "béchamel" +1 "épaissir" "dizaine" +1 "épaissir" "instant" +2 "épaissir" "minute" +3 "épaissir" "sauce" +2 "épaissir" "soupe" +1 "éparpiller" "ail" +1 "éparpiller" "basilic" +1 "éparpiller" "copeau" +1 "éparpiller" "cuillère" +1 "éparpiller" "fromage" +1 "éparpiller" "jambon" +1 "éparpiller" "morceau" +1 "éparpiller" "poignée" +3 "épater" "ami" +3 "épater" "invité" +1 "épépiner" "chair" +1 "épépiner" "citrouille" +1 "épépiner" "coing" +1 "épépiner" "concombre" +2 "épépiner" "courgette" +1 "épépiner" "légume" +1 "épépiner" "piment" +2 "épépiner" "poire" +5 "épépiner" "poivron" +3 "épépiner" "pomme" +18 "épépiner" "tomate" +10 "éplucher" "ail" +2 "éplucher" "ananas" +9 "éplucher" "asperge" +6 "éplucher" "aubergine" +14 "éplucher" "avocat" +1 "éplucher" "blanc" +1 "éplucher" "brocoli" +26 "éplucher" "carotte" +1 "éplucher" "céleri" +1 "éplucher" "céleri-branche" +1 "éplucher" "céleri-rave" +2 "éplucher" "champignon" +24 "éplucher" "concombre" +16 "éplucher" "courgette" +5 "éplucher" "crevette" +1 "éplucher" "crevette-rose" +1 "éplucher" "cuisse" +7 "éplucher" "échalote" +1 "éplucher" "fromage" +1 "éplucher" "fruit" +1 "éplucher" "gamba" +1 "éplucher" "gingembre" +4 "éplucher" "gousse" +6 "éplucher" "gousse-d'ail" +1 "éplucher" "grain-de-raisin" +1 "éplucher" "ingrédient" +4 "éplucher" "kiwi" +14 "éplucher" "légume" +1 "éplucher" "mandarine" +1 "éplucher" "mangue" +1 "éplucher" "marron" +1 "éplucher" "melon" +1 "éplucher" "morceau" +3 "éplucher" "navet" +27 "éplucher" "oignon" +4 "éplucher" "orange" +2 "éplucher" "pamplemousse" +1 "éplucher" "panais" +1 "éplucher" "pâtisson" +1 "éplucher" "peau" +7 "éplucher" "poire" +3 "éplucher" "poireau" +3 "éplucher" "poivron" +1 "éplucher" "pomelo" +16 "éplucher" "pomme" +25 "éplucher" "pomme-de-terre" +7 "éplucher" "potiron" +1 "éplucher" "quartier" +1 "éplucher" "queue" +1 "éplucher" "radis" +2 "éplucher" "radis-noir" +1 "éplucher" "rutabaga" +1 "éplucher" "salade" +1 "éplucher" "saucisson" +1 "éplucher" "saumon" +2 "éplucher" "tête" +6 "éplucher" "tomate" +2 "éplucher" "topinambour" +1 "éplucher" "zeste" +1 "éponger" "anchois" +1 "éponger" "champignon" +1 "éponger" "eau" +1 "éponger" "filet" +1 "éponger" "morceau" +1 "éponger" "noix" +1 "éponger" "poisson" +1 "éponger" "poitrine" +1 "éponger" "rendu" +1 "éponger" "viande" +1 "épouser" "diamètre" +1 "équeuter" "cresson" +1 "équeuter" "épinard" +2 "équeuter" "haricot" +1 "équeuter" "légume" +3 "équeuter" "persil" +1 "équeuter" "tomate" +1 "équilibrer" "douceur" +1 "équilibrer" "ingrédient" +1 "équilibrer" "piquant" +1 "équilibrer" "saveur" +1 "essayer" "quiche" +1 "essayer" "recette" +1 "essorer" "asperge" +1 "essorer" "champignon" +1 "essorer" "concombre" +1 "essorer" "cresson" +1 "essorer" "épinard" +1 "essorer" "feuille" +1 "essorer" "mâche" +1 "essorer" "mesclun" +1 "essorer" "pain" +1 "essorer" "préparation" +2 "essorer" "roquette" +3 "essorer" "salade" +1 "essorer" "sucrine" +1 "essorer" "thon" +1 "essorer" "torchon" +2 "essuyer" "champignon" +1 "essuyer" "coque" +1 "essuyer" "courgette" +1 "essuyer" "daurade" +1 "essuyer" "figue" +1 "essuyer" "intérieur" +1 "essuyer" "rosé-des-prés" +1 "essuyer" "Saint-Jacques" +1 "essuyer" "surplus" +1 "essuyer" "tour" +1 "étaler" "barde" +1 "étaler" "beurre" +1 "étaler" "brandade" +1 "étaler" "brandade-de-morue" +1 "étaler" "brocoli" +1 "étaler" "carré" +1 "étaler" "chèvre" +1 "étaler" "contenu" +8 "étaler" "couche" +1 "étaler" "coulis" +2 "étaler" "courgette" +3 "étaler" "crème" +2 "étaler" "crème-fraîche" +1 "étaler" "crêpe" +3 "étaler" "cuillère" +1 "étaler" "dernier" +1 "étaler" "dessus" +1 "étaler" "ensemble" +2 "étaler" "épinard" +2 "étaler" "farce" +1 "étaler" "feuille" +1 "étaler" "filet" +1 "étaler" "foie" +2 "étaler" "fromage" +1 "étaler" "garniture" +1 "étaler" "gruyère" +1 "étaler" "hachis" +1 "étaler" "huile" +1 "étaler" "jambon" +1 "étaler" "jaune" +4 "étaler" "jaune-d'oeuf" +1 "étaler" "lardon" +2 "étaler" "mayonnais" +1 "étaler" "mayonnaise" +8 "étaler" "mélange" +2 "étaler" "mixture" +5 "étaler" "moitié" +1 "étaler" "mousse" +9 "étaler" "moutarde" +2 "étaler" "oignon" +1 "étaler" "part" +1 "étaler" "partie" +114 "étaler" "pâte" +1 "étaler" "pâte-à-pain" +19 "étaler" "pâte-brisée" +40 "étaler" "pâte-feuilletée" +1 "étaler" "pistou" +1 "étaler" "poivron" +1 "étaler" "portion" +18 "étaler" "préparation" +4 "étaler" "purée" +1 "étaler" "ratatouille" +1 "étaler" "rectangle" +1 "étaler" "reste" +1 "étaler" "rillettes" +1 "étaler" "rondelle" +1 "étaler" "rouleau" +2 "étaler" "salade" +1 "étaler" "sauce" +1 "étaler" "tarte" +2 "étaler" "thon" +1 "étaler" "tomate" +3 "étaler" "tout" +6 "étaler" "tranche" +16 "éteindre" "feu" +2 "éteindre" "four" +1 "éteindre" "grill" +1 "étendre" "boule" +1 "étendre" "couche" +4 "étendre" "pâte" +2 "étendre" "pâte-brisée" +1 "étendre" "pâte-feuilletée" +1 "étendre" "préparation" +1 "étêter" "courgette" +1 "étêter" "crevette" +1 "étêter" "hareng" +1 "étirer" "film" +2 "étonner" "convive" +2 "étonner" "invité" +1 "étouffer" "merveille" +1 "étuver" "blanc" +1 "étuver" "minute" +1 "étuver" "poireau" +1 "évacuer" "eau" +1 "évacuer" "graisse" +1 "évacuer" "vapeur" +1 "évaporer" "cognac" +5 "évaporer" "eau" +1 "évaporer" "instant" +1 "évaporer" "liquide" +2 "évaporer" "maximum" +1 "éveiller" "curiosité" +2 "évider" "ananas" +1 "évider" "aubergine" +1 "évider" "avocat" +1 "évider" "boule" +1 "évider" "centre" +1 "évider" "chair" +1 "évider" "champignon" +1 "évider" "courgette" +1 "évider" "graine" +2 "évider" "intérieur" +1 "évider" "pamplemousse" +1 "évider" "partie" +1 "évider" "pattes" +1 "évider" "pépin" +1 "évider" "petit-pain" +1 "évider" "pomme" +1 "évider" "quartier" +6 "évider" "tomate" +1 "éviter" "bulle" +2 "éviter" "contact" +1 "éviter" "dessèchement" +1 "éviter" "éclat" +1 "éviter" "effet" +1 "éviter" "formation" +1 "éviter" "graisse" +5 "éviter" "grumeau" +1 "éviter" "humidité" +1 "éviter" "ingrédient" +1 "éviter" "mélange" +4 "éviter" "noircissement" +1 "éviter" "odeur" +1 "éviter" "oxydation" +1 "éviter" "pain" +1 "éviter" "pain-de-mie" +1 "éviter" "strie" +1 "éviter" "travail" +1 "éviter" "vin-blanc" +1 "évoquer" "coussin" +1 "évoquer" "radis" +1 "exécuter" "test" +1 "exercer" "talent" +1 "exister" "manière" +1 "exister" "recette" +1 "exister" "sachet" +1 "exprimer" "eau" +3 "extraire" "chair" +2 "extraire" "eau" +1 "extraire" "jaune" +4 "extraire" "jus" +1 "extraire" "pâte" +1 "extraire" "pulpe" +1 "fabriquer" "papillote" +1 "faciliter" "chose" +1 "faciliter" "cuisson" +8 "faciliter" "démoulage" +4 "faciliter" "épluchage" +1 "faciliter" "opération" +1 "faciliter" "surveillance" +1 "façonner" "bord" +1 "façonner" "boudin" +1 "façonner" "boule" +1 "façonner" "cigare" +2 "façonner" "quenelle" +1 "façonner" "triangle" +9 "faire" "affaire" +1 "faire" "agent" +1 "faire" "aile" +1 "faire" "apéritif" +1 "faire" "appareil" +1 "faire" "assaisonnement" +2 "faire" "attention" +1 "faire" "bain-marie" +1 "faire" "bande" +1 "faire" "bâtonnet" +1 "faire" "bavarois" +6 "faire" "béchamel" +2 "faire" "beignet" +2 "faire" "beurre" +1 "faire" "bille" +1 "faire" "bol" +1 "faire" "bouchée-à-la-reine" +2 "faire" "boudin" +3 "faire" "bouillon" +4 "faire" "boule" +6 "faire" "boulette" +1 "faire" "bourrelet" +1 "faire" "bulle" +2 "faire" "caramel" +2 "faire" "carré" +1 "faire" "cercle" +1 "faire" "chapeau" +1 "faire" "chaudron" +1 "faire" "chausson" +14 "faire" "cheminée" +1 "faire" "choix" +5 "faire" "chose" +2 "faire" "copeau" +1 "faire" "cordon" +1 "faire" "couche" +2 "faire" "couches" +1 "faire" "coulis" +2 "faire" "couronne" +1 "faire" "courses" +3 "faire" "court-bouillon" +1 "faire" "couvercle" +1 "faire" "crème" +1 "faire" "crème-pâtissière" +1 "faire" "creux" +1 "faire" "croûte" +4 "faire" "croûton" +1 "faire" "cylindre" +1 "faire" "déco" +1 "faire" "décoction" +1 "faire" "dent" +1 "faire" "dentelle" +1 "faire" "dessin" +1 "faire" "différence" +1 "faire" "disque" +1 "faire" "dolma" +2 "faire" "dôme" +1 "faire" "dressage" +7 "faire" "effet" +1 "faire" "entaille" +8 "faire" "entrée" +2 "faire" "farce" +1 "faire" "fente" +1 "faire" "filament" +1 "faire" "filet" +1 "faire" "fils" +1 "faire" "flan" +1 "faire" "foie" +2 "faire" "fond" +2 "faire" "fondue" +1 "faire" "formes" +1 "faire" "galette" +1 "faire" "gelée" +1 "faire" "goût" +1 "faire" "gratin" +1 "faire" "gressin" +1 "faire" "gros" +2 "faire" "hachis" +1 "faire" "heure" +2 "faire" "incision" +1 "faire" "intérêt" +2 "faire" "lamelle" +2 "faire" "lanière" +1 "faire" "lentille" +2 "faire" "levain" +1 "faire" "liant" +1 "faire" "ligne" +1 "faire" "main" +2 "faire" "maison" +3 "faire" "marinade" +1 "faire" "masque" +6 "faire" "mayonnais" +1 "faire" "mayonnaise" +4 "faire" "mélange" +1 "faire" "mi" +1 "faire" "midi" +1 "faire" "mimosa" +1 "faire" "mineur" +3 "faire" "montage" +1 "faire" "morceau" +1 "faire" "nem" +1 "faire" "noeud" +1 "faire" "octogone" +4 "faire" "oeuf-dur" +3 "faire" "omelette" +1 "faire" "originalité" +1 "faire" "panade" +2 "faire" "part" +10 "faire" "pâte" +1 "faire" "pâté" +3 "faire" "pâte-brisée" +2 "faire" "persillade" +1 "faire" "peur" +1 "faire" "plaque" +19 "faire" "plat" +1 "faire" "potage" +1 "faire" "pot-au-feu" +2 "faire" "pré" +1 "faire" "premier" +1 "faire" "préparation" +3 "faire" "présentation" +7 "faire" "puits" +14 "faire" "purée" +1 "faire" "purée-de-pommes-de-terre" +1 "faire" "quenelle" +1 "faire" "raccommodage" +1 "faire" "rainure" +1 "faire" "réaction" +1 "faire" "rebord" +12 "faire" "recette" +1 "faire" "récipient" +1 "faire" "rectangle" +1 "faire" "réduction" +1 "faire" "régal" +3 "faire" "repas" +1 "faire" "rillettes" +3 "faire" "rond" +2 "faire" "roulade" +1 "faire" "rouleau" +11 "faire" "roux" +7 "faire" "salade" +2 "faire" "sandwich" +15 "faire" "sauce" +2 "faire" "sauce-béchamel" +1 "faire" "sauce-mayonnaise" +1 "faire" "semoule" +2 "faire" "sirop" +1 "faire" "Soleil" +2 "faire" "soupe" +1 "faire" "strie" +1 "faire" "système" +1 "faire" "tapa" +1 "faire" "tartare" +3 "faire" "tarte" +1 "faire" "tartelette" +2 "faire" "tartine" +2 "faire" "tas" +3 "faire" "test" +1 "faire" "tomate" +1 "faire" "tourte" +4 "faire" "tranche" +15 "faire" "trou" +3 "faire" "unanimité" +3 "faire" "variante" +2 "faire" "velouté" +1 "faire" "verrine" +1 "faire" "vieille" +22 "faire" "vinaigrette" +1 "faire" "volume" +1 "faire-chanter" "sud" +1 "faire-dégorger" "aubergine" +1 "faire-dégorger" "champignon" +1 "faire-dégorger" "escargot" +1 "faire-dégorger" "foie" +1 "faire-dégorger" "gamba" +1 "faire-mousser" "beurre" +1 "faire-mousser" "lait" +2 "faire-ressortir" "goût" +1 "faire-ressortir" "saveur" +1 "faire-revenir" "agneau" +14 "faire-revenir" "ail" +1 "faire-revenir" "aileron" +1 "faire-revenir" "allumette" +1 "faire-revenir" "amande" +2 "faire-revenir" "aubergine" +1 "faire-revenir" "barquette" +2 "faire-revenir" "blanc-de-poulet" +2 "faire-revenir" "brick" +1 "faire-revenir" "brochette" +1 "faire-revenir" "brocoli" +1 "faire-revenir" "carotte" +1 "faire-revenir" "cèpe" +1 "faire-revenir" "chair" +12 "faire-revenir" "champignon" +1 "faire-revenir" "chanterelle" +1 "faire-revenir" "chicon" +2 "faire-revenir" "chipolata" +1 "faire-revenir" "coquille-Saint-Jacques" +1 "faire-revenir" "coquille-St-Jacques" +1 "faire-revenir" "coulis" +5 "faire-revenir" "courgette" +6 "faire-revenir" "crevette" +2 "faire-revenir" "crevette-rose" +2 "faire-revenir" 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"incorporer" "carré" +4 "incorporer" "champignon" +1 "incorporer" "chèvre" +1 "incorporer" "chou" +2 "incorporer" "ciboulette" +1 "incorporer" "cognac" +1 "incorporer" "comté" +1 "incorporer" "concentré" +2 "incorporer" "concombre" +1 "incorporer" "courgette" +1 "incorporer" "crabe" +19 "incorporer" "crème" +16 "incorporer" "crème-fraîche" +4 "incorporer" "crevette" +3 "incorporer" "dé" +3 "incorporer" "échalote" +1 "incorporer" "emmental" +1 "incorporer" "ensemble" +2 "incorporer" "épinard" +11 "incorporer" "farine" +2 "incorporer" "feuille" +1 "incorporer" "fève" +1 "incorporer" "fine-herbe" +1 "incorporer" "fourme" +3 "incorporer" "fromage" +1 "incorporer" "fromage-de-chèvre" +1 "incorporer" "gamba" +1 "incorporer" "gélatine" +5 "incorporer" "gruyère" +3 "incorporer" "herbe" +7 "incorporer" "huile" +3 "incorporer" "ingrédient" +2 "incorporer" "jambon" +8 "incorporer" "jaune" +5 "incorporer" "jaune-d'oeuf" +6 "incorporer" "jus" +6 "incorporer" "lait" +1 "incorporer" "laitue" +1 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"branche" +2 "laver" "brocoli" +1 "laver" "carotte" +1 "laver" "céleri" +1 "laver" "céleri-branche" +1 "laver" "cèpe" +8 "laver" "champignon" +1 "laver" "champignon-de-Paris" +3 "laver" "chou" +1 "laver" "chou-fleur" +1 "laver" "ciboule" +1 "laver" "ciboulette" +2 "laver" "citron" +1 "laver" "clovisse" +3 "laver" "concombre" +1 "laver" "coque" +2 "laver" "coquille" +1 "laver" "coriandre" +9 "laver" "courgette" +1 "laver" "cresson" +6 "laver" "endive" +3 "laver" "épinard" +3 "laver" "fane" +3 "laver" "fenouil" +8 "laver" "feuille" +1 "laver" "fleurette" +2 "laver" "fois" +1 "laver" "fraise" +1 "laver" "germe" +1 "laver" "girolle" +1 "laver" "hareng" +1 "laver" "haricot" +1 "laver" "haricot-beurre" +2 "laver" "herbe" +1 "laver" "huître" +3 "laver" "laitue" +9 "laver" "légume" +1 "laver" "morceau" +1 "laver" "moule" +1 "laver" "oignon" +2 "laver" "oseille" +1 "laver" "palourde" +1 "laver" "papaye" +3 "laver" "persil" +1 "laver" "petit-pois" +1 "laver" "piment" +1 "laver" "pissenlit" +1 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"eau" +2 "maintenir" "ébullition" +1 "maintenir" "feu" +1 "maintenir" "feuille" +1 "maintenir" "frémissement" +1 "maintenir" "garniture" +1 "maintenir" "recette" +1 "maintenir" "température" +1 "maintenir" "trou" +1 "maîtriser" "pliage" +1 "malaxer" "ensemble" +1 "malaxer" "farce" +1 "malaxer" "farine" +2 "malaxer" "ingrédient" +1 "malaxer" "pâte" +1 "malaxer" "préparation" +1 "malaxer" "saumon" +3 "malaxer" "tout" +1 "malaxer" "viande" +1 "manger" "bouchon" +1 "manger" "brick" +1 "manger" "carotte" +1 "manger" "chicon" +1 "manger" "figue" +1 "manger" "flan" +1 "manger" "fleurs" +1 "manger" "frais" +4 "manger" "légume" +1 "manger" "légume-vert" +2 "manger" "lendemain" +1 "manger" "marmiton" +1 "manger" "matin" +1 "manger" "mollusque" +1 "manger" "poireau" +1 "manger" "salade" +2 "manger" "soupe" +1 "manger" "terrine" +1 "manger" "tourte" +1 "mariner" "concombre" +1 "mariner" "contenu" +1 "mariner" "crevette" +1 "mariner" "dé" +1 "mariner" "dizaine" +1 "mariner" "foie" +1 "mariner" 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"mettre" "préparation" +1 "mettre" "produit" +1 "mettre" "proportions" +1 "mettre" "pruneau" +1 "mettre" "pulpe" +4 "mettre" "purée" +1 "mettre" "quantité" +3 "mettre" "quartier" +2 "mettre" "raisin" +5 "mettre" "raisin-sec" +5 "mettre" "ramequin" +1 "mettre" "râpé" +1 "mettre" "reblochon" +1 "mettre" "récipient" +1 "mettre" "réduction" +14 "mettre" "reste" +1 "mettre" "rillettes" +2 "mettre" "riz" +7 "mettre" "rondelle" +1 "mettre" "roquette" +1 "mettre" "rouleau" +1 "mettre" "sachet" +1 "mettre" "safran" +1 "mettre" "Saint-Jacques" +4 "mettre" "salade" +5 "mettre" "saladier" +2 "mettre" "sardine" +5 "mettre" "sauce" +3 "mettre" "saumon" +5 "mettre" "sel" +1 "mettre" "semoule" +1 "mettre" "sorte" +2 "mettre" "soupe" +1 "mettre" "spaghetti" +2 "mettre" "sucre" +2 "mettre" "tartare" +1 "mettre" "tarte" +2 "mettre" "tartine" +2 "mettre" "tas" +1 "mettre" "tasse" +11 "mettre" "terrine" +6 "mettre" "tête" +5 "mettre" "thon" +3 "mettre" "thym" +13 "mettre" "tomate" +2 "mettre" "touche" +1 "mettre" "tour" +1 "mettre" "tourte" +55 "mettre" "tout" +3 "mettre" "tout-petit" +9 "mettre" "tranche" +3 "mettre" "tranche-de-pain" +1 "mettre" "trois-quarts" +2 "mettre" "tronçon" +1 "mettre" "truffe" +1 "mettre" "vache" +2 "mettre" "velouté" +1 "mettre" "verdure" +1 "mettre" "vermicelle" +5 "mettre" "viande" +1 "mettre" "vin" +2 "mettre" "vinaigre" +2 "mettre" "vinaigrette" +3 "mettre" "vin-blanc" +1 "mettre" "volaille" +2 "mettre" "yaourt" +1 "mettre-à-plat" "galette" +1 "mettre-au-frais" "demi-heure" +1 "mettre-au-frais" "nuit" +4 "mettre-au-frais" "pendant" +1 "mettre-au-frais" "verre" +1 "mettre-de-côté" "bol" +1 "mettre-de-côté" "chapeau" +1 "mettre-de-côté" "feuille" +1 "mettre-de-côté" "intérieur" +1 "mettre-de-côté" "légume" +1 "mettre-de-côté" "portion" +1 "mettre-en-valeur" "saveur" +1 "mijoter" "bonne" +1 "mijoter" "cocotte" +1 "mijoter" "demi-heure" +1 "mijoter" "dizaine" +1 "mijoter" "environs" +1 "mijoter" "instant" +1 "mijoter" "lard" +12 "mijoter" "minute" +1 "mijoter" "moment" +2 "mijoter" "pendant" +1 "mijoter" "poivron" +1 "mijoter" "poulpe" +1 "mijoter" "seconde" +1 "mijoter" "temps" +1 "mijoter" "tourin" +1 "mijoter" "tout" +1 "mitonner" "tout" +1 "mixer" "ail" +1 "mixer" "amande" +1 "mixer" "autre" +2 "mixer" "avocat" +2 "mixer" "basilic" +4 "mixer" "betterave" +1 "mixer" "betterave-rouge" +1 "mixer" "blanc-de-poulet" +1 "mixer" "brocoli" +1 "mixer" "cabillaud" +2 "mixer" "carotte" +1 "mixer" "carré" +8 "mixer" "chair" +1 "mixer" "champignon" +1 "mixer" "chèvre" +1 "mixer" "chou" +3 "mixer" "concombre" +1 "mixer" "contenu" +1 "mixer" "coquille" +3 "mixer" "courgette" +1 "mixer" "cracker" +1 "mixer" "crème" +2 "mixer" "crevette" +1 "mixer" "dé" +10 "mixer" "ensemble" +4 "mixer" "feuille" +2 "mixer" "filet" +1 "mixer" "foie-gras" +2 "mixer" "fois" +1 "mixer" "fond" +1 "mixer" "gousse-d'ail" +1 "mixer" "hareng" +1 "mixer" "haricot" +1 "mixer" "herbe" +8 "mixer" "ingrédient" +1 "mixer" "intégralité" +2 "mixer" "jambon" +1 "mixer" "jaune" +1 "mixer" "lardon" +6 "mixer" "légume" +1 "mixer" "lentille" +1 "mixer" "mélange" +1 "mixer" "merlan" +1 "mixer" "mie-de-pain" +1 "mixer" "morceau" +4 "mixer" "noix" +1 "mixer" "oeuf" +2 "mixer" "oignon" +1 "mixer" "olive" +1 "mixer" "olive-noire" +1 "mixer" "pain-de-mie" +5 "mixer" "partie" +1 "mixer" "persil" +1 "mixer" "pignon" +1 "mixer" "pistache" +2 "mixer" "poireau" +1 "mixer" "pois" +1 "mixer" "pois-chiche" +3 "mixer" "poisson" +6 "mixer" "poivron" +5 "mixer" "potage" +1 "mixer" "potiron" +11 "mixer" "préparation" +1 "mixer" "ratatouille" +2 "mixer" "reste" +1 "mixer" "roquefort" +6 "mixer" "saumon" +2 "mixer" "seconde" +13 "mixer" "soupe" +1 "mixer" "surimi" +1 "mixer" "temps" +1 "mixer" "tête" +2 "mixer" "thon" +1 "mixer" "tige" +13 "mixer" "tomate" +112 "mixer" "tout" +2 "mixer" "tranche" +2 "mixer" "velouté" +2 "mixer" "viande" +1 "modifier" "garniture" +1 "modifier" "proportions" +1 "moduler" "mélange" +6 "monder" "tomate" +17 "monter" "blanc" +1 "monter" "charlotte" +5 "monter" "crème" +2 "monter" "feuilleté" +1 "monter" "jaune" +1 "monter" "lasagne" +6 "monter" "mayonnais" +1 "monter" "mayonnaise" +1 "monter" "mélange" +1 "monter" "mille-feuille" +3 "monter" "millefeuille" +1 "monter" "reste" +5 "monter" "sauce" +1 "monter" "terrine" +3 "monter" "tout" +1 "monter" "verrine" +1 "moudre" "banane" +5 "mouiller" "bord" +1 "mouiller" "intérieur" +1 "mouiller" "tout" +1 "mouler" "préparation" +1 "mouliner" "blanc-de-poulet" +1 "mouliner" "ciboulette" +1 "mouliner" "légume" +1 "mouliner" "tomate" +3 "mouliner" "tout" +1 "mouliner" "viande" +1 "multiplier" "ingrédient" +2 "multiplier" "quantité" +1 "napper" "bord" +1 "napper" "brochette" +1 "napper" "chèvre" +1 "napper" "chou" +1 "napper" "coeur-de-palmier" +1 "napper" "concombre" +1 "napper" "coquille" +3 "napper" "cuillère" +1 "napper" "escargot" +1 "napper" "fenouil" +1 "napper" "flan" +1 "napper" "fleurs" +2 "napper" "fond" +1 "napper" "ingrédient" +1 "napper" "mélange" +1 "napper" "noix" +1 "napper" "pâte" +1 "napper" "paupiette" +1 "napper" "quenelle" +1 "napper" "rouleau" +1 "napper" "Saint-Jacques" +2 "napper" "salade" +1 "napper" "sauce" +1 "napper" "soufflé" +1 "napper" "surface" +1 "napper" "tartelette" +1 "napper" "timbale" +1 "napper" "toast" +1 "napper" "tout" +2 "napper" "tranche" +2 "napper" "triangle" +1 "nécessiter" "couteau" +1 "nettoyer" "ail" +1 "nettoyer" "asperge" +1 "nettoyer" "aubergine" +1 "nettoyer" "blanc" +2 "nettoyer" "brocoli" +1 "nettoyer" "calmar" +1 "nettoyer" "céleri" +1 "nettoyer" "cèpe" +1 "nettoyer" "chair" +9 "nettoyer" "champignon" +3 "nettoyer" "champignon-de-Paris" +2 "nettoyer" "chicon" +3 "nettoyer" "chou" +1 "nettoyer" "chou-fleur" +1 "nettoyer" "chou-rouge" +1 "nettoyer" "coquille-Saint-Jacques" +2 "nettoyer" "cresson" +1 "nettoyer" "cressonnette" +3 "nettoyer" "endive" +1 "nettoyer" "épinard" +1 "nettoyer" "fane" +1 "nettoyer" "fenouil" +1 "nettoyer" "foie" +1 "nettoyer" "girolle" +1 "nettoyer" "haricot-vert" +1 "nettoyer" "intérieur" +1 "nettoyer" "laitue" +2 "nettoyer" "légume" +1 "nettoyer" "mâche" +8 "nettoyer" "moule" +3 "nettoyer" "noix" +2 "nettoyer" "oignon" +1 "nettoyer" "partie" +2 "nettoyer" "peau" +1 "nettoyer" "pied" +2 "nettoyer" "pissenlit" +4 "nettoyer" "poireau" +1 "nettoyer" "poivron" +1 "nettoyer" "pomme" +1 "nettoyer" "potiron" +2 "nettoyer" "poulpe" +2 "nettoyer" "radis" +6 "nettoyer" "salade" +1 "nettoyer" "saumon" +1 "nettoyer" "sou" +1 "nettoyer" "surface" +1 "nettoyer" "tête" +1 "nettoyer" "tomate" +1 "nettoyer" "trompette-de-la-mort" +1 "niveler" "surface" +1 "noircir" "peau" +1 "noircir" "poivron" +1 "nouer" "brick" +1 "nourrir" "bête" +2 "nourrir" "enfant" +1 "nourrir" "famille" +2 "obtenir" "appareil" +2 "obtenir" "aspect" +1 "obtenir" "ballotin" +1 "obtenir" "bateau" +1 "obtenir" "belle" +1 "obtenir" "bouillie" +2 "obtenir" "bouillon" +5 "obtenir" "boule" +2 "obtenir" "carré" +1 "obtenir" "cercle" +1 "obtenir" "chantilly" +1 "obtenir" "chapelure" +2 "obtenir" "chausson" +2 "obtenir" "cigare" +4 "obtenir" "coloration" +1 "obtenir" "composition" +1 "obtenir" "compote" +11 "obtenir" "consistance" +1 "obtenir" "coque" +5 "obtenir" "couleur" +2 "obtenir" "coulis" +1 "obtenir" "coupelle" +9 "obtenir" "crème" +1 "obtenir" "crème-fouettée" +2 "obtenir" "croûte" +1 "obtenir" "demi" +2 "obtenir" "demi-cercle" +1 "obtenir" "demi-lune" +1 "obtenir" "disque" +1 "obtenir" "dorure" +1 "obtenir" "effet" +2 "obtenir" "émulsion" +1 "obtenir" "escalope" +1 "obtenir" "espèce" +2 "obtenir" "farce" +1 "obtenir" "flan" +1 "obtenir" "frémissement" +1 "obtenir" "galette" +1 "obtenir" "genre" +1 "obtenir" "glaçon" +1 "obtenir" "goût" +1 "obtenir" "grain" +2 "obtenir" "hachis" +1 "obtenir" "huile" +1 "obtenir" "lanière" +1 "obtenir" "liquide" +1 "obtenir" "litre" +1 "obtenir" "marinade" +1 "obtenir" "masse" +1 "obtenir" "mayonnais" +1 "obtenir" "mayonnaise" +14 "obtenir" "mélange" +8 "obtenir" "mélange-homogène" +1 "obtenir" "meringue" +2 "obtenir" "miette" +1 "obtenir" "morceau" +2 "obtenir" "mousse" +1 "obtenir" "oeuf-dur" +1 "obtenir" "oignon" +2 "obtenir" "pain" +54 "obtenir" "pâte" +1 "obtenir" "pâté" +2 "obtenir" "pâte-molle" +2 "obtenir" "pâte-sablée" +2 "obtenir" "plat" +1 "obtenir" "poudre" +14 "obtenir" "préparation" +1 "obtenir" "présentation" +12 "obtenir" "purée" +4 "obtenir" "rectangle" +1 "obtenir" "répartition" +1 "obtenir" "repas" +1 "obtenir" "rouleau" +2 "obtenir" "roux" +1 "obtenir" "sable" +10 "obtenir" "sauce" +5 "obtenir" "soupe" +4 "obtenir" "texture" +2 "obtenir" "tranche" +3 "obtenir" "triangle" +1 "obtenir" "valeur" +8 "obtenir" "velouté" +1 "occuper" "poivron" +1 "offrir" "adaptabilité" +1 "offrir" "goût" +1 "offrir" "prise" +1 "offrir" "résistance" +1 "opposer" "résistance" +1 "orienter" "ver" +1 "oser" "mélange" +1 "ôter" "aluminium" +1 "ôter" "amertume" +4 "ôter" "arête" +1 "ôter" "base" +1 "ôter" "bouquet-garni" +1 "ôter" "canard" +1 "ôter" "cartilage" +1 "ôter" "casserole" +1 "ôter" "cercle" +3 "ôter" "chair" +1 "ôter" "chapeau" +4 "ôter" "coquille" +5 "ôter" "couvercle" +1 "ôter" "cuticule" +2 "ôter" "eau" +1 "ôter" "écorce" +1 "ôter" "excédent" +2 "ôter" "fenouil" +2 "ôter" "feuille" +2 "ôter" "filament" +2 "ôter" "film" +7 "ôter" "graine" +3 "ôter" "graisse" +1 "ôter" "haricot" +3 "ôter" "jus" +2 "ôter" "laurier" +2 "ôter" "membrane" +1 "ôter" "mie" +2 "ôter" "noix" +6 "ôter" "noyau" +1 "ôter" "papier" +7 "ôter" "partie" +16 "ôter" "peau" +2 "ôter" "pédoncule" +2 "ôter" "pellicule" +3 "ôter" "pépin" +1 "ôter" "pied" +1 "ôter" "poulet" +1 "ôter" "queue" +1 "ôter" "racine" +1 "ôter" "sel" +3 "ôter" "surplus" +1 "ôter" "tête" +1 "ôter" "thym" +3 "ôter" "tige" +1 "ôter" "trognon" +1 "oublier" "curry" +1 "oublier" "épinard" +1 "oublier" "filet" +1 "oublier" "fois" +1 "oublier" "moutarde" +1 "oublier" "pain-de-campagne" +1 "oublier" "tour" +1 "ouvrer" "feuilleté" +1 "ouvrir" "appétit" +3 "ouvrir" "avocat" +3 "ouvrir" "bocal" +8 "ouvrir" "boîte" +1 "ouvrir" "brioche" +1 "ouvrir" "chausson" +5 "ouvrir" "cocotte" +1 "ouvrir" "coquillage" +3 "ouvrir" "coquille" +1 "ouvrir" "figue" +2 "ouvrir" "four" +1 "ouvrir" "gousse" +1 "ouvrir" "homard" +13 "ouvrir" "huître" +5 "ouvrir" "moule" +1 "ouvrir" "oeuf" +1 "ouvrir" "pâte" +1 "ouvrir" "pomme-de-terre" +1 "ouvrir" "Porte" +1 "ouvrir" "pot" +1 "ouvrir" "sac" +1 "ouvrir" "sachet" +1 "paner" "blanc" +1 "parer" "pharmacie" +2 "parfaire" "présentation" +1 "parfumer" "cuisine" +1 "parfumer" "plat" +1 "parfumer" "pomme-de-terre" +1 "parfumer" "sauce-tomate" +1 "parfumer" "taboulé" +1 "parler" "conserve" +1 "parsemer" "aubergine" +1 "parsemer" "bande" +1 "parsemer" "basilic" +1 "parsemer" "champignon" +1 "parsemer" "crème" +1 "parsemer" "dé" +5 "parsemer" "dessus" +1 "parsemer" "emmental" +1 "parsemer" "flocon-d'avoine" +1 "parsemer" "fond" +3 "parsemer" "fromage" +1 "parsemer" "graine" +4 "parsemer" "gruyère" +1 "parsemer" "jus" +1 "parsemer" "lardon" +1 "parsemer" "moitié" +1 "parsemer" "noix" +1 "parsemer" "olive" +1 "parsemer" "olive-noire" +4 "parsemer" "parmesan" +1 "parsemer" "pignon" +1 "parsemer" "poignée" +1 "parsemer" "portion" +1 "parsemer" "purée" +1 "parsemer" "quiche" +1 "parsemer" "récipient" +3 "parsemer" "reste" +1 "parsemer" "salade" +1 "parsemer" "soupe" +1 "parsemer" "surface" +3 "parsemer" "tarte" +1 "parsemer" "tomate" +2 "parsemer" "tout" +1 "parsemer" "velouté" +1 "partager" "boule" +1 "partager" "camembert" +1 "partager" "fond" +1 "partager" "fruits-de-mer" +1 "partager" "genre" +4 "partager" "pâte" +1 "partager" "pâte-feuilletée" +1 "partager" "pot" +1 "partager" "tomate" +1 "passer" "ail" +1 "passer" "aubergine" +1 "passer" "beurre" +1 "passer" "blanc" +1 "passer" "blé" +1 "passer" "blini" +1 "passer" "bon" +1 "passer" "bouchée" +4 "passer" "bouillon" +1 "passer" "bout" +2 "passer" "brochette" +2 "passer" "carotte" +1 "passer" "carré" +1 "passer" "chair" +2 "passer" "chou" +1 "passer" "compote" +1 "passer" "contenu" +1 "passer" "coquille-St-Jacques" +1 "passer" "coquillette" +1 "passer" "couche" +1 "passer" "courgette" +1 "passer" "crêpe" +2 "passer" "crevette" +1 "passer" "cube" +1 "passer" "cuiller" +1 "passer" "économe" +1 "passer" "escargot" +1 "passer" "ficelle" +1 "passer" "four" +1 "passer" "fromage" +1 "passer" "fromage-blanc" +1 "passer" "gousse-d'ail" +1 "passer" "huile" +2 "passer" "ingrédient" +2 "passer" "instant" +2 "passer" "jaune-d'oeuf" +4 "passer" "jus" +1 "passer" "lame" +3 "passer" "légume" +1 "passer" "liquide" +3 "passer" "mélange" +3 "passer" "minute" +1 "passer" "moitié" +1 "passer" "moment" +1 "passer" "morceau" +1 "passer" "moulin-à-poivre" +2 "passer" "noix" +1 "passer" "oeuf-dur" +1 "passer" "pain" +2 "passer" "pâte" +1 "passer" "pois-chiche" +1 "passer" "pomme-de-terre" +1 "passer" "portion" +4 "passer" "potage" +1 "passer" "potiron" +4 "passer" "préparation" +1 "passer" "pudding" +1 "passer" "pulpe" +1 "passer" "purée" +2 "passer" "reste" +1 "passer" "rouleau-à-pâtisserie" +2 "passer" "sauce" +1 "passer" "seconde" +1 "passer" "sou" +6 "passer" "soupe" +1 "passer" "tartine" +1 "passer" "temps" +1 "passer" "terrine" +22 "passer" "tout" +2 "passer" "tranche" +1 "passer" "tranche-de-pain" +1 "passer" "velouté" +1 "passer" "vol-au-vent" +1 "peindre" "flamme" +1 "peler" "agrume" +3 "peler" "ail" +1 "peler" "ananas" +5 "peler" "asperge" +7 "peler" "aubergine" +8 "peler" "avocat" +1 "peler" "betterave" +1 "peler" "betterave-rouge" +1 "peler" "branche" +11 "peler" "carotte" +1 "peler" "céleri" +3 "peler" "champignon" +2 "peler" "châtaigne" +14 "peler" "concombre" +2 "peler" "courge" +10 "peler" "courgette" +1 "peler" "dessus" +5 "peler" "échalote" +1 "peler" "fruit" +3 "peler" "gousse-d'ail" +1 "peler" "grain-de-raisin" +1 "peler" "légume" +2 "peler" "mangue" +1 "peler" "morceau" +1 "peler" "navet" +14 "peler" "oignon" +7 "peler" "orange" +7 "peler" "pamplemousse" +1 "peler" "peau" +1 "peler" "pêche" +1 "peler" "pied" +2 "peler" "poire" +1 "peler" "poireau" +10 "peler" "poivron" +9 "peler" "pomme" +6 "peler" "pomme-de-terre" +1 "peler" "radis-noir" +1 "peler" "reste" +1 "peler" "seconde" +1 "peler" "tête" +25 "peler" "tomate" +1 "pendre" "demi-journée" +1 "pendre" "heure" +1 "pénétrer" "farce" +1 "pénétrer" "gras" +1 "pénétrer" "mélange" +1 "percer" "fond" +1 "percer" "noix" +1 "percer" "orifice" +1 "percer" "petit" +3 "percer" "trou" +1 "perdre" "acidité" +1 "perdre" "amidon" +2 "perdre" "eau" +1 "perdre" "goût" +1 "perdre" "légume" +1 "perdre" "maximum" +2 "perdre" "partie" +1 "perdre" "transparence" +1 "permettre" "démoulage" +1 "pétrir" "chair-à-saucisse" +4 "pétrir" "farine" +1 "pétrir" "fromage" +1 "pétrir" "minute" +4 "pétrir" "pâte" +1 "pétrir" "tout-petit" +2 "piler" "ail" +1 "piler" "basilic" +1 "piler" "coriandre" +1 "piler" "crevette" +2 "piler" "gousse-d'ail" +1 "piler" "jaune" +1 "piler" "mélange" +2 "piler" "noisette" +1 "piler" "sel" +1 "piler" "tête" +1 "piler" "tomate" +1 "pilonner" "basilic" +8 "pincer" "bord" +1 "pincer" "haut" +1 "pincer" "jointure" +1 "pincer" "pâte" +1 "piquer" "aubergine" +1 "piquer" "avant" +1 "piquer" "bâtonnet" +1 "piquer" "bouchée" +1 "piquer" "boudin" +1 "piquer" "champignon" +1 "piquer" "clou-de-girofle" +2 "piquer" "couteau" +1 "piquer" "dessus" +1 "piquer" "escargot" +1 "piquer" "feuille" +35 "piquer" "fond" +1 "piquer" "fourchette" +1 "piquer" "lame" +1 "piquer" "légume" +1 "piquer" "milieu" +1 "piquer" "moitié" +1 "piquer" "oignon" +19 "piquer" "pâte" +2 "piquer" "pâte-brisée" +1 "piquer" "pâte-feuilletée" +1 "piquer" "tarte" +1 "piquer" "tartelette" +1 "piquer" "tourte" +1 "piquer" "trou" +1 "placer" "ail" +1 "placer" "aubergine" +1 "placer" "aumônière" +1 "placer" "bain-marie" +1 "placer" "bâtonnet" +1 "placer" "beurre" +1 "placer" "blanc" +1 "placer" "boeuf" +1 "placer" "boule" +1 "placer" "boulette" +1 "placer" "branche" +1 "placer" "cabillaud" +2 "placer" "carcasse" +1 "placer" "carotte" +2 "placer" "chair" +1 "placer" "chapeau" +2 "placer" "chausson" +1 "placer" "chèvre" +1 "placer" "chou-fleur" +1 "placer" "citron" +1 "placer" "coquille" +2 "placer" "couche" +1 "placer" "cresson" +2 "placer" "crevette" +1 "placer" "cube" +4 "placer" "cuillère" +2 "placer" "dernier" +1 "placer" "écrevisse" +1 "placer" "épinard" +1 "placer" "farce" +6 "placer" "feuille" +1 "placer" "filet" +1 "placer" "film" +2 "placer" "foie" +1 "placer" "foie-gras" +1 "placer" "fondue" +2 "placer" "garniture" +1 "placer" "huile" +1 "placer" "huître" +2 "placer" "ingrédient" +1 "placer" "instant" +1 "placer" "jaune-d'oeuf" +1 "placer" "la" +1 "placer" "lanière" +3 "placer" "légume" +1 "placer" "manchon" +3 "placer" "mélange" +1 "placer" "moitié" +6 "placer" "morceau" +3 "placer" "moule" +2 "placer" "oeuf" +2 "placer" "oignon" +1 "placer" "olive-noire" +1 "placer" "os" +1 "placer" "pâte-brisée" +2 "placer" "pâte-feuilletée" +1 "placer" "pavé" +1 "placer" "planchette" +3 "placer" "plat" +1 "placer" "poids" +1 "placer" "poireau" +1 "placer" "poisson" +4 "placer" "poivron" +1 "placer" "pomme" +1 "placer" "poulpe" +5 "placer" "préparation" +1 "placer" "quignon" +2 "placer" "ramequin" +1 "placer" "reblochon" +1 "placer" "riz" +2 "placer" "rondelle" +2 "placer" "saladier" +1 "placer" "sardine" +1 "placer" "saumon" +1 "placer" "soufflé" +6 "placer" "terrine" +1 "placer" "tête" +8 "placer" "tout" +4 "placer" "tranche" +1 "placer" "verrine" +1 "placer" "viande" +2 "planter" "couteau" +1 "planter" "crevette" +1 "planter" "cure-dent" +1 "planter" "dedans" +1 "planter" "fourchette" +1 "planter" "jambon" +2 "planter" "lame" +1 "planter" "pointe" +1 "planter" "queue" +1 "plaquer" "feuille" +1 "plier" "bandelette" +1 "plier" "bas" +1 "plier" "brick" +1 "plier" "carré" +1 "plier" "demi-cercle" +1 "plier" "dernier" +8 "plier" "feuille" +2 "plier" "moitié" +1 "plier" "pâte" +1 "plonger" "aile" +1 "plonger" "araignée-de-mer" +1 "plonger" "artichaut" +1 "plonger" "asperge" +1 "plonger" "blanc" +1 "plonger" "boudin" +1 "plonger" "bouillon" +1 "plonger" "boulette" +1 "plonger" "chausson" +1 "plonger" "courgette" +1 "plonger" "cuillère" +1 "plonger" "dedans" +2 "plonger" "feuille-de-chou" +2 "plonger" "filet" +1 "plonger" "fleurs" +1 "plonger" "gamba" +1 "plonger" "gnocchis" +2 "plonger" "langoustine" +1 "plonger" "lanière" +1 "plonger" "légume" +1 "plonger" "lotte" +2 "plonger" "minute" +1 "plonger" "moitié" +1 "plonger" "morceau" +1 "plonger" "moule" +2 "plonger" "oeuf" +1 "plonger" "olive" +1 "plonger" "ortie" +1 "plonger" "os-à-moelle" +1 "plonger" "paquet" +1 "plonger" "pâtes" +1 "plonger" "pilon" +1 "plonger" "plaque" +3 "plonger" "pointe" +2 "plonger" "poivron" +1 "plonger" "radis" +1 "plonger" "ris" +1 "plonger" "riz" +1 "plonger" "rondelle" +1 "plonger" "soja" +1 "plonger" "tête" +3 "plonger" "tomate" +1 "plonger" "topinambour" +1 "plonger" "truite" +1 "plonger" "vermicelle" +1 "pocher" "autre" +1 "pocher" "coquille" +1 "pocher" "cuisse" +2 "pocher" "filet" +2 "pocher" "huître" +1 "pocher" "lotte" +1 "pocher" "minute" +1 "pocher" "morceau" +1 "pocher" "noix" +1 "pocher" "oeuf" +1 "pocher" "pavé" +2 "pocher" "poisson" +1 "pocher" "poulet" +1 "pocher" "saucisse" +1 "pocher" "saucisson" +1 "pocher" "saumon" +1 "poêler" "chianti" +1 "poêler" "courgette" +1 "poêler" "crottin" +1 "poêler" "légume" +1 "poêler" "noix" +1 "poêler" "oignon" +1 "poêler" "saumon" +1 "poêler" "tranche" +1 "pointer" "asperge" +1 "poivrer" "appareil" +1 "poivrer" "coquille" +1 "poivrer" "coriandre" +1 "poivrer" "crème-fraîche" +1 "poivrer" "crevette" +1 "poivrer" "cuillère" +1 "poivrer" "cuisse-de-grenouille" +1 "poivrer" "ensemble" +1 "poivrer" "escalope" +1 "poivrer" "gamba" +1 "poivrer" "herbe" +1 "poivrer" "intérieur" +1 "poivrer" "jaune" +1 "poivrer" "légume" +4 "poivrer" "mélange" +1 "poivrer" "noix" +1 "poivrer" "pissenlit" +2 "poivrer" "préparation" +1 "poivrer" "rillettes" +1 "poivrer" "sardine" +1 "poivrer" "sel" +1 "poivrer" "tête" +1 "poivrer" "tout" +1 "poivrer" "tranche" +7 "porter" "bouillon" +3 "porter" "casserole" +1 "porter" "crème" +3 "porter" "eau" +1 "porter" "fumet" +1 "porter" "instant" +3 "porter" "lait" +1 "porter" "préparation" +7 "porter" "tout" +1 "porter" "vin" +1 "porter" "vin-blanc" +1 "poser" "2ème" +1 "poser" "aluminium" +1 "poser" "anchois" +1 "poser" "asperge" +1 "poser" "assiette-creuse" +1 "poser" "aubergine" +1 "poser" "autre" +1 "poser" "blini" +1 "poser" "brick" +1 "poser" "brin" +1 "poser" "brochette" +1 "poser" "canard" +1 "poser" "casserole" +1 "poser" "cercle" +1 "poser" "chapeau" +1 "poser" "cigare" +1 "poser" "cocotte" +1 "poser" "couche" +1 "poser" "courgette" +1 "poser" "coussin" +3 "poser" "couvercle" +2 "poser" "crevette" +1 "poser" "crottin" +1 "poser" "croûton" +2 "poser" "cube" +1 "poser" "cuillère" +1 "poser" "demie" +1 "poser" "farce" +6 "poser" "feuille" +4 "poser" "filet" +1 "poser" "fleuron" +1 "poser" "foie-gras" +1 "poser" "fond-d'artichaut" +1 "poser" "fromage" +3 "poser" "galette" +1 "poser" "jambon" +3 "poser" "lamelle" +1 "poser" "lanière" +1 "poser" "légume" +1 "poser" "lit" +2 "poser" "moitié" +4 "poser" "morceau" +2 "poser" "moule" +1 "poser" "nem" +1 "poser" "nid" +1 "poser" "objet" +2 "poser" "oeuf-dur" +4 "poser" "pâte" +1 "poser" "pâte-brisée" +1 "poser" "plaque" +3 "poser" "poids" +1 "poser" "poire" +1 "poser" "préparation" +2 "poser" "ramequin" +1 "poser" "rectangle" +1 "poser" "rond" +1 "poser" "rondelle" +2 "poser" "rouleau" +2 "poser" "salade" +1 "poser" "saucisse" +2 "poser" "saumon" +1 "poser" "suprême" +1 "poser" "tas" +1 "poser" "thon" +1 "poser" "tomate" +7 "poser" "tranche" +1 "positionner" "lamelle" +1 "positionner" "moule" +1 "positionner" "rectangle" +1 "positionner" "tas" +1 "posséder" "texture" +1 "poudrer" "plat" +1 "poudrer" "Type" +1 "pourrir" "viande" +22 "poursuivre" "cuisson" +1 "poursuivre" "incorporation" +1 "pouvoir" "être" +1 "pouvoir" "pré" +1 "pratiquer" "incision" +1 "pratiquer" "ouverture" +1 "précéder" "choucroute" +1 "précéder" "salade" +1 "préchauffer" "fort" +546 "préchauffer" "four" +3 "préchauffer" "gril" +1 "préchauffer" "huile" +1 "préchauffer" "thermostat" +2 "préférer" "foie" +1 "préférer" "fromage" +1 "préférer" "gamay" +1 "préférer" "goût" +1 "préférer" "jambon" +1 "préférer" "la" +1 "préférer" "légume" +1 "préférer" "mélange" +1 "préférer" "pâté" +1 "préférer" "potage" +1 "préférer" "radis-rose" +1 "préférer" "recette" +1 "préférer" "saveur" +1 "préférer" "service" +1 "préférer" "soupe" +1 "préférer" "vin-rouge" +1 "préformer" "riz" +1 "prélever" "bouillon" +2 "prélever" "boule" +6 "prélever" "chair" +1 "prélever" "feuille" +1 "prélever" "gamba" +1 "prélever" "gras" +1 "prélever" "lamelle" +1 "prélever" "moitié" +1 "prélever" "morceau" +1 "prélever" "portion" +2 "prélever" "pulpe" +4 "prélever" "quartier" +1 "prélever" "rondelle" +2 "prélever" "zeste" +2 "prendre" "allure" +1 "prendre" "apéritif" +1 "prendre" "arôme" +1 "prendre" "asperge" +1 "prendre" "assiette" +1 "prendre" "baguette" +1 "prendre" "banane" +1 "prendre" "bandelette" +1 "prendre" "bocal" +1 "prendre" "boîte" +2 "prendre" "bol" +2 "prendre" "boule" +1 "prendre" "boulette" +1 "prendre" "bout" +1 "prendre" "branche" +3 "prendre" "casserole" +1 "prendre" "chair" +2 "prendre" "châtaigne" +1 "prendre" "cocotte" +1 "prendre" "composition" +2 "prendre" "consistance" +1 "prendre" "coquille" +17 "prendre" "couleur" +2 "prendre" "couleurs" +1 "prendre" "coupe" +1 "prendre" "crêpe" +1 "prendre" "crevette" +1 "prendre" "cuillère" +1 "prendre" "dé" +1 "prendre" "dizaine" +1 "prendre" "économe" +10 "prendre" "feuille" +1 "prendre" "figue" +1 "prendre" "filament" +1 "prendre" "foie-gras" +1 "prendre" "fond" +1 "prendre" "fouet" +2 "prendre" "fourchette" +3 "prendre" "gelée" +1 "prendre" "goût" +1 "prendre" "grille" +1 "prendre" "heure" +1 "prendre" "jaune" +1 "prendre" "jus" +1 "prendre" "liquide" +1 "prendre" "main" +1 "prendre" "marmite" +1 "prendre" "mixer" +2 "prendre" "moitié" +1 "prendre" "morceau" +8 "prendre" "moule" +1 "prendre" "moule-à-tarte" +1 "prendre" "nuit" +1 "prendre" "oeuf" +1 "prendre" "oignon" +1 "prendre" "omelette" +1 "prendre" "paire" +1 "prendre" "pâte" +2 "prendre" "pâte-feuilletée" +2 "prendre" "pâtes" +6 "prendre" "plat" +2 "prendre" "poche" +2 "prendre" "poêle" +1 "prendre" "poêlon" +1 "prendre" "poule" +1 "prendre" "pousse-de-bambou" +1 "prendre" "presse-purée" +1 "prendre" "quantité" +1 "prendre" "récipient" +1 "prendre" "rouleau" +1 "prendre" "sablé" +1 "prendre" "sachet" +4 "prendre" "saladier" +1 "prendre" "sauce" +1 "prendre" "saveur" +3 "prendre" "soin" +1 "prendre" "suprême" +2 "prendre" "teinte" +1 "prendre" "temps" +5 "prendre" "terrine" +1 "prendre" "texture" +1 "prendre" "tomate" +2 "prendre" "torchon" +1 "prendre" "tour-de-main" +4 "prendre" "tranche" +1 "prendre" "truite" +1 "prendre" "verrine" +1 "préparer" "amande" +1 "préparer" "année" +6 "préparer" "appareil" +1 "préparer" "artichaut" +4 "préparer" "assaisonnement" +5 "préparer" "assiette" +3 "préparer" "aubergine" +1 "préparer" "avocat" +1 "préparer" "bain" +1 "préparer" "ballotine" +1 "préparer" "ballottine" +1 "préparer" "bar" +2 "préparer" "base" +1 "préparer" 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"préparer" "filet" +2 "préparer" "flan" +1 "préparer" "foie" +1 "préparer" "fond" +1 "préparer" "fondue" +2 "préparer" "galette" +1 "préparer" "gamba" +9 "préparer" "garniture" +1 "préparer" "gâteau" +13 "préparer" "gelée" +1 "préparer" "heure" +3 "préparer" "ingrédient" +3 "préparer" "jour" +1 "préparer" "julienne" +2 "préparer" "jus" +1 "préparer" "langoustine" +3 "préparer" "légume" +1 "préparer" "levure" +1 "préparer" "liaison" +1 "préparer" "lit" +2 "préparer" "litre" +1 "préparer" "mâche" +9 "préparer" "marinade" +2 "préparer" "matin" +10 "préparer" "mayonnais" +3 "préparer" "mayonnaise" +3 "préparer" "mélange" +1 "préparer" "melon" +1 "préparer" "mixture" +1 "préparer" "mouillette" +3 "préparer" "moule" +1 "préparer" "nappage" +1 "préparer" "noisette" +1 "préparer" "noix" +2 "préparer" "oeuf" +1 "préparer" "oeuf-dur" +2 "préparer" "oignon" +1 "préparer" "omelette" +3 "préparer" "pain" +1 "préparer" "pamplemousse" +28 "préparer" "pâte" +1 "préparer" "pâté" +1 "préparer" "pâte-à-choux" +8 "préparer" "pâte-brisée" +2 "préparer" "pâte-sablée" +1 "préparer" "pignon" +2 "préparer" "pistou" +5 "préparer" "plat" +1 "préparer" "poire" +1 "préparer" "poireau" +1 "préparer" "poivron" +1 "préparer" "pommade" +2 "préparer" "purée" +1 "préparer" "quantité" +1 "préparer" "quiche" +1 "préparer" "ramequin" +7 "préparer" "recette" +1 "préparer" "rillettes" +1 "préparer" "riz" +3 "préparer" "roux" +13 "préparer" "salade" +72 "préparer" "sauce" +7 "préparer" "sauce-béchamel" +1 "préparer" "sauce-blanche" +1 "préparer" "sauce-mousseline" +1 "préparer" "sauce-tartare" +4 "préparer" "sauce-tomate" +1 "préparer" "sirop" +1 "préparer" "soufflé" +2 "préparer" "soupe" +1 "préparer" "tartare" +1 "préparer" "tarte" +1 "préparer" "tartelette" +1 "préparer" "tartine" +6 "préparer" "terrine" +1 "préparer" "thon" +1 "préparer" "toast" +3 "préparer" "tomate" +1 "préparer" "torchon" +1 "préparer" "tourin" +1 "préparer" "tranche" +1 "préparer" "veille1er" +2 "préparer" "verrine" +67 "préparer" "vinaigrette" +1 "présenter" "accompagnement" +1 "présenter" "avantage" +1 "présenter" "bouillon" +1 "présenter" "chèvre" +1 "présenter" "coupe" +1 "présenter" "couronne" +1 "présenter" "croquette" +2 "présenter" "entrée" +1 "présenter" "feuille" +1 "présenter" "haricot-vert" +1 "présenter" "huître" +1 "présenter" "lardon" +2 "présenter" "mélange" +1 "présenter" "pain" +1 "présenter" "poireau" +2 "présenter" "reste" +1 "présenter" "trace" +1 "présenter" "verrine" +1 "préserver" "amertume" +1 "préserver" "couleur" +1 "préserver" "goût" +1 "préserver" "pointe" +3 "presser" "ail" +1 "presser" "bord" +17 "presser" "citron" +2 "presser" "courgette" +1 "presser" "épinard" +1 "presser" "gingembre" +1 "presser" "gousse" +1 "presser" "gousse-d'ail" +1 "presser" "jointure" +19 "presser" "jus" +1 "presser" "mie-de-pain" +2 "presser" "moitié" +2 "presser" "orange" +1 "presser" "pour" +1 "presser" "pulpe" +2 "presser" "tout" +1 "prévoir" "bol" +1 "prévoir" "croûton" +1 "prévoir" "cuisson" +1 "prévoir" "journée" +1 "prévoir" "moule" +1 "prévoir" "moule-à-tarte" +1 "prévoir" "pique" +1 "prévoir" "plat" +1 "prévoir" "récipient" +1 "prévoir" "rondelle" +1 "prévoir" "salade" +1 "prévoir" "tranche-de-pain" +1 "prévoir" "variante" +1 "prévoir" "verre" +1 "prévoir" "version" +1 "programmer" "pain" +6 "prolonger" "cuisson" +1 "prolonger" "marinade" +1 "proposer" "bouillon" +1 "proposer" "déclinaison" +1 "proposer" "recette" +1 "proposer" "variation" +1 "protéger" "pâte" +1 "pulvériser" "pain" +1 "pulvériser" "tout" +1 "quadriller" "chair" +1 "quitter" "maison" +1 "quitter" "nord" +16 "rabattre" "bord" +1 "rabattre" "bout" +8 "rabattre" "côté" +1 "rabattre" "crépine" +1 "rabattre" "filet" +2 "rabattre" "film" +1 "rabattre" "fois" +1 "rabattre" "haut" +1 "rabattre" "lamelle" +1 "rabattre" "lanière" +1 "rabattre" "longueurs" +1 "rabattre" "moitié" +2 "rabattre" "partie" +5 "rabattre" "pâte" +1 "rabattre" "saumon" +1 "racler" "chair" +1 "racler" "cristal" +1 "racler" "fond" +1 "rafraîchir" "pomme-de-terre" +5 "rajouter" "ail" +1 "rajouter" "alcool" +1 "rajouter" "anchois" +1 "rajouter" "aromatique" +1 "rajouter" "asperge" +1 "rajouter" "aubergine" +3 "rajouter" "basilic" +1 "rajouter" "béchamel" +1 "rajouter" "beurre" +1 "rajouter" "bisque" +2 "rajouter" "blanc" +3 "rajouter" "bouillon" +1 "rajouter" "bouquet" +1 "rajouter" "bouquet-garni" +2 "rajouter" "câpre" +4 "rajouter" "carotte" +1 "rajouter" "carré" +1 "rajouter" "cèpe" +1 "rajouter" "cerneau" +1 "rajouter" "chair" +2 "rajouter" "champignon" +1 "rajouter" "chapeau" +1 "rajouter" "chapelure" +1 "rajouter" "chocolat" +1 "rajouter" "chorizo" +3 "rajouter" "ciboulette" +1 "rajouter" "citron" +1 "rajouter" "colorant" +2 "rajouter" "concentré" +1 "rajouter" "concombre" +1 "rajouter" "coriandre" +1 "rajouter" "couche" +1 "rajouter" "courgette" +1 "rajouter" "crabe" +11 "rajouter" "crème" +1 "rajouter" "crème-fouettée" +10 "rajouter" "crème-fraîche" +1 "rajouter" "crêpe" +2 "rajouter" "crevette" +1 "rajouter" "crudité" +7 "rajouter" "cuillère" +1 "rajouter" "cuillerée" +1 "rajouter" "cumin" +4 "rajouter" "dé" +1 "rajouter" "déglaçage" +8 "rajouter" "eau" +1 "rajouter" "endive" +1 "rajouter" "épice" +1 "rajouter" "épinard" +1 "rajouter" "escalope" +2 "rajouter" "estragon" +2 "rajouter" "fane" +3 "rajouter" "farine" +3 "rajouter" "feuille" +2 "rajouter" "filet" +1 "rajouter" "fine-herbe" +1 "rajouter" "fleur" +1 "rajouter" "flocon" +1 "rajouter" "fromage" +1 "rajouter" "fromage-blanc" +2 "rajouter" "gélatine" +3 "rajouter" "gouttes" +3 "rajouter" "gruyère" +5 "rajouter" "herbe" +10 "rajouter" "huile" +3 "rajouter" "ingrédient" +1 "rajouter" "jambon" +1 "rajouter" "jaune" +9 "rajouter" "jus" +6 "rajouter" "lait" +2 "rajouter" "lait-de-coco" +1 "rajouter" "laitue" +1 "rajouter" "lamelle" +1 "rajouter" "langoustine" +5 "rajouter" "lardon" +2 "rajouter" "légume" +1 "rajouter" "macédoine" +3 "rajouter" "maïzena" +2 "rajouter" "matière" +2 "rajouter" "mélange" +1 "rajouter" "menthe" +3 "rajouter" "miel" +1 "rajouter" "moitié" +3 "rajouter" "morceau" +1 "rajouter" "mouche" +1 "rajouter" "moule" +1 "rajouter" "moutarde" +1 "rajouter" "mozzarella" +2 "rajouter" "noix" +1 "rajouter" "nombre" +5 "rajouter" "oeuf" +6 "rajouter" "oignon" +1 "rajouter" "olive" +2 "rajouter" "olive-noire" +1 "rajouter" "orange" +1 "rajouter" "parmesan" +1 "rajouter" "partie" +1 "rajouter" "pâte" +6 "rajouter" "persil" +1 "rajouter" "pignon" +2 "rajouter" "piment" +2 "rajouter" "poireau" +1 "rajouter" "poisson" +3 "rajouter" "poivron" +3 "rajouter" "pomme" +5 "rajouter" "pomme-de-terre" +1 "rajouter" "pot" +2 "rajouter" "poulet" +1 "rajouter" "pousse-de-bambou" +3 "rajouter" "préparation" +1 "rajouter" "purée-de-tomates" +3 "rajouter" "raisin-sec" +1 "rajouter" "reste" +3 "rajouter" "riz" +1 "rajouter" "rondelle" +1 "rajouter" "roquefort" +1 "rajouter" "rouget" +1 "rajouter" "safran" +1 "rajouter" "salade" +3 "rajouter" "sauce" +1 "rajouter" "sauce-tomate" +1 "rajouter" "saucisse" +3 "rajouter" "saumon" +1 "rajouter" "saveur" +5 "rajouter" "sel" +1 "rajouter" "sil" +1 "rajouter" "sorte" +2 "rajouter" "sucre" +1 "rajouter" "tabasco" +2 "rajouter" "thon" +1 "rajouter" "tige" +1 "rajouter" "tofu" +2 "rajouter" "tomate" +1 "rajouter" "touche" +1 "rajouter" "tout" +1 "rajouter" "tout-petit" +2 "rajouter" "trait" +1 "rajouter" "tranche" +1 "rajouter" "tranche-de-pain" +1 "rajouter" "vanille" +1 "rajouter" "vermicelle" +1 "rajouter" "verre" +3 "rajouter" "vin-blanc" +1 "rajouter" "yaourt" +1 "rallonger" "mélange" +1 "ramasser" "escargot" +1 "ramasser" "huître" +3 "ramener" "bord" +1 "ramener" "côté" +1 "ramener" "pointe" +4 "ramollir" "beurre" +3 "ramollir" "feuille" +4 "ramollir" "gélatine" +1 "ramollir" "mie-de-pain" +1 "ramollir" "pain" +1 "ramollir" "pâte" +1 "ramollir" "peau" +1 "ranger" "couche" +1 "ranger" "endive" +1 "ranger" "feuille" +1 "ranger" "tête" +2 "ranger" "tranche" +1 "ranger" "tronçon" +1 "râper" "bûche" +1 "râper" "cantal" +32 "râper" "carotte" +1 "râper" "céleri" +1 "râper" "citron" +2 "râper" "comté" +4 "râper" "concombre" +16 "râper" "courgette" +1 "râper" "doigt" +2 "râper" "fromage" +1 "râper" "gingembre" +2 "râper" "gouda" +1 "râper" "gousse-d'ail" +3 "râper" "gruyère" +1 "râper" "jaune" +2 "râper" "légume" +1 "râper" "mimolette" +2 "râper" "moitié" +2 "râper" "muscade" +1 "râper" "noix" +1 "râper" "oeuf-dur" +4 "râper" "parmesan" +1 "râper" "plat" +2 "râper" "pomme" +1 "râper" "pomme-de-terre" +1 "râper" "reste" +1 "râper" "sel" +1 "râper" "tiers" +3 "râper" "zeste" +1 "rappeler" "marché-de-Noël" +1 "rappeler" "mélange" +1 "rapprocher" "bord" +1 "rassembler" "dé" +2 "rassembler" "ingrédient" +1 "rassembler" "légume" +1 "rassembler" "pâte" +1 "rassembler" "reste" +1 "rater" "cuisson" +3 "ravir" "convive" +1 "ravir" "enfant" +1 "ravir" "grand" +2 "réajuster" "assaisonnement" +1 "réaliser" "blini" +1 "réaliser" "compote" +1 "réaliser" "corps" +1 "réaliser" "dosage" +1 "réaliser" "entrée" +1 "réaliser" "fondue" +1 "réaliser" "matin" +1 "réaliser" "montage" +1 "réaliser" "mousse" +1 "réaliser" "pâte" +1 "réaliser" "préparation" +4 "réaliser" "recette" +1 "réaliser" "rosette" +1 "réaliser" "salade-niçoise" +1 "réaliser" "soupe" +1 "réaliser" "verrine" +1 "réaliser" "vinaigrette" +1 "recevoir" "ami" +1 "recharger" "oeuf" +1 "réchauffer" "asperge" +1 "réchauffer" "barquette" +1 "réchauffer" "blini" +2 "réchauffer" "coulis" +1 "réchauffer" "crème" +1 "réchauffer" "crème-fraîche" +1 "réchauffer" "crêpe" +1 "réchauffer" "crevette" +3 "réchauffer" "ensemble" +2 "réchauffer" "épinard" +1 "réchauffer" "escargot" +2 "réchauffer" "feuilleté" +1 "réchauffer" "fond" +1 "réchauffer" "fumet" +1 "réchauffer" "gâteau" +1 "réchauffer" "hiver" +2 "réchauffer" "lendemain" +1 "réchauffer" "marron" +4 "réchauffer" "minute" +1 "réchauffer" "mirepoix" +1 "réchauffer" "nouille" +1 "réchauffer" "pointe" +1 "réchauffer" "quenelle" +5 "réchauffer" "sauce" +2 "réchauffer" "soupe" +1 "réchauffer" "tout" +1 "réchauffer" "velouté" +1 "réciter" "poème" +1 "recoller" "bord" +1 "recommencer" "étape" +13 "recommencer" "opération" +1 "réconcilier" "saveur" +1 "reconstituer" "poire" +1 "recouper" "moitié" +1 "recourber" "bord" +1 "recouvrer" "feuilleté" +1 "recouvrer" "légume" +1 "recouvrir" "aiguillette" +1 "recouvrir" "assiette" +1 "recouvrir" "bûche" +1 "recouvrir" "centre" +1 "recouvrir" "cèpe" +1 "recouvrir" "champignon" +1 "recouvrir" "chapeau" +1 "recouvrir" "charlotte" +2 "recouvrir" "chèvre" +1 "recouvrir" "chou" +1 "recouvrir" "coquetier" +2 "recouvrir" "coquille" +2 "recouvrir" "courgette" +1 "recouvrir" "croque-monsieur" +1 "recouvrir" "cube" +1 "recouvrir" "cuisse" +2 "recouvrir" "dé" +1 "recouvrir" "disque" +1 "recouvrir" "dune" +3 "recouvrir" "ensemble" +2 "recouvrir" "farce" +1 "recouvrir" "fois" +10 "recouvrir" "fond" +2 "recouvrir" "garniture" +1 "recouvrir" "gâteau" +1 "recouvrir" "huître" +1 "recouvrir" "jambon" +1 "recouvrir" "la" +1 "recouvrir" "lamelle" +1 "recouvrir" "lardon" +4 "recouvrir" "légume" +1 "recouvrir" "mélange" +2 "recouvrir" "morceau" +3 "recouvrir" "moule" +1 "recouvrir" "moule-à-tarte" +2 "recouvrir" "oignon" +1 "recouvrir" "pain-de-campagne" +4 "recouvrir" "pâte" +2 "recouvrir" "pâté" +1 "recouvrir" "plaque" +1 "recouvrir" "plaque-de-cuisson" +1 "recouvrir" "plat" +1 "recouvrir" "pleurote" +3 "recouvrir" "poireau" +1 "recouvrir" "pulpe" +1 "recouvrir" "quiche" +3 "recouvrir" "ramequin" +1 "recouvrir" "salade" +3 "recouvrir" "saladier" +1 "recouvrir" "saumon" +2 "recouvrir" "surface" +1 "recouvrir" "tartelette" +1 "recouvrir" "temps" +3 "recouvrir" "terrine" +3 "recouvrir" "tomate" +21 "recouvrir" "tout" +2 "recouvrir" "tranche" +1 "recouvrir" "verrine" +106 "rectifier" "assaisonnement" +1 "rectifier" "consistance" +1 "rectifier" "goût" +1 "rectifier" "sauce" +3 "rectifier" "sel" +4 "recueillir" "jus" +2 "recueillir" "pulpe" +1 "recueillir" "tout" +11 "récupérer" "chair" +2 "récupérer" "chute" +1 "récupérer" "crème" +2 "récupérer" "eau" +2 "récupérer" "graine" +1 "récupérer" "huile" +3 "récupérer" "jaune" +12 "récupérer" "jus" +1 "récupérer" "lardon" +1 "récupérer" "louche" +1 "récupérer" "maximum" +1 "récupérer" "noix" +1 "récupérer" "oeuf" +1 "récupérer" "pois-chiche" +3 "récupérer" "pulpe" +1 "récupérer" "quartier" +1 "récupérer" "suc" +1 "récupérer" "suprême" +2 "récupérer" "tomate" +1 "récupérer" "vert" +1 "récupérer" "viande" +2 "récupérer" "zeste" +1 "redorer" "bord" +1 "réduire" "acidité" +1 "réduire" "apport" +1 "réduire" "bouillon" +1 "réduire" "cèpe" +1 "réduire" "crème" +1 "réduire" "cuisson" +1 "réduire" "dernier" +1 "réduire" "dose" +1 "réduire" "échalote" +1 "réduire" "ensemble" +7 "réduire" "feu" +1 "réduire" "fumet" +1 "réduire" "gorgonzola" +1 "réduire" "graine" +5 "réduire" "instant" +10 "réduire" "jus" +3 "réduire" "liquide" +2 "réduire" "minute" +1 "réduire" "noix" +1 "réduire" "oeuf-dur" +1 "réduire" "pain" +2 "réduire" "préparation" +1 "réduire" "puissance" +1 "réduire" "purée" +2 "réduire" "sauce" +1 "réduire" "temps" +1 "réduire" "thermostat" +1 "réduire" "tomate" +2 "réduire" "tout" +2 "réduire" "vin" +1 "réduire" "vinaigre-balsamique" +1 "réduire" "vin-blanc" +1 "rééquilibrer" "menu" +1 "refaire" "opération" +1 "refermer" "artichaut" +1 "refermer" "bande" +1 "refermer" "barde" +1 "refermer" "bocal" +1 "refermer" "bord" +3 "refermer" "brick" +2 "refermer" "carré" +2 "refermer" "chausson" +3 "refermer" "cocotte" +2 "refermer" "cocotte-minute" +2 "refermer" "crêpe" +7 "refermer" "feuille" +1 "refermer" "film" +1 "refermer" "main" +1 "refermer" "monticule" +1 "refermer" "moule" +1 "refermer" "pain" +1 "refermer" "papier" +1 "refermer" "papillote" +5 "refermer" "pâte" +1 "refermer" "pâte-feuilletée" +1 "refermer" "petit-pain" +1 "refermer" "portion" +1 "refermer" "purée" +1 "refermer" "quart" +1 "refermer" "saumon" +1 "refermer" "tarte" +3 "refermer" "terrine" +2 "refermer" "tout" +2 "refermer" "tranche" +1 "refermer" "triangle" +1 "refondre" "résidu" +1 "reformer" "foie-gras" +1 "réfrigérer" "pendant" +1 "refroidir" "asperge" +1 "refroidir" "aubergine" +1 "refroidir" "ballottine" +1 "refroidir" "bouillon" +1 "refroidir" "cake" +1 "refroidir" "crème" +1 "refroidir" "foie-gras" +2 "refroidir" "gâteau" +4 "refroidir" "heure" +1 "refroidir" "légume" +3 "refroidir" "minute" +1 "refroidir" "moment" +1 "refroidir" "nuit" +1 "refroidir" "oeuf" +1 "refroidir" "pain" +1 "refroidir" "pâté" +1 "refroidir" "pâte-feuilletée" +1 "refroidir" "pâtes" +1 "refroidir" "persillade" +1 "refroidir" "pomme" +1 "refroidir" "pomme-de-terre" +3 "refroidir" "terrine" +1 "refroidir" "tomate" +1 "refroidir" "tourteau" +3 "refroidir" "tout" +1 "régaler" "ami" +1 "régaler" "famille" +1 "régaler" "hôte" +1 "regarder" "aspect" +1 "regarder" "schéma" +3 "rehausser" "goût" +1 "rejoindre" "coin" +1 "relever" "douceur" +1 "relever" "exercice" +1 "relever" "extrémité" +3 "relever" "goût" +1 "relever" "plat" +1 "relever" "radis" +1 "relever" "sauce" +1 "relever" "touche" +1 "relever" "vinaigrette" +1 "remettre" "artichaut" +2 "remettre" "bouillon" +1 "remettre" "bout" +1 "remettre" "calotte" +1 "remettre" "canard" +1 "remettre" "capot" +1 "remettre" "casserole" +1 "remettre" "champignon" +11 "remettre" "chapeau" +6 "remettre" "couche" +3 "remettre" "couvercle" +1 "remettre" "crevette" +1 "remettre" "épice" +1 "remettre" "feuille" +1 "remettre" "foie" +1 "remettre" "four" +1 "remettre" "herbe" +1 "remettre" "huile" +2 "remettre" "huître" +1 "remettre" "lait" +1 "remettre" "lardon" +1 "remettre" "liquide" +1 "remettre" "noix" +1 "remettre" "oignon" +1 "remettre" "paupiette" +1 "remettre" "pistil" +1 "remettre" "poisson" +1 "remettre" "pomme-de-terre" +1 "remettre" "préparation" +1 "remettre" "quantité" +1 "remettre" "quenelle" +1 "remettre" "sauce" +1 "remettre" "soupe" +1 "remettre" "terrine" +4 "remettre" "tout" +2 "remettre" "tranche" +1 "remettre" "velouté" +1 "remettre" "verre" +1 "remettre" "verrine" +2 "remettre" "viande" +1 "remplacer" "asperge" +1 "remplacer" "avocat" +2 "remplacer" "bacon" +1 "remplacer" "baguette" +1 "remplacer" "basilic" +1 "remplacer" "blette" +1 "remplacer" "camembert" +2 "remplacer" "champignon" +1 "remplacer" "comté" +1 "remplacer" "concentré" +1 "remplacer" "coquille-Saint-Jacques" +1 "remplacer" "coquille-St-Jacques" +1 "remplacer" "coriandre" +1 "remplacer" "courgette" +2 "remplacer" "crabe" +2 "remplacer" "crème" +2 "remplacer" "crème-fraîche" +1 "remplacer" "cresson" +2 "remplacer" "crevette" +1 "remplacer" "curry" +2 "remplacer" "eau" +1 "remplacer" "emmental" +1 "remplacer" "escargot" +1 "remplacer" "fane" +1 "remplacer" "feuille" +1 "remplacer" "ficelle" +1 "remplacer" "fil" +1 "remplacer" "filet" +2 "remplacer" "fromage" +1 "remplacer" "fromage-de-brebis" +1 "remplacer" "gorgonzola" +1 "remplacer" "haddock" +4 "remplacer" "jambon" +1 "remplacer" "lait" +4 "remplacer" "lardon" +1 "remplacer" "légume" +1 "remplacer" "litre" +2 "remplacer" "noix" +1 "remplacer" "oeuf-dur" +1 "remplacer" "persil" +1 "remplacer" "petit-suisse" +2 "remplacer" "pignon" +3 "remplacer" "piment" +1 "remplacer" "poivron" +1 "remplacer" "pomme" +1 "remplacer" "poulet" +1 "remplacer" "queue" +1 "remplacer" "riz" +1 "remplacer" "romarin" +1 "remplacer" "roquefort" +1 "remplacer" "rôti" +2 "remplacer" "sauce" +5 "remplacer" "saumon" +2 "remplacer" "sel" +1 "remplacer" "sole" +1 "remplacer" "soupe-à-l'oignon" +4 "remplacer" "thon" +5 "remplacer" "tomate" +1 "remplacer" "vermicelle" +1 "remplacer" "volaille" +2 "remplacer" "yaourt" +1 "remplir" "avocat" +1 "remplir" "blanc" +3 "remplir" "bocal" +1 "remplir" "boîte" +1 "remplir" "bol" +2 "remplir" "bouchée" +1 "remplir" "boyau" +1 "remplir" "brioche" +2 "remplir" "casserole" +1 "remplir" "cavité" +1 "remplir" "chapeau" +2 "remplir" "concombre" +1 "remplir" "conserve" +1 "remplir" "coque" +7 "remplir" "coquille" +3 "remplir" "croûte" +1 "remplir" "empreinte" +1 "remplir" "espace" +1 "remplir" "feuille" +1 "remplir" "fond" +1 "remplir" "fond-d'artichaut" +1 "remplir" "interstice" +1 "remplir" "marmite" +1 "remplir" "moitié" +11 "remplir" "moule" +1 "remplir" "pamplemousse" +1 "remplir" "pâte-brisée" +1 "remplir" "plat" +2 "remplir" "poivron" +1 "remplir" "pot" +3 "remplir" "ramequin" +1 "remplir" "tarte" +5 "remplir" "terrine" +7 "remplir" "tomate" +1 "remplir" "torchon" +1 "remplir" "triangle" +1 "remplir" "trou" +1 "remplir" "verre" +3 "remplir" "verrine" +1 "remplir" "vide" +1 "remplir" "vol-au-vent" +1 "remporter" "succès" +1 "remuer" "avant" +1 "remuer" "caviar" +2 "remuer" "fois" +1 "remuer" "instant" +1 "remuer" "légume" +1 "remuer" "mélange" +1 "remuer" "minute" +1 "remuer" "morceau" +1 "remuer" "oeuf" +2 "remuer" "préparation" +1 "remuer" "salade" +1 "remuer" "soupe" +10 "remuer" "tout" +1 "remuer" "velouté" +2 "rendre" "appareil" +1 "rendre" "aumônière" +1 "rendre" "bouillon" +1 "rendre" "cake" +1 "rendre" "camembert" +1 "rendre" "chose" +1 "rendre" "crème" +1 "rendre" "cuisson" +17 "rendre" "eau" +1 "rendre" "entrée" +1 "rendre" "foie-gras" +1 "rendre" "graisse" +3 "rendre" "jus" +1 "rendre" "mélange" +2 "rendre" "pâté" +1 "rendre" "plat" +1 "rendre" "potage" +1 "rendre" "purée-de-tomates" +1 "rendre" "recette" +1 "rendre" "rillettes" +2 "rendre" "sauce" +1 "rendre" "soupe" +1 "rendre" "velouté" +1 "renforcer" "côté" +15 "renouveler" "opération" +1 "renouveler" "pulvérisation" +1 "renouveler" "trio" +7 "rentrer" "bord" +2 "rentrer" "pâte" +1 "rentrer" "pince" +1 "répandre" "cuillère" +1 "répandre" "graine" +1 "répandre" "huile" +1 "répandre" "jaune" +2 "répandre" "sauce" +1 "repartir" "crème" +1 "repartir" "ébullition" +1 "repartir" "lardon" +1 "repartir" "mélange" +1 "repartir" "poireau" +2 "répartir" "appareil" +1 "répartir" "autour" +1 "répartir" "bacon" +1 "répartir" "carotte" +2 "répartir" "chair" +1 "répartir" "champignon" +1 "répartir" "chèvre" +1 "répartir" "chorizo" +2 "répartir" "chou-fleur" +1 "répartir" "comté" +1 "répartir" "couche" +1 "répartir" "couleurs" +1 "répartir" "courge" +1 "répartir" "crabe" +3 "répartir" "crème" +1 "répartir" "crème-fraîche" +1 "répartir" "crevette" +1 "répartir" "crevette-grise" +1 "répartir" "cube" +2 "répartir" "cuillère" +3 "répartir" "dé" +1 "répartir" "échalote" +1 "répartir" "endive" +2 "répartir" "ensemble" +1 "répartir" "épice" +1 "répartir" "épinard" +1 "répartir" "farce" +1 "répartir" "feuille" +1 "répartir" "figue" +1 "répartir" "fondue" +1 "répartir" "fourme" +3 "répartir" "fromage" +1 "répartir" "garniture" +2 "répartir" "gruyère" +1 "répartir" "herbe" +4 "répartir" "ingrédient" +1 "répartir" "jambon" +1 "répartir" "lait-concentré" +1 "répartir" "langoustine" +1 "répartir" "lanière" +7 "répartir" "lardon" +3 "répartir" "légume" +1 "répartir" "marmelade" +1 "répartir" "mayonnais" +11 "répartir" "mélange" +4 "répartir" "moitié" +2 "répartir" "morceau" +2 "répartir" "moule" +1 "répartir" "mousse" +1 "répartir" "mozzarella" +2 "répartir" "noix" +1 "répartir" "oeuf" +2 "répartir" "oignon" +1 "répartir" "olive" +2 "répartir" "pain" +1 "répartir" "partie" +2 "répartir" "pâte" +1 "répartir" "persillade" +1 "répartir" "poivre" +1 "répartir" "potage" +1 "répartir" "poulet" +1 "répartir" "pousse" +15 "répartir" "préparation" +2 "répartir" "purée" +2 "répartir" "quartier" +1 "répartir" "raisin" +1 "répartir" "ratatouille" +1 "répartir" "reste" +1 "répartir" "romarin" +1 "répartir" "roquefort" +1 "répartir" "roquette" +1 "répartir" "salade" +5 "répartir" "sauce" +1 "répartir" "saumon" +2 "répartir" "sel" +1 "répartir" "soupe" +1 "répartir" "tartare" +2 "répartir" "thon" +6 "répartir" "tomate" +1 "répartir" "tout" +4 "répartir" "tranche" +1 "répartir" "tranche-de-pain" +1 "répartir" "velouté" +1 "répartir" "verrine" +1 "répartir" "vinaigrette" +1 "repasser" "fois" +1 "répéter" "fois" +15 "répéter" "opération" +3 "replacer" "chapeau" +1 "replacer" "couvercle" +1 "replier" "autour" +7 "replier" "bord" +2 "replier" "coin" +1 "replier" "crépine" +1 "replier" "disque" +1 "replier" "extrémité" +1 "replier" "film" +1 "replier" "fleurs" +1 "replier" "moitié" +1 "replier" "nem" +1 "replier" "papillote" +2 "replier" "pâte" +1 "replier" "portion" +1 "reposer" "beurre" +2 "reposer" "cake" +1 "reposer" "chapeau" +1 "reposer" "dé" +3 "reposer" "dizaine" +2 "reposer" "heure" +1 "reposer" "légume" +2 "reposer" "minute" +1 "reposer" "moment" +2 "reposer" "nuit" +4 "reposer" "pâte" +1 "reposer" "pendant" +3 "reposer" "préparation" +1 "reposer" "sauce" +1 "reposer" "temps" +3 "reprendre" "ébullition" +1 "reprendre" "fondue" +1 "reprendre" "forme" +1 "reprendre" "pâte" +1 "reprendre" "tour" +1 "représenter" "antenne" +1 "réserver" "5ème" +1 "réserver" "assiette" +1 "réserver" "beau-morceau" +1 "réserver" "betterave" +1 "réserver" "blanc" +3 "réserver" "bouillon" +1 "réserver" "brin" +1 "réserver" "brochette" +1 "réserver" "carré" +1 "réserver" "cerneau" +2 "réserver" "chair" +1 "réserver" "champignon" +3 "réserver" "chapeau" +2 "réserver" "coque" +3 "réserver" "coquille" +1 "réserver" "corail-rouge" +1 "réserver" 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"sortir" "aubergine" +1 "sortir" "banane" +1 "sortir" "bêtes" +1 "sortir" "beurre" +1 "sortir" "bière" +1 "sortir" "blini" +1 "sortir" "bocal" +2 "sortir" "cake" +1 "sortir" "camembert" +1 "sortir" "carré" +1 "sortir" "casserole" +1 "sortir" "cassolette" +2 "sortir" "chair" +1 "sortir" "champignon" +1 "sortir" "chou" +2 "sortir" "coquille" +1 "sortir" "crabe" +1 "sortir" "cube" +1 "sortir" "eau" +1 "sortir" "escargot" +2 "sortir" "feuille" +1 "sortir" "figue" +6 "sortir" "foie" +2 "sortir" "foie-gras" +1 "sortir" "fromage" +1 "sortir" "gratin" +1 "sortir" "huître" +1 "sortir" "langouste" +1 "sortir" "lobe" +1 "sortir" "lotte" +1 "sortir" "maximum" +1 "sortir" "morceau" +4 "sortir" "moule" +3 "sortir" "oeuf" +1 "sortir" "pain" +5 "sortir" "pâte" +1 "sortir" "pâté" +1 "sortir" "pâte-brisée" +1 "sortir" "pied-de-veau" +1 "sortir" "pissaladière" +1 "sortir" "pizza" +1 "sortir" "plaque" +4 "sortir" "plat" +1 "sortir" "poireau" +2 "sortir" "poisson" +5 "sortir" "poivron" +1 "sortir" "pomme-de-terre" +2 "sortir" "poulet" +1 "sortir" "quartier" +3 "sortir" "ramequin" +1 "sortir" "rillettes" +1 "sortir" "roquefort" +2 "sortir" "salade" +1 "sortir" "saladier" +2 "sortir" "soufflé" +4 "sortir" "tarte" +5 "sortir" "terrine" +2 "sortir" "tête" +2 "sortir" "tomate" +1 "sortir" "verre" +1 "sortir" "viande" +1 "sortir" "vol-au-vent" +23 "souder" "bord" +1 "souder" "pâte" +1 "souder" "pâtes" +1 "souhaiter" "gouttes" +1 "souhaiter" "lardon" +1 "souhaiter" "mélange" +1 "souhaiter" "pâté" +1 "souhaiter" "résultat" +1 "souhaiter" "tarte" +9 "stopper" "cuisson" +2 "strier" "dessus" +1 "strier" "pâte" +1 "sucrer" "tout" +2 "suer" "échalote" +1 "suer" "noix" +1 "suer" "tout" +1 "suggérer" "fleurette" +1 "suivre" "bord" +1 "suivre" "contour" +1 "suivre" "côté" +1 "suivre" "dessin" +1 "suivre" "indication" +1 "suivre" "Instructions" +1 "suivre" "préparation" +1 "suivre" "procédure" +1 "suivre" "recette" +1 "super" "été" +1 "superposer" "couches" +1 "superposer" "crêpe" +2 "superposer" "feuille" +1 "superposer" "fromage-blanc" +1 "superposer" "lamelle" +1 "superposer" "rondelle" +1 "superposer" "tranche" +1 "supporter" "cuisson" +1 "supporter" "oignon" +1 "supporter" "poireau" +1 "supprimer" "béchamel" +1 "supprimer" "dé" +1 "supprimer" "escargot" +3 "supprimer" "pépin" +1 "supprimer" "poche" +1 "supprimer" "poivron" +1 "supprimer" "pomme-de-terre" +1 "supprimer" "purée" +1 "supprimer" "sable" +1 "surmonter" "fagot" +1 "surmonter" "pâté" +1 "surmonter" "tout" +3 "surprendre" "convive" +1 "surprendre" "entourage" +2 "surveiller" "coloration" +33 "surveiller" "cuisson" +1 "surveiller" "déroulement" +1 "surveiller" "dessus" +1 "surveiller" "fin" +1 "surveiller" "lardon" +1 "surveiller" "potage" +2 "suspendre" "noix" +1 "tailler" "bouchée" +1 "tailler" "carotte" +1 "tailler" "chair" +1 "tailler" "chorizo" +1 "tailler" "concombre" +1 "tailler" "courgette" +1 "tailler" "crevette" +1 "tailler" "feuille" +1 "tailler" "filet" +1 "tailler" "foie-gras" +1 "tailler" "jambon" +1 "tailler" "lamelle" +2 "tailler" "légume" +1 "tailler" "mozzarella" +1 "tailler" "oignon" +1 "tailler" "ouverture" +1 "tailler" "poireau" +2 "tailler" "poitrine" +2 "tailler" "poivron" +1 "tailler" "premier" +1 "tailler" "quartier" +1 "tailler" "ris-de-veau" +1 "tailler" "rond" +3 "tailler" "saumon" +1 "tailler" "talon" +1 "tailler" "tronçon" +8 "tamiser" "farine" +1 "tamiser" "fromage" +1 "tamiser" "jus" +1 "taper" "farce" +1 "tapisser" "assiette" +2 "tapisser" "bord" +2 "tapisser" "côté" +29 "tapisser" "fond" +1 "tapisser" "fonds" +16 "tapisser" "moule" +4 "tapisser" "moule-à-tarte" +2 "tapisser" "paroi" +2 "tapisser" "pâte" +1 "tapisser" "plat" +1 "tapisser" "préparation" +4 "tapisser" "ramequin" +1 "tapisser" "saladier" +6 "tapisser" "terrine" +1 "tapisser" "tour" +1 "tapisser" "tranche" +1 "tapisser" "verre" +1 "tartiner" "aubergine" +1 "tartiner" "blini" +1 "tartiner" "caviar" +1 "tartiner" "crêpe" +1 "tartiner" "filet" +2 "tartiner" "fond" +1 "tartiner" "galette" +1 "tartiner" "instant" +1 "tartiner" "intérieur" +1 "tartiner" "mélange" +1 "tartiner" "morceau" +1 "tartiner" "pain" +1 "tartiner" "partie" +1 "tartiner" "pâte-feuilletée" +1 "tartiner" "préparation" +2 "tartiner" "tranche" +4 "tartiner" "tranche-de-pain" +1 "tasser" "ensemble" +1 "tasser" "farce" +1 "tasser" "foie-gras" +1 "tasser" "pâté" +1 "tasser" "préparation" +1 "tasser" "purée" +7 "tasser" "tout" +1 "tendre" "salade" +1 "tenir" "coquillage" +1 "tenir" "montage" +1 "tenir" "recette" +1 "tenir" "roulade" +1 "tenter" "vinaigrette" +10 "terminer" "cuisson" +1 "terminer" "mélange" +1 "terminer" "montage" +1 "terminer" "préparation" +1 "terminer" "présentation" +1 "terminer" "recette" +1 "terminer" "rouleau" +1 "ternir" "goût" +1 "terrer" "barde" +1 "tester" "consistance" +1 "tester" "marques" +1 "tester" "recette" +1 "tiédir" "gelée" +1 "tiédir" "huile" +5 "tiédir" "lait" +1 "tiédir" "minute" +1 "tiédir" "pomme-de-terre" +1 "tiédir" "vin-blanc" +1 "tirer" "film" +1 "toaster" "pain-de-mie" +2 "toaster" "tranche-de-pain" +1 "tomber" "goutte" +1 "tomber" "miel" +1 "tourner" "appareil" +1 "tourner" "crêpe" +1 "tourner" "extrémité" +1 "tourner" "fois" +1 "tourner" "quinzaine" +1 "tourner" "robot" +1 "tourner" "saucier" +1 "tracer" "croix" +1 "tracer" "dessin" +1 "tracer" "disque" +1 "tracer" "ligne" +1 "trancher" "artichaut" +1 "trancher" "carotte" +1 "trancher" "cervelas" +1 "trancher" "chèvre" +1 "trancher" "chorizo" +2 "trancher" "chou" +1 "trancher" "concombre" +1 "trancher" "coquille" +1 "trancher" "courge" +3 "trancher" "courgette" +2 "trancher" "filet" +2 "trancher" "foie-gras" +2 "trancher" "jambon" +1 "trancher" "légume" +1 "trancher" "oeuf" +1 "trancher" "oeuf-dur" +1 "trancher" "pain-d'épice" +1 "trancher" "poireau" +1 "trancher" "poivron" +1 "trancher" "terrine" +4 "trancher" "tomate" +1 "trancher" "viande" +1 "transformer" "apéro" +1 "transformer" "reste" +1 "transformer" "tourte" +1 "transmettre" "idées" +1 "transporter" "cercle" +1 "transvaser" "préparation" +1 "transvaser" "tout" +2 "travailler" "beurre" +1 "travailler" "farce" +1 "travailler" "farine" +1 "travailler" "fois" +2 "travailler" "fromage" +1 "travailler" "fromage-blanc" +1 "travailler" "fromage-de-chèvre" +1 "travailler" "mélange" +3 "travailler" "pâte" +1 "travailler" "préparation" +1 "travailler" "sauce" +1 "travailler" "sucre" +4 "travailler" "tout" +2 "tremper" "biscotte" +1 "tremper" "boule" +1 "tremper" "bouquet" +1 "tremper" "boyau" +1 "tremper" "branche" +2 "tremper" "champignon" +1 "tremper" "crevette" +1 "tremper" "cube" +7 "tremper" "feuille" +1 "tremper" "fève" +1 "tremper" "flocon" +1 "tremper" "foie-gras" +1 "tremper" "fruit-sec" +5 "tremper" "galette" +1 "tremper" "gamba" +1 "tremper" "gélatine" +3 "tremper" "haricot" +2 "tremper" "lamelle" +1 "tremper" "lèvre" +1 "tremper" "mie" +7 "tremper" "mie-de-pain" +1 "tremper" "minute" +1 "tremper" "morceau" +1 "tremper" "morille" +1 "tremper" "moule" +1 "tremper" "mozzarella" +1 "tremper" "nem" +1 "tremper" "noix" +1 "tremper" "nuit" +1 "tremper" "oreille" +12 "tremper" "pain" +1 "tremper" "pain-de-mie" +1 "tremper" "plat" +1 "tremper" "poireau" +1 "tremper" "pois-chiche" +1 "tremper" "pomme" +2 "tremper" "raisin" +4 "tremper" "raisin-sec" +1 "tremper" "rondelle" +1 "tremper" "rouelle" +1 "tremper" "semoule" +2 "tremper" "tomate" +3 "tremper" "tranche" +2 "tremper" "tranche-de-pain" +1 "tremper" "vermicelle" +2 "trier" "feuille" +1 "trouer" "peau" +1 "trouver" "compte" +1 "trouver" "équilibre" +1 "trouver" "froid" +1 "trouver" "fromage-blanc" +1 "trouver" "ingrédient" +1 "trouver" "mélange" +1 "trouver" "parmesan" +1 "trouver" "potage" +1 "trouver" "poule" +1 "trouver" "préparation" +1 "trouver" "sirop" +1 "trouver" "spécialité" +1 "trouver" "substitut" +1 "trouver" "thon" +1 "trouver" "truffe" +1 "trouver" "vinaigre" +1 "tuer" "goût" +1 "tuer" "sanglier" +1 "typer" "arachide" +1 "typer" "bourgogne" +3 "typer" "chablis" +1 "typer" "cocotte-minute" +1 "typer" "coeur-de-boeuf" +1 "typer" "côte" +1 "typer" "mâcon" +1 "typer" "mesclun" +1 "typer" "morille" +2 "typer" "moule" +1 "typer" "muscadet" +1 "typer" "pain" +1 "typer" "pinot" +1 "typer" "potée" +1 "typer" "ramequin" +1 "typer" "sancerre" +1 "typer" "steak" +1 "typer" "vin-d'Alsace" +1 "typer" "vin-jaune" +1 "utiliser" "appareil" +1 "utiliser" "aubergine" +1 "utiliser" "autocuiseur" +1 "utiliser" "bâtonnet" +1 "utiliser" "beau" +1 "utiliser" "betterave" +1 "utiliser" "beurre" +1 "utiliser" "blanc-d'oeufs" +1 "utiliser" "bol" +1 "utiliser" "brin" +1 "utiliser" "brocoli" +1 "utiliser" "carde" +1 "utiliser" "chaleur" +1 "utiliser" "chapeau" +1 "utiliser" "chèvre" +1 "utiliser" "chou-rouge" +1 "utiliser" "citrouille" +1 "utiliser" "coquille-Saint-Jacques" +1 "utiliser" "couleurs" +1 "utiliser" "court-bouillon" +3 "utiliser" "crevette" +1 "utiliser" "cube" +1 "utiliser" "cuiller" +1 "utiliser" "cuillère" +3 "utiliser" "économe" +1 "utiliser" "essoreuse" +1 "utiliser" "fane" +2 "utiliser" "feuille" +1 "utiliser" "filet" +1 "utiliser" "foie-gras" +1 "utiliser" "fouet" +2 "utiliser" "fruits-de-mer" +1 "utiliser" "galet" +1 "utiliser" "galette" +1 "utiliser" "gaperon" +1 "utiliser" "gressin" +1 "utiliser" "hachoir" +2 "utiliser" "herbe" +2 "utiliser" "huile" +1 "utiliser" "jet" +2 "utiliser" "jus" +2 "utiliser" "la" +1 "utiliser" "légume" +1 "utiliser" "mandoline" +1 "utiliser" "matière" +3 "utiliser" "mayonnaise" +1 "utiliser" "micro-onde" +1 "utiliser" "mixer" +1 "utiliser" "mixeur" +3 "utiliser" "moule" +1 "utiliser" "mousse" +4 "utiliser" "noix" +1 "utiliser" "pâte-feuilletée" +2 "utiliser" "petit-pois" +1 "utiliser" "pic" +1 "utiliser" "pied" +1 "utiliser" "pilon" +1 "utiliser" "pinceau" +2 "utiliser" "poêle" +1 "utiliser" "poire" +2 "utiliser" "poivron" +1 "utiliser" "pour" +3 "utiliser" "préparation" +1 "utiliser" "produit" +1 "utiliser" "ramequin" +3 "utiliser" "recette" +1 "utiliser" "récipient" +4 "utiliser" "reste" +4 "utiliser" "robot" +1 "utiliser" "sachet" +1 "utiliser" "sardine" +2 "utiliser" "sorte" +4 "utiliser" "tomate" +2 "utiliser" "type" +1 "utiliser" "ustensile" +2 "utiliser" "verre" +1 "utiliser" "vin" +1 "valoir" "tomate" +2 "varier" "assaisonnement" +1 "varier" "fromage" +1 "varier" "garniture" +1 "varier" "goût" +1 "varier" "ingrédient" +1 "varier" "légume" +3 "varier" "plaisir" +1 "varier" "poisson" +3 "varier" "quantité" +3 "varier" "recette" +2 "varier" "saveur" +1 "varier" "sensation" +1 "velouter" "consistance" +22 "vérifier" "assaisonnement" +28 "vérifier" "cuisson" +2 "vérifier" "eau" +2 "vérifier" "élasticité" +1 "vérifier" "Instructions" +11 "verser" "appareil" +1 "verser" "armagnac" +2 "verser" "assaisonnement" +1 "verser" "baie" +3 "verser" "béchamel" +1 "verser" "beurre" +1 "verser" "bière" +1 "verser" "blanc-d'oeufs" +1 "verser" "boîte" +28 "verser" "bouillon" +2 "verser" "bouteille" +1 "verser" "brioche" +1 "verser" "briquette" +1 "verser" "câpre" +1 "verser" "caramel" +2 "verser" "carotte" +1 "verser" "champagne" +3 "verser" "champignon" +1 "verser" "chapelure" +1 "verser" "chèvre" +2 "verser" "cidre" +1 "verser" "coco" +4 "verser" "cognac" +1 "verser" "consommé" +14 "verser" "contenu" +1 "verser" "copeau" +1 "verser" "cordon" +5 "verser" "couche" +5 "verser" "coulis" +1 "verser" "courge" +1 "verser" "courgette" +1 "verser" "court-bouillon" +21 "verser" "crème" +1 "verser" "crème-anglaise" +9 "verser" "crème-fraîche" +1 "verser" "cube" +8 "verser" "cuillère" +1 "verser" "cuisse-de-grenouille" +1 "verser" "dernier" +23 "verser" "eau" +1 "verser" "eau-chaude" +1 "verser" "écrevisse" +2 "verser" "ensemble" +3 "verser" "épinard" +3 "verser" "équivalent" +2 "verser" "escargot" +2 "verser" "faisselle" +17 "verser" "farine" +1 "verser" "fécule" +19 "verser" "filet" +1 "verser" "foie" +6 "verser" "fond" +2 "verser" "fondue" +2 "verser" "fumet" +1 "verser" "garniture" +7 "verser" "gelée" +1 "verser" "gouttes" +23 "verser" "huile" +1 "verser" "huile-de-noix" +6 "verser" "ingrédient" +1 "verser" "intégralité" +1 "verser" "jaune-d'oeuf" +17 "verser" "jus" +33 "verser" "lait" +1 "verser" "laitance" +1 "verser" "lait-concentré" +2 "verser" "lait-de-coco" +1 "verser" "laitue" +1 "verser" "lamelle" +1 "verser" "lard" +3 "verser" "lardon" +8 "verser" "légume" +1 "verser" "levure" +1 "verser" "liaison" +1 "verser" "liant" +5 "verser" "litre" +2 "verser" "louche" +3 "verser" "marinade" +1 "verser" "mayonnais" +60 "verser" "mélange" +1 "verser" "mélange-homogène" +6 "verser" "miel" +1 "verser" "miette" +1 "verser" "mirepoix" +12 "verser" "moitié" +1 "verser" "moule" +1 "verser" "muscat" +4 "verser" "oeuf" +3 "verser" "oignon" +1 "verser" "omelette" +1 "verser" "orange" +1 "verser" "parmesan" +1 "verser" "pastis" +9 "verser" "pâte" +1 "verser" "pâtes" +1 "verser" "petit" +2 "verser" "petit-pois" +1 "verser" "poignée" +2 "verser" "poireau" +1 "verser" "pois-chiche" +1 "verser" "poivron" +1 "verser" "polenta" +1 "verser" "pomme-de-terre" +3 "verser" "porto" +3 "verser" "potage" +175 "verser" "préparation" +1 "verser" "pulpe" +5 "verser" "purée" +2 "verser" "quart" +1 "verser" "quinoa" +2 "verser" "rasade" +1 "verser" "ratatouille" +1 "verser" "réduction" +12 "verser" "reste" +1 "verser" "riz" +1 "verser" "rondelle" +2 "verser" "sachet" +38 "verser" "sauce" +1 "verser" "sauce-béchamel" +1 "verser" "sel" +2 "verser" "semoule" +1 "verser" "sirop" +1 "verser" "soupçon" +12 "verser" "soupe" +1 "verser" "suc" +6 "verser" "tomate" +47 "verser" "tout" +1 "verser" "tout-petit" +1 "verser" "trois-quarts" +2 "verser" "velouté" +1 "verser" "verre" +1 "verser" "verrine" +1 "verser" "viande" +6 "verser" "vin" +9 "verser" "vinaigre" +16 "verser" "vinaigrette" +10 "verser" "vin-blanc" +1 "vider" "brioche" +2 "vider" "chair" +1 "vider" "citron" +1 "vider" "coquille" +3 "vider" "eau" +1 "vider" "excédent" +1 "vider" "framboise" +1 "vider" "grain" +1 "vider" "gras" +1 "vider" "hachoir" +3 "vider" "huile" +2 "vider" "intérieur" +1 "vider" "intestin" +3 "vider" "jus" +1 "vider" "kiwi" +3 "vider" "pépin" +2 "vider" "poivron" +1 "vider" "pot" +1 "vider" "potiron" +1 "vider" "tomate" +1 "vider" "volaille" +1 "vieillir" "pot" +1 "vinaigrer" "câpre" +1 "vinaigrer" "sel" +1 "voiler" "plat" +1 "voir" "coupée" +1 "voir" "cuisson" +1 "voir" "déclinaison" +1 "voir" "notice" +1 "voir" "photo" +2 "voir" "recette" +1 "voir" "remarque" +1 "voir" "suite" +1 "voir" "vert" +1 "vouloir" "recette" +1 "vouloir" "sauce" +1 "vouloir" "tarte" +1 "vouloir" "velouté" +1 "zester" "orange" + diff --git a/test/LearningTest/TestCoclustering/Standard/FormatFichier/CoupleUTF8.txt b/test/LearningTest/TestCoclustering/Standard/FormatFichier/CoupleUTF8.txt new file mode 100644 index 000000000..87e8d6ff2 --- /dev/null +++ b/test/LearningTest/TestCoclustering/Standard/FormatFichier/CoupleUTF8.txt @@ -0,0 +1,8153 @@ +fre ver nom +1 "abaisser" "moitié" +4 "abaisser" "pâte" +2 "abaisser" "pâte-brisée" +1 "abaisser" "pâte-feuilletée" +1 "abaisser" "reste" +1 "abaisser" "température" +1 "abaisser" "trois-quarts" +1 "abîmer" "coque" +1 "abîmer" "croûte" +1 "abîmer" "écorce" +1 "abîmer" "paroi" +1 "abîmer" "peau" +3 "absorber" "eau" +1 "absorber" "excès" +1 "absorber" "gras" +1 "absorber" "jaune" +1 "absorber" "maximum" +1 "absorber" "surplus" +2 "accélérer" "cuisson" +1 "accentuer" "côté" +1 "accentuer" "onctuosité" +2 "accompagner" "barbecue" +2 "accompagner" "beignet" +1 "accompagner" "brick" +2 "accompagner" "cake" +1 "accompagner" "coquillage" +1 "accompagner" "courgette" +1 "accompagner" "croûton" +1 "accompagner" "dégustation" +1 "accompagner" "dune" +4 "accompagner" "entrée" +1 "accompagner" "foie-gras" +1 "accompagner" "galette" +1 "accompagner" "grillade" +1 "accompagner" "maquereau" +1 "accompagner" "papillote" +6 "accompagner" "plat" +1 "accompagner" "pois-chiche" +1 "accompagner" "poisson" +1 "accompagner" "quiche" +1 "accompagner" "repas" +3 "accompagner" "salade" +1 "accompagner" "soupe" +1 "accompagner" "tarte" +2 "accompagner" "terrine" +1 "accompagner" "tout" +1 "accompagner" "tranche-de-pain" +2 "accompagner" "velouté" +1 "accompagner" "verrine" +2 "accompagner" "viande" +1 "accompagner" "volaille" +1 "acheter" "baguette" +1 "acheter" "bocal" +1 "acheter" "lardon" +1 "acheter" "pain" +2 "acheter" "pâte" +1 "acheter" "poivron" +1 "acheter" "roquette" +1 "acheter" "salade" +2 "acheter" "tranche" +1 "achever" "cuisson" +1 "aciduler" "pomme" +1 "adapter" "assaisonnement" +1 "adapter" "dose" +3 "adapter" "quantité" +5 "adapter" "recette" +1 "additionner" "cuillère" +1 "additionner" "moitié" +1 "adjoindre" "dé" +1 "adorer" "endive" +1 "adorer" "recette" +1 "adorer" "soupe" +1 "adoucir" "goût" +1 "aérer" "grain" +1 "affleurer" "chou-fleur" +2 "agrémenter" "assiette" +1 "agrémenter" "plumet" +1 "agrémenter" "salade" +1 "agrémenter" "soupe" +1 "agrémenter" "tarte" +1 "aider" "ail" +1 "aimer" "ail" +1 "aimer" "chou" +1 "aimer" "consommé" +1 "aimer" "eau" +1 "aimer" "épice" +2 "aimer" "escargot" +2 "aimer" "fromage" +3 "aimer" "goût" +1 "aimer" "grillade" +1 "aimer" "mélange" +1 "aimer" "mets" +1 "aimer" "miel" +1 "aimer" "pâté" +1 "aimer" "pizza" +2 "aimer" "plat" +1 "aimer" "poivron" +1 "aimer" "potiron" +1 "aimer" "salade" +1 "aimer" "sauce" +1 "aimer" "saumon" +3 "aimer" "soupe" +3 "aimer" "sucré" +1 "ajouter" "2ème" +1 "ajouter" "agar-agar" +1 "ajouter" "agneau" +53 "ajouter" "ail" +2 "ajouter" "amande" +2 "ajouter" "anchois" +4 "ajouter" "aneth" +2 "ajouter" "appareil" +1 "ajouter" "armagnac" +3 "ajouter" "aromate" +1 "ajouter" "artichaut" +3 "ajouter" "asperge" +3 "ajouter" "assaisonnement" +5 "ajouter" "aubergine" +1 "ajouter" "avant" +3 "ajouter" "avocat" +1 "ajouter" "avoine" +1 "ajouter" "bacon" +1 "ajouter" "barquette" +20 "ajouter" "basilic" +1 "ajouter" "bâton" +2 "ajouter" "bâtonnet" +2 "ajouter" "béchamel" +3 "ajouter" "betterave" +26 "ajouter" "beurre" +2 "ajouter" "bière" +1 "ajouter" "biscuit" +2 "ajouter" "bisque" +6 "ajouter" "blanc" +1 "ajouter" "blanc-de-poulet" +4 "ajouter" "blanc-d'oeufs" +2 "ajouter" "blette" +2 "ajouter" "bocal" +1 "ajouter" "boeuf" +1 "ajouter" "bois" +13 "ajouter" "boîte" +1 "ajouter" "bol" +3 "ajouter" "bonne" +1 "ajouter" "boudin" +33 "ajouter" "bouillon" +1 "ajouter" "boule" +6 "ajouter" "bouquet" +6 "ajouter" "bouquet-garni" +3 "ajouter" "branche" +3 "ajouter" "brin" +1 "ajouter" "brique" +1 "ajouter" "briquette" +1 "ajouter" "brisure" +2 "ajouter" "brocoli" +1 "ajouter" "bulbe" +1 "ajouter" "cacahuète" +1 "ajouter" "calamar" +1 "ajouter" "calvados" +1 "ajouter" "canard" +3 "ajouter" "cannelle" +1 "ajouter" "cantal" +6 "ajouter" "câpre" +1 "ajouter" "carcasse" +1 "ajouter" "cardamome" +26 "ajouter" "carotte" +1 "ajouter" "carré" +6 "ajouter" "céleri" +1 "ajouter" "cèpe" +1 "ajouter" "céréale" +1 "ajouter" "cerfeuil" +3 "ajouter" "cerneau" +6 "ajouter" "chair" +1 "ajouter" "chair-à-saucisse" +20 "ajouter" "champignon" +3 "ajouter" "champignon-de-Paris" +2 "ajouter" "chapeau" +3 "ajouter" "chapelure" +1 "ajouter" "châtaigne" +1 "ajouter" "cheddar" +6 "ajouter" "chèvre" +2 "ajouter" "chicon" +2 "ajouter" "chorizo" +2 "ajouter" "chou" +2 "ajouter" "chou-fleur" +1 "ajouter" "chute" +1 "ajouter" "ciboule" +21 "ajouter" "ciboulette" +2 "ajouter" "cidre" +5 "ajouter" "citron" +1 "ajouter" "citrouille" +1 "ajouter" "cive" +1 "ajouter" "coeur" +1 "ajouter" "coeur-d'artichaut" +1 "ajouter" "coffre" +7 "ajouter" "cognac" +1 "ajouter" "coing" +1 "ajouter" "colorant" +1 "ajouter" "comté" +14 "ajouter" "concentré" +7 "ajouter" "concombre" +2 "ajouter" "condiment" +3 "ajouter" "contenu" +2 "ajouter" "coppa" +1 "ajouter" "coquillage" +3 "ajouter" "coquille" +1 "ajouter" "coquille-Saint-Jacques" +1 "ajouter" "coquille-St-Jacques" +2 "ajouter" "coquillette" +2 "ajouter" "corail" +8 "ajouter" "coriandre" +2 "ajouter" "cornichon" +1 "ajouter" "côte-de-porc" +7 "ajouter" "couche" +1 "ajouter" "coulis" +4 "ajouter" "courge" +16 "ajouter" "courgette" +8 "ajouter" "crabe" +114 "ajouter" "crème" +2 "ajouter" "crème-fouettée" +109 "ajouter" "crème-fraîche" +1 "ajouter" "crêpe" +28 "ajouter" "crevette" +1 "ajouter" "crottin" +8 "ajouter" "croûton" +1 "ajouter" "crudité" +23 "ajouter" "cube" +45 "ajouter" "cuillère" +1 "ajouter" "cuisse" +6 "ajouter" "cumin" +4 "ajouter" "curcuma" +12 "ajouter" "curry" +32 "ajouter" "dé" +1 "ajouter" "déco" +1 "ajouter" "demi-bouteille" +1 "ajouter" "demie" +1 "ajouter" "demi-litre" +2 "ajouter" "doigt" +1 "ajouter" "dose" +41 "ajouter" "eau" +2 "ajouter" "eau-chaude" +27 "ajouter" "échalote" +1 "ajouter" "éclat" +1 "ajouter" "élément" +3 "ajouter" "emmental" +1 "ajouter" "encornet" +6 "ajouter" "endive" +19 "ajouter" "épice" +5 "ajouter" "épinard" +9 "ajouter" "escargot" +1 "ajouter" "estragon" +1 "ajouter" "faisan" +1 "ajouter" "faisselle" +1 "ajouter" "fane" +1 "ajouter" "farce" +59 "ajouter" "farine" +3 "ajouter" "fécule" +2 "ajouter" "fenouil" +20 "ajouter" "feuille" +2 "ajouter" "fève" +1 "ajouter" "figue" +32 "ajouter" "filet" +3 "ajouter" "fine-herbe" +1 "ajouter" "flan" +3 "ajouter" "fleur-de-sel" +1 "ajouter" "fleurette" +1 "ajouter" "flocon-d'avoine" +5 "ajouter" "foie" +4 "ajouter" "foie-gras" +6 "ajouter" "fond" +1 "ajouter" "fourme" +1 "ajouter" "framboise" +20 "ajouter" "fromage" +11 "ajouter" "fromage-blanc" +6 "ajouter" "fromage-de-chèvre" +2 "ajouter" "fruits-de-mer" +1 "ajouter" "fruit-sec" +3 "ajouter" "fumet" +2 "ajouter" "gamba" +2 "ajouter" "garniture" +3 "ajouter" "gélatine" +5 "ajouter" "gelée" +5 "ajouter" "gingembre" +3 "ajouter" "girolle" +1 "ajouter" "glaçage" +2 "ajouter" "glaçon" +1 "ajouter" "golmotte" +1 "ajouter" "gouda" +3 "ajouter" "gousse" +10 "ajouter" "gousse-d'ail" +1 "ajouter" "goutte" +4 "ajouter" "gouttes" +7 "ajouter" "grain" +1 "ajouter" "grain-de-raisin" +1 "ajouter" "graisse" +1 "ajouter" "grand" +1 "ajouter" "groseille" +27 "ajouter" "gruyère" +3 "ajouter" "hachis" +1 "ajouter" "haddock" +5 "ajouter" "haricot" +2 "ajouter" "haricot-blanc" +2 "ajouter" "haricot-rouge" +5 "ajouter" "haricot-vert" +18 "ajouter" "herbe" +1 "ajouter" "homard" +56 "ajouter" "huile" +3 "ajouter" "huître" +16 "ajouter" "ingrédient" +10 "ajouter" "jambon" +23 "ajouter" "jaune" +12 "ajouter" "jaune-d'oeuf" +1 "ajouter" "julienne" +58 "ajouter" "jus" +2 "ajouter" "ketchup" +4 "ajouter" "la" +63 "ajouter" "lait" +1 "ajouter" "lait-concentré" +11 "ajouter" "lait-de-coco" +7 "ajouter" "lamelle" +4 "ajouter" "lanière" +1 "ajouter" "lapin" +2 "ajouter" "lard" +24 "ajouter" "lardon" +1 "ajouter" "larme" +7 "ajouter" "laurier" +27 "ajouter" "légume" +2 "ajouter" "légume-vert" +7 "ajouter" "lentille" +2 "ajouter" "levain" +9 "ajouter" "levure" +1 "ajouter" "liqueur" +3 "ajouter" "litre" +2 "ajouter" "louche" +1 "ajouter" "macaroni" +1 "ajouter" "macédoine-de-légumes" +1 "ajouter" "mâche" +1 "ajouter" "macreuse" +4 "ajouter" "maïs" +4 "ajouter" "maïzena" +1 "ajouter" "mangue" +1 "ajouter" "manioc" +1 "ajouter" "margarine" +2 "ajouter" "marinade" +2 "ajouter" "maroilles" +1 "ajouter" "marron" +13 "ajouter" "mayonnais" +1 "ajouter" "mayonnaise" +21 "ajouter" "mélange" +1 "ajouter" "melon" +3 "ajouter" "menthe" +1 "ajouter" "mesclun" +6 "ajouter" "miel" +3 "ajouter" "miette" +1 "ajouter" "mimolette" +12 "ajouter" "moitié" +20 "ajouter" "morceau" +3 "ajouter" "morille" +9 "ajouter" "moule" +8 "ajouter" "moutarde" +3 "ajouter" "mozzarella" +13 "ajouter" "muscade" +1 "ajouter" "muscat" +1 "ajouter" "navet" +3 "ajouter" "noisette" +2 "ajouter" "noisette-de-beurre" +22 "ajouter" "noix" +2 "ajouter" "noix-de-cajou" +3 "ajouter" "nouille" +51 "ajouter" "oeuf" +2 "ajouter" "oeuf-dur" +40 "ajouter" "oignon" +15 "ajouter" "olive" +2 "ajouter" "olive-noire" +3 "ajouter" "olive-verte" +1 "ajouter" "origan" +1 "ajouter" "ortie" +1 "ajouter" "pain-d'épice" +1 "ajouter" "panais" +4 "ajouter" "paprika" +3 "ajouter" "parmesan" +1 "ajouter" "partie" +1 "ajouter" "parure" +1 "ajouter" "pastis" +1 "ajouter" "pâte" +1 "ajouter" "pâte-feuilletée" +11 "ajouter" "pâtes" +1 "ajouter" "pâtisson" +1 "ajouter" "pépite" +45 "ajouter" "persil" +1 "ajouter" "persillade" +1 "ajouter" "petit" +8 "ajouter" "petit-pois" +2 "ajouter" "petit-suisse" +1 "ajouter" "pétoncle" +1 "ajouter" "pied" +12 "ajouter" "pignon" +14 "ajouter" "piment" +13 "ajouter" "pincée-de-sel" +1 "ajouter" "pineau" +1 "ajouter" "pistou" +3 "ajouter" "poignée" +6 "ajouter" "pointe" +2 "ajouter" "poire" +19 "ajouter" "poireau" +1 "ajouter" "pois-cassé" +1 "ajouter" "pois-chiche" +3 "ajouter" "pois-gourmand" +7 "ajouter" "poisson" +13 "ajouter" "poivre" +1 "ajouter" "poivre-de-Cayenne" +21 "ajouter" "poivron" +1 "ajouter" "pomelo" +10 "ajouter" "pomme" +22 "ajouter" "pomme-de-terre" +1 "ajouter" "porc" +4 "ajouter" "portion" +3 "ajouter" "porto" +1 "ajouter" "pot" +1 "ajouter" "potage" +6 "ajouter" "potiron" +2 "ajouter" "poudre" +6 "ajouter" "poulet" +16 "ajouter" "préparation" +1 "ajouter" "produit-frais" +2 "ajouter" "pulpe" +3 "ajouter" "purée" +1 "ajouter" "purée-de-pommes-de-terre" +5 "ajouter" "purée-de-tomates" +4 "ajouter" "quantité" +1 "ajouter" "quatre-épices" +1 "ajouter" "quenelle" +1 "ajouter" "quinoa" +6 "ajouter" "raisin" +1 "ajouter" "raisin-de-Corinthe" +4 "ajouter" "raisin-sec" +2 "ajouter" "râpé" +2 "ajouter" "ratatouille" +31 "ajouter" "reste" +1 "ajouter" "rhubarbe" +2 "ajouter" "rillettes" +1 "ajouter" "ris" +8 "ajouter" "riz" +1 "ajouter" "romarin" +9 "ajouter" "rondelle" +4 "ajouter" "roquefort" +2 "ajouter" "roquette" +2 "ajouter" "sachet" +3 "ajouter" "safran" +1 "ajouter" "saint" +6 "ajouter" "salade" +1 "ajouter" "sardine" +2 "ajouter" "sarriette" +18 "ajouter" "sauce" +1 "ajouter" "sauce-hollandaise" +2 "ajouter" "sauce-tomate" +1 "ajouter" "sauge" +15 "ajouter" "saumon" +1 "ajouter" "scarole" +50 "ajouter" "sel" +1 "ajouter" "semoule" +1 "ajouter" "semoule-de-blé" +1 "ajouter" "sésame" +1 "ajouter" "sherry" +1 "ajouter" "sirop" +1 "ajouter" "soja" +1 "ajouter" "sorte" +1 "ajouter" "soupçon" +1 "ajouter" "steak" +21 "ajouter" "sucre" +1 "ajouter" "sucre-glace" +8 "ajouter" "surimi" +4 "ajouter" "tabasco" +3 "ajouter" "tablette" +1 "ajouter" "tasse" +3 "ajouter" "tête" +22 "ajouter" "thon" +4 "ajouter" "thym" +1 "ajouter" "tiers" +1 "ajouter" "tige" +65 "ajouter" "tomate" +2 "ajouter" "touche" +3 "ajouter" "tour" +2 "ajouter" "tout" +7 "ajouter" "trait" +14 "ajouter" "tranche" +1 "ajouter" "tranche-de-pain" +2 "ajouter" "trois-quarts" +1 "ajouter" "tronçon" +1 "ajouter" "truc" +2 "ajouter" "truffe" +1 "ajouter" "vache" +1 "ajouter" "valeur" +6 "ajouter" "vermicelle" +1 "ajouter" "vermouth" +6 "ajouter" "verre" +1 "ajouter" "vert" +11 "ajouter" "viande" +9 "ajouter" "vin" +24 "ajouter" "vinaigre" +5 "ajouter" "vinaigre-balsamique" +13 "ajouter" "vinaigrette" +15 "ajouter" "vin-blanc" +1 "ajouter" "volume" +1 "ajouter" "whisky" +1 "ajouter" "xérès" +12 "ajouter" "yaourt" +2 "ajouter" "zeste" +1 "ajouter" "zeste-de-citron" +8 "ajuster" "assaisonnement" +2 "ajuster" "consistance" +2 "ajuster" "quantité" +3 "ajuster" "sel" +1 "ajuster" "texture" +1 "aligner" "asperge" +1 "aligner" "pavé" +1 "alléger" "goût" +1 "allonger" "velouté" +1 "allumer" "barbecue" +2 "allumer" "feu" +24 "allumer" "four" +4 "allumer" "grill" +1 "alourdir" "chausson" +1 "altérer" "goût" +1 "alterner" "avocat" +1 "alterner" "bande" +2 "alterner" "couche" +5 "alterner" "couches" +2 "alterner" "couleurs" +1 "alterner" "coulis" +1 "alterner" "courgette" +1 "alterner" "grâce" +1 "alterner" "hachis" +1 "alterner" "ingrédient" +1 "alterner" "lard" +1 "alterner" "mixture" +1 "alterner" "morceau" +1 "alterner" "poivron" +2 "alterner" "rondelle" +1 "alterner" "saumon" +3 "alterner" "tranche" +1 "amalgamer" "farine" +1 "amalgamer" "tout" +1 "améliorer" "goût" +1 "améliorer" "plat" +1 "améliorer" "présentation" +1 "améliorer" "recette" +1 "amener" "bouillon" +1 "amener" "croquant" +2 "amener" "eau" +1 "amener" "litre" +1 "amener" "marinade" +1 "amener" "mélange" +1 "amener" "vin-rouge" +2 "amuser" "bouche" +1 "annoncer" "présence" +1 "aplanir" "surface" +1 "aplatir" "bord" +1 "aplatir" "boule" +1 "aplatir" "côté" +1 "aplatir" "pâte" +1 "appeler" "ami" +1 "appliquer" "beurre" +1 "appliquer" "mélange" +1 "appliquer" "préparation" +1 "apporter" "couleur" +1 "apporter" "note" +1 "apporter" "quintessence" +1 "apporter" "rectification" +3 "apporter" "touche" +1 "apprécier" "courgette" +1 "apprécier" "degré" +1 "apprécier" "fraîcheur" +1 "apprécier" "invité" +1 "apprécier" "plat" +3 "apprécier" "recette" +1 "apprécier" "résultat" +1 "apprendre" "technique" +1 "aromatiser" "carotte" +1 "aromatiser" "crème" +1 "aromatiser" "dé" +1 "aromatiser" "pulpe" +1 "arranger" "crevette" +15 "arrêter" "cuisson" +3 "arrêter" "feu" +1 "arrêter" "four" +2 "arroser" "avocat" +1 "arroser" "brochette" +1 "arroser" "cassolette" +1 "arroser" "chair" +1 "arroser" "couche" +2 "arroser" "courgette" +1 "arroser" "escargot" +1 "arroser" "farce" +1 "arroser" "fois" +1 "arroser" "fruit" +1 "arroser" "hachis" +1 "arroser" "ingrédient" +1 "arroser" "langue" +1 "arroser" "mâche" +1 "arroser" "mélange" +1 "arroser" "oeuf" +1 "arroser" "pavé" +3 "arroser" "plat" +1 "arroser" "poisson" +1 "arroser" "pomme" +2 "arroser" "préparation" +12 "arroser" "salade" +1 "arroser" "sardine" +1 "arroser" "sauce" +2 "arroser" "tête" +1 "arroser" "topinambour" +7 "arroser" "tout" +1 "arroser" "verrine" +1 "arroser" "viande" +1 "assaisonner" "carotte" +2 "assaisonner" "champignon" +1 "assaisonner" "chou" +1 "assaisonner" "couche" +1 "assaisonner" "couleur" +1 "assaisonner" "crème" +1 "assaisonner" "fromage-blanc" +1 "assaisonner" "lobe" +1 "assaisonner" "mayonnais" +1 "assaisonner" "mélange" +1 "assaisonner" "plat" +2 "assaisonner" "préparation" +1 "assaisonner" "rondelle" +1 "assaisonner" "rouget" +8 "assaisonner" "salade" +1 "assaisonner" "sauce-tomate" +6 "assaisonner" "tout" +1 "assaisonner" "tranche" +1 "assécher" "basilic" +1 "assécher" "ensemble" +1 "assécher" "fond" +1 "assembler" "brochette" +1 "assembler" "étage" +1 "assembler" "ingrédient" +1 "associer" "ingrédient" +1 "attacher" "extrémité" +1 "atteindre" "couleur" +1 "atteindre" "pépin" +1 "atteindre" "trois-quarts" +1 "attendre" "avis" +1 "attendre" "commentaire" +1 "attendre" "compliment" +1 "attendre" "cuisson" +2 "attendre" "ébullition" +1 "attendre" "heure" +1 "attendre" "jour" +2 "attendre" "minute" +1 "attendre" "mois" +1 "attendre" "quart-d'heure" +1 "attendre" "refroidissement" +1 "atténuer" "amertume" +1 "atténuer" "saveur" +8 "augmenter" "feu" +1 "augmenter" "flamme" +1 "augmenter" "goût" +2 "augmenter" "ingrédient" +2 "augmenter" "proportions" +9 "augmenter" "quantité" +1 "augmenter" "saveur" +2 "authentiquer" "recette" +1 "autoriser" "variante" +1 "avoir" "aide" +2 "avoir" "air" +1 "avoir" "anchois" +1 "avoir" "aspect" +1 "avoir" "avance" +2 "avoir" "béchamel" +2 "avoir" "belle" +4 "avoir" "besoin" +1 "avoir" "bon-goût" +1 "avoir" "bord" +1 "avoir" "bouillon" +1 "avoir" "bout" +1 "avoir" "café" +3 "avoir" "cake" +2 "avoir" "chausson" +1 "avoir" "coloration" +1 "avoir" "condensation" +1 "avoir" "confit" +8 "avoir" "consistance" +5 "avoir" "convenance" +1 "avoir" "copain" +1 "avoir" "couche" +6 "avoir" "couleur" +1 "avoir" "crème-fraîche" +1 "avoir" "cuillère" +1 "avoir" "description" +1 "avoir" "doute" +1 "avoir" "eau" +2 "avoir" "ébullition" +2 "avoir" "économe" +1 "avoir" "emporte-pièce" +1 "avoir" "endive" +1 "avoir" "épaississement" +1 "avoir" "été" +1 "avoir" "farce" +2 "avoir" "feu" +1 "avoir" "feuilleté" +1 "avoir" "forme" +1 "avoir" "formes" +1 "avoir" "four" +1 "avoir" "fourchette" +1 "avoir" "four-électrique" +1 "avoir" "galette" +6 "avoir" "goût" +1 "avoir" "goûter" +2 "avoir" "hachoir" +2 "avoir" "idée" +1 "avoir" "idées" +1 "avoir" "ingrédient" +1 "avoir" "jaune-d'oeuf" +2 "avoir" "jus" +1 "avoir" "liquide" +2 "avoir" "litre" +1 "avoir" "main" +1 "avoir" "manière" +1 "avoir" "mayonnais" +2 "avoir" "mélange" +1 "avoir" "morceau" +1 "avoir" "moule" +1 "avoir" "moyen" +1 "avoir" "niveau" +1 "avoir" "nombre" +2 "avoir" "pâte" +1 "avoir" "pendant" +1 "avoir" "personne" +3 "avoir" "peur" +1 "avoir" "place" +1 "avoir" "plaque" +1 "avoir" "poêle" 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"conserver" "nem" +1 "conserver" "papier-sulfurisé" +1 "conserver" "partie" +2 "conserver" "peau" +1 "conserver" "plaque" +1 "conserver" "poisson" +2 "conserver" "reste" +1 "conserver" "salade" +2 "conserver" "sauce" +2 "conserver" "saveur" +2 "conserver" "semaine" +1 "conserver" "tentacule" +1 "conserver" "tête" +1 "conserver" "texture" +1 "conserver" "toupet" +1 "consolider" "cornet" +1 "consolider" "intérieur" +1 "consommer" "courgette" +1 "consommer" "pâté" +1 "consommer" "terrine" +1 "consommer" "vin" +1 "constituer" "décor" +1 "constituer" "départ" +3 "constituer" "entrée" +1 "constituer" "oeil" +1 "constituer" "pâte" +6 "constituer" "plat" +4 "constituer" "repas" +1 "constituer" "sorte" +1 "constituer" "surprise" +1 "contenir" "aumônière" +1 "contenir" "beurre" +1 "contenir" "ensemble" +1 "contenir" "foie-gras" +1 "contenir" "frite" +1 "contenir" "glaçon" +1 "contenir" "huile" +1 "contenir" "jambon" +1 "contenir" "jus" +1 "contenir" "lait" +1 "contenir" "substance" +1 "contenir" 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"couper" "crêpe" +1 "couper" "crevette" +1 "couper" "croissant" +6 "couper" "crottin" +2 "couper" "cube" +2 "couper" "cuisson" +1 "couper" "curé" +2 "couper" "dé" +3 "couper" "dernier" +1 "couper" "dessus" +1 "couper" "dizaine" +17 "couper" "échalote" +1 "couper" "emmental" +1 "couper" "encornet" +9 "couper" "endive" +1 "couper" "ensemble" +1 "couper" "épaule" +1 "couper" "épinard" +4 "couper" "escalope" +1 "couper" "espadon" +12 "couper" "extrémité" +1 "couper" "fane" +3 "couper" "fenouil" +10 "couper" "feu" +28 "couper" "feuille" +1 "couper" "feuille-de-chou" +5 "couper" "figue" +9 "couper" "filet" +1 "couper" "flamme" +4 "couper" "foie" +11 "couper" "foie-gras" +1 "couper" "fond" +1 "couper" "fond-d'artichaut" +1 "couper" "fraise" +14 "couper" "fromage" +3 "couper" "fromage-de-chèvre" +1 "couper" "gaz" +1 "couper" "gorge" +2 "couper" "gorgonzola" +2 "couper" "gousse" +2 "couper" "gruyère" +1 "couper" "haddock" +2 "couper" "haricot-vert" +6 "couper" "haut" +2 "couper" "ingrédient" +12 "couper" "jambon" +2 "couper" "kiwi" +1 "couper" "laitue" +4 "couper" "lamelle" +1 "couper" "lanière" +2 "couper" "lapin" +4 "couper" "lard" +1 "couper" "lardon" +31 "couper" "légume" +1 "couper" "lendemain" +1 "couper" "lotte" +1 "couper" "magret" +2 "couper" "mangue" +1 "couper" "maroilles" +3 "couper" "melon" +1 "couper" "menthe" +4 "couper" "moitié" +1 "couper" "morbier" +1 "couper" "morceau" +1 "couper" "mortadelle" +16 "couper" "mozzarella" +1 "couper" "munster" +1 "couper" "noisette" +7 "couper" "noix" +6 "couper" "oeuf" +5 "couper" "oeuf-dur" +65 "couper" "oignon" +10 "couper" "olive" +3 "couper" "orange" +6 "couper" "pain" +1 "couper" "pain-de-mie" +6 "couper" "pamplemousse" +1 "couper" "panais" +2 "couper" "parmesan" +1 "couper" "part" +3 "couper" "partie" +1 "couper" "patate" +1 "couper" "patate-douce" +7 "couper" "pâte" +1 "couper" "pâte-brisée" +4 "couper" "pâte-feuilletée" +1 "couper" "pâtisson" +2 "couper" "pavé" +4 "couper" "persil" +1 "couper" "petit" +2 "couper" "petit-pain" +12 "couper" "pied" +4 "couper" "pointe" +5 "couper" "poire" +17 "couper" "poireau" +9 "couper" "poisson" +1 "couper" "poitrine" +47 "couper" "poivron" +30 "couper" "pomme" +26 "couper" "pomme-de-terre" +1 "couper" "pont" +1 "couper" "porc" +1 "couper" "possible" +6 "couper" "potiron" +6 "couper" "poulet" +1 "couper" "poulpe" +1 "couper" "préparation" +2 "couper" "pruneau" +2 "couper" "pulpe" +4 "couper" "quartier" +4 "couper" "queue" +4 "couper" "radis" +1 "couper" "radis-rose" +1 "couper" "ravioli" +1 "couper" "reblochon" +7 "couper" "reste" +1 "couper" "ris" +9 "couper" "rondelle" +3 "couper" "roquefort" +1 "couper" "roquette" +1 "couper" "rouleau" +1 "couper" "saint-marcellin" +3 "couper" "salade" +1 "couper" "sandwich" +1 "couper" "sardine" +5 "couper" "saucisse" +35 "couper" "saumon" +2 "couper" "second" +4 "couper" "surimi" +2 "couper" "surplus" +1 "couper" "tagliatelle" +1 "couper" "talon" +1 "couper" "tartine" +5 "couper" "tête" +2 "couper" "thon" +1 "couper" "tiers" +3 "couper" "tige" +1 "couper" "toast" +1 "couper" "tofu" +130 "couper" "tomate" +1 "couper" "topinambour" +2 "couper" "tout" +37 "couper" "tranche" +1 "couper" "tranche-de-pain" +1 "couper" "truffe" +1 "couper" "truite" +1 "couper" "veau" +2 "couper" "vermicelle" +12 "couper" "viande" +1 "courir" "morceau" +1 "couronner" "tout" +1 "couvrir" "bâton" +1 "couvrir" "bol" +1 "couvrir" "cannelloni" +1 "couvrir" "casserole" +3 "couvrir" "cocotte" +1 "couvrir" "crème" +1 "couvrir" "cuisse" +1 "couvrir" "dessus" +1 "couvrir" "dune" +1 "couvrir" "faitout" +1 "couvrir" "foie" +3 "couvrir" "fond" +1 "couvrir" "goût" +1 "couvrir" "haricot" +1 "couvrir" "ingrédient" +1 "couvrir" "jambon" +1 "couvrir" "jaune" +2 "couvrir" "légume" +1 "couvrir" "lentille" +1 "couvrir" "lentille-d'eau" +1 "couvrir" "maximum" +1 "couvrir" "mie-de-pain" +1 "couvrir" "morceau" +1 "couvrir" "moule" +1 "couvrir" "oeuf" +1 "couvrir" "pâton" +3 "couvrir" "plat" +2 "couvrir" "poêle" +2 "couvrir" "récipient" +1 "couvrir" "rondelle" +3 "couvrir" "saladier" +2 "couvrir" "sauteur" +1 "couvrir" "surface" +1 "couvrir" "tartelette" +8 "couvrir" "terrine" +1 "couvrir" "tourte" +10 "couvrir" "tout" +1 "couvrir" "tranche-de-pain" +1 "craindre" "ail" +1 "craindre" "seconde" +1 "craquer" "jaune" +1 "créer" "motif" +1 "créer" "pâte" +1 "créer" "petit" +1 "créer" "recette" +1 "créer" "variante" +1 "crémer" "citron" +2 "crémer" "fleurette" +1 "crémer" "lait" +1 "crémer" "miel" +1 "crémer" "sel" +1 "crémer" "sésame" +2 "creuser" "fontain" +1 "creuser" "milieu" +1 "creuser" "morceau" +4 "creuser" "puits" +3 "creuser" "trou" +1 "croiser" "couches" +1 "cuber" "bouillon" +1 "cuber" "est" +1 "cuber" "volaille" +1 "cueillir" "feuille-de-vigne" +1 "cueillir" "litre" +1 "cuire" "agneau" +1 "cuire" "aiguillette" +1 "cuire" "ail" +4 "cuire" "artichaut" +9 "cuire" "asperge" +6 "cuire" "aubergine" +1 "cuire" "avant" +1 "cuire" "bacon" +1 "cuire" "bande" +2 "cuire" "betterave" +4 "cuire" "blanc" +1 "cuire" "blanc-de-poulet" +4 "cuire" "blé" +1 "cuire" "blette" +5 "cuire" "blini" +1 "cuire" "bouchée" +1 "cuire" "bouchon" +1 "cuire" "bouillon" +2 "cuire" "bouquet" +1 "cuire" "brick" +6 "cuire" "brocoli" +1 "cuire" "bulbe" +1 "cuire" "cabillaud" +1 "cuire" "cake" +1 "cuire" "calamar" +1 "cuire" "cannelloni" +7 "cuire" "carotte" +1 "cuire" "chair" +3 "cuire" "champignon" +1 "cuire" "châtaigne" +1 "cuire" "chèvre" +1 "cuire" "chicon" +1 "cuire" "chocolat" +2 "cuire" "chou" +1 "cuire" "choucroute" +2 "cuire" "chou-fleur" +1 "cuire" "cocotte" +5 "cuire" "coquillette" +1 "cuire" "corne" +1 "cuire" "coulis" +9 "cuire" "courgette" +4 "cuire" "crevette" +3 "cuire" "dé" +2 "cuire" "demi-heure" +1 "cuire" "dernier" +8 "cuire" "dizaine" +1 "cuire" "eau" +1 "cuire" "écrevisse" +1 "cuire" "endive" +1 "cuire" "ensemble" +1 "cuire" "environs" +10 "cuire" "épinard" +1 "cuire" "escalope" +2 "cuire" "face" +1 "cuire" "façon" +2 "cuire" "farce" +1 "cuire" "fenouil" +5 "cuire" "feuille" +1 "cuire" "feuilleté" +3 "cuire" "fève" +7 "cuire" "filet" +2 "cuire" "foie" +4 "cuire" "fond" +1 "cuire" "fond-d'artichaut" +3 "cuire" "galette" +1 "cuire" "gamba" +1 "cuire" "hachis" +1 "cuire" "haddock" +8 "cuire" "haricot" +4 "cuire" "haricot-vert" +2 "cuire" "heure" +1 "cuire" "huile" +2 "cuire" "instant" +1 "cuire" "jambon" +1 "cuire" "jarret" +1 "cuire" "julienne" +1 "cuire" "lait" +1 "cuire" "lait-de-coco" +1 "cuire" "lapin" +1 "cuire" "lard" +4 "cuire" "lardon" +13 "cuire" "légume" +7 "cuire" "lentille" +2 "cuire" "macaroni" +1 "cuire" "macédoine" +1 "cuire" "maquereau" +14 "cuire" "minute" +1 "cuire" "moment" +2 "cuire" "morceau" +4 "cuire" "moule" +1 "cuire" "moules-à-la-marinière" +2 "cuire" "navet" +5 "cuire" "noix" +2 "cuire" "nouille" +27 "cuire" "oeuf" +1 "cuire" "oeuf-à-la-coque" +12 "cuire" "oeuf-dur" +1 "cuire" "oignon" +1 "cuire" "omelette" +3 "cuire" "pain" +1 "cuire" "pain-perdu" +1 "cuire" "papillote" +1 "cuire" "patate" +8 "cuire" "pâte" +2 "cuire" "pâte-brisée" +1 "cuire" "pâte-feuilletée" +27 "cuire" "pâtes" +5 "cuire" "pavé" +5 "cuire" "pendant" +2 "cuire" "penne" +8 "cuire" "petit-pois" +1 "cuire" "pied-de-veau" +1 "cuire" "plaque" +1 "cuire" "plus" +1 "cuire" "poignée" +5 "cuire" "poireau" +1 "cuire" "pois-cassé" +10 "cuire" "poisson" +4 "cuire" "poivron" +1 "cuire" "polenta" +7 "cuire" "pomme" +38 "cuire" "pomme-de-terre" +1 "cuire" "porc" +3 "cuire" "potiron" +8 "cuire" "poulet" +1 "cuire" "poulpe" +4 "cuire" "préparation" +2 "cuire" "quarantaine" +2 "cuire" "quart-d'heure" +1 "cuire" "quenelle" +1 "cuire" "queue" +2 "cuire" "quiche" +2 "cuire" "quinoa" +1 "cuire" "quinzaine" +1 "cuire" "ratatouille" +2 "cuire" "raviole" +1 "cuire" "ravioli" +1 "cuire" "reste" +1 "cuire" "ris-de-veau" +19 "cuire" "riz" +3 "cuire" "rondelle" +1 "cuire" "rôti" +1 "cuire" "roux" +1 "cuire" "Saint-Jacques" +2 "cuire" "sardine" +1 "cuire" "saucisson" +10 "cuire" "saumon" +1 "cuire" "seconde" +2 "cuire" "semoule" +1 "cuire" "soupe" +1 "cuire" "spaghetti" +1 "cuire" "steak" +3 "cuire" "tagliatelle" +5 "cuire" "temps" +2 "cuire" "terrine" +1 "cuire" "thermie" +4 "cuire" "tomate" +1 "cuire" "torsade" +10 "cuire" "tout" +2 "cuire" "tranche" +1 "cuire" "trentaine" +2 "cuire" "triangle" +3 "cuire" "truite" +3 "cuire" "vermicelle" +2 "cuire" "viande" +1 "cuire-à-feu-doux" "côté" +1 "cuire-à-feu-doux" "demi-heure" +1 "cuire-à-feu-doux" "oignon" +1 "cuire-à-feu-doux" "pendant" +1 "cuire-à-feu-doux" "poulpe" +1 "cuisiner" "truffe" +1 "curer" "dent" +1 "déballer" "pâte" +1 "déballer" "poisson" +1 "débarrasser" "chou-fleur" +1 "débarrasser" "filet" +1 "débarrasser" "foie-gras" +1 "débarrasser" "fourme" +1 "débarrasser" "gamba" +1 "débarrasser" "sardine" +1 "débiter" "chou" +1 "débiter" "dernier" +1 "débiter" "gousse" +1 "débiter" "hareng" +1 "débiter" "rondelle" +1 "débiter" "thon" +1 "débiter" "tomme" +1 "déborder" "blanc" +1 "déborder" "pâte" +1 "décalotter" "oeuf" +1 "décanter" "moule" +1 "déchiqueter" "chair" +1 "déchiqueter" "romain" +1 "déchirer" "roquette" +1 "déchirer" "salade" +1 "décoller" "bête" +2 "décoller" "bord" +1 "décoller" "feuille" +1 "décoller" "morceau" +2 "décoller" "noix" +1 "décoller" "paroi" +1 "décongeler" "artichaut" +1 "décongeler" "aubergine" +2 "décongeler" "crevette" +1 "décongeler" "cuisse" +3 "décongeler" "épinard" +1 "décongeler" "foie" +2 "décongeler" "fruits-de-mer" +1 "décongeler" "grenouille" +1 "décongeler" "morille" +1 "décongeler" "noix" +1 "décongeler" "saumon" +1 "déconseiller" "bouillon" +8 "décorer" "assiette" +1 "décorer" "croûton" +5 "décorer" "dessus" +1 "décorer" "entrée" +1 "décorer" "litre" +1 "décorer" "pâté" +1 "décorer" "plat" +3 "décorer" "pointe" +1 "décorer" "potage" +1 "décorer" "radis" +1 "décorer" "rissole" +2 "décorer" "salade" +1 "décorer" "sommet" +1 "décorer" "tarte" +1 "décorer" "verre" +2 "décorer" "verrine" +1 "décortiquer" "bûche" +1 "décortiquer" "chair" +43 "décortiquer" "crevette" +1 "décortiquer" "crevette-rose" +3 "décortiquer" "gamba" +2 "décortiquer" "langoustine" +1 "décortiquer" "litchi" +2 "décortiquer" "moule" +1 "décortiquer" "noix" +1 "décortiquer" "oeuf" +1 "décortiquer" "pistache" +6 "décortiquer" "queue" +1 "découper" "abaisse" +1 "découper" "anchois" +2 "découper" "aubergine" +5 "découper" "avocat" +2 "découper" "baguette" +1 "découper" "bande" +1 "découper" "bandelette" +2 "découper" "bâtonnet" +3 "découper" "betterave" +1 "découper" "beurre" +2 "découper" "blanc" +3 "découper" "blanc-de-poulet" +1 "découper" "blette" +1 "découper" "bloc" +1 "découper" "bord" +1 "découper" "boudin-noir" +1 "découper" "branche" +1 "découper" "brocoli" +4 "découper" "bûche" +1 "découper" "calamar" +2 "découper" "calotte" +2 "découper" "carotte" +5 "découper" "carré" +1 "découper" "cercle" +2 "découper" "chair" +3 "découper" "champignon" +5 "découper" "chapeau" +4 "découper" "chèvre" +1 "découper" "citron" +4 "découper" "concombre" +1 "découper" "cornichon" +1 "découper" "courge" +5 "découper" "courgette" +1 "découper" "couvercle" +1 "découper" "cube" +1 "découper" "dessus" +2 "découper" "disque" +1 "découper" "échalote" +1 "découper" "endive" +1 "découper" "escalope" +1 "découper" "excédent" +1 "découper" "fenouil" +1 "découper" "fente" +6 "découper" "feuille" +1 "découper" "figue" +4 "découper" "filet" +1 "découper" "flan" +3 "découper" "foie-gras" +1 "découper" "galette" +1 "découper" "gâteau" +3 "découper" "jambon" +1 "découper" "lamelle" +1 "découper" "langoustine" +2 "découper" "langue" +1 "découper" "lanière" +2 "découper" "lapin" +5 "découper" "lard" +4 "découper" "légume" +1 "découper" "magret" +1 "découper" "mangue" +1 "découper" "maquereau" +3 "découper" "melon" +1 "découper" "mimolette" +1 "découper" "moitié" +1 "découper" "morceau" +5 "découper" "mozzarella" +1 "découper" "munster" +1 "découper" "navet" +1 "découper" "noix" +1 "découper" "noix-de-veau" +7 "découper" "oignon" +2 "découper" "pain" +2 "découper" "pamplemousse" +3 "découper" "partie" +1 "découper" "pastèque" +1 "découper" "patate-douce" +3 "découper" "pâte" +3 "découper" "pâte-feuilletée" +1 "découper" "pavé" +1 "découper" "persil" +1 "découper" "petit-bout" +1 "découper" "piment" +1 "découper" "poire" +4 "découper" "poireau" +4 "découper" "poisson" +3 "découper" "poivron" +1 "découper" "pomme" +5 "découper" "pomme-de-terre" +5 "découper" "poulet" +1 "découper" "pousse-de-bambou" +2 "découper" "pulpe" +1 "découper" "quartier" +1 "découper" "queue" +6 "découper" "rond" +1 "découper" "rondelle" +1 "découper" "rôti" +2 "découper" "rouleau" +2 "découper" "saucisse" +7 "découper" "saumon" +1 "découper" "sommet" +1 "découper" "surplus" +1 "découper" "thon" +2 "découper" "tige" +16 "découper" "tomate" +1 "découper" "tout" +8 "découper" "tranche" +4 "découper" "tranche-de-pain" +1 "découper" "travers" +1 "découper" "trou" +2 "découper" "viande" +1 "découvrir" "pâte" +3 "découvrir" "recette" +1 "découvrir" "saveur" +1 "défaire" "pâte" +1 "dégager" "eau" +1 "dégager" "fond" +1 "dégager" "gousse" +2 "dégeler" "épinard" +1 "dégeler" "fane" +1 "dégeler" "moule" +1 "dégeler" "noix" +2 "dégermer" "ail" +1 "dégermer" "gousse-d'ail" +1 "dégermer" "oignon" +1 "déglacer" "fond" +1 "déglacer" "jus" +1 "déglacer" "lardon" +7 "déglacer" "poêle" +1 "déglacer" "poireau" +2 "déglacer" "sauteur" +1 "déglacer" "tout" +2 "dégorger" "concombre" +1 "dégorger" "lait" +1 "dégorger" "nuit" +1 "dégraisser" "bouillon" +1 "dégraisser" "tranche" +1 "dégraisser" "viande" +1 "dégrossir" "bûche" +1 "déguster" "cantal" +1 "déguster" "clovisse" +1 "déguster" "crème" +1 "déguster" "dé" +1 "déguster" "filet" +1 "déguster" "foie-gras" +1 "déguster" "fois" +1 "déguster" "hiver" +2 "déguster" "lendemain" +1 "déguster" "merveille" +1 "déguster" "nem" +3 "déguster" "plat" +1 "déguster" "poivron" +1 "déguster" "recette" +2 "déguster" "salade" +1 "déguster" "soupe" +2 "déguster" "tarte" +1 "déguster" "tortilla" +1 "déguster" "tout" +1 "délayer" "contenu" +1 "délayer" "court-bouillon" +4 "délayer" "cube" +3 "délayer" "farine" +2 "délayer" "fécule" +1 "délayer" "gélatine" +1 "délayer" "gelée" +1 "délayer" "jaune" +4 "délayer" "jaune-d'oeuf" +9 "délayer" "levure" +6 "délayer" "maïzena" +3 "délayer" "mélange" +2 "délayer" "moutarde" +1 "délayer" "reste" +1 "délayer" "roux" +1 "délayer" "sel" +1 "délayer" "semoule-de-riz" +1 "délayer" "tout" +1 "délier" "levure" +1 "délimiter" "part" +1 "demander" "la" +2 "demander" "recette" +1 "démarrer" "appareil" +1 "démarrer" "cuisson" +1 "démouler" "cake" +1 "démouler" "carpaccio" +1 "démouler" "dé" +3 "démouler" "dôme" +4 "démouler" "flan" +2 "démouler" "fois" +1 "démouler" "gâteau" +1 "démouler" "mousse" +1 "démouler" "oeuf" +2 "démouler" "pain" +2 "démouler" "plat" +7 "démouler" "ramequin" +1 "démouler" "tarte" +10 "démouler" "terrine" +1 "démouler" "timbale" +1 "démouler" "tout" +1 "dénaturer" "goût" +1 "dénaturer" "plat" +8 "dénerver" "foie" +4 "dénerver" "foie-gras" +1 "dénerver" "lobe" +1 "dénerver" "nuit" +1 "dénerver" "viande" +3 "dénoyauter" "avocat" +6 "dénoyauter" "olive" +1 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"main" +1 "entrer" "principal" +1 "entrouvrir" "Porte" +1 "envelopper" "baguette" +1 "envelopper" "boule" +1 "envelopper" "chèvre" +2 "envelopper" "foie" +1 "envelopper" "légume" +1 "envelopper" "pain" +2 "envelopper" "part" +1 "envelopper" "queue" +1 "envelopper" "terrine" +2 "envelopper" "tout" +1 "épaissir" "béchamel" +1 "épaissir" "dizaine" +1 "épaissir" "instant" +2 "épaissir" "minute" +3 "épaissir" "sauce" +2 "épaissir" "soupe" +1 "éparpiller" "ail" +1 "éparpiller" "basilic" +1 "éparpiller" "copeau" +1 "éparpiller" "cuillère" +1 "éparpiller" "fromage" +1 "éparpiller" "jambon" +1 "éparpiller" "morceau" +1 "éparpiller" "poignée" +3 "épater" "ami" +3 "épater" "invité" +1 "épépiner" "chair" +1 "épépiner" "citrouille" +1 "épépiner" "coing" +1 "épépiner" "concombre" +2 "épépiner" "courgette" +1 "épépiner" "légume" +1 "épépiner" "piment" +2 "épépiner" "poire" +5 "épépiner" "poivron" +3 "épépiner" "pomme" +18 "épépiner" "tomate" +10 "éplucher" "ail" +2 "éplucher" "ananas" +9 "éplucher" "asperge" +6 "éplucher" "aubergine" +14 "éplucher" "avocat" +1 "éplucher" "blanc" +1 "éplucher" "brocoli" +26 "éplucher" "carotte" +1 "éplucher" "céleri" +1 "éplucher" "céleri-branche" +1 "éplucher" "céleri-rave" +2 "éplucher" "champignon" +24 "éplucher" "concombre" +16 "éplucher" "courgette" +5 "éplucher" "crevette" +1 "éplucher" "crevette-rose" +1 "éplucher" "cuisse" +7 "éplucher" "échalote" +1 "éplucher" "fromage" +1 "éplucher" "fruit" +1 "éplucher" "gamba" +1 "éplucher" "gingembre" +4 "éplucher" "gousse" +6 "éplucher" "gousse-d'ail" +1 "éplucher" "grain-de-raisin" +1 "éplucher" "ingrédient" +4 "éplucher" "kiwi" +14 "éplucher" "légume" +1 "éplucher" "mandarine" +1 "éplucher" "mangue" +1 "éplucher" "marron" +1 "éplucher" "melon" +1 "éplucher" "morceau" +3 "éplucher" "navet" +27 "éplucher" "oignon" +4 "éplucher" "orange" +2 "éplucher" "pamplemousse" +1 "éplucher" "panais" +1 "éplucher" "pâtisson" +1 "éplucher" "peau" +7 "éplucher" "poire" +3 "éplucher" "poireau" +3 "éplucher" "poivron" +1 "éplucher" "pomelo" +16 "éplucher" "pomme" +25 "éplucher" "pomme-de-terre" +7 "éplucher" "potiron" +1 "éplucher" "quartier" +1 "éplucher" "queue" +1 "éplucher" "radis" +2 "éplucher" "radis-noir" +1 "éplucher" "rutabaga" +1 "éplucher" "salade" +1 "éplucher" "saucisson" +1 "éplucher" "saumon" +2 "éplucher" "tête" +6 "éplucher" "tomate" +2 "éplucher" "topinambour" +1 "éplucher" "zeste" +1 "éponger" "anchois" +1 "éponger" "champignon" +1 "éponger" "eau" +1 "éponger" "filet" +1 "éponger" "morceau" +1 "éponger" "noix" +1 "éponger" "poisson" +1 "éponger" "poitrine" +1 "éponger" "rendu" +1 "éponger" "viande" +1 "épouser" "diamètre" +1 "équeuter" "cresson" +1 "équeuter" "épinard" +2 "équeuter" "haricot" +1 "équeuter" "légume" +3 "équeuter" "persil" +1 "équeuter" "tomate" +1 "équilibrer" "douceur" +1 "équilibrer" "ingrédient" +1 "équilibrer" "piquant" +1 "équilibrer" "saveur" +1 "essayer" "quiche" +1 "essayer" "recette" +1 "essorer" "asperge" +1 "essorer" "champignon" +1 "essorer" 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"incorporer" "whisky" +1 "incorporer" "yaourt" +1 "incorporer" "zeste" +1 "indiquer" "proportions" +1 "indiquer" "recette" +1 "infuser" "instant" +1 "infuser" "minute" +1 "infuser" "pistil" +1 "infuser" "thé" +1 "insérer" "chiffon" +1 "insérer" "farce" +1 "insérer" "poivre" +1 "inspirer" "goût" +1 "installer" "coquille" +1 "installer" "mesclun" +1 "installer" "pâte" +3 "installer" "pâte-brisée" +1 "installer" "pièce" +1 "intégrer" "asperge" +1 "intégrer" "champignon" +1 "intégrer" "farine" +1 "intégrer" "feuille-de-chou" +1 "intégrer" "lait" +1 "intégrer" "palourde" +1 "intégrer" "partie" +1 "intégrer" "piment" +1 "intégrer" "soupe" +2 "intercaler" "feuille" +1 "intercaler" "rouge" +2 "intercaler" "tranche" +1 "introduire" "demie" +1 "introduire" "lardon" +2 "introduire" "tomate" +1 "inventer" "après-midi" +1 "inventer" "recette" +1 "inventer" "soir" +1 "isoler" "terrine" +1 "jeter" "ail" +2 "jeter" "aubergine" +1 "jeter" "baie" +1 "jeter" "basilic" +1 "jeter" "blanc" +1 "jeter" "bouillon" +1 "jeter" "bouquet-garni" +1 "jeter" "citron" +1 "jeter" "clovisse" +1 "jeter" "crème-fraîche" +1 "jeter" "crevette" +1 "jeter" "dé" +1 "jeter" "dedans" +3 "jeter" "eau" +2 "jeter" "fane" +1 "jeter" "farine" +1 "jeter" "feuille" +1 "jeter" "fleurs" +1 "jeter" "haricot" +1 "jeter" "huile" +1 "jeter" "ingrédient" +5 "jeter" "jus" +1 "jeter" "lait" +1 "jeter" "lanière" +3 "jeter" "légume" +1 "jeter" "marinade" +1 "jeter" "morceau" +1 "jeter" "moule" +1 "jeter" "myrtille" +3 "jeter" "oignon" +2 "jeter" "os" +1 "jeter" "pellicule" +1 "jeter" "pépin" +1 "jeter" "persil" +1 "jeter" "pomme-de-terre" +1 "jeter" "portion" +1 "jeter" "porto" +1 "jeter" "raviole" +1 "jeter" "reste" +1 "jeter" "tige" +1 "jeter" "tomate" +1 "jeter" "tranche" +1 "jeter" "verdure" +1 "jeter" "vermicelle" +1 "jeter" "viande" +1 "jeter" "zeste" +1 "joindre" "artichaut" +1 "joindre" "crème-fraîche" +1 "joindre" "épaule" +1 "joindre" "mélange" +1 "joindre" "morceau" +1 "joindre" "radis" +1 "joindre" "saumon" +1 "jouer" "rôle" +1 "laisser" "ail" +1 "laisser" "apprenti" +2 "laisser" "bande" +1 "laisser" "bord" +1 "laisser" "bout" +1 "laisser" "cake" +1 "laisser" "chèvre" +1 "laisser" "commentaire" +1 "laisser" "corail" +1 "laisser" "crème" +2 "laisser" "cuir" +1 "laisser" "cuisson" +1 "laisser" "devenir" +3 "laisser" "eau" +1 "laisser" "ensemble" +1 "laisser" "extrémité" +1 "laisser" "filet-d'eau" +1 "laisser" "flan" +1 "laisser" "foie" +1 "laisser" "foie-gras" +1 "laisser" "fond" +1 "laisser" "four" +1 "laisser" "fromage" +1 "laisser" "germe" +2 "laisser" "goût" +1 "laisser" "grain" +1 "laisser" "graisse" +1 "laisser" "heure" +1 "laisser" "huile" +1 "laisser" "invité" +1 "laisser" "lambeau" +4 "laisser" "lever" +2 "laisser" "minute" +1 "laisser" "moitié" +1 "laisser" "morceau" +1 "laisser" "noix" +7 "laisser" "nuit" +1 "laisser" "oignon" +1 "laisser" "pain" +2 "laisser" "papier-sulfurisé" +1 "laisser" "parfum" +4 "laisser" "pâte" +2 "laisser" "peau" +1 "laisser" "pellicule" +1 "laisser" "pissaladière" +2 "laisser" "place" +1 "laisser" "poisson" +1 "laisser" "pomme-de-terre" +2 "laisser" "préparation" +1 "laisser" "queue" +1 "laisser" "ris-de-veau" +1 "laisser" "riz" +2 "laisser" "sauce" +1 "laisser" "saveur" +1 "laisser" "seconde" +1 "laisser" "semoule" +3 "laisser" "terrine" +1 "laisser" "tofu" +1 "laisser" "trou" +1 "laisser" "vapeur" +1 "laisser" "vert" +1 "laisser" "vinaigrette" +1 "laisser-faire" "bouillon" +1 "lamer" "couteau" +1 "lamer" "est" +1 "lancer" "programme" +1 "laver" "3ème" +1 "laver" "ananas" +6 "laver" "aubergine" +4 "laver" "basilic" +1 "laver" "betterave" +2 "laver" "blanc" +1 "laver" "blette" +1 "laver" "bocal" +1 "laver" "botte" +2 "laver" "branche" +2 "laver" "brocoli" +1 "laver" "carotte" +1 "laver" "céleri" +1 "laver" "céleri-branche" +1 "laver" "cèpe" +8 "laver" "champignon" +1 "laver" "champignon-de-Paris" +3 "laver" "chou" +1 "laver" "chou-fleur" +1 "laver" "ciboule" +1 "laver" "ciboulette" +2 "laver" "citron" +1 "laver" "clovisse" +3 "laver" "concombre" +1 "laver" "coque" +2 "laver" "coquille" +1 "laver" "coriandre" +9 "laver" "courgette" +1 "laver" "cresson" +6 "laver" "endive" +3 "laver" "épinard" +3 "laver" "fane" +3 "laver" "fenouil" +8 "laver" "feuille" +1 "laver" "fleurette" +2 "laver" "fois" +1 "laver" "fraise" +1 "laver" "germe" +1 "laver" "girolle" +1 "laver" "hareng" +1 "laver" "haricot" +1 "laver" "haricot-beurre" +2 "laver" "herbe" +1 "laver" "huître" +3 "laver" "laitue" +9 "laver" "légume" +1 "laver" "morceau" +1 "laver" "moule" +1 "laver" "oignon" +2 "laver" "oseille" +1 "laver" "palourde" +1 "laver" "papaye" +3 "laver" "persil" +1 "laver" "petit-pois" +1 "laver" "piment" +1 "laver" "pissenlit" +1 "laver" "poire" +11 "laver" "poireau" +1 "laver" "pois" +1 "laver" "pois-cassé" +1 "laver" "pois-gourmand" +10 "laver" "poivron" +3 "laver" "pomme" +2 "laver" "pousse" +3 "laver" "radis" +3 "laver" "roquette" +20 "laver" "salade" +3 "laver" "sardine" +1 "laver" "tête" +1 "laver" "tige" +19 "laver" "tomate" +1 "laver" "topinambour" +1 "lécher" "babines" +1 "lécher" "doigt" +1 "lever" "feuilleté" +4 "lever" "filet" +1 "lever" "peau" +1 "lever" "suprême" +1 "libérer" "grain" +1 "libérer" "maximum" +1 "libérer" "radis" +1 "libérer" "suc" +1 "lier" "courgette" +1 "lier" "ensemble" +1 "lier" "hachis" +2 "lier" "ingrédient" +1 "lier" "jus" +1 "lier" "préparation" +5 "lier" "tout" +1 "limiter" "apport" +1 "limiter" "quantité" +1 "lire" "recette" +2 "lisser" "dessus" +3 "lisser" "surface" +1 "macérer" "dé" +1 "macérer" "foie" +1 "macérer" "lamelle" +1 "macérer" "minute" +2 "macérer" "nuit" +1 "macérer" "pendant" +1 "macérer" "poisson" +1 "macérer" "tout" +1 "maintenir" "brick" +1 "maintenir" "eau" +2 "maintenir" "ébullition" +1 "maintenir" "feu" +1 "maintenir" "feuille" +1 "maintenir" "frémissement" +1 "maintenir" "garniture" +1 "maintenir" "recette" +1 "maintenir" "température" +1 "maintenir" "trou" +1 "maîtriser" "pliage" +1 "malaxer" "ensemble" +1 "malaxer" "farce" +1 "malaxer" "farine" +2 "malaxer" "ingrédient" +1 "malaxer" "pâte" +1 "malaxer" "préparation" +1 "malaxer" "saumon" +3 "malaxer" "tout" +1 "malaxer" "viande" +1 "manger" "bouchon" +1 "manger" "brick" +1 "manger" "carotte" +1 "manger" "chicon" +1 "manger" "figue" +1 "manger" "flan" +1 "manger" "fleurs" +1 "manger" "frais" +4 "manger" "légume" +1 "manger" "légume-vert" +2 "manger" "lendemain" +1 "manger" "marmiton" +1 "manger" "matin" +1 "manger" "mollusque" +1 "manger" "poireau" +1 "manger" "salade" +2 "manger" "soupe" +1 "manger" "terrine" +1 "manger" "tourte" +1 "mariner" "concombre" +1 "mariner" "contenu" +1 "mariner" "crevette" +1 "mariner" "dé" +1 "mariner" "dizaine" +1 "mariner" "foie" +1 "mariner" "foie-gras" +2 "mariner" "heure" +1 "mariner" "jour" +2 "mariner" "lapin" +1 "mariner" "noix" +5 "mariner" "nuit" +1 "mariner" "oignon" +1 "mariner" "poivron" +1 "mariner" "poulet" +2 "mariner" "queue" +1 "mariner" "salade" +1 "mariner" "thon" +1 "mariner" "tomate" +2 "mariner" "tout" +2 "mariner" "viande" +1 "marquer" "cercle" +1 "masquer" "côté" +1 "masquer" "feuilletage" +1 "masquer" "goût" +1 "masquer" "saveur" +1 "masser" "viande" +2 "mélanger" "ail" +2 "mélanger" "ananas" +1 "mélanger" "appareil" +2 "mélanger" "avocat" +1 "mélanger" "basilic" +2 "mélanger" "béchamel" +9 "mélanger" "beurre" +1 "mélanger" "biscotte" +3 "mélanger" "blanc" +1 "mélanger" "boîte" +3 "mélanger" "bouillon" +1 "mélanger" "bouquet" +1 "mélanger" "brousse" +1 "mélanger" "cantal" +3 "mélanger" "carotte" +3 "mélanger" "carré" +1 "mélanger" "caviar" +1 "mélanger" "cèpe" +3 "mélanger" "chair" +2 "mélanger" "champignon" +4 "mélanger" "chèvre" +1 "mélanger" "chicon" +1 "mélanger" "chou" +1 "mélanger" "chou-fleur" +1 "mélanger" "coeur-de-palmier" +2 "mélanger" "concentré" +5 "mélanger" "concombre" +1 "mélanger" "coquillette" +1 "mélanger" "coriandre" +5 "mélanger" "courgette" +2 "mélanger" "crabe" +23 "mélanger" "crème" +20 "mélanger" "crème-fraîche" +7 "mélanger" "crevette" +1 "mélanger" "cube" +2 "mélanger" "cuillère" +1 "mélanger" "cumin" +2 "mélanger" "curry" +6 "mélanger" "dé" +1 "mélanger" "dedans" +1 "mélanger" "deux" +1 "mélanger" "eau" +4 "mélanger" "échalote" +1 "mélanger" "élément" +1 "mélanger" "endive" +14 "mélanger" "ensemble" +1 "mélanger" "épaississement" +2 "mélanger" "épice" +1 "mélanger" "épinard" +1 "mélanger" "est" +1 "mélanger" "faisselle" +1 "mélanger" "farce" +82 "mélanger" "farine" +1 "mélanger" "fécule" +1 "mélanger" "fenouil" +1 "mélanger" "feuille" +1 "mélanger" "fève" +2 "mélanger" "filet" +8 "mélanger" "fromage" +13 "mélanger" "fromage-blanc" +3 "mélanger" "fromage-de-chèvre" +1 "mélanger" "gélatine" +1 "mélanger" "germe" +1 "mélanger" "gouda" +1 "mélanger" "gousse-d'ail" +1 "mélanger" "haricot" +1 "mélanger" "harissa" +23 "mélanger" "huile" +72 "mélanger" "ingrédient" +1 "mélanger" "instant" +4 "mélanger" "jambon" +11 "mélanger" "jaune" +10 "mélanger" "jaune-d'oeuf" +15 "mélanger" "jus" +1 "mélanger" "jus-de-fruits" +5 "mélanger" "lait" +2 "mélanger" "lait-concentré" +1 "mélanger" "lait-de-coco" +1 "mélanger" "laitue" +1 "mélanger" "languette" +1 "mélanger" "lanière" +1 "mélanger" "lardon" +11 "mélanger" "légume" +2 "mélanger" "lentille" +4 "mélanger" "levure" +1 "mélanger" "mâche" +1 "mélanger" "mais" +1 "mélanger" "maïzena" +1 "mélanger" "margarine" +12 "mélanger" "mayonnais" +1 "mélanger" "mélange" +1 "mélanger" "melon" +2 "mélanger" "miel" +3 "mélanger" "miette" +6 "mélanger" "moitié" +4 "mélanger" "morceau" +7 "mélanger" "moutarde" +1 "mélanger" "noix" +58 "mélanger" "oeuf" +2 "mélanger" "oignon" +1 "mélanger" "orange" +4 "mélanger" "pain" +1 "mélanger" "parmesan" +1 "mélanger" "pâte" +2 "mélanger" "pâtes" +1 "mélanger" "persil" +1 "mélanger" "petit-pois" +2 "mélanger" "petit-suisse" +2 "mélanger" "poireau" +1 "mélanger" "pois-chiche" +2 "mélanger" "poisson" +1 "mélanger" "pomme" +1 "mélanger" "pomme-de-terre" +3 "mélanger" "porc" +1 "mélanger" "portion" +2 "mélanger" "pot" +6 "mélanger" "poulet" +1 "mélanger" "pousse" +16 "mélanger" "préparation" +1 "mélanger" "pulpe" +6 "mélanger" "purée" +1 "mélanger" "purée-de-tomates" +1 "mélanger" "quartier" +1 "mélanger" "radis-noir" +1 "mélanger" "réduction" +3 "mélanger" "reste" +1 "mélanger" "rhum" +3 "mélanger" "riz" +1 "mélanger" "roux" +12 "mélanger" "salade" +13 "mélanger" "sauce" +1 "mélanger" "sauce-mayonnaise" +1 "mélanger" "saucisson" +6 "mélanger" "saumon" +3 "mélanger" "saveur" +1 "mélanger" "sel" +1 "mélanger" "semoule" +1 "mélanger" "sirop" +1 "mélanger" "soja" +1 "mélanger" "soupe" +4 "mélanger" "sucre" +1 "mélanger" "tarama" +2 "mélanger" "tartare" +19 "mélanger" "thon" +7 "mélanger" "tomate" +208 "mélanger" "tout" +1 "mélanger" "trois" +1 "mélanger" "vermicelle" +8 "mélanger" "viande" +5 "mélanger" "vinaigre" +1 "mélanger" "vinaigrette" +1 "mélanger" "vin-blanc" +14 "mélanger" "yaourt" +1 "mélanger" "zeste" +1 "mêler" "avocat" +1 "mêler" "courgette" +1 "mêler" "crème" +1 "mêler" "cube" +1 "mêler" "dé" +1 "mêler" "farine" +1 "mêler" "jaune" +1 "mêler" "pulpe" +1 "mêler" "ris-de-veau" +1 "mêler" "salade" +3 "mêler" "tout" +1 "ménager" "bord" +1 "mesurer" "ingrédient" +1 "mettre" "2ème" +1 "mettre" "agneau" +3 "mettre" "ail" +2 "mettre" "amande" +2 "mettre" "ananas" +2 "mettre" "anchois" +1 "mettre" "appareil" +4 "mettre" "asperge" +2 "mettre" "assiette" +1 "mettre" "aubergine" +1 "mettre" "aumônière" +1 "mettre" "avocat" +2 "mettre" "baguette" +1 "mettre" "bain" +1 "mettre" "ballotine" +1 "mettre" "barbe" +1 "mettre" "betterave" +19 "mettre" "beurre" +1 "mettre" "bière" +1 "mettre" "biscotte" +1 "mettre" "bisque" +4 "mettre" "blanc" +1 "mettre" "blé" +1 "mettre" "bocal" +1 "mettre" "boeuf" +2 "mettre" "boîte" +1 "mettre" "botte" +2 "mettre" "bouillon" +1 "mettre" "boule" +2 "mettre" "boulette" +2 "mettre" "bout" +1 "mettre" "brick" +1 "mettre" "brin" +1 "mettre" "camembert" +1 "mettre" "câpre" +5 "mettre" "carotte" +1 "mettre" "carré" +1 "mettre" "casserole" +1 "mettre" "cassolette" +2 "mettre" "chair" +9 "mettre" "champignon" +2 "mettre" "chapeau" +4 "mettre" "chapelure" +1 "mettre" "chef" +2 "mettre" "chèvre" +2 "mettre" "chicon" +1 "mettre" "chou" +1 "mettre" "choucroute" +1 "mettre" "chou-fleur" +1 "mettre" "chute" +1 "mettre" "ciboulette" +1 "mettre" "clou-de-girofle" +1 "mettre" "cocotte" +1 "mettre" "concentré" +2 "mettre" "coquille" +1 "mettre" "cordon" +1 "mettre" "coriandre" +1 "mettre" "côté" +14 "mettre" "couche" +8 "mettre" "courgette" +3 "mettre" "couvercle" +1 "mettre" "crabe" +5 "mettre" "crème" +4 "mettre" "crème-fraîche" +5 "mettre" "crêpe" +9 "mettre" "crevette" +1 "mettre" "crottin" +1 "mettre" "croûte" +1 "mettre" "croûton" +1 "mettre" "crudité" +7 "mettre" "cube" +1 "mettre" "cuiller" +22 "mettre" "cuillère" +1 "mettre" "cuisse" +5 "mettre" "dé" +1 "mettre" "deux" +1 "mettre" "dôme" +11 "mettre" "eau" +1 "mettre" "écaille" +6 "mettre" "échalote" +2 "mettre" "endive" +2 "mettre" "ensemble" +1 "mettre" "épaisseur" +3 "mettre" "épice" +2 "mettre" "épinard" +2 "mettre" "équivalent" +3 "mettre" "escargot" +1 "mettre" "espadon" +1 "mettre" "faitout" +3 "mettre" "farce" +14 "mettre" "farine" +2 "mettre" "fécule" +1 "mettre" "fenouil" +26 "mettre" "feuille" +1 "mettre" "feuilleté" +1 "mettre" "filament" +8 "mettre" "filet" +1 "mettre" "fleurette" +1 "mettre" "flocon" +9 "mettre" "foie" +3 "mettre" "foie-gras" +7 "mettre" "fond" +2 "mettre" "fondue" +1 "mettre" "fort" +3 "mettre" "four" +3 "mettre" "fromage" +1 "mettre" "fromage-blanc" +1 "mettre" "fromage-de-chèvre" +1 "mettre" "gamba" +1 "mettre" "garniture" +3 "mettre" "gélatine" +3 "mettre" "gésier" +2 "mettre" "gousse" +1 "mettre" "gousse-d'ail" +1 "mettre" "gouttes" +3 "mettre" "graine" +1 "mettre" "grill" +1 "mettre" "grosse" +8 "mettre" "gruyère" +2 "mettre" "hachis" +1 "mettre" "haricot" +8 "mettre" "herbe" +15 "mettre" "huile" +1 "mettre" "huître" +29 "mettre" "ingrédient" +3 "mettre" "jambon" +2 "mettre" "jaune" +3 "mettre" "jaune-d'oeuf" +7 "mettre" "jus" +1 "mettre" "kiwi" +1 "mettre" "lait" 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"huile" +2 "passer" "ingrédient" +2 "passer" "instant" +2 "passer" "jaune-d'oeuf" +4 "passer" "jus" +1 "passer" "lame" +3 "passer" "légume" +1 "passer" "liquide" +3 "passer" "mélange" +3 "passer" "minute" +1 "passer" "moitié" +1 "passer" "moment" +1 "passer" "morceau" +1 "passer" "moulin-à-poivre" +2 "passer" "noix" +1 "passer" "oeuf-dur" +1 "passer" "pain" +2 "passer" "pâte" +1 "passer" "pois-chiche" +1 "passer" "pomme-de-terre" +1 "passer" "portion" +4 "passer" "potage" +1 "passer" "potiron" +4 "passer" "préparation" +1 "passer" "pudding" +1 "passer" "pulpe" +1 "passer" "purée" +2 "passer" "reste" +1 "passer" "rouleau-à-pâtisserie" +2 "passer" "sauce" +1 "passer" "seconde" +1 "passer" "sou" +6 "passer" "soupe" +1 "passer" "tartine" +1 "passer" "temps" +1 "passer" "terrine" +22 "passer" "tout" +2 "passer" "tranche" +1 "passer" "tranche-de-pain" +1 "passer" "velouté" +1 "passer" "vol-au-vent" +1 "peindre" "flamme" +1 "peler" "agrume" +3 "peler" "ail" +1 "peler" "ananas" +5 "peler" 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"petit" +3 "percer" "trou" +1 "perdre" "acidité" +1 "perdre" "amidon" +2 "perdre" "eau" +1 "perdre" "goût" +1 "perdre" "légume" +1 "perdre" "maximum" +2 "perdre" "partie" +1 "perdre" "transparence" +1 "permettre" "démoulage" +1 "pétrir" "chair-à-saucisse" +4 "pétrir" "farine" +1 "pétrir" "fromage" +1 "pétrir" "minute" +4 "pétrir" "pâte" +1 "pétrir" "tout-petit" +2 "piler" "ail" +1 "piler" "basilic" +1 "piler" "coriandre" +1 "piler" "crevette" +2 "piler" "gousse-d'ail" +1 "piler" "jaune" +1 "piler" "mélange" +2 "piler" "noisette" +1 "piler" "sel" +1 "piler" "tête" +1 "piler" "tomate" +1 "pilonner" "basilic" +8 "pincer" "bord" +1 "pincer" "haut" +1 "pincer" "jointure" +1 "pincer" "pâte" +1 "piquer" "aubergine" +1 "piquer" "avant" +1 "piquer" "bâtonnet" +1 "piquer" "bouchée" +1 "piquer" "boudin" +1 "piquer" "champignon" +1 "piquer" "clou-de-girofle" +2 "piquer" "couteau" +1 "piquer" "dessus" +1 "piquer" "escargot" +1 "piquer" "feuille" +35 "piquer" "fond" +1 "piquer" "fourchette" +1 "piquer" "lame" +1 "piquer" "légume" +1 "piquer" "milieu" +1 "piquer" "moitié" +1 "piquer" "oignon" +19 "piquer" "pâte" +2 "piquer" "pâte-brisée" +1 "piquer" "pâte-feuilletée" +1 "piquer" "tarte" +1 "piquer" "tartelette" +1 "piquer" "tourte" +1 "piquer" "trou" +1 "placer" "ail" +1 "placer" "aubergine" +1 "placer" "aumônière" +1 "placer" "bain-marie" +1 "placer" "bâtonnet" +1 "placer" "beurre" +1 "placer" "blanc" +1 "placer" "boeuf" +1 "placer" "boule" +1 "placer" "boulette" +1 "placer" "branche" +1 "placer" "cabillaud" +2 "placer" "carcasse" +1 "placer" "carotte" +2 "placer" "chair" +1 "placer" "chapeau" +2 "placer" "chausson" +1 "placer" "chèvre" +1 "placer" "chou-fleur" +1 "placer" "citron" +1 "placer" "coquille" +2 "placer" "couche" +1 "placer" "cresson" +2 "placer" "crevette" +1 "placer" "cube" +4 "placer" "cuillère" +2 "placer" "dernier" +1 "placer" "écrevisse" +1 "placer" "épinard" +1 "placer" "farce" +6 "placer" "feuille" +1 "placer" "filet" +1 "placer" "film" +2 "placer" "foie" +1 "placer" "foie-gras" +1 "placer" "fondue" +2 "placer" "garniture" +1 "placer" "huile" +1 "placer" "huître" +2 "placer" "ingrédient" +1 "placer" "instant" +1 "placer" "jaune-d'oeuf" +1 "placer" "la" +1 "placer" "lanière" +3 "placer" "légume" +1 "placer" "manchon" +3 "placer" "mélange" +1 "placer" "moitié" +6 "placer" "morceau" +3 "placer" "moule" +2 "placer" "oeuf" +2 "placer" "oignon" +1 "placer" "olive-noire" +1 "placer" "os" +1 "placer" "pâte-brisée" +2 "placer" "pâte-feuilletée" +1 "placer" "pavé" +1 "placer" "planchette" +3 "placer" "plat" +1 "placer" "poids" +1 "placer" "poireau" +1 "placer" "poisson" +4 "placer" "poivron" +1 "placer" "pomme" +1 "placer" "poulpe" +5 "placer" "préparation" +1 "placer" "quignon" +2 "placer" "ramequin" +1 "placer" "reblochon" +1 "placer" "riz" +2 "placer" "rondelle" +2 "placer" "saladier" +1 "placer" "sardine" +1 "placer" "saumon" +1 "placer" "soufflé" +6 "placer" "terrine" +1 "placer" "tête" +8 "placer" "tout" +4 "placer" "tranche" +1 "placer" "verrine" +1 "placer" "viande" +2 "planter" "couteau" +1 "planter" "crevette" +1 "planter" "cure-dent" +1 "planter" "dedans" +1 "planter" "fourchette" +1 "planter" "jambon" +2 "planter" "lame" +1 "planter" "pointe" +1 "planter" "queue" +1 "plaquer" "feuille" +1 "plier" "bandelette" +1 "plier" "bas" +1 "plier" "brick" +1 "plier" "carré" +1 "plier" "demi-cercle" +1 "plier" "dernier" +8 "plier" "feuille" +2 "plier" "moitié" +1 "plier" "pâte" +1 "plonger" "aile" +1 "plonger" "araignée-de-mer" +1 "plonger" "artichaut" +1 "plonger" "asperge" +1 "plonger" "blanc" +1 "plonger" "boudin" +1 "plonger" "bouillon" +1 "plonger" "boulette" +1 "plonger" "chausson" +1 "plonger" "courgette" +1 "plonger" "cuillère" +1 "plonger" "dedans" +2 "plonger" "feuille-de-chou" +2 "plonger" "filet" +1 "plonger" "fleurs" +1 "plonger" "gamba" +1 "plonger" "gnocchis" +2 "plonger" "langoustine" +1 "plonger" "lanière" +1 "plonger" "légume" +1 "plonger" "lotte" +2 "plonger" "minute" +1 "plonger" "moitié" +1 "plonger" "morceau" +1 "plonger" "moule" +2 "plonger" "oeuf" +1 "plonger" "olive" +1 "plonger" "ortie" +1 "plonger" "os-à-moelle" +1 "plonger" "paquet" +1 "plonger" "pâtes" +1 "plonger" "pilon" +1 "plonger" "plaque" +3 "plonger" "pointe" +2 "plonger" "poivron" +1 "plonger" "radis" +1 "plonger" "ris" +1 "plonger" "riz" +1 "plonger" "rondelle" +1 "plonger" "soja" +1 "plonger" "tête" +3 "plonger" "tomate" +1 "plonger" "topinambour" +1 "plonger" "truite" +1 "plonger" "vermicelle" +1 "pocher" "autre" +1 "pocher" "coquille" +1 "pocher" "cuisse" +2 "pocher" "filet" +2 "pocher" "huître" +1 "pocher" "lotte" +1 "pocher" "minute" +1 "pocher" "morceau" +1 "pocher" "noix" +1 "pocher" "oeuf" +1 "pocher" "pavé" +2 "pocher" "poisson" +1 "pocher" "poulet" +1 "pocher" "saucisse" +1 "pocher" "saucisson" +1 "pocher" "saumon" +1 "poêler" "chianti" +1 "poêler" "courgette" +1 "poêler" "crottin" +1 "poêler" "légume" +1 "poêler" "noix" +1 "poêler" "oignon" +1 "poêler" "saumon" +1 "poêler" "tranche" +1 "pointer" "asperge" +1 "poivrer" "appareil" +1 "poivrer" "coquille" +1 "poivrer" "coriandre" +1 "poivrer" "crème-fraîche" +1 "poivrer" "crevette" +1 "poivrer" "cuillère" +1 "poivrer" "cuisse-de-grenouille" +1 "poivrer" "ensemble" +1 "poivrer" "escalope" +1 "poivrer" "gamba" +1 "poivrer" "herbe" +1 "poivrer" "intérieur" +1 "poivrer" "jaune" +1 "poivrer" "légume" +4 "poivrer" "mélange" +1 "poivrer" "noix" +1 "poivrer" "pissenlit" +2 "poivrer" "préparation" +1 "poivrer" "rillettes" +1 "poivrer" "sardine" +1 "poivrer" "sel" +1 "poivrer" "tête" +1 "poivrer" "tout" +1 "poivrer" "tranche" +7 "porter" "bouillon" +3 "porter" "casserole" +1 "porter" "crème" +3 "porter" "eau" +1 "porter" "fumet" +1 "porter" "instant" +3 "porter" "lait" +1 "porter" "préparation" +7 "porter" "tout" +1 "porter" "vin" +1 "porter" "vin-blanc" +1 "poser" "2ème" +1 "poser" "aluminium" +1 "poser" "anchois" +1 "poser" "asperge" +1 "poser" "assiette-creuse" +1 "poser" "aubergine" +1 "poser" "autre" +1 "poser" "blini" +1 "poser" "brick" +1 "poser" "brin" +1 "poser" "brochette" +1 "poser" "canard" +1 "poser" "casserole" +1 "poser" "cercle" +1 "poser" "chapeau" +1 "poser" "cigare" +1 "poser" "cocotte" +1 "poser" "couche" +1 "poser" "courgette" +1 "poser" "coussin" +3 "poser" "couvercle" +2 "poser" "crevette" +1 "poser" "crottin" +1 "poser" "croûton" +2 "poser" "cube" +1 "poser" "cuillère" +1 "poser" "demie" +1 "poser" "farce" +6 "poser" "feuille" +4 "poser" "filet" +1 "poser" "fleuron" +1 "poser" "foie-gras" +1 "poser" "fond-d'artichaut" +1 "poser" "fromage" +3 "poser" "galette" +1 "poser" "jambon" +3 "poser" "lamelle" +1 "poser" "lanière" +1 "poser" "légume" +1 "poser" "lit" +2 "poser" "moitié" +4 "poser" "morceau" +2 "poser" "moule" +1 "poser" "nem" +1 "poser" "nid" +1 "poser" "objet" +2 "poser" "oeuf-dur" +4 "poser" "pâte" +1 "poser" "pâte-brisée" +1 "poser" "plaque" +3 "poser" "poids" +1 "poser" "poire" +1 "poser" "préparation" +2 "poser" "ramequin" +1 "poser" "rectangle" +1 "poser" "rond" +1 "poser" "rondelle" +2 "poser" "rouleau" +2 "poser" "salade" +1 "poser" "saucisse" +2 "poser" "saumon" +1 "poser" "suprême" +1 "poser" "tas" +1 "poser" "thon" +1 "poser" "tomate" +7 "poser" "tranche" +1 "positionner" "lamelle" +1 "positionner" "moule" +1 "positionner" "rectangle" +1 "positionner" "tas" +1 "posséder" "texture" +1 "poudrer" "plat" +1 "poudrer" "Type" +1 "pourrir" "viande" +22 "poursuivre" "cuisson" +1 "poursuivre" "incorporation" +1 "pouvoir" "être" +1 "pouvoir" "pré" +1 "pratiquer" "incision" +1 "pratiquer" "ouverture" +1 "précéder" "choucroute" +1 "précéder" "salade" +1 "préchauffer" "fort" +546 "préchauffer" "four" +3 "préchauffer" "gril" +1 "préchauffer" "huile" +1 "préchauffer" "thermostat" +2 "préférer" "foie" +1 "préférer" "fromage" +1 "préférer" "gamay" +1 "préférer" "goût" +1 "préférer" "jambon" +1 "préférer" "la" +1 "préférer" "légume" +1 "préférer" "mélange" +1 "préférer" "pâté" +1 "préférer" "potage" +1 "préférer" "radis-rose" +1 "préférer" "recette" +1 "préférer" "saveur" +1 "préférer" "service" +1 "préférer" "soupe" +1 "préférer" "vin-rouge" +1 "préformer" "riz" +1 "prélever" "bouillon" +2 "prélever" "boule" +6 "prélever" "chair" +1 "prélever" "feuille" +1 "prélever" "gamba" +1 "prélever" "gras" +1 "prélever" "lamelle" +1 "prélever" "moitié" +1 "prélever" "morceau" +1 "prélever" "portion" +2 "prélever" "pulpe" +4 "prélever" "quartier" +1 "prélever" "rondelle" +2 "prélever" "zeste" +2 "prendre" "allure" +1 "prendre" "apéritif" +1 "prendre" "arôme" +1 "prendre" "asperge" +1 "prendre" "assiette" +1 "prendre" "baguette" +1 "prendre" "banane" +1 "prendre" "bandelette" +1 "prendre" "bocal" +1 "prendre" "boîte" +2 "prendre" "bol" +2 "prendre" "boule" +1 "prendre" "boulette" +1 "prendre" "bout" +1 "prendre" "branche" +3 "prendre" "casserole" +1 "prendre" "chair" +2 "prendre" "châtaigne" +1 "prendre" "cocotte" +1 "prendre" "composition" +2 "prendre" "consistance" +1 "prendre" "coquille" +17 "prendre" "couleur" +2 "prendre" "couleurs" +1 "prendre" "coupe" +1 "prendre" "crêpe" +1 "prendre" "crevette" +1 "prendre" "cuillère" +1 "prendre" "dé" +1 "prendre" "dizaine" +1 "prendre" "économe" +10 "prendre" "feuille" +1 "prendre" "figue" +1 "prendre" "filament" +1 "prendre" "foie-gras" +1 "prendre" "fond" +1 "prendre" "fouet" +2 "prendre" "fourchette" +3 "prendre" "gelée" +1 "prendre" "goût" +1 "prendre" "grille" +1 "prendre" "heure" +1 "prendre" "jaune" +1 "prendre" "jus" +1 "prendre" "liquide" +1 "prendre" "main" +1 "prendre" "marmite" +1 "prendre" "mixer" +2 "prendre" "moitié" +1 "prendre" "morceau" +8 "prendre" "moule" +1 "prendre" "moule-à-tarte" +1 "prendre" "nuit" +1 "prendre" "oeuf" +1 "prendre" "oignon" +1 "prendre" "omelette" +1 "prendre" "paire" +1 "prendre" "pâte" +2 "prendre" "pâte-feuilletée" +2 "prendre" "pâtes" +6 "prendre" "plat" +2 "prendre" "poche" +2 "prendre" "poêle" +1 "prendre" "poêlon" +1 "prendre" "poule" +1 "prendre" "pousse-de-bambou" +1 "prendre" "presse-purée" +1 "prendre" "quantité" +1 "prendre" "récipient" +1 "prendre" "rouleau" +1 "prendre" "sablé" +1 "prendre" "sachet" +4 "prendre" "saladier" +1 "prendre" "sauce" +1 "prendre" "saveur" +3 "prendre" "soin" +1 "prendre" "suprême" +2 "prendre" "teinte" +1 "prendre" "temps" +5 "prendre" "terrine" +1 "prendre" "texture" +1 "prendre" "tomate" +2 "prendre" "torchon" +1 "prendre" "tour-de-main" +4 "prendre" "tranche" +1 "prendre" "truite" +1 "prendre" "verrine" +1 "préparer" "amande" +1 "préparer" "année" +6 "préparer" "appareil" +1 "préparer" "artichaut" +4 "préparer" "assaisonnement" +5 "préparer" "assiette" +3 "préparer" "aubergine" +1 "préparer" "avocat" +1 "préparer" "bain" +1 "préparer" "ballotine" +1 "préparer" "ballottine" +1 "préparer" "bar" +2 "préparer" "base" +1 "préparer" "bavarois" +16 "préparer" "béchamel" +4 "préparer" "beurre" +1 "préparer" "bisque" +1 "préparer" "bocal" +9 "préparer" "bouillon" +1 "préparer" "boule" +2 "préparer" "boulette" +1 "préparer" "bouquet-garni" +1 "préparer" "brick" +2 "préparer" "cake" +2 "préparer" "caramel" +1 "préparer" "carré" +1 "préparer" "cèpe" +1 "préparer" "chair-à-saucisse" +1 "préparer" "chantilly" +1 "préparer" "coca" +1 "préparer" "compote" +1 "préparer" "concombre" +2 "préparer" "coquille" +4 "préparer" "coulis" +1 "préparer" "courgette" +7 "préparer" "court-bouillon" +3 "préparer" "crème" +1 "préparer" "crème-fouettée" +1 "préparer" "crème-fraîche" +2 "préparer" "crêpe" +1 "préparer" "croquette" +1 "préparer" "croustade" +1 "préparer" "croûte" +5 "préparer" "croûton" +1 "préparer" "cuisson" +1 "préparer" "daurade" +1 "préparer" "eau" +2 "préparer" "échalote" +1 "préparer" "endive" +2 "préparer" "entrée" +1 "préparer" "escavèche" +10 "préparer" "farce" +1 "préparer" "feu-de-bois" +3 "préparer" "feuille" +1 "préparer" "filet" +2 "préparer" "flan" +1 "préparer" "foie" +1 "préparer" "fond" +1 "préparer" "fondue" +2 "préparer" "galette" +1 "préparer" "gamba" +9 "préparer" "garniture" +1 "préparer" "gâteau" +13 "préparer" "gelée" +1 "préparer" "heure" +3 "préparer" 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"blanc" +1 "roussir" "oignon" +1 "sabler" "semoule" +1 "saisir" "boeuf" +1 "saisir" "coquille-St-Jacques" +1 "saisir" "crevette" +1 "saisir" "cube" +1 "saisir" "feuille" +1 "saisir" "filet" +1 "saisir" "foie-gras" +1 "saisir" "gamba" +1 "saisir" "noix" +1 "saisir" "pavé" +1 "saisir" "tranche" +1 "saler" "carpaccio" +1 "saler" "concombre" +1 "saler" "coquille-Saint-Jacques" +1 "saler" "courgette" +1 "saler" "farce" +5 "saler" "intérieur" +1 "saler" "lardon" +1 "saler" "légume" +1 "saler" "le-pour" +1 "saler" "mélange" +1 "saler" "noix" +1 "saler" "oignon" +3 "saler" "plat" +4 "saler" "préparation" +1 "saler" "temps" +1 "saler" "tomate" +2 "saler" "tout" +1 "saler" "vinaigrette" +1 "salir" "main" +1 "salir" "rouleau" +1 "saucer" "ensemble" +1 "saucer" "escargot" +2 "saucer" "est" +1 "saucer" "mélange" +1 "saucer" "nuoc-mâm" +1 "saucer" "piment" +2 "saucer" "poisson" +1 "saucer" "salade" +1 "saucer" "sauce" +24 "saucer" "soja" +2 "saucer" "vinaigrette" +1 "saucer" "vin-blanc" +1 "saupoudrer" "assiette" +1 "saupoudrer" "bol" +1 "saupoudrer" "bord" +2 "saupoudrer" "champignon" +2 "saupoudrer" "couche" +1 "saupoudrer" "dé" +1 "saupoudrer" "dernier" +3 "saupoudrer" "dessus" +1 "saupoudrer" "endive" +1 "saupoudrer" "épice" +4 "saupoudrer" "farine" +7 "saupoudrer" "fond" +2 "saupoudrer" "fromage" +2 "saupoudrer" "graine" +1 "saupoudrer" "gruyère" +1 "saupoudrer" "herbe" +1 "saupoudrer" "maquereau" +1 "saupoudrer" "oeuf" +3 "saupoudrer" "paprika" +6 "saupoudrer" "parmesan" +1 "saupoudrer" "persil" +1 "saupoudrer" "piment" +2 "saupoudrer" "plat" +1 "saupoudrer" "poivre" +1 "saupoudrer" "quiche" +2 "saupoudrer" "reste" +1 "saupoudrer" "rondelle" +1 "saupoudrer" "salade" +1 "saupoudrer" "sauce" +2 "saupoudrer" "surface" +1 "saupoudrer" "tarte" +2 "saupoudrer" "tout" +1 "saupoudrer" "tranche" +1 "sauter" "gamba" +1 "sauter" "minute" +1 "savoir" "caquelon" +1 "savoir" "four" +1 "savourer" "concombre" +1 "savourer" "potage" +3 "sceller" "bord" +1 "sceller" "terrine" +1 "sculpter" "cygne" +1 "sécher" "asperge" +2 "sécher" "aubergine" +1 "sécher" "basilic" +1 "sécher" "brin" +1 "sécher" "endive" +1 "sécher" "feuille" +1 "sécher" "filet" +1 "sécher" "herbe" +1 "sécher" "menthe" +1 "sécher" "poisson" +2 "sécher" "préparation" +1 "sécher" "raisin" +1 "sécher" "roquette" +2 "sécher" "salade" +1 "sécher" "tranche" +2 "secouer" "casserole" +1 "secouer" "poêle" +1 "sectionner" "nerf" +1 "semer" "fromage" +1 "semer" "herbe" +1 "sentir" "goût" +1 "sentir" "muscade" +1 "sentir" "odeur" +1 "sentir" "parfum" +16 "séparer" "blanc" +1 "séparer" "blanc-d'oeufs" +1 "séparer" "bouillon" +1 "séparer" "champignon" +2 "séparer" "corail" +1 "séparer" "côte" +1 "séparer" "épaisseur" +1 "séparer" "farce" +1 "séparer" "feuille" +4 "séparer" "grain" +1 "séparer" "graine" +1 "séparer" "gras" +7 "séparer" "jaune" +1 "séparer" "lobe" +1 "séparer" "moelle" +1 "séparer" "noix" +1 "séparer" "nombre" +1 "séparer" "partie" +3 "séparer" "pâte" +1 "séparer" "pied" +1 "séparer" "pointe" +1 "séparer" "quart" +2 "séparer" "quartier" +1 "séparer" "raviole" +1 "séparer" "suprême" +4 "séparer" "tête" +2 "séparer" "tige" +1 "séparer" "viande" +1 "serrer" "foie" +1 "serrer" "nem" +1 "serrer" "noix" +1 "servir" "aumônière" +1 "servir" "autour" +1 "servir" "avocat" +2 "servir" "beignet" +1 "servir" "betterave" +1 "servir" "bien" +1 "servir" "blini" +1 "servir" "boulette" +2 "servir" "brochette" +3 "servir" "cake" +1 "servir" "cassolette" +1 "servir" "champignon" +3 "servir" "chaud" +1 "servir" "chausson" +1 "servir" "chicon" +1 "servir" "chou" +1 "servir" "convive" +1 "servir" "crabe" +1 "servir" "croûton" +1 "servir" "duo" +1 "servir" "ensemble" +3 "servir" "entrée" +1 "servir" "épinard" +1 "servir" "escargot" +1 "servir" "faisselle" +2 "servir" "feuilleté" +1 "servir" "flan" +1 "servir" "fois" +1 "servir" "galette" +1 "servir" "gâteau" +1 "servir" "gratinée" +1 "servir" "langouste" +5 "servir" "lendemain" +2 "servir" "madeleine" +1 "servir" "mousse" +1 "servir" "nem" +2 "servir" "noix" +2 "servir" "pain" +1 "servir" "part" +3 "servir" "plat" +2 "servir" "poivron" +5 "servir" "potage" +1 "servir" "poulpe" +1 "servir" "préparation" +2 "servir" "quiche" +1 "servir" "raie" +3 "servir" "reste" +1 "servir" "riz" +1 "servir" "roulade" +1 "servir" "rouleau" +8 "servir" "salade" +9 "servir" "sauce" +1 "servir" "saumon" +1 "servir" "soir" +1 "servir" "soufflé" +10 "servir" "soupe" +1 "servir" "tartare" +6 "servir" "tarte" +1 "servir" "tartine" +9 "servir" "terrine" +1 "servir" "timbale" +1 "servir" "tomate" +2 "servir" "tourte" +1 "servir" "tout" +2 "servir" "tranche" +5 "servir" "velouté" +1 "servir" "vinaigrette" +1 "siliconer" "muffin" +1 "simuler" "fermeture" +1 "sortir" "air" +1 "sortir" "assiette" +1 "sortir" "aubergine" +1 "sortir" "banane" +1 "sortir" "bêtes" +1 "sortir" "beurre" +1 "sortir" "bière" +1 "sortir" "blini" +1 "sortir" "bocal" +2 "sortir" "cake" +1 "sortir" "camembert" +1 "sortir" "carré" +1 "sortir" "casserole" +1 "sortir" "cassolette" +2 "sortir" "chair" +1 "sortir" "champignon" +1 "sortir" "chou" +2 "sortir" "coquille" +1 "sortir" "crabe" +1 "sortir" "cube" +1 "sortir" "eau" +1 "sortir" "escargot" +2 "sortir" "feuille" +1 "sortir" "figue" +6 "sortir" "foie" +2 "sortir" "foie-gras" +1 "sortir" "fromage" +1 "sortir" "gratin" +1 "sortir" "huître" +1 "sortir" "langouste" +1 "sortir" "lobe" +1 "sortir" "lotte" +1 "sortir" "maximum" +1 "sortir" "morceau" +4 "sortir" "moule" +3 "sortir" "oeuf" +1 "sortir" "pain" +5 "sortir" "pâte" +1 "sortir" "pâté" +1 "sortir" "pâte-brisée" +1 "sortir" "pied-de-veau" +1 "sortir" "pissaladière" +1 "sortir" "pizza" +1 "sortir" "plaque" +4 "sortir" "plat" +1 "sortir" "poireau" +2 "sortir" "poisson" +5 "sortir" "poivron" +1 "sortir" "pomme-de-terre" +2 "sortir" "poulet" +1 "sortir" "quartier" +3 "sortir" "ramequin" +1 "sortir" "rillettes" +1 "sortir" "roquefort" +2 "sortir" "salade" +1 "sortir" "saladier" +2 "sortir" "soufflé" +4 "sortir" "tarte" +5 "sortir" "terrine" +2 "sortir" "tête" +2 "sortir" "tomate" +1 "sortir" "verre" +1 "sortir" "viande" +1 "sortir" "vol-au-vent" +23 "souder" "bord" +1 "souder" "pâte" +1 "souder" "pâtes" +1 "souhaiter" "gouttes" +1 "souhaiter" "lardon" +1 "souhaiter" "mélange" +1 "souhaiter" "pâté" +1 "souhaiter" "résultat" +1 "souhaiter" "tarte" +9 "stopper" "cuisson" +2 "strier" "dessus" +1 "strier" "pâte" +1 "sucrer" "tout" +2 "suer" "échalote" +1 "suer" "noix" +1 "suer" "tout" +1 "suggérer" "fleurette" +1 "suivre" "bord" +1 "suivre" "contour" +1 "suivre" "côté" +1 "suivre" "dessin" +1 "suivre" "indication" +1 "suivre" "Instructions" +1 "suivre" "préparation" +1 "suivre" "procédure" +1 "suivre" "recette" +1 "super" "été" +1 "superposer" "couches" +1 "superposer" "crêpe" +2 "superposer" "feuille" +1 "superposer" "fromage-blanc" +1 "superposer" "lamelle" +1 "superposer" "rondelle" +1 "superposer" "tranche" +1 "supporter" "cuisson" +1 "supporter" "oignon" +1 "supporter" "poireau" +1 "supprimer" "béchamel" +1 "supprimer" "dé" +1 "supprimer" "escargot" +3 "supprimer" "pépin" +1 "supprimer" "poche" +1 "supprimer" "poivron" +1 "supprimer" "pomme-de-terre" +1 "supprimer" "purée" +1 "supprimer" "sable" +1 "surmonter" "fagot" +1 "surmonter" "pâté" +1 "surmonter" "tout" +3 "surprendre" "convive" +1 "surprendre" "entourage" +2 "surveiller" "coloration" +33 "surveiller" "cuisson" +1 "surveiller" "déroulement" +1 "surveiller" "dessus" +1 "surveiller" "fin" +1 "surveiller" "lardon" +1 "surveiller" "potage" +2 "suspendre" "noix" +1 "tailler" "bouchée" +1 "tailler" "carotte" +1 "tailler" "chair" +1 "tailler" "chorizo" +1 "tailler" "concombre" +1 "tailler" "courgette" +1 "tailler" "crevette" +1 "tailler" "feuille" +1 "tailler" "filet" +1 "tailler" "foie-gras" +1 "tailler" "jambon" +1 "tailler" "lamelle" +2 "tailler" "légume" +1 "tailler" "mozzarella" +1 "tailler" "oignon" +1 "tailler" "ouverture" +1 "tailler" "poireau" +2 "tailler" "poitrine" +2 "tailler" "poivron" +1 "tailler" "premier" +1 "tailler" "quartier" +1 "tailler" "ris-de-veau" +1 "tailler" "rond" +3 "tailler" "saumon" +1 "tailler" "talon" +1 "tailler" "tronçon" +8 "tamiser" "farine" +1 "tamiser" "fromage" +1 "tamiser" "jus" +1 "taper" "farce" +1 "tapisser" "assiette" +2 "tapisser" "bord" +2 "tapisser" "côté" +29 "tapisser" "fond" +1 "tapisser" "fonds" +16 "tapisser" "moule" +4 "tapisser" "moule-à-tarte" +2 "tapisser" "paroi" +2 "tapisser" "pâte" +1 "tapisser" "plat" +1 "tapisser" "préparation" +4 "tapisser" "ramequin" +1 "tapisser" "saladier" +6 "tapisser" "terrine" +1 "tapisser" "tour" +1 "tapisser" "tranche" +1 "tapisser" "verre" +1 "tartiner" "aubergine" +1 "tartiner" "blini" +1 "tartiner" "caviar" +1 "tartiner" "crêpe" +1 "tartiner" "filet" +2 "tartiner" "fond" +1 "tartiner" "galette" +1 "tartiner" "instant" +1 "tartiner" "intérieur" +1 "tartiner" "mélange" +1 "tartiner" "morceau" +1 "tartiner" "pain" +1 "tartiner" "partie" +1 "tartiner" "pâte-feuilletée" +1 "tartiner" "préparation" +2 "tartiner" "tranche" +4 "tartiner" "tranche-de-pain" +1 "tasser" "ensemble" +1 "tasser" "farce" +1 "tasser" "foie-gras" +1 "tasser" "pâté" +1 "tasser" "préparation" +1 "tasser" "purée" +7 "tasser" "tout" +1 "tendre" "salade" +1 "tenir" "coquillage" +1 "tenir" "montage" +1 "tenir" "recette" +1 "tenir" "roulade" +1 "tenter" "vinaigrette" +10 "terminer" "cuisson" +1 "terminer" "mélange" +1 "terminer" "montage" +1 "terminer" "préparation" +1 "terminer" "présentation" +1 "terminer" "recette" +1 "terminer" "rouleau" +1 "ternir" "goût" +1 "terrer" "barde" +1 "tester" "consistance" +1 "tester" "marques" +1 "tester" "recette" +1 "tiédir" "gelée" +1 "tiédir" "huile" +5 "tiédir" "lait" +1 "tiédir" "minute" +1 "tiédir" "pomme-de-terre" +1 "tiédir" "vin-blanc" +1 "tirer" "film" +1 "toaster" "pain-de-mie" +2 "toaster" "tranche-de-pain" +1 "tomber" "goutte" +1 "tomber" "miel" +1 "tourner" "appareil" +1 "tourner" "crêpe" +1 "tourner" "extrémité" +1 "tourner" "fois" +1 "tourner" "quinzaine" +1 "tourner" "robot" +1 "tourner" "saucier" +1 "tracer" "croix" +1 "tracer" "dessin" +1 "tracer" "disque" +1 "tracer" "ligne" +1 "trancher" "artichaut" +1 "trancher" "carotte" +1 "trancher" "cervelas" +1 "trancher" "chèvre" +1 "trancher" "chorizo" +2 "trancher" "chou" +1 "trancher" "concombre" +1 "trancher" "coquille" +1 "trancher" "courge" +3 "trancher" "courgette" +2 "trancher" "filet" +2 "trancher" "foie-gras" +2 "trancher" "jambon" +1 "trancher" "légume" +1 "trancher" "oeuf" +1 "trancher" "oeuf-dur" +1 "trancher" "pain-d'épice" +1 "trancher" "poireau" +1 "trancher" "poivron" +1 "trancher" "terrine" +4 "trancher" "tomate" +1 "trancher" "viande" +1 "transformer" "apéro" +1 "transformer" "reste" +1 "transformer" "tourte" +1 "transmettre" "idées" +1 "transporter" "cercle" +1 "transvaser" "préparation" +1 "transvaser" "tout" +2 "travailler" "beurre" +1 "travailler" "farce" +1 "travailler" "farine" +1 "travailler" "fois" +2 "travailler" "fromage" +1 "travailler" "fromage-blanc" +1 "travailler" "fromage-de-chèvre" +1 "travailler" "mélange" +3 "travailler" "pâte" +1 "travailler" "préparation" +1 "travailler" "sauce" +1 "travailler" "sucre" +4 "travailler" "tout" +2 "tremper" "biscotte" +1 "tremper" "boule" +1 "tremper" "bouquet" +1 "tremper" "boyau" +1 "tremper" "branche" +2 "tremper" "champignon" +1 "tremper" "crevette" +1 "tremper" "cube" +7 "tremper" "feuille" +1 "tremper" "fève" +1 "tremper" "flocon" +1 "tremper" "foie-gras" +1 "tremper" "fruit-sec" +5 "tremper" "galette" +1 "tremper" "gamba" +1 "tremper" "gélatine" +3 "tremper" "haricot" +2 "tremper" "lamelle" +1 "tremper" "lèvre" +1 "tremper" "mie" +7 "tremper" "mie-de-pain" +1 "tremper" "minute" +1 "tremper" "morceau" +1 "tremper" "morille" +1 "tremper" "moule" +1 "tremper" "mozzarella" +1 "tremper" "nem" +1 "tremper" "noix" +1 "tremper" "nuit" +1 "tremper" "oreille" +12 "tremper" "pain" +1 "tremper" "pain-de-mie" +1 "tremper" "plat" +1 "tremper" "poireau" +1 "tremper" "pois-chiche" +1 "tremper" "pomme" +2 "tremper" "raisin" +4 "tremper" "raisin-sec" +1 "tremper" "rondelle" +1 "tremper" "rouelle" +1 "tremper" "semoule" +2 "tremper" "tomate" +3 "tremper" "tranche" +2 "tremper" "tranche-de-pain" +1 "tremper" "vermicelle" +2 "trier" "feuille" +1 "trouer" "peau" +1 "trouver" "compte" +1 "trouver" "équilibre" +1 "trouver" "froid" +1 "trouver" "fromage-blanc" +1 "trouver" "ingrédient" +1 "trouver" "mélange" +1 "trouver" "parmesan" +1 "trouver" "potage" +1 "trouver" "poule" +1 "trouver" "préparation" +1 "trouver" "sirop" +1 "trouver" "spécialité" +1 "trouver" "substitut" +1 "trouver" "thon" +1 "trouver" "truffe" +1 "trouver" "vinaigre" +1 "tuer" "goût" +1 "tuer" "sanglier" +1 "typer" "arachide" +1 "typer" "bourgogne" +3 "typer" "chablis" +1 "typer" "cocotte-minute" +1 "typer" "coeur-de-boeuf" +1 "typer" "côte" +1 "typer" "mâcon" +1 "typer" "mesclun" +1 "typer" "morille" +2 "typer" "moule" +1 "typer" "muscadet" +1 "typer" "pain" +1 "typer" "pinot" +1 "typer" "potée" +1 "typer" "ramequin" +1 "typer" "sancerre" +1 "typer" "steak" +1 "typer" "vin-d'Alsace" +1 "typer" "vin-jaune" +1 "utiliser" "appareil" +1 "utiliser" "aubergine" +1 "utiliser" "autocuiseur" +1 "utiliser" "bâtonnet" +1 "utiliser" "beau" +1 "utiliser" "betterave" +1 "utiliser" "beurre" +1 "utiliser" "blanc-d'oeufs" +1 "utiliser" "bol" +1 "utiliser" "brin" +1 "utiliser" "brocoli" +1 "utiliser" "carde" +1 "utiliser" "chaleur" +1 "utiliser" "chapeau" +1 "utiliser" "chèvre" +1 "utiliser" "chou-rouge" +1 "utiliser" "citrouille" +1 "utiliser" "coquille-Saint-Jacques" +1 "utiliser" "couleurs" +1 "utiliser" "court-bouillon" +3 "utiliser" "crevette" +1 "utiliser" "cube" +1 "utiliser" "cuiller" +1 "utiliser" "cuillère" +3 "utiliser" "économe" +1 "utiliser" "essoreuse" +1 "utiliser" "fane" +2 "utiliser" "feuille" +1 "utiliser" "filet" +1 "utiliser" "foie-gras" +1 "utiliser" "fouet" +2 "utiliser" "fruits-de-mer" +1 "utiliser" "galet" +1 "utiliser" "galette" +1 "utiliser" "gaperon" +1 "utiliser" "gressin" +1 "utiliser" "hachoir" +2 "utiliser" "herbe" +2 "utiliser" "huile" +1 "utiliser" "jet" +2 "utiliser" "jus" +2 "utiliser" "la" +1 "utiliser" "légume" +1 "utiliser" "mandoline" +1 "utiliser" "matière" +3 "utiliser" "mayonnaise" +1 "utiliser" "micro-onde" +1 "utiliser" "mixer" +1 "utiliser" "mixeur" +3 "utiliser" "moule" +1 "utiliser" "mousse" +4 "utiliser" "noix" +1 "utiliser" "pâte-feuilletée" +2 "utiliser" "petit-pois" +1 "utiliser" "pic" +1 "utiliser" "pied" +1 "utiliser" "pilon" +1 "utiliser" "pinceau" +2 "utiliser" "poêle" +1 "utiliser" "poire" +2 "utiliser" "poivron" +1 "utiliser" "pour" +3 "utiliser" "préparation" +1 "utiliser" "produit" +1 "utiliser" "ramequin" +3 "utiliser" "recette" +1 "utiliser" "récipient" +4 "utiliser" "reste" +4 "utiliser" "robot" +1 "utiliser" "sachet" +1 "utiliser" "sardine" +2 "utiliser" "sorte" +4 "utiliser" "tomate" +2 "utiliser" "type" +1 "utiliser" "ustensile" +2 "utiliser" "verre" +1 "utiliser" "vin" +1 "valoir" "tomate" +2 "varier" "assaisonnement" +1 "varier" "fromage" +1 "varier" "garniture" +1 "varier" "goût" +1 "varier" "ingrédient" +1 "varier" "légume" +3 "varier" "plaisir" +1 "varier" "poisson" +3 "varier" "quantité" +3 "varier" "recette" +2 "varier" "saveur" +1 "varier" "sensation" +1 "velouter" "consistance" +22 "vérifier" "assaisonnement" +28 "vérifier" "cuisson" +2 "vérifier" "eau" +2 "vérifier" "élasticité" +1 "vérifier" "Instructions" +11 "verser" "appareil" +1 "verser" "armagnac" +2 "verser" "assaisonnement" +1 "verser" "baie" +3 "verser" "béchamel" +1 "verser" "beurre" +1 "verser" "bière" +1 "verser" "blanc-d'oeufs" +1 "verser" "boîte" +28 "verser" "bouillon" +2 "verser" "bouteille" +1 "verser" "brioche" +1 "verser" "briquette" +1 "verser" "câpre" +1 "verser" "caramel" +2 "verser" "carotte" +1 "verser" "champagne" +3 "verser" "champignon" +1 "verser" "chapelure" +1 "verser" "chèvre" +2 "verser" "cidre" +1 "verser" "coco" +4 "verser" "cognac" +1 "verser" "consommé" +14 "verser" "contenu" +1 "verser" "copeau" +1 "verser" "cordon" +5 "verser" "couche" +5 "verser" "coulis" +1 "verser" "courge" +1 "verser" "courgette" +1 "verser" "court-bouillon" +21 "verser" "crème" +1 "verser" "crème-anglaise" +9 "verser" "crème-fraîche" +1 "verser" "cube" +8 "verser" "cuillère" +1 "verser" "cuisse-de-grenouille" +1 "verser" "dernier" +23 "verser" "eau" +1 "verser" "eau-chaude" +1 "verser" "écrevisse" +2 "verser" "ensemble" +3 "verser" "épinard" +3 "verser" "équivalent" +2 "verser" "escargot" +2 "verser" "faisselle" +17 "verser" "farine" +1 "verser" "fécule" +19 "verser" "filet" +1 "verser" "foie" +6 "verser" "fond" +2 "verser" "fondue" +2 "verser" "fumet" +1 "verser" "garniture" +7 "verser" "gelée" +1 "verser" "gouttes" +23 "verser" "huile" +1 "verser" "huile-de-noix" +6 "verser" "ingrédient" +1 "verser" "intégralité" +1 "verser" "jaune-d'oeuf" +17 "verser" "jus" +33 "verser" "lait" +1 "verser" "laitance" +1 "verser" "lait-concentré" +2 "verser" "lait-de-coco" +1 "verser" "laitue" +1 "verser" "lamelle" +1 "verser" "lard" +3 "verser" "lardon" +8 "verser" "légume" +1 "verser" "levure" +1 "verser" "liaison" +1 "verser" "liant" +5 "verser" "litre" +2 "verser" "louche" +3 "verser" "marinade" +1 "verser" "mayonnais" +60 "verser" "mélange" +1 "verser" "mélange-homogène" +6 "verser" "miel" +1 "verser" "miette" +1 "verser" "mirepoix" +12 "verser" "moitié" +1 "verser" "moule" +1 "verser" "muscat" +4 "verser" "oeuf" +3 "verser" "oignon" +1 "verser" "omelette" +1 "verser" "orange" +1 "verser" "parmesan" +1 "verser" "pastis" +9 "verser" "pâte" +1 "verser" "pâtes" +1 "verser" "petit" +2 "verser" "petit-pois" +1 "verser" "poignée" +2 "verser" "poireau" +1 "verser" "pois-chiche" +1 "verser" "poivron" +1 "verser" "polenta" +1 "verser" "pomme-de-terre" +3 "verser" "porto" +3 "verser" "potage" +175 "verser" "préparation" +1 "verser" "pulpe" +5 "verser" "purée" +2 "verser" "quart" +1 "verser" "quinoa" +2 "verser" "rasade" +1 "verser" "ratatouille" +1 "verser" "réduction" +12 "verser" "reste" +1 "verser" "riz" +1 "verser" "rondelle" +2 "verser" "sachet" +38 "verser" "sauce" +1 "verser" "sauce-béchamel" +1 "verser" "sel" +2 "verser" "semoule" +1 "verser" "sirop" +1 "verser" "soupçon" +12 "verser" "soupe" +1 "verser" "suc" +6 "verser" "tomate" +47 "verser" "tout" +1 "verser" "tout-petit" +1 "verser" "trois-quarts" +2 "verser" "velouté" +1 "verser" "verre" +1 "verser" "verrine" +1 "verser" "viande" +6 "verser" "vin" +9 "verser" "vinaigre" +16 "verser" "vinaigrette" +10 "verser" "vin-blanc" +1 "vider" "brioche" +2 "vider" "chair" +1 "vider" "citron" +1 "vider" "coquille" +3 "vider" "eau" +1 "vider" "excédent" +1 "vider" "framboise" +1 "vider" "grain" +1 "vider" "gras" +1 "vider" "hachoir" +3 "vider" "huile" +2 "vider" "intérieur" +1 "vider" "intestin" +3 "vider" "jus" +1 "vider" "kiwi" +3 "vider" "pépin" +2 "vider" "poivron" +1 "vider" "pot" +1 "vider" "potiron" +1 "vider" "tomate" +1 "vider" "volaille" +1 "vieillir" "pot" +1 "vinaigrer" "câpre" +1 "vinaigrer" "sel" +1 "voiler" "plat" +1 "voir" "coupée" +1 "voir" "cuisson" +1 "voir" "déclinaison" +1 "voir" "notice" +1 "voir" "photo" +2 "voir" "recette" +1 "voir" "remarque" +1 "voir" "suite" +1 "voir" "vert" +1 "vouloir" "recette" +1 "vouloir" "sauce" +1 "vouloir" "tarte" +1 "vouloir" "velouté" +1 "zester" "orange" + diff --git a/test/LearningTest/TestCoclustering/Standard/FormatFichier/readme.txt b/test/LearningTest/TestCoclustering/Standard/FormatFichier/readme.txt new file mode 100644 index 000000000..b29ca0734 --- /dev/null +++ b/test/LearningTest/TestCoclustering/Standard/FormatFichier/readme.txt @@ -0,0 +1,6 @@ +Probleme d'incompatibilité entre format de fichier et dictionnaire + . message incomprehensible par l'utilisateur + . probleme du au format de codage des fichier (UTF8...) + . resolu si l'on sauve ces fichiers dans un format "standard" + -> essayer de traiter correctement ce type de fichier + => les fichiers utf8 avec BOM sont traité depuis la V10.1 \ No newline at end of file diff --git a/test/LearningTest/TestCoclustering/Standard/FormatFichier/results.ref/UTF8Coclustering.khc b/test/LearningTest/TestCoclustering/Standard/FormatFichier/results.ref/UTF8Coclustering.khc new file mode 100644 index 000000000..50a5e73e1 --- /dev/null +++ b/test/LearningTest/TestCoclustering/Standard/FormatFichier/results.ref/UTF8Coclustering.khc @@ -0,0 +1,3793 @@ +#Khiops 10.1.5 +Short description +Dimensions 2 +Name Type Parts Initial parts Values Interest Description +ver Categorical 48 48 662 1 +nom Categorical 53 53 1341 1 + +Coclustering stats +Instances 22377 +Cells 1551 +Null cost 236082.5543 +Cost 217071.3028 +Level 0.08052798117 +Initial dimensions 2 +Frequency variable fre +Dictionary Couple +Database ./CoupleUTF8.txt +Sample percentage 100 +Sampling mode Include sample +Selection variable +Selection value + +Hierarchy ver +Cluster ParentCluster Frequency Interest HierarchicalLevel Rank HierarchicalRank +{ajouter, rajouter} A72 3003 0.961144 1 1 101 +{incorporer, monter} A72 326 0.466704 1 3 101 +{émietter, écraser, délayer, ...} A94 279 0.473674 1 5 101 +{égoutter, remplacer, sécher} A94 290 0.424227 1 7 101 +{fondre, ramollir, dissoudre, ...} A61 211 0.433973 1 9 101 +{disposer, déposer, placer, ...} A64 805 0.61341 1 11 101 +{mettre} A73 948 0.606284 1 13 101 +{répartir, arroser, assaisonner, ...} A73 330 0.428561 1 15 101 +{griller, tremper, concasser, ...} A65 284 0.471124 1 17 101 +{décortiquer, dénerver, pocher, ...} A65 193 0.396734 1 19 101 +{mélanger, lier, tamiser, ...} A50 960 0.792214 1 21 101 +{mixer, remuer, tasser, ...} A50 346 0.502629 1 23 101 +{battre, casser, fouetter, ...} A34 316 0.619624 1 25 101 +{verser} A39 833 0.769671 1 27 101 +{chauffer, émulsionner, porter, ...} A82 286 0.52659 1 29 101 +{rendre, saucer, filtrer, ...} A82 176 0.413596 1 31 101 +{couper, découper, détailler, ...} A58 1747 0.92441 1 33 101 +{éplucher, peler, râper} A58 555 0.710886 1 35 101 +{cuire, écaler, écosser, ...} A44 563 0.608583 1 37 101 +{laver, nettoyer, rincer, ...} A52 409 0.553486 1 39 101 +{récupérer, presser, séparer, ...} A98 212 0.441284 1 41 101 +{jeter, plonger, farcir, ...} A98 252 0.38662 1 43 101 +{hacher, ciseler, dénoyauter, ...} A60 389 0.581653 1 45 101 +{faire-revenir, dorer, revenir, ...} A83 503 0.594179 1 47 101 +{émincer, faire-suer, caraméliser, ...} A83 268 0.511846 1 49 101 +{préchauffer, allumer} A14 583 1 1 51 101 +{rectifier, vérifier, surveiller, ...} A14 326 0.702724 1 53 101 +{étaler, dérouler, étendre, ...} A24 394 0.61986 1 55 101 +{préférer, voir, suivre, ...} A32 785 0.761587 1 57 101 +{baisser, augmenter, éteindre, ...} A55 178 0.471302 1 59 101 +{obtenir} A86 256 0.474685 1 61 101 +{donner, épater, apporter, ...} A86 160 0.421786 1 63 101 +{avoir, prendre} A91 310 0.481625 1 65 101 +{utiliser, éviter, typer, ...} A91 214 0.35972 1 67 101 +{enlever, retirer, ôter, ...} A26 598 0.735313 1 69 101 +{rabattre, souder, répéter, ...} A40 199 0.500834 1 71 101 +{laisser, mijoter, enfourner, ...} A70 298 0.467777 1 73 101 +{garder, conserver, réserver, ...} A97 309 0.44008 1 75 101 +{passer, remettre, réchauffer, ...} A97 257 0.373577 1 77 101 +{préparer} A47 486 0.629095 1 79 101 +{faire, constituer, réaliser, ...} A75 464 0.62973 1 81 101 +{servir, accompagner, démouler, ...} A75 310 0.48224 1 83 101 +{beurrer, tapisser, foncer, ...} A69 282 0.581611 1 85 101 +{garnir, remplir, sortir, ...} A69 368 0.51037 1 87 101 +{poser, rouler, refermer, ...} A77 354 0.490255 1 89 101 +{former, fermer, confectionner, ...} A77 191 0.428016 1 91 101 +{piquer, badigeonner, décorer, ...} A84 270 0.461445 1 93 101 +{recouvrir, saupoudrer, couvrir, ...} A84 301 0.436203 1 95 101 +A72 A28 3329 0.912725 0.954653 2 73 +A28 A20 4109 0.823852 0.690805 4 29 +A94 A61 569 0.448472 0.993285 6 95 +A61 A28 780 0.44455 0.91889 8 62 +A20 A11 6669 0.720581 0.574821 10 21 +A64 A42 2083 0.580882 0.928699 12 65 +A73 A64 1278 0.560393 0.9574 14 74 +A42 A20 2560 0.554823 0.81374 16 43 +A65 A42 477 0.441025 0.932948 18 66 +A11 A5 9586 0.709402 0.434999 20 12 +A50 A34 1306 0.715494 0.86202 22 51 +A34 A22 1622 0.696817 0.740978 24 35 +A22 A11 2917 0.683843 0.611682 26 23 +A39 A22 1295 0.667593 0.79082 28 40 +A82 A39 462 0.483545 0.973318 30 83 +A5 A1 14484 0.706442 0.307205 32 6 +A58 A30 2302 0.87293 0.904641 34 59 +A30 A18 3738 0.740897 0.705567 36 31 +A44 A30 1436 0.52924 0.827303 38 45 +A52 A44 873 0.478071 0.873668 40 53 +A98 A52 464 0.411596 0.997786 42 99 +A18 A5 4898 0.70065 0.537747 44 19 +A60 A18 1160 0.570957 0.91409 46 61 +A83 A60 771 0.56556 0.975242 48 84 +A1 22377 0.66616 0 50 2 +A14 A4 909 0.893386 0.491035 52 15 +A4 A1 7893 0.592242 0.183201 54 5 +A24 A10 2297 0.583914 0.65045 56 25 +A32 A24 1903 0.576472 0.729735 58 33 +A55 A32 1118 0.446494 0.890696 60 56 +A86 A57 416 0.454339 0.981097 62 87 +A57 A55 940 0.441797 0.89919 64 58 +A91 A57 524 0.431839 0.989359 66 92 +A10 A7 3958 0.568981 0.407758 68 11 +A26 A10 1661 0.548329 0.674934 70 27 +A40 A26 1063 0.44314 0.80033 72 41 +A70 A40 864 0.429851 0.948243 74 71 +A97 A70 566 0.409883 0.996604 76 98 +A7 A4 6984 0.553046 0.379123 78 8 +A47 A13 1260 0.593198 0.841661 80 48 +A75 A47 774 0.570658 0.962165 82 76 +A13 A7 3026 0.532204 0.46492 84 14 +A69 A36 650 0.541278 0.94495 86 70 +A36 A13 1766 0.488686 0.761862 88 37 +A77 A49 545 0.468443 0.965611 90 78 +A49 A36 1116 0.458055 0.855011 92 50 +A84 A49 571 0.448139 0.977222 94 85 + +Hierarchy nom +Cluster ParentCluster Frequency Interest HierarchicalLevel Rank HierarchicalRank +{four, grill, gril} B15 620 1 1 1 101 +{assaisonnement, cuisson, élasticité} B15 316 0.682237 1 3 101 +{bol, la, cercle, ...} B16 1639 0.832828 1 5 101 +{pâte, pâte-feuilletée, pâte-brisée, ...} B25 593 0.70907 1 7 101 +{goût, recette, saveur, ...} B87 261 0.515748 1 9 101 +{couleur, consistance, texture, ...} B87 150 0.423719 1 11 101 +{feu, quantité, être, ...} B56 182 0.44838 1 13 101 +{peau, graine, pépin, ...} B27 427 0.663118 1 15 101 +{minute, pendant, nuit, ...} B41 287 0.526294 1 17 101 +{bord, opération, côté, ...} B41 212 0.501745 1 19 101 +{sauce, vinaigrette, béchamel, ...} B93 490 0.62028 1 21 101 +{bouillon, gelée, appareil, ...} B93 296 0.424611 1 23 101 +{purée, mayonnais, farce, ...} B79 306 0.420547 1 25 101 +{soupe, velouté, potage, ...} B76 253 0.454922 1 27 101 +{trou, entrée, cheminée, ...} B76 167 0.430521 1 29 101 +{terrine, plat, ramequin, ...} B74 387 0.564837 1 31 101 +{fond, dessus, assiette, ...} B74 243 0.473221 1 33 101 +{boule, boulette, triangle, ...} B78 309 0.520081 1 35 101 +{pain, galette, brick, ...} B78 245 0.397711 1 37 101 +{salade, radis, roquette, ...} B99 277 0.420706 1 39 101 +{intérieur, fois, brochette, ...} B99 141 0.330472 1 41 101 +{moule, moule-à-tarte, plaque, ...} B68 288 0.539128 1 43 101 +{coquille, huître, croûte, ...} B80 256 0.397415 1 45 101 +{poêle, casserole, soja, ...} B80 148 0.382819 1 47 101 +{tout, ensemble} B33 770 0.745133 1 49 101 +{oeuf} B33 408 0.599026 1 51 101 +{préparation, mélange, contenu, ...} B38 660 0.634254 1 53 101 +{huile, lait, vinaigre, ...} B81 559 0.614491 1 55 101 +{jus, eau, grain, ...} B81 441 0.539191 1 57 101 +{farine, ingrédient, jaune-d'oeuf, ...} B54 585 0.591545 1 59 101 +{crème, crème-fraîche, sucre, ...} B89 562 0.599735 1 61 101 +{sel, dé, gruyère, ...} B89 389 0.457001 1 63 101 +{thon, levure, roquefort, ...} B62 336 0.484218 1 65 101 +{beurre, gélatine, matière, ...} B62 224 0.408823 1 67 101 +{carotte, courgette, concombre, ...} B67 890 0.69536 1 69 101 +{tomate, poivron, aubergine, ...} B67 912 0.667964 1 71 101 +{champignon, poireau, légume, ...} B71 745 0.566536 1 73 101 +{saumon, viande, jambon, ...} B71 518 0.499365 1 75 101 +{pomme-de-terre, asperge, oeuf-dur, ...} B92 338 0.456892 1 77 101 +{pâtes, riz, haricot, ...} B92 291 0.426742 1 79 101 +{chair, citron, tête, ...} B88 344 0.462799 1 81 101 +{blanc, jaune, blanc-d'oeufs, ...} B88 265 0.417177 1 83 101 +{oignon, échalote} B59 705 0.724346 1 85 101 +{persil, ciboulette, basilic, ...} B95 494 0.559076 1 87 101 +{ail, gousse-d'ail, gousse, ...} B95 241 0.391426 1 89 101 +{foie-gras, chapeau, extrémité, ...} B63 367 0.493249 1 91 101 +{tranche, rondelle, lamelle, ...} B90 454 0.506822 1 93 101 +{feuille, crêpe, pointe, ...} B90 370 0.438923 1 95 101 +{reste, filet, fromage, ...} B85 516 0.463353 1 97 101 +{cuillère, couche, moitié, ...} B85 410 0.4482 1 99 101 +{lardon, tranche-de-pain, pignon, ...} B66 315 0.445443 1 101 101 +{crevette, morceau, foie, ...} B96 432 0.460466 1 103 101 +{noix, épinard, escargot, ...} B96 343 0.399465 1 105 101 +B15 B3 936 0.892721 0.489725 2 16 +B3 B2 8493 0.618773 0.165179 4 4 +B16 B9 2825 0.731065 0.512785 6 17 +B25 B16 1186 0.590432 0.656972 8 26 +B87 B56 411 0.482161 0.982534 10 88 +B56 B25 593 0.471793 0.89372 12 57 +B9 B8 3751 0.694701 0.408696 14 10 +B27 B9 926 0.583767 0.677474 16 28 +B41 B27 499 0.515864 0.805301 18 42 +B8 B3 7557 0.584842 0.376646 20 9 +B93 B79 786 0.546593 0.992073 22 94 +B79 B46 1092 0.511273 0.968933 24 80 +B46 B12 1512 0.492925 0.83942 26 47 +B76 B46 420 0.44522 0.963399 28 77 +B12 B8 3806 0.47657 0.462995 30 13 +B74 B48 630 0.529499 0.959993 32 75 +B48 B35 1602 0.471199 0.848818 34 49 +B78 B51 554 0.465964 0.96686 36 79 +B51 B48 972 0.433412 0.867907 38 52 +B99 B51 418 0.390268 0.999013 40 100 +B35 B12 2294 0.465791 0.753013 42 36 +B68 B35 692 0.453272 0.942235 44 69 +B80 B68 404 0.392068 0.97094 46 81 +B2 22377 0.580927 -0.0102498 48 3 +B33 B21 1178 0.694529 0.737825 50 34 +B21 B6 4934 0.594487 0.595213 52 22 +B38 B23 1660 0.602344 0.782797 54 39 +B81 B38 1000 0.581284 0.972969 56 82 +B23 B21 3756 0.563111 0.630374 58 24 +B54 B29 1536 0.560467 0.885137 60 55 +B89 B54 951 0.541351 0.986161 62 90 +B29 B23 2096 0.532038 0.693257 64 30 +B62 B29 560 0.45406 0.919676 66 63 +B6 B2 13884 0.557776 0.304667 68 7 +B67 B31 1802 0.681495 0.937889 70 68 +B31 B17 4303 0.571034 0.717744 72 32 +B71 B53 1263 0.538987 0.951476 74 72 +B53 B45 1892 0.507057 0.879337 76 54 +B92 B53 629 0.442943 0.990701 78 93 +B45 B31 2501 0.491446 0.832129 80 46 +B88 B45 609 0.442947 0.984466 82 89 +B17 B6 8950 0.537538 0.52883 84 18 +B59 B19 1440 0.611931 0.909575 86 60 +B95 B59 735 0.504105 0.99415 88 96 +B19 B17 4647 0.506522 0.553841 90 20 +B63 B37 1191 0.481546 0.924348 92 64 +B90 B63 824 0.476334 0.987862 94 91 +B37 B19 3207 0.459191 0.772785 96 38 +B85 B43 926 0.456644 0.979133 98 86 +B43 B37 2016 0.445984 0.819718 100 44 +B66 B43 1090 0.436929 0.933492 102 67 +B96 B66 775 0.433468 0.99536 104 97 + +Composition ver +Cluster Value Frequency Typicality +{ajouter, rajouter} ajouter 2705 1 +{ajouter, rajouter} rajouter 298 0.349796 +{incorporer, monter} incorporer 276 1 +{incorporer, monter} monter 50 0.237751 +{émietter, écraser, délayer, ...} émietter 100 1 +{émietter, écraser, délayer, ...} écraser 107 0.670913 +{émietter, écraser, délayer, ...} délayer 43 0.461643 +{émietter, écraser, délayer, ...} faciliter 16 0.272716 +{émietter, écraser, délayer, ...} diluer 13 0.159037 +{égoutter, remplacer, sécher} égoutter 179 1 +{égoutter, remplacer, sécher} remplacer 93 0.495439 +{égoutter, remplacer, sécher} sécher 18 0.114922 +{fondre, ramollir, dissoudre, ...} fondre 181 1 +{fondre, ramollir, dissoudre, ...} ramollir 15 0.134225 +{fondre, ramollir, dissoudre, ...} dissoudre 12 0.0728334 +{fondre, ramollir, dissoudre, ...} roussir 3 0.029251 +{disposer, déposer, placer, ...} disposer 357 1 +{disposer, déposer, placer, ...} déposer 276 0.850147 +{disposer, déposer, placer, ...} placer 139 0.438354 +{disposer, déposer, placer, ...} alterner 26 0.160352 +{disposer, déposer, placer, ...} ranger 7 0.052292 +{mettre} mettre 948 1 +{répartir, arroser, assaisonner, ...} répartir 157 1 +{répartir, arroser, assaisonner, ...} arroser 52 0.508953 +{répartir, arroser, assaisonner, ...} assaisonner 32 0.385359 +{répartir, arroser, assaisonner, ...} poivrer 28 0.281806 +{répartir, arroser, assaisonner, ...} saler 28 0.276194 +{répartir, arroser, assaisonner, ...} travailler 20 0.185971 +{répartir, arroser, assaisonner, ...} mêler 13 0.145844 +{griller, tremper, concasser, ...} griller 91 1 +{griller, tremper, concasser, ...} tremper 85 0.755312 +{griller, tremper, concasser, ...} concasser 21 0.267244 +{griller, tremper, concasser, ...} ébouillanter 18 0.265525 +{griller, tremper, concasser, ...} tartiner 22 0.233958 +{griller, tremper, concasser, ...} frire 17 0.2151 +{griller, tremper, concasser, ...} frotter 14 0.123952 +{griller, tremper, concasser, ...} monder 6 0.113698 +{griller, tremper, concasser, ...} toaster 3 0.0865688 +{griller, tremper, concasser, ...} introduire 4 0.077882 +{griller, tremper, concasser, ...} émonder 3 0.0664775 +{décortiquer, dénerver, pocher, ...} décortiquer 63 1 +{décortiquer, dénerver, pocher, ...} dénerver 15 0.356118 +{décortiquer, dénerver, pocher, ...} pocher 19 0.238998 +{décortiquer, dénerver, pocher, ...} décongeler 15 0.235862 +{décortiquer, dénerver, pocher, ...} désosser 9 0.209039 +{décortiquer, dénerver, pocher, ...} rester 23 0.189358 +{décortiquer, dénerver, pocher, ...} saisir 11 0.15868 +{décortiquer, dénerver, pocher, ...} éponger 10 0.137139 +{décortiquer, dénerver, pocher, ...} faire-sauter 8 0.12649 +{décortiquer, dénerver, pocher, ...} débarrasser 6 0.10266 +{décortiquer, dénerver, pocher, ...} faire-dégorger 5 0.100405 +{décortiquer, dénerver, pocher, ...} replacer 4 0.0989107 +{décortiquer, dénerver, pocher, ...} dégeler 5 0.0877317 +{mélanger, lier, tamiser, ...} mélanger 926 1 +{mélanger, lier, tamiser, ...} lier 12 0.047228 +{mélanger, lier, tamiser, ...} tamiser 10 0.0407233 +{mélanger, lier, tamiser, ...} malaxer 12 0.0407159 +{mixer, remuer, tasser, ...} mixer 300 1 +{mixer, remuer, tasser, ...} remuer 25 0.133764 +{mixer, remuer, tasser, ...} tasser 13 0.0904508 +{mixer, remuer, tasser, ...} mouliner 8 0.056765 +{battre, casser, fouetter, ...} battre 202 1 +{battre, casser, fouetter, ...} casser 51 0.370418 +{battre, casser, fouetter, ...} fouetter 53 0.253116 +{battre, casser, fouetter, ...} durcir 10 0.111196 +{verser} verser 833 1 +{chauffer, émulsionner, porter, ...} chauffer 214 1 +{chauffer, émulsionner, porter, ...} émulsionner 28 0.204143 +{chauffer, émulsionner, porter, ...} porter 29 0.201677 +{chauffer, émulsionner, porter, ...} tiédir 10 0.102108 +{chauffer, émulsionner, porter, ...} couler 5 0.0521122 +{rendre, saucer, filtrer, ...} rendre 44 1 +{rendre, saucer, filtrer, ...} saucer 38 0.861058 +{rendre, saucer, filtrer, ...} filtrer 24 0.717976 +{rendre, saucer, filtrer, ...} déglacer 14 0.471542 +{rendre, saucer, filtrer, ...} évaporer 10 0.379556 +{rendre, saucer, filtrer, ...} absorber 8 0.339263 +{rendre, saucer, filtrer, ...} amener 8 0.239173 +{rendre, saucer, filtrer, ...} imprégner 8 0.23849 +{rendre, saucer, filtrer, ...} goûter 11 0.195987 +{rendre, saucer, filtrer, ...} libérer 4 0.191141 +{rendre, saucer, filtrer, ...} secouer 3 0.187202 +{rendre, saucer, filtrer, ...} écumer 4 0.155637 +{couper, découper, détailler, ...} couper 1296 1 +{couper, découper, détailler, ...} découper 247 0.36054 +{couper, découper, détailler, ...} détailler 106 0.248151 +{couper, découper, détailler, ...} épépiner 36 0.110435 +{couper, découper, détailler, ...} trancher 31 0.0809852 +{couper, découper, détailler, ...} tailler 31 0.0802133 +{éplucher, peler, râper} éplucher 288 1 +{éplucher, peler, râper} peler 175 0.724339 +{éplucher, peler, râper} râper 92 0.358074 +{cuire, écaler, écosser, ...} cuire 541 1 +{cuire, écaler, écosser, ...} écaler 9 0.0507855 +{cuire, écaler, écosser, ...} écosser 5 0.0368291 +{cuire, écaler, écosser, ...} écailler 5 0.0288577 +{cuire, écaler, écosser, ...} effiler 3 0.0233434 +{laver, nettoyer, rincer, ...} laver 202 1 +{laver, nettoyer, rincer, ...} nettoyer 89 0.548844 +{laver, nettoyer, rincer, ...} rincer 57 0.343572 +{laver, nettoyer, rincer, ...} blanchir 28 0.162625 +{laver, nettoyer, rincer, ...} essorer 18 0.112743 +{laver, nettoyer, rincer, ...} équeuter 9 0.0914356 +{laver, nettoyer, rincer, ...} effeuiller 6 0.0631525 +{récupérer, presser, séparer, ...} récupérer 52 1 +{récupérer, presser, séparer, ...} presser 56 0.882707 +{récupérer, presser, séparer, ...} séparer 60 0.814686 +{récupérer, presser, séparer, ...} prélever 25 0.403181 +{récupérer, presser, séparer, ...} extraire 12 0.354222 +{récupérer, presser, séparer, ...} recueillir 7 0.204728 +{jeter, plonger, farcir, ...} jeter 59 1 +{jeter, plonger, farcir, ...} plonger 55 0.877461 +{jeter, plonger, farcir, ...} farcir 44 0.857062 +{jeter, plonger, farcir, ...} vider 32 0.751864 +{jeter, plonger, farcir, ...} évider 25 0.621934 +{jeter, plonger, farcir, ...} détacher 27 0.578616 +{jeter, plonger, farcir, ...} fendre 10 0.276456 +{hacher, ciseler, dénoyauter, ...} hacher 271 1 +{hacher, ciseler, dénoyauter, ...} ciseler 85 0.506814 +{hacher, ciseler, dénoyauter, ...} dénoyauter 10 0.0846167 +{hacher, ciseler, dénoyauter, ...} piler 14 0.067365 +{hacher, ciseler, dénoyauter, ...} dégermer 4 0.0443955 +{hacher, ciseler, dénoyauter, ...} hacher-menu 5 0.0440898 +{faire-revenir, dorer, revenir, ...} faire-revenir 358 1 +{faire-revenir, dorer, revenir, ...} dorer 78 0.293302 +{faire-revenir, dorer, revenir, ...} revenir 38 0.228938 +{faire-revenir, dorer, revenir, ...} rissoler 17 0.115137 +{faire-revenir, dorer, revenir, ...} poêler 8 0.0356665 +{faire-revenir, dorer, revenir, ...} suer 4 0.032526 +{émincer, faire-suer, caraméliser, ...} émincer 243 1 +{émincer, faire-suer, caraméliser, ...} faire-suer 19 0.116549 +{émincer, faire-suer, caraméliser, ...} caraméliser 3 0.030258 +{émincer, faire-suer, caraméliser, ...} supporter 3 0.0219109 +{préchauffer, allumer} préchauffer 552 1 +{préchauffer, allumer} allumer 31 0.149375 +{rectifier, vérifier, surveiller, ...} rectifier 112 1 +{rectifier, vérifier, surveiller, ...} vérifier 55 0.604581 +{rectifier, vérifier, surveiller, ...} surveiller 40 0.439294 +{rectifier, vérifier, surveiller, ...} poursuivre 23 0.324789 +{rectifier, vérifier, surveiller, ...} arrêter 19 0.253443 +{rectifier, vérifier, surveiller, ...} continuer 12 0.189903 +{rectifier, vérifier, surveiller, ...} ajuster 16 0.175513 +{rectifier, vérifier, surveiller, ...} stopper 9 0.164632 +{rectifier, vérifier, surveiller, ...} terminer 16 0.16193 +{rectifier, vérifier, surveiller, ...} prolonger 7 0.119803 +{rectifier, vérifier, surveiller, ...} finir 10 0.0782741 +{rectifier, vérifier, surveiller, ...} corriger 3 0.0666568 +{rectifier, vérifier, surveiller, ...} accélérer 2 0.047524 +{rectifier, vérifier, surveiller, ...} réajuster 2 0.047524 +{étaler, dérouler, étendre, ...} étaler 304 1 +{étaler, dérouler, étendre, ...} dérouler 44 0.321647 +{étaler, dérouler, étendre, ...} étendre 10 0.0869209 +{étaler, dérouler, étendre, ...} abaisser 11 0.0820473 +{étaler, dérouler, étendre, ...} diviser 13 0.0615132 +{étaler, dérouler, étendre, ...} pétrir 12 0.060418 +{préférer, voir, suivre, ...} préférer 17 1 +{préférer, voir, suivre, ...} voir 10 0.972034 +{préférer, voir, suivre, ...} suivre 9 0.900988 +{préférer, voir, suivre, ...} retrouver 8 0.894039 +{préférer, voir, suivre, ...} essuyer 11 0.79223 +{préférer, voir, suivre, ...} planter 11 0.738382 +{préférer, voir, suivre, ...} masquer 4 0.724372 +{préférer, voir, suivre, ...} tourner 7 0.675416 +{préférer, voir, suivre, ...} offrir 4 0.67354 +{préférer, voir, suivre, ...} tenir 4 0.672766 +{préférer, voir, suivre, ...} congeler 8 0.663722 +{préférer, voir, suivre, ...} améliorer 4 0.660576 +{préférer, voir, suivre, ...} demander 3 0.657642 +{préférer, voir, suivre, ...} créer 5 0.655603 +{préférer, voir, suivre, ...} sentir 4 0.642971 +{préférer, voir, suivre, ...} proposer 4 0.640936 +{préférer, voir, suivre, ...} équilibrer 4 0.640494 +{préférer, voir, suivre, ...} enfoncer 5 0.624832 +{préférer, voir, suivre, ...} entrer 4 0.624549 +{préférer, voir, suivre, ...} décoller 8 0.622994 +{préférer, voir, suivre, ...} exister 3 0.622157 +{préférer, voir, suivre, ...} inventer 3 0.622157 +{préférer, voir, suivre, ...} régaler 3 0.622157 +{préférer, voir, suivre, ...} oublier 7 0.621099 +{préférer, voir, suivre, ...} intégrer 9 0.615039 +{préférer, voir, suivre, ...} combler 4 0.608427 +{préférer, voir, suivre, ...} tester 3 0.606965 +{préférer, voir, suivre, ...} nourrir 4 0.605965 +{préférer, voir, suivre, ...} tracer 4 0.605965 +{préférer, voir, suivre, ...} authentiquer 2 0.598788 +{préférer, voir, suivre, ...} cacher 2 0.598788 +{préférer, voir, suivre, ...} concentrer 2 0.598788 +{préférer, voir, suivre, ...} impressionner 2 0.598788 +{préférer, voir, suivre, ...} respecter 5 0.588076 +{préférer, voir, suivre, ...} percer 7 0.581407 +{préférer, voir, suivre, ...} préserver 4 0.57647 +{préférer, voir, suivre, ...} accentuer 2 0.575069 +{préférer, voir, suivre, ...} révéler 2 0.567387 +{préférer, voir, suivre, ...} tuer 2 0.567387 +{préférer, voir, suivre, ...} roser 4 0.562123 +{préférer, voir, suivre, ...} écarter 5 0.557935 +{préférer, voir, suivre, ...} broyer 5 0.5547 +{préférer, voir, suivre, ...} abîmer 5 0.552166 +{préférer, voir, suivre, ...} composer 5 0.551203 +{préférer, voir, suivre, ...} assembler 3 0.549898 +{préférer, voir, suivre, ...} essayer 2 0.548609 +{préférer, voir, suivre, ...} souhaiter 6 0.547589 +{préférer, voir, suivre, ...} atténuer 2 0.547471 +{préférer, voir, suivre, ...} gonfler 6 0.545909 +{préférer, voir, suivre, ...} crémer 7 0.53317 +{préférer, voir, suivre, ...} consolider 2 0.531757 +{préférer, voir, suivre, ...} infuser 4 0.530995 +{préférer, voir, suivre, ...} indiquer 2 0.530987 +{préférer, voir, suivre, ...} atteindre 3 0.530376 +{préférer, voir, suivre, ...} adorer 3 0.528389 +{préférer, voir, suivre, ...} mettre-de-côté 6 0.527143 +{préférer, voir, suivre, ...} parfumer 5 0.526563 +{préférer, voir, suivre, ...} fixer 3 0.52649 +{préférer, voir, suivre, ...} changer 7 0.526364 +{préférer, voir, suivre, ...} dénaturer 2 0.519713 +{préférer, voir, suivre, ...} effectuer 5 0.513355 +{préférer, voir, suivre, ...} désirer 2 0.506734 +{préférer, voir, suivre, ...} commencer 5 0.506713 +{préférer, voir, suivre, ...} amuser 2 0.506631 +{préférer, voir, suivre, ...} dessiner 2 0.506631 +{préférer, voir, suivre, ...} favoriser 2 0.506631 +{préférer, voir, suivre, ...} lécher 2 0.506631 +{préférer, voir, suivre, ...} pratiquer 2 0.506631 +{préférer, voir, suivre, ...} quitter 2 0.506631 +{préférer, voir, suivre, ...} rober 2 0.506631 +{préférer, voir, suivre, ...} employer 3 0.503896 +{préférer, voir, suivre, ...} développer 2 0.502365 +{préférer, voir, suivre, ...} imbiber 4 0.501873 +{préférer, voir, suivre, ...} vouloir 4 0.497463 +{préférer, voir, suivre, ...} étêter 3 0.492347 +{préférer, voir, suivre, ...} regarder 2 0.491438 +{préférer, voir, suivre, ...} évacuer 3 0.48947 +{préférer, voir, suivre, ...} brûler 5 0.487826 +{préférer, voir, suivre, ...} pendre 2 0.484268 +{préférer, voir, suivre, ...} ressortir 2 0.484268 +{préférer, voir, suivre, ...} rappeler 2 0.478258 +{préférer, voir, suivre, ...} surmonter 3 0.478159 +{préférer, voir, suivre, ...} enfermer 6 0.474984 +{préférer, voir, suivre, ...} limiter 2 0.474314 +{préférer, voir, suivre, ...} pouvoir 2 0.474314 +{préférer, voir, suivre, ...} brancher 2 0.472479 +{préférer, voir, suivre, ...} combiner 2 0.472479 +{préférer, voir, suivre, ...} colorer 2 0.47172 +{préférer, voir, suivre, ...} insérer 3 0.471094 +{préférer, voir, suivre, ...} cueillir 2 0.470444 +{préférer, voir, suivre, ...} barder 3 0.469346 +{préférer, voir, suivre, ...} lamer 2 0.466735 +{préférer, voir, suivre, ...} joindre 7 0.466498 +{préférer, voir, suivre, ...} deviner 3 0.465381 +{préférer, voir, suivre, ...} cuber 3 0.464277 +{préférer, voir, suivre, ...} parfaire 2 0.46342 +{préférer, voir, suivre, ...} poudrer 2 0.463041 +{préférer, voir, suivre, ...} garantir 2 0.461502 +{préférer, voir, suivre, ...} précéder 2 0.460893 +{préférer, voir, suivre, ...} évoquer 2 0.460893 +{préférer, voir, suivre, ...} reverser 3 0.456746 +{préférer, voir, suivre, ...} réussir 4 0.453025 +{préférer, voir, suivre, ...} salir 2 0.45285 +{préférer, voir, suivre, ...} tomber 2 0.452339 +{préférer, voir, suivre, ...} débiter 7 0.45062 +{préférer, voir, suivre, ...} entendre 2 0.448573 +{préférer, voir, suivre, ...} fêter 2 0.448147 +{préférer, voir, suivre, ...} disperser 4 0.446598 +{préférer, voir, suivre, ...} sauter 2 0.445274 +{préférer, voir, suivre, ...} consommer 4 0.444521 +{préférer, voir, suivre, ...} empiler 3 0.442077 +{préférer, voir, suivre, ...} immerger 2 0.440811 +{préférer, voir, suivre, ...} démarrer 2 0.440508 +{préférer, voir, suivre, ...} racler 3 0.439707 +{préférer, voir, suivre, ...} empêcher 2 0.438462 +{préférer, voir, suivre, ...} homogénéiser 2 0.437988 +{préférer, voir, suivre, ...} déverser 2 0.437546 +{préférer, voir, suivre, ...} réunir 4 0.436009 +{préférer, voir, suivre, ...} déchiqueter 2 0.433401 +{préférer, voir, suivre, ...} coter 2 0.432934 +{préférer, voir, suivre, ...} savourer 2 0.432667 +{préférer, voir, suivre, ...} éclater 2 0.4322 +{préférer, voir, suivre, ...} centrer 3 0.43019 +{préférer, voir, suivre, ...} falloir 2 0.42664 +{préférer, voir, suivre, ...} transformer 3 0.425859 +{préférer, voir, suivre, ...} vinaigrer 2 0.425829 +{préférer, voir, suivre, ...} dessaler 2 0.41949 +{préférer, voir, suivre, ...} compresser 2 0.418167 +{préférer, voir, suivre, ...} modifier 2 0.414075 +{préférer, voir, suivre, ...} craindre 2 0.414053 +{préférer, voir, suivre, ...} pénétrer 3 0.411851 +{préférer, voir, suivre, ...} éparpiller 8 0.410831 +{préférer, voir, suivre, ...} clarifier 2 0.407685 +{préférer, voir, suivre, ...} dégorger 4 0.4067 +{préférer, voir, suivre, ...} doser 4 0.405912 +{préférer, voir, suivre, ...} transvaser 2 0.405627 +{préférer, voir, suivre, ...} fourrer 2 0.404794 +{préférer, voir, suivre, ...} entamer 2 0.403465 +{préférer, voir, suivre, ...} rôtir 2 0.402505 +{préférer, voir, suivre, ...} repartir 5 0.399727 +{préférer, voir, suivre, ...} dégraisser 3 0.399182 +{préférer, voir, suivre, ...} assécher 3 0.397738 +{préférer, voir, suivre, ...} amalgamer 2 0.397371 +{préférer, voir, suivre, ...} serrer 3 0.394157 +{préférer, voir, suivre, ...} dégager 3 0.386622 +{préférer, voir, suivre, ...} déchirer 2 0.386581 +{préférer, voir, suivre, ...} étuver 3 0.385534 +{préférer, voir, suivre, ...} noircir 2 0.382589 +{préférer, voir, suivre, ...} semer 2 0.381008 +{préférer, voir, suivre, ...} aromatiser 4 0.376163 +{préférer, voir, suivre, ...} confire 2 0.376058 +{préférer, voir, suivre, ...} savoir 2 0.376031 +{préférer, voir, suivre, ...} recouvrer 2 0.370987 +{préférer, voir, suivre, ...} appliquer 3 0.370175 +{préférer, voir, suivre, ...} aligner 2 0.369191 +{préférer, voir, suivre, ...} suspendre 2 0.368006 +{préférer, voir, suivre, ...} réutiliser 3 0.367955 +{préférer, voir, suivre, ...} rassembler 6 0.366342 +{préférer, voir, suivre, ...} additionner 2 0.365959 +{préférer, voir, suivre, ...} baser 3 0.365329 +{préférer, voir, suivre, ...} pulvériser 2 0.363807 +{préférer, voir, suivre, ...} déballer 2 0.362055 +{préférer, voir, suivre, ...} enfariner 2 0.361774 +{préférer, voir, suivre, ...} emballer 4 0.359382 +{préférer, voir, suivre, ...} ramasser 2 0.357807 +{préférer, voir, suivre, ...} déborder 2 0.355794 +{préférer, voir, suivre, ...} trier 2 0.349623 +{préférer, voir, suivre, ...} faire-mousser 2 0.33446 +{préférer, voir, suivre, ...} égrainer 2 0.326099 +{préférer, voir, suivre, ...} achever 1 0.238405 +{préférer, voir, suivre, ...} aciduler 1 0.238405 +{préférer, voir, suivre, ...} adjoindre 1 0.238405 +{préférer, voir, suivre, ...} adoucir 1 0.238405 +{préférer, voir, suivre, ...} affleurer 1 0.238405 +{préférer, voir, suivre, ...} aider 1 0.238405 +{préférer, voir, suivre, ...} allonger 1 0.238405 +{préférer, voir, suivre, ...} alléger 1 0.238405 +{préférer, voir, suivre, ...} alourdir 1 0.238405 +{préférer, voir, suivre, ...} altérer 1 0.238405 +{préférer, voir, suivre, ...} annoncer 1 0.238405 +{préférer, voir, suivre, ...} aplanir 1 0.238405 +{préférer, voir, suivre, ...} appeler 1 0.238405 +{préférer, voir, suivre, ...} apprendre 1 0.238405 +{préférer, voir, suivre, ...} arranger 1 0.238405 +{préférer, voir, suivre, ...} associer 1 0.238405 +{préférer, voir, suivre, ...} attacher 1 0.238405 +{préférer, voir, suivre, ...} autoriser 1 0.238405 +{préférer, voir, suivre, ...} aérer 1 0.238405 +{préférer, voir, suivre, ...} baigner 1 0.238405 +{préférer, voir, suivre, ...} basculer 1 0.238405 +{préférer, voir, suivre, ...} bluffer 1 0.238405 +{préférer, voir, suivre, ...} boire 1 0.238405 +{préférer, voir, suivre, ...} bouillonner 1 0.238405 +{préférer, voir, suivre, ...} boulanger 1 0.238405 +{préférer, voir, suivre, ...} brasser 1 0.238405 +{préférer, voir, suivre, ...} briquer 1 0.238405 +{préférer, voir, suivre, ...} briser 1 0.238405 +{préférer, voir, suivre, ...} camoufler 1 0.238405 +{préférer, voir, suivre, ...} canneler 1 0.238405 +{préférer, voir, suivre, ...} carrer 1 0.238405 +{préférer, voir, suivre, ...} charger 1 0.238405 +{préférer, voir, suivre, ...} chasser 1 0.238405 +{préférer, voir, suivre, ...} chercher 1 0.238405 +{préférer, voir, suivre, ...} chevaucher 1 0.238405 +{préférer, voir, suivre, ...} citer 1 0.238405 +{préférer, voir, suivre, ...} clouter 1 0.238405 +{préférer, voir, suivre, ...} communier 1 0.238405 +{préférer, voir, suivre, ...} compenser 1 0.238405 +{préférer, voir, suivre, ...} compliquer 1 0.238405 +{préférer, voir, suivre, ...} compléter 1 0.238405 +{préférer, voir, suivre, ...} conférer 1 0.238405 +{préférer, voir, suivre, ...} conseiller 1 0.238405 +{préférer, voir, suivre, ...} contraster 1 0.238405 +{préférer, voir, suivre, ...} contrer 1 0.238405 +{préférer, voir, suivre, ...} contrôler 1 0.238405 +{préférer, voir, suivre, ...} convier 1 0.238405 +{préférer, voir, suivre, ...} corser 1 0.238405 +{préférer, voir, suivre, ...} courir 1 0.238405 +{préférer, voir, suivre, ...} couronner 1 0.238405 +{préférer, voir, suivre, ...} craquer 1 0.238405 +{préférer, voir, suivre, ...} croiser 1 0.238405 +{préférer, voir, suivre, ...} cuisiner 1 0.238405 +{préférer, voir, suivre, ...} curer 1 0.238405 +{préférer, voir, suivre, ...} descendre 1 0.238405 +{préférer, voir, suivre, ...} dessécher 1 0.238405 +{préférer, voir, suivre, ...} diffuser 1 0.238405 +{préférer, voir, suivre, ...} différencier 1 0.238405 +{préférer, voir, suivre, ...} distinguer 1 0.238405 +{préférer, voir, suivre, ...} draper 1 0.238405 +{préférer, voir, suivre, ...} décalotter 1 0.238405 +{préférer, voir, suivre, ...} décanter 1 0.238405 +{préférer, voir, suivre, ...} déconseiller 1 0.238405 +{préférer, voir, suivre, ...} défaire 1 0.238405 +{préférer, voir, suivre, ...} dégrossir 1 0.238405 +{préférer, voir, suivre, ...} délier 1 0.238405 +{préférer, voir, suivre, ...} délimiter 1 0.238405 +{préférer, voir, suivre, ...} départir 1 0.238405 +{préférer, voir, suivre, ...} déséquilibrer 1 0.238405 +{préférer, voir, suivre, ...} détendre 1 0.238405 +{préférer, voir, suivre, ...} détremper 1 0.238405 +{préférer, voir, suivre, ...} détruire 1 0.238405 +{préférer, voir, suivre, ...} effacer 1 0.238405 +{préférer, voir, suivre, ...} effilocher 1 0.238405 +{préférer, voir, suivre, ...} emprisonner 1 0.238405 +{préférer, voir, suivre, ...} encoller 1 0.238405 +{préférer, voir, suivre, ...} enfiler 1 0.238405 +{préférer, voir, suivre, ...} enrichir 1 0.238405 +{préférer, voir, suivre, ...} enrober 1 0.238405 +{préférer, voir, suivre, ...} entrouvrir 1 0.238405 +{préférer, voir, suivre, ...} exercer 1 0.238405 +{préférer, voir, suivre, ...} exprimer 1 0.238405 +{préférer, voir, suivre, ...} exécuter 1 0.238405 +{préférer, voir, suivre, ...} fabriquer 1 0.238405 +{préférer, voir, suivre, ...} faire-chanter 1 0.238405 +{préférer, voir, suivre, ...} feuiller 1 0.238405 +{préférer, voir, suivre, ...} ficeler 1 0.238405 +{préférer, voir, suivre, ...} flamber 1 0.238405 +{préférer, voir, suivre, ...} fonder 1 0.238405 +{préférer, voir, suivre, ...} forcer 1 0.238405 +{préférer, voir, suivre, ...} fumer 1 0.238405 +{préférer, voir, suivre, ...} geler 1 0.238405 +{préférer, voir, suivre, ...} grossir 1 0.238405 +{préférer, voir, suivre, ...} gâcher 1 0.238405 +{préférer, voir, suivre, ...} gérer 1 0.238405 +{préférer, voir, suivre, ...} habiller 1 0.238405 +{préférer, voir, suivre, ...} imaginer 1 0.238405 +{préférer, voir, suivre, ...} importer 1 0.238405 +{préférer, voir, suivre, ...} incliner 1 0.238405 +{préférer, voir, suivre, ...} inspirer 1 0.238405 +{préférer, voir, suivre, ...} isoler 1 0.238405 +{préférer, voir, suivre, ...} jouer 1 0.238405 +{préférer, voir, suivre, ...} laisser-faire 1 0.238405 +{préférer, voir, suivre, ...} lancer 1 0.238405 +{préférer, voir, suivre, ...} lire 1 0.238405 +{préférer, voir, suivre, ...} marquer 1 0.238405 +{préférer, voir, suivre, ...} masser 1 0.238405 +{préférer, voir, suivre, ...} maîtriser 1 0.238405 +{préférer, voir, suivre, ...} mesurer 1 0.238405 +{préférer, voir, suivre, ...} mettre-en-valeur 1 0.238405 +{préférer, voir, suivre, ...} mettre-à-plat 1 0.238405 +{préférer, voir, suivre, ...} mitonner 1 0.238405 +{préférer, voir, suivre, ...} moduler 1 0.238405 +{préférer, voir, suivre, ...} moudre 1 0.238405 +{préférer, voir, suivre, ...} mouler 1 0.238405 +{préférer, voir, suivre, ...} ménager 1 0.238405 +{préférer, voir, suivre, ...} niveler 1 0.238405 +{préférer, voir, suivre, ...} nouer 1 0.238405 +{préférer, voir, suivre, ...} nécessiter 1 0.238405 +{préférer, voir, suivre, ...} occuper 1 0.238405 +{préférer, voir, suivre, ...} opposer 1 0.238405 +{préférer, voir, suivre, ...} orienter 1 0.238405 +{préférer, voir, suivre, ...} oser 1 0.238405 +{préférer, voir, suivre, ...} ouvrer 1 0.238405 +{préférer, voir, suivre, ...} paner 1 0.238405 +{préférer, voir, suivre, ...} parer 1 0.238405 +{préférer, voir, suivre, ...} parler 1 0.238405 +{préférer, voir, suivre, ...} peindre 1 0.238405 +{préférer, voir, suivre, ...} permettre 1 0.238405 +{préférer, voir, suivre, ...} pilonner 1 0.238405 +{préférer, voir, suivre, ...} plaquer 1 0.238405 +{préférer, voir, suivre, ...} pointer 1 0.238405 +{préférer, voir, suivre, ...} posséder 1 0.238405 +{préférer, voir, suivre, ...} pourrir 1 0.238405 +{préférer, voir, suivre, ...} programmer 1 0.238405 +{préférer, voir, suivre, ...} protéger 1 0.238405 +{préférer, voir, suivre, ...} préformer 1 0.238405 +{préférer, voir, suivre, ...} quadriller 1 0.238405 +{préférer, voir, suivre, ...} rafraîchir 1 0.238405 +{préférer, voir, suivre, ...} rallonger 1 0.238405 +{préférer, voir, suivre, ...} rapprocher 1 0.238405 +{préférer, voir, suivre, ...} rater 1 0.238405 +{préférer, voir, suivre, ...} recevoir 1 0.238405 +{préférer, voir, suivre, ...} recharger 1 0.238405 +{préférer, voir, suivre, ...} recoller 1 0.238405 +{préférer, voir, suivre, ...} reconstituer 1 0.238405 +{préférer, voir, suivre, ...} recouper 1 0.238405 +{préférer, voir, suivre, ...} recourber 1 0.238405 +{préférer, voir, suivre, ...} redorer 1 0.238405 +{préférer, voir, suivre, ...} refaire 1 0.238405 +{préférer, voir, suivre, ...} refondre 1 0.238405 +{préférer, voir, suivre, ...} reformer 1 0.238405 +{préférer, voir, suivre, ...} rejoindre 1 0.238405 +{préférer, voir, suivre, ...} remporter 1 0.238405 +{préférer, voir, suivre, ...} renforcer 1 0.238405 +{préférer, voir, suivre, ...} repasser 1 0.238405 +{préférer, voir, suivre, ...} représenter 1 0.238405 +{préférer, voir, suivre, ...} retenir 1 0.238405 +{préférer, voir, suivre, ...} retravailler 1 0.238405 +{préférer, voir, suivre, ...} rompre 1 0.238405 +{préférer, voir, suivre, ...} réciter 1 0.238405 +{préférer, voir, suivre, ...} réconcilier 1 0.238405 +{préférer, voir, suivre, ...} réfrigérer 1 0.238405 +{préférer, voir, suivre, ...} rééquilibrer 1 0.238405 +{préférer, voir, suivre, ...} sabler 1 0.238405 +{préférer, voir, suivre, ...} sculpter 1 0.238405 +{préférer, voir, suivre, ...} sectionner 1 0.238405 +{préférer, voir, suivre, ...} siliconer 1 0.238405 +{préférer, voir, suivre, ...} simuler 1 0.238405 +{préférer, voir, suivre, ...} sucrer 1 0.238405 +{préférer, voir, suivre, ...} suggérer 1 0.238405 +{préférer, voir, suivre, ...} super 1 0.238405 +{préférer, voir, suivre, ...} taper 1 0.238405 +{préférer, voir, suivre, ...} tendre 1 0.238405 +{préférer, voir, suivre, ...} tenter 1 0.238405 +{préférer, voir, suivre, ...} ternir 1 0.238405 +{préférer, voir, suivre, ...} terrer 1 0.238405 +{préférer, voir, suivre, ...} tirer 1 0.238405 +{préférer, voir, suivre, ...} transmettre 1 0.238405 +{préférer, voir, suivre, ...} transporter 1 0.238405 +{préférer, voir, suivre, ...} trouer 1 0.238405 +{préférer, voir, suivre, ...} valoir 1 0.238405 +{préférer, voir, suivre, ...} velouter 1 0.238405 +{préférer, voir, suivre, ...} vieillir 1 0.238405 +{préférer, voir, suivre, ...} voiler 1 0.238405 +{préférer, voir, suivre, ...} zester 1 0.238405 +{préférer, voir, suivre, ...} échauffer 1 0.238405 +{préférer, voir, suivre, ...} écouler 1 0.238405 +{préférer, voir, suivre, ...} écroûter 1 0.238405 +{préférer, voir, suivre, ...} égaliser 1 0.238405 +{préférer, voir, suivre, ...} égayer 1 0.238405 +{préférer, voir, suivre, ...} égrener 1 0.238405 +{préférer, voir, suivre, ...} élever 1 0.238405 +{préférer, voir, suivre, ...} émerveiller 1 0.238405 +{préférer, voir, suivre, ...} épouser 1 0.238405 +{préférer, voir, suivre, ...} étirer 1 0.238405 +{préférer, voir, suivre, ...} étouffer 1 0.238405 +{préférer, voir, suivre, ...} éveiller 1 0.238405 +{préférer, voir, suivre, ...} * 0 0 +{baisser, augmenter, éteindre, ...} baisser 54 1 +{baisser, augmenter, éteindre, ...} augmenter 24 0.557328 +{baisser, augmenter, éteindre, ...} éteindre 19 0.49451 +{baisser, augmenter, éteindre, ...} varier 20 0.311965 +{baisser, augmenter, éteindre, ...} devoir 11 0.306906 +{baisser, augmenter, éteindre, ...} adapter 10 0.242985 +{baisser, augmenter, éteindre, ...} diminuer 11 0.232985 +{baisser, augmenter, éteindre, ...} doubler 8 0.201025 +{baisser, augmenter, éteindre, ...} maintenir 11 0.165832 +{baisser, augmenter, éteindre, ...} reprendre 7 0.157894 +{baisser, augmenter, éteindre, ...} multiplier 3 0.0919621 +{obtenir} obtenir 256 1 +{donner, épater, apporter, ...} donner 89 1 +{donner, épater, apporter, ...} épater 6 0.159104 +{donner, épater, apporter, ...} apporter 7 0.145837 +{donner, épater, apporter, ...} relever 11 0.139126 +{donner, épater, apporter, ...} apprécier 9 0.129681 +{donner, épater, apporter, ...} dire 5 0.121805 +{donner, épater, apporter, ...} étonner 4 0.115421 +{donner, épater, apporter, ...} découvrir 5 0.111503 +{donner, épater, apporter, ...} ravir 5 0.1039 +{donner, épater, apporter, ...} dépendre 5 0.101218 +{donner, épater, apporter, ...} surprendre 4 0.0982708 +{donner, épater, apporter, ...} faire-ressortir 3 0.0919442 +{donner, épater, apporter, ...} rehausser 3 0.0919442 +{donner, épater, apporter, ...} improviser 4 0.0797464 +{avoir, prendre} avoir 156 1 +{avoir, prendre} prendre 154 0.931384 +{utiliser, éviter, typer, ...} utiliser 113 1 +{utiliser, éviter, typer, ...} éviter 27 0.413257 +{utiliser, éviter, typer, ...} typer 22 0.349611 +{utiliser, éviter, typer, ...} présenter 21 0.233345 +{utiliser, éviter, typer, ...} trouver 16 0.194849 +{utiliser, éviter, typer, ...} prévoir 15 0.186179 +{enlever, retirer, ôter, ...} enlever 231 1 +{enlever, retirer, ôter, ...} retirer 217 0.798888 +{enlever, retirer, ôter, ...} ôter 110 0.633532 +{enlever, retirer, ôter, ...} éliminer 22 0.163474 +{enlever, retirer, ôter, ...} inciser 8 0.0685208 +{enlever, retirer, ôter, ...} perdre 10 0.0609043 +{rabattre, souder, répéter, ...} rabattre 43 1 +{rabattre, souder, répéter, ...} souder 25 0.811051 +{rabattre, souder, répéter, ...} répéter 16 0.594724 +{rabattre, souder, répéter, ...} renouveler 17 0.569153 +{rabattre, souder, répéter, ...} replier 21 0.53825 +{rabattre, souder, répéter, ...} recommencer 14 0.514099 +{rabattre, souder, répéter, ...} pincer 11 0.385692 +{rabattre, souder, répéter, ...} rentrer 10 0.348612 +{rabattre, souder, répéter, ...} coller 10 0.333361 +{rabattre, souder, répéter, ...} mouiller 7 0.250539 +{rabattre, souder, répéter, ...} ramener 5 0.206658 +{rabattre, souder, répéter, ...} dépasser 5 0.173342 +{rabattre, souder, répéter, ...} sceller 4 0.154734 +{rabattre, souder, répéter, ...} aplatir 4 0.13742 +{rabattre, souder, répéter, ...} humidifier 5 0.132729 +{rabattre, souder, répéter, ...} humecter 2 0.117134 +{laisser, mijoter, enfourner, ...} laisser 87 1 +{laisser, mijoter, enfourner, ...} mijoter 28 0.689214 +{laisser, mijoter, enfourner, ...} enfourner 36 0.570511 +{laisser, mijoter, enfourner, ...} reposer 26 0.548525 +{laisser, mijoter, enfourner, ...} refroidir 35 0.546206 +{laisser, mijoter, enfourner, ...} mariner 30 0.437857 +{laisser, mijoter, enfourner, ...} attendre 13 0.313177 +{laisser, mijoter, enfourner, ...} mettre-au-frais 7 0.268747 +{laisser, mijoter, enfourner, ...} épaissir 10 0.266737 +{laisser, mijoter, enfourner, ...} macérer 9 0.210324 +{laisser, mijoter, enfourner, ...} gratiner 6 0.172616 +{laisser, mijoter, enfourner, ...} gagner 3 0.152828 +{laisser, mijoter, enfourner, ...} compter 3 0.128237 +{laisser, mijoter, enfourner, ...} cuire-à-feu-doux 5 0.118222 +{garder, conserver, réserver, ...} garder 81 1 +{garder, conserver, réserver, ...} conserver 66 0.937082 +{garder, conserver, réserver, ...} réserver 87 0.877356 +{garder, conserver, réserver, ...} réduire 58 0.667067 +{garder, conserver, réserver, ...} supprimer 11 0.138098 +{garder, conserver, réserver, ...} répandre 6 0.109753 +{passer, remettre, réchauffer, ...} passer 129 1 +{passer, remettre, réchauffer, ...} remettre 64 0.497699 +{passer, remettre, réchauffer, ...} réchauffer 41 0.446514 +{passer, remettre, réchauffer, ...} contenir 13 0.137609 +{passer, remettre, réchauffer, ...} choisir 10 0.0892829 +{préparer} préparer 486 1 +{faire, constituer, réaliser, ...} faire 414 1 +{faire, constituer, réaliser, ...} constituer 19 0.100876 +{faire, constituer, réaliser, ...} réaliser 20 0.0916681 +{faire, constituer, réaliser, ...} creuser 11 0.0690199 +{servir, accompagner, démouler, ...} servir 136 1 +{servir, accompagner, démouler, ...} accompagner 46 0.423398 +{servir, accompagner, démouler, ...} démouler 39 0.414847 +{servir, accompagner, démouler, ...} déguster 24 0.222157 +{servir, accompagner, démouler, ...} aimer 31 0.212219 +{servir, accompagner, démouler, ...} manger 24 0.186417 +{servir, accompagner, démouler, ...} entourer 10 0.079687 +{beurrer, tapisser, foncer, ...} beurrer 101 1 +{beurrer, tapisser, foncer, ...} tapisser 75 0.596788 +{beurrer, tapisser, foncer, ...} foncer 25 0.38607 +{beurrer, tapisser, foncer, ...} huiler 32 0.345351 +{beurrer, tapisser, foncer, ...} fariner 28 0.310864 +{beurrer, tapisser, foncer, ...} chemiser 11 0.213399 +{beurrer, tapisser, foncer, ...} graisser 7 0.10338 +{beurrer, tapisser, foncer, ...} filmer 3 0.0442233 +{garnir, remplir, sortir, ...} garnir 106 1 +{garnir, remplir, sortir, ...} remplir 79 0.98066 +{garnir, remplir, sortir, ...} sortir 105 0.695863 +{garnir, remplir, sortir, ...} ouvrir 56 0.641323 +{garnir, remplir, sortir, ...} gratter 10 0.187029 +{garnir, remplir, sortir, ...} brosser 7 0.114164 +{garnir, remplir, sortir, ...} caler 5 0.0823333 +{poser, rouler, refermer, ...} poser 103 1 +{poser, rouler, refermer, ...} rouler 59 0.745748 +{poser, rouler, refermer, ...} refermer 53 0.639145 +{poser, rouler, refermer, ...} retourner 44 0.486979 +{poser, rouler, refermer, ...} plier 17 0.278974 +{poser, rouler, refermer, ...} enrouler 20 0.264955 +{poser, rouler, refermer, ...} glisser 12 0.184837 +{poser, rouler, refermer, ...} envelopper 13 0.171596 +{poser, rouler, refermer, ...} superposer 8 0.15005 +{poser, rouler, refermer, ...} acheter 11 0.139079 +{poser, rouler, refermer, ...} intercaler 5 0.105729 +{poser, rouler, refermer, ...} positionner 4 0.0934193 +{poser, rouler, refermer, ...} enduire 5 0.0877531 +{former, fermer, confectionner, ...} former 112 1 +{former, fermer, confectionner, ...} fermer 58 0.585592 +{former, fermer, confectionner, ...} confectionner 14 0.149663 +{former, fermer, confectionner, ...} façonner 7 0.133046 +{piquer, badigeonner, décorer, ...} piquer 79 1 +{piquer, badigeonner, décorer, ...} badigeonner 64 0.707027 +{piquer, badigeonner, décorer, ...} décorer 31 0.412695 +{piquer, badigeonner, décorer, ...} napper 37 0.29818 +{piquer, badigeonner, décorer, ...} dresser 26 0.2284 +{piquer, badigeonner, décorer, ...} partager 12 0.152863 +{piquer, badigeonner, décorer, ...} lisser 5 0.148031 +{piquer, badigeonner, décorer, ...} agrémenter 6 0.105972 +{piquer, badigeonner, décorer, ...} installer 7 0.0957458 +{piquer, badigeonner, décorer, ...} strier 3 0.0934243 +{recouvrir, saupoudrer, couvrir, ...} recouvrir 118 1 +{recouvrir, saupoudrer, couvrir, ...} saupoudrer 59 0.712013 +{recouvrir, saupoudrer, couvrir, ...} couvrir 66 0.65 +{recouvrir, saupoudrer, couvrir, ...} parsemer 51 0.596011 +{recouvrir, saupoudrer, couvrir, ...} lever 7 0.0965956 + +Composition nom +Cluster Value Frequency Typicality +{four, grill, gril} four 611 1 +{four, grill, gril} grill 6 0.0281437 +{four, grill, gril} gril 3 0.0213445 +{assaisonnement, cuisson, élasticité} assaisonnement 155 1 +{assaisonnement, cuisson, élasticité} cuisson 159 0.99598 +{assaisonnement, cuisson, élasticité} élasticité 2 0.0318184 +{bol, la, cercle, ...} bol 11 1 +{bol, la, cercle, ...} la 11 0.887911 +{bol, la, cercle, ...} cercle 11 0.885908 +{bol, la, cercle, ...} économe 7 0.881128 +{bol, la, cercle, ...} récipient 10 0.878083 +{bol, la, cercle, ...} truffe 9 0.827396 +{bol, la, cercle, ...} robot 5 0.820843 +{bol, la, cercle, ...} sachet 12 0.812483 +{bol, la, cercle, ...} main 8 0.804798 +{bol, la, cercle, ...} grumeau 5 0.79699 +{bol, la, cercle, ...} petit 12 0.765856 +{bol, la, cercle, ...} sorte 6 0.76411 +{bol, la, cercle, ...} disque 9 0.757494 +{bol, la, cercle, ...} noircissement 4 0.754992 +{bol, la, cercle, ...} peur 4 0.737534 +{bol, la, cercle, ...} torchon 6 0.731363 +{bol, la, cercle, ...} roulade 5 0.728139 +{bol, la, cercle, ...} couronne 3 0.72793 +{bol, la, cercle, ...} banane 6 0.726589 +{bol, la, cercle, ...} copeau 7 0.721282 +{bol, la, cercle, ...} hachoir 4 0.711142 +{bol, la, cercle, ...} sandwich 4 0.703913 +{bol, la, cercle, ...} chablis 3 0.702704 +{bol, la, cercle, ...} couleurs 6 0.694253 +{bol, la, cercle, ...} bande 11 0.693544 +{bol, la, cercle, ...} coupe 4 0.690351 +{bol, la, cercle, ...} incision 3 0.688242 +{bol, la, cercle, ...} maison 3 0.688242 +{bol, la, cercle, ...} pré 3 0.688242 +{bol, la, cercle, ...} formes 3 0.685712 +{bol, la, cercle, ...} air 5 0.67881 +{bol, la, cercle, ...} dessin 3 0.673906 +{bol, la, cercle, ...} espace 4 0.664492 +{bol, la, cercle, ...} levain 4 0.662671 +{bol, la, cercle, ...} fleurette 6 0.662268 +{bol, la, cercle, ...} soir 4 0.660994 +{bol, la, cercle, ...} bulle 2 0.655555 +{bol, la, cercle, ...} gressin 2 0.655555 +{bol, la, cercle, ...} strie 2 0.655555 +{bol, la, cercle, ...} autocuiseur 3 0.653855 +{bol, la, cercle, ...} creux 3 0.65352 +{bol, la, cercle, ...} citrouille 4 0.653423 +{bol, la, cercle, ...} nerf 4 0.643264 +{bol, la, cercle, ...} fagot 3 0.64097 +{bol, la, cercle, ...} premier 3 0.639521 +{bol, la, cercle, ...} fouet 2 0.638494 +{bol, la, cercle, ...} mixer 2 0.638494 +{bol, la, cercle, ...} poule 2 0.638494 +{bol, la, cercle, ...} contact 2 0.637936 +{bol, la, cercle, ...} type 2 0.637936 +{bol, la, cercle, ...} dolma 3 0.637431 +{bol, la, cercle, ...} sac 3 0.636459 +{bol, la, cercle, ...} steak 4 0.636059 +{bol, la, cercle, ...} croquette 3 0.633318 +{bol, la, cercle, ...} coquillage 5 0.632877 +{bol, la, cercle, ...} apéritif 2 0.632061 +{bol, la, cercle, ...} Saint-Jacques 7 0.630347 +{bol, la, cercle, ...} enfant 3 0.628847 +{bol, la, cercle, ...} volume 3 0.62866 +{bol, la, cercle, ...} composition 3 0.624212 +{bol, la, cercle, ...} attention 2 0.622786 +{bol, la, cercle, ...} micro-onde 2 0.6223 +{bol, la, cercle, ...} odeur 2 0.6223 +{bol, la, cercle, ...} pinot 2 0.6223 +{bol, la, cercle, ...} conserve 3 0.620265 +{bol, la, cercle, ...} fils 3 0.618282 +{bol, la, cercle, ...} mesclun 6 0.6169 +{bol, la, cercle, ...} bille 2 0.616186 +{bol, la, cercle, ...} gros 2 0.616186 +{bol, la, cercle, ...} dent 2 0.615867 +{bol, la, cercle, ...} ligne 2 0.615867 +{bol, la, cercle, ...} surprise 2 0.615867 +{bol, la, cercle, ...} maquereau 6 0.61234 +{bol, la, cercle, ...} cocotte-minute 4 0.611646 +{bol, la, cercle, ...} milieu 3 0.61063 +{bol, la, cercle, ...} persillade 6 0.609983 +{bol, la, cercle, ...} vapeur 3 0.60719 +{bol, la, cercle, ...} bandelette 4 0.605743 +{bol, la, cercle, ...} pousse-de-bambou 3 0.601542 +{bol, la, cercle, ...} cône 4 0.599588 +{bol, la, cercle, ...} poêlon 2 0.599125 +{bol, la, cercle, ...} idées 2 0.598806 +{bol, la, cercle, ...} manière 2 0.598806 +{bol, la, cercle, ...} table 2 0.598806 +{bol, la, cercle, ...} été 2 0.598806 +{bol, la, cercle, ...} pois-cassé 6 0.59568 +{bol, la, cercle, ...} fente 2 0.594006 +{bol, la, cercle, ...} allure 2 0.593436 +{bol, la, cercle, ...} idée 2 0.593436 +{bol, la, cercle, ...} teinte 2 0.593436 +{bol, la, cercle, ...} calamar 5 0.59189 +{bol, la, cercle, ...} coussin 3 0.590286 +{bol, la, cercle, ...} gratin 2 0.587746 +{bol, la, cercle, ...} macaroni 4 0.587485 +{bol, la, cercle, ...} bon-goût 2 0.587001 +{bol, la, cercle, ...} vol-au-vent 6 0.583671 +{bol, la, cercle, ...} bavarois 3 0.582674 +{bol, la, cercle, ...} éclat 2 0.581443 +{bol, la, cercle, ...} coquille-Saint-Jacques 6 0.579505 +{bol, la, cercle, ...} confit 2 0.578865 +{bol, la, cercle, ...} accompagnement 2 0.57809 +{bol, la, cercle, ...} ris 4 0.577971 +{bol, la, cercle, ...} compote 4 0.576556 +{bol, la, cercle, ...} feuille-de-vigne 4 0.576369 +{bol, la, cercle, ...} doigt 4 0.576338 +{bol, la, cercle, ...} ravioli 4 0.576113 +{bol, la, cercle, ...} bouche 2 0.575196 +{bol, la, cercle, ...} bête 2 0.575196 +{bol, la, cercle, ...} champ 2 0.575196 +{bol, la, cercle, ...} déclinaison 2 0.575196 +{bol, la, cercle, ...} famille 2 0.575196 +{bol, la, cercle, ...} résistance 2 0.575196 +{bol, la, cercle, ...} saucier 2 0.575196 +{bol, la, cercle, ...} déco 2 0.575009 +{bol, la, cercle, ...} quinzaine 3 0.573263 +{bol, la, cercle, ...} trentaine 4 0.572183 +{bol, la, cercle, ...} bain-marie 2 0.571657 +{bol, la, cercle, ...} douceur 2 0.570808 +{bol, la, cercle, ...} résultat 2 0.570808 +{bol, la, cercle, ...} marmite 2 0.570685 +{bol, la, cercle, ...} lotte 5 0.569856 +{bol, la, cercle, ...} pilon 2 0.56921 +{bol, la, cercle, ...} cordon 4 0.564927 +{bol, la, cercle, ...} saucisson 6 0.563891 +{bol, la, cercle, ...} haddock 4 0.563307 +{bol, la, cercle, ...} aile 2 0.562776 +{bol, la, cercle, ...} piquant 2 0.562672 +{bol, la, cercle, ...} ouverture 2 0.560751 +{bol, la, cercle, ...} radis-rose 2 0.560751 +{bol, la, cercle, ...} épaule 2 0.560751 +{bol, la, cercle, ...} volaille 5 0.558697 +{bol, la, cercle, ...} encornet 4 0.558322 +{bol, la, cercle, ...} ris-de-veau 6 0.557671 +{bol, la, cercle, ...} purée-de-pommes-de-terre 3 0.557001 +{bol, la, cercle, ...} liant 2 0.556893 +{bol, la, cercle, ...} puissance 3 0.554687 +{bol, la, cercle, ...} Porte 2 0.554491 +{bol, la, cercle, ...} interstice 2 0.554491 +{bol, la, cercle, ...} flamme 3 0.553698 +{bol, la, cercle, ...} mimolette 4 0.552341 +{bol, la, cercle, ...} crème-fouettée 6 0.550418 +{bol, la, cercle, ...} chaleur 2 0.549792 +{bol, la, cercle, ...} chou-rouge 4 0.549492 +{bol, la, cercle, ...} bien 2 0.549105 +{bol, la, cercle, ...} merveille 2 0.549105 +{bol, la, cercle, ...} sommet 3 0.547334 +{bol, la, cercle, ...} niveau 2 0.546303 +{bol, la, cercle, ...} nid 3 0.546076 +{bol, la, cercle, ...} toast 7 0.545957 +{bol, la, cercle, ...} munster 3 0.544729 +{bol, la, cercle, ...} produit 2 0.543435 +{bol, la, cercle, ...} espèce 2 0.542882 +{bol, la, cercle, ...} masse 2 0.542563 +{bol, la, cercle, ...} fleur 2 0.542074 +{bol, la, cercle, ...} coffre 2 0.541754 +{bol, la, cercle, ...} goutte 2 0.541754 +{bol, la, cercle, ...} sil 2 0.541754 +{bol, la, cercle, ...} sésame 2 0.541754 +{bol, la, cercle, ...} bûchette 3 0.540964 +{bol, la, cercle, ...} palourde 2 0.54009 +{bol, la, cercle, ...} agneau 5 0.539634 +{bol, la, cercle, ...} panais 3 0.53919 +{bol, la, cercle, ...} pâtisson 3 0.53919 +{bol, la, cercle, ...} tiers 3 0.53919 +{bol, la, cercle, ...} rôti 3 0.538511 +{bol, la, cercle, ...} chiffon 2 0.538402 +{bol, la, cercle, ...} cornet 2 0.538402 +{bol, la, cercle, ...} choucroute 3 0.53692 +{bol, la, cercle, ...} sarriette 3 0.536903 +{bol, la, cercle, ...} ballottine 3 0.536559 +{bol, la, cercle, ...} écrevisse 4 0.535733 +{bol, la, cercle, ...} coppa 3 0.534982 +{bol, la, cercle, ...} cuiller 3 0.532958 +{bol, la, cercle, ...} petit-pain 5 0.532687 +{bol, la, cercle, ...} pruneau 4 0.531517 +{bol, la, cercle, ...} boeuf 5 0.531345 +{bol, la, cercle, ...} bulbe 5 0.530118 +{bol, la, cercle, ...} apport 2 0.530109 +{bol, la, cercle, ...} bonne 5 0.530079 +{bol, la, cercle, ...} grand 2 0.52995 +{bol, la, cercle, ...} truc 2 0.52995 +{bol, la, cercle, ...} anneau 2 0.529841 +{bol, la, cercle, ...} demi 3 0.529146 +{bol, la, cercle, ...} patate 2 0.528469 +{bol, la, cercle, ...} tofu 3 0.528278 +{bol, la, cercle, ...} daurade 2 0.528174 +{bol, la, cercle, ...} aluminium 3 0.526926 +{bol, la, cercle, ...} boyau 3 0.526801 +{bol, la, cercle, ...} parfum 2 0.525541 +{bol, la, cercle, ...} rissois 2 0.52483 +{bol, la, cercle, ...} haricot-rouge 4 0.524562 +{bol, la, cercle, ...} briouat 3 0.524111 +{bol, la, cercle, ...} homard 3 0.523675 +{bol, la, cercle, ...} anguille 2 0.523483 +{bol, la, cercle, ...} bloc 2 0.523483 +{bol, la, cercle, ...} patate-douce 2 0.523483 +{bol, la, cercle, ...} second 2 0.523483 +{bol, la, cercle, ...} talon 2 0.523483 +{bol, la, cercle, ...} pois-gourmand 4 0.522987 +{bol, la, cercle, ...} langue 5 0.52262 +{bol, la, cercle, ...} bière 5 0.522388 +{bol, la, cercle, ...} pied-de-veau 2 0.522208 +{bol, la, cercle, ...} langouste 2 0.520984 +{bol, la, cercle, ...} pizza 2 0.520984 +{bol, la, cercle, ...} cheddar 2 0.519893 +{bol, la, cercle, ...} coing 2 0.519893 +{bol, la, cercle, ...} côte-de-porc 2 0.519893 +{bol, la, cercle, ...} pain-d'épice 2 0.519893 +{bol, la, cercle, ...} clovisse 3 0.518948 +{bol, la, cercle, ...} planchette 2 0.518462 +{bol, la, cercle, ...} fraise 2 0.518229 +{bol, la, cercle, ...} cantal 5 0.518195 +{bol, la, cercle, ...} valeur 4 0.517877 +{bol, la, cercle, ...} maroilles 4 0.517172 +{bol, la, cercle, ...} bouchon 2 0.516823 +{bol, la, cercle, ...} poudre 3 0.516794 +{bol, la, cercle, ...} andouille 2 0.516541 +{bol, la, cercle, ...} brie 2 0.516541 +{bol, la, cercle, ...} barquette 5 0.515538 +{bol, la, cercle, ...} coquille-St-Jacques 6 0.514869 +{bol, la, cercle, ...} mirepoix 3 0.513161 +{bol, la, cercle, ...} tronçon 6 0.512739 +{bol, la, cercle, ...} carcasse 7 0.511731 +{bol, la, cercle, ...} sable 3 0.511305 +{bol, la, cercle, ...} fraîcheur 3 0.510511 +{bol, la, cercle, ...} cervelas 3 0.510459 +{bol, la, cercle, ...} croissant 2 0.51 +{bol, la, cercle, ...} carapace 2 0.509581 +{bol, la, cercle, ...} pattes 2 0.509581 +{bol, la, cercle, ...} botte 4 0.509189 +{bol, la, cercle, ...} magret 5 0.508932 +{bol, la, cercle, ...} pour 3 0.50805 +{bol, la, cercle, ...} aiguillette 3 0.507423 +{bol, la, cercle, ...} fil 2 0.507259 +{bol, la, cercle, ...} glaçon 4 0.506515 +{bol, la, cercle, ...} macédoine 4 0.506365 +{bol, la, cercle, ...} écaille 3 0.506162 +{bol, la, cercle, ...} légume-vert 4 0.505526 +{bol, la, cercle, ...} pâton 3 0.505369 +{bol, la, cercle, ...} barbe 3 0.505052 +{bol, la, cercle, ...} madère 2 0.503747 +{bol, la, cercle, ...} reblochon 3 0.503131 +{bol, la, cercle, ...} oseille 5 0.500997 +{bol, la, cercle, ...} cannelle 3 0.499855 +{bol, la, cercle, ...} estragon 3 0.499855 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environs 2 0.493259 +{bol, la, cercle, ...} genre 2 0.491812 +{bol, la, cercle, ...} colorant 2 0.491388 +{bol, la, cercle, ...} condiment 2 0.491388 +{bol, la, cercle, ...} haricot-blanc 2 0.491388 +{bol, la, cercle, ...} ketchup 2 0.491388 +{bol, la, cercle, ...} noix-de-cajou 2 0.491388 +{bol, la, cercle, ...} polenta 2 0.491356 +{bol, la, cercle, ...} réduction 4 0.490143 +{bol, la, cercle, ...} consommé 2 0.490132 +{bol, la, cercle, ...} fruit 4 0.490077 +{bol, la, cercle, ...} julienne 6 0.489716 +{bol, la, cercle, ...} parure 2 0.489251 +{bol, la, cercle, ...} grillade 2 0.488977 +{bol, la, cercle, ...} madeleine 2 0.488977 +{bol, la, cercle, ...} framboise 2 0.488664 +{bol, la, cercle, ...} gaz 2 0.488243 +{bol, la, cercle, ...} chantilly 2 0.488125 +{bol, la, cercle, ...} romarin 5 0.485863 +{bol, la, cercle, ...} baie 5 0.485502 +{bol, la, cercle, ...} mouillette 2 0.483964 +{bol, la, cercle, ...} crevette-grise 2 0.483594 +{bol, la, cercle, ...} armagnac 2 0.482781 +{bol, 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graine, pépin, ...} excédent 10 0.179963 +{peau, graine, pépin, ...} membrane 7 0.163923 +{peau, graine, pépin, ...} mie 9 0.148597 +{peau, graine, pépin, ...} graisse 14 0.140077 +{peau, graine, pépin, ...} acidité 7 0.128865 +{peau, graine, pépin, ...} côte 9 0.121014 +{peau, graine, pépin, ...} os 10 0.119414 +{peau, graine, pépin, ...} pellicule 6 0.113573 +{peau, graine, pépin, ...} germe 10 0.11164 +{peau, graine, pépin, ...} vert 13 0.106837 +{peau, graine, pépin, ...} pédoncule 4 0.102824 +{peau, graine, pépin, ...} cloison 4 0.0888589 +{peau, graine, pépin, ...} amertume 5 0.0846327 +{peau, graine, pépin, ...} trace 5 0.0830988 +{peau, graine, pépin, ...} filament 8 0.083052 +{peau, graine, pépin, ...} écorce 5 0.0744377 +{peau, graine, pépin, ...} pistil 5 0.0736847 +{peau, graine, pépin, ...} Débris 2 0.0575731 +{peau, graine, pépin, ...} foin 2 0.0575731 +{peau, graine, pépin, ...} impureté 2 0.0575731 +{peau, graine, pépin, ...} nervure 2 0.0575731 +{peau, graine, pépin, 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1 +{bord, opération, côté, ...} opération 46 0.561775 +{bord, opération, côté, ...} côté 27 0.211004 +{bord, opération, côté, ...} film 11 0.0915039 +{bord, opération, côté, ...} coin 3 0.0519443 +{bord, opération, côté, ...} crépine 3 0.042455 +{sauce, vinaigrette, béchamel, ...} sauce 243 1 +{sauce, vinaigrette, béchamel, ...} vinaigrette 133 0.806976 +{sauce, vinaigrette, béchamel, ...} béchamel 36 0.303415 +{sauce, vinaigrette, béchamel, ...} marinade 30 0.219125 +{sauce, vinaigrette, béchamel, ...} court-bouillon 16 0.149441 +{sauce, vinaigrette, béchamel, ...} sauce-béchamel 12 0.143094 +{sauce, vinaigrette, béchamel, ...} jour 11 0.0763125 +{sauce, vinaigrette, béchamel, ...} caramel 5 0.0675329 +{sauce, vinaigrette, béchamel, ...} matin 4 0.050698 +{bouillon, gelée, appareil, ...} bouillon 152 1 +{bouillon, gelée, appareil, ...} gelée 36 0.413031 +{bouillon, gelée, appareil, ...} appareil 35 0.364058 +{bouillon, gelée, appareil, ...} coulis 24 0.257553 +{bouillon, gelée, 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potage 30 0.374757 +{soupe, velouté, potage, ...} cake 21 0.275119 +{soupe, velouté, potage, ...} lendemain 13 0.237204 +{soupe, velouté, potage, ...} flan 15 0.220552 +{soupe, velouté, potage, ...} pâté 19 0.213992 +{soupe, velouté, potage, ...} quiche 12 0.146411 +{soupe, velouté, potage, ...} gâteau 8 0.11914 +{soupe, velouté, potage, ...} chaud 3 0.0847931 +{soupe, velouté, potage, ...} sucré 3 0.0847931 +{soupe, velouté, potage, ...} barbecue 3 0.0625668 +{trou, entrée, cheminée, ...} trou 28 1 +{trou, entrée, cheminée, ...} entrée 26 0.854206 +{trou, entrée, cheminée, ...} cheminée 14 0.763199 +{trou, entrée, cheminée, ...} roux 19 0.692741 +{trou, entrée, cheminée, ...} puits 12 0.649632 +{trou, entrée, cheminée, ...} affaire 9 0.539366 +{trou, entrée, cheminée, ...} repas 11 0.534079 +{trou, entrée, cheminée, ...} effet 11 0.48697 +{trou, entrée, cheminée, ...} chose 7 0.361675 +{trou, entrée, cheminée, ...} montage 7 0.330177 +{trou, entrée, cheminée, ...} présentation 10 0.304686 +{trou, entrée, cheminée, ...} variante 6 0.274029 +{trou, entrée, cheminée, ...} test 4 0.238257 +{trou, entrée, cheminée, ...} unanimité 3 0.220028 +{terrine, plat, ramequin, ...} terrine 121 1 +{terrine, plat, ramequin, ...} plat 124 0.959611 +{terrine, plat, ramequin, ...} ramequin 46 0.523312 +{terrine, plat, ramequin, ...} tarte 37 0.406461 +{terrine, plat, ramequin, ...} verrine 23 0.200929 +{terrine, plat, ramequin, ...} saladier 21 0.194159 +{terrine, plat, ramequin, ...} soufflé 6 0.0817464 +{terrine, plat, ramequin, ...} cassolette 5 0.0775063 +{terrine, plat, ramequin, ...} timbale 4 0.0755269 +{fond, dessus, assiette, ...} fond 150 1 +{fond, dessus, assiette, ...} dessus 40 0.366245 +{fond, dessus, assiette, ...} assiette 29 0.298972 +{fond, dessus, assiette, ...} surface 17 0.184355 +{fond, dessus, assiette, ...} tartelette 7 0.0889079 +{boule, boulette, triangle, ...} boule 48 1 +{boule, boulette, triangle, ...} boulette 33 0.707121 +{boule, boulette, triangle, ...} triangle 25 0.66813 +{boule, boulette, triangle, ...} cocotte 32 0.62211 +{boule, boulette, triangle, ...} chausson 26 0.596466 +{boule, boulette, triangle, ...} rectangle 16 0.469534 +{boule, boulette, triangle, ...} feuilleté 20 0.350312 +{boule, boulette, triangle, ...} quenelle 14 0.307775 +{boule, boulette, triangle, ...} dôme 10 0.290158 +{boule, boulette, triangle, ...} boudin 12 0.277891 +{boule, boulette, triangle, ...} papillote 9 0.26702 +{boule, boulette, triangle, ...} tourte 14 0.266724 +{boule, boulette, triangle, ...} beignet 11 0.261046 +{boule, boulette, triangle, ...} aumônière 10 0.192622 +{boule, boulette, triangle, ...} aumonier 4 0.178818 +{boule, boulette, triangle, ...} paquet 4 0.171379 +{boule, boulette, triangle, ...} cylindre 5 0.171092 +{boule, boulette, triangle, ...} fontain 4 0.168738 +{boule, boulette, triangle, ...} cigare 5 0.162721 +{boule, boulette, triangle, ...} ballotin 3 0.146507 +{boule, boulette, triangle, ...} demi-cercle 4 0.145232 +{pain, galette, brick, ...} pain 76 1 +{pain, galette, brick, ...} galette 28 0.606794 +{pain, galette, brick, ...} brick 24 0.432366 +{pain, galette, brick, ...} nem 17 0.385747 +{pain, galette, brick, ...} carré 36 0.356129 +{pain, galette, brick, ...} omelette 19 0.276562 +{pain, galette, brick, ...} blini 13 0.232723 +{pain, galette, brick, ...} tartine 15 0.226744 +{pain, galette, brick, ...} tortilla 8 0.225889 +{pain, galette, brick, ...} part 9 0.186352 +{salade, radis, roquette, ...} salade 170 1 +{salade, radis, roquette, ...} radis 21 0.167433 +{salade, radis, roquette, ...} roquette 16 0.163521 +{salade, radis, roquette, ...} mâche 14 0.149826 +{salade, radis, roquette, ...} chou-fleur 20 0.146463 +{salade, radis, roquette, ...} cresson 7 0.118716 +{salade, radis, roquette, ...} pousse 9 0.106131 +{salade, radis, roquette, ...} poulpe 10 0.0920499 +{salade, radis, roquette, ...} pissenlit 6 0.0903428 +{salade, radis, roquette, ...} pois 4 0.0620693 +{intérieur, fois, brochette, ...} intérieur 27 1 +{intérieur, fois, brochette, ...} fois 27 0.913075 +{intérieur, fois, brochette, ...} brochette 15 0.467185 +{intérieur, fois, brochette, ...} fleurs 10 0.390268 +{intérieur, fois, brochette, ...} couteau 8 0.357343 +{intérieur, fois, brochette, ...} lobe 9 0.325707 +{intérieur, fois, brochette, ...} lame 7 0.306522 +{intérieur, fois, brochette, ...} feuille-de-chou 8 0.298668 +{intérieur, fois, brochette, ...} coque 9 0.294151 +{intérieur, fois, brochette, ...} paroi 6 0.257314 +{intérieur, fois, brochette, ...} dedans 6 0.251218 +{intérieur, fois, brochette, ...} hareng 5 0.245813 +{intérieur, fois, brochette, ...} autour 4 0.216943 +{moule, moule-à-tarte, plaque, ...} moule 229 1 +{moule, moule-à-tarte, plaque, ...} moule-à-tarte 37 0.341268 +{moule, moule-à-tarte, plaque, ...} plaque 13 0.071788 +{moule, moule-à-tarte, plaque, ...} tourtière 5 0.0706973 +{moule, moule-à-tarte, plaque, ...} plan-de-travail 4 0.0422281 +{coquille, huître, croûte, ...} coquille 61 1 +{coquille, huître, croûte, ...} huître 34 0.596964 +{coquille, huître, croûte, ...} croûte 27 0.533838 +{coquille, huître, croûte, ...} boîte 30 0.401545 +{coquille, huître, croûte, ...} bocal 18 0.372124 +{coquille, huître, croûte, ...} bouquet-garni 19 0.300921 +{coquille, huître, croûte, ...} verre 20 0.234661 +{coquille, huître, croûte, ...} bouchée 11 0.227918 +{coquille, huître, croûte, ...} pot 13 0.173067 +{coquille, huître, croûte, ...} centre 6 0.161915 +{coquille, huître, croûte, ...} canard 9 0.155747 +{coquille, huître, croûte, ...} brioche 8 0.146521 +{poêle, casserole, soja, ...} poêle 35 1 +{poêle, casserole, soja, ...} casserole 30 0.747979 +{poêle, casserole, soja, ...} soja 27 0.706145 +{poêle, casserole, soja, ...} maximum 14 0.473409 +{poêle, casserole, soja, ...} gras 9 0.246449 +{poêle, casserole, soja, ...} sauteur 6 0.223208 +{poêle, casserole, soja, ...} arôme 5 0.194688 +{poêle, casserole, soja, ...} bain 6 0.157442 +{poêle, casserole, soja, ...} excès 3 0.143992 +{poêle, casserole, soja, ...} est 6 0.111161 +{poêle, casserole, soja, ...} suprême 5 0.107314 +{poêle, casserole, soja, ...} wok 2 0.100763 +{tout, ensemble} tout 704 1 +{tout, ensemble} ensemble 66 0.183919 +{oeuf} oeuf 408 1 +{préparation, mélange, contenu, ...} préparation 409 1 +{préparation, mélange, contenu, ...} mélange 220 0.574494 +{préparation, mélange, contenu, ...} contenu 25 0.134834 +{préparation, mélange, contenu, ...} équivalent 6 0.0397641 +{huile, lait, vinaigre, ...} huile 225 1 +{huile, lait, vinaigre, ...} lait 143 0.809729 +{huile, lait, vinaigre, ...} vinaigre 43 0.32373 +{huile, lait, vinaigre, ...} vin-blanc 39 0.308023 +{huile, lait, vinaigre, ...} miel 29 0.19604 +{huile, lait, vinaigre, ...} vin 22 0.183178 +{huile, lait, vinaigre, ...} lait-de-coco 22 0.162585 +{huile, lait, vinaigre, ...} cognac 14 0.135756 +{huile, lait, vinaigre, ...} fumet 8 0.0752678 +{huile, lait, vinaigre, ...} porto 7 0.0686717 +{huile, lait, vinaigre, ...} cidre 4 0.0464408 +{huile, lait, vinaigre, ...} muscat 3 0.0415614 +{jus, eau, grain, ...} jus 240 1 +{jus, eau, grain, ...} eau 167 0.710108 +{jus, eau, grain, ...} grain 20 0.148947 +{jus, eau, grain, ...} louche 6 0.0634771 +{jus, eau, grain, ...} croquant 5 0.0534545 +{jus, eau, grain, ...} suc 3 0.039801 +{farine, ingrédient, jaune-d'oeuf, ...} farine 218 1 +{farine, ingrédient, jaune-d'oeuf, ...} ingrédient 193 0.723215 +{farine, ingrédient, jaune-d'oeuf, ...} jaune-d'oeuf 56 0.306251 +{farine, ingrédient, jaune-d'oeuf, ...} yaourt 34 0.279245 +{farine, ingrédient, jaune-d'oeuf, ...} fromage-blanc 36 0.251592 +{farine, ingrédient, jaune-d'oeuf, ...} moutarde 42 0.224819 +{farine, ingrédient, jaune-d'oeuf, ...} lait-concentré 6 0.0565957 +{crème, crème-fraîche, sucre, ...} crème 257 1 +{crème, crème-fraîche, sucre, ...} crème-fraîche 190 0.911267 +{crème, crème-fraîche, sucre, ...} sucre 32 0.220048 +{crème, crème-fraîche, sucre, ...} concentré 22 0.165657 +{crème, crème-fraîche, sucre, ...} curry 17 0.118519 +{crème, crème-fraîche, sucre, ...} trait 11 0.101489 +{crème, crème-fraîche, sucre, ...} cumin 8 0.0766359 +{crème, crème-fraîche, sucre, ...} purée-de-tomates 9 0.0758849 +{crème, crème-fraîche, sucre, ...} miette 12 0.0645722 +{crème, crème-fraîche, sucre, ...} tablette 4 0.0395193 +{sel, dé, gruyère, ...} sel 88 1 +{sel, dé, gruyère, ...} dé 96 0.765382 +{sel, dé, gruyère, ...} gruyère 60 0.749509 +{sel, dé, gruyère, ...} épice 31 0.472962 +{sel, dé, gruyère, ...} poivre 19 0.334549 +{sel, dé, gruyère, ...} pincée-de-sel 17 0.321638 +{sel, dé, gruyère, ...} muscade 17 0.318915 +{sel, dé, gruyère, ...} laurier 11 0.20113 +{sel, dé, gruyère, ...} gouttes 10 0.174845 +{sel, dé, gruyère, ...} thym 12 0.155514 +{sel, dé, gruyère, ...} paprika 8 0.143199 +{sel, dé, gruyère, ...} vinaigre-balsamique 6 0.130844 +{sel, dé, gruyère, ...} tabasco 5 0.128198 +{sel, dé, gruyère, ...} safran 5 0.115624 +{sel, dé, gruyère, ...} curcuma 4 0.105359 +{thon, levure, roquefort, ...} thon 131 1 +{thon, levure, roquefort, ...} levure 34 0.327881 +{thon, levure, roquefort, ...} roquefort 29 0.301959 +{thon, levure, roquefort, ...} fromage-de-chèvre 26 0.264226 +{thon, levure, roquefort, ...} maïzena 18 0.234915 +{thon, levure, roquefort, ...} crabe 23 0.17838 +{thon, levure, roquefort, ...} maïs 15 0.15024 +{thon, levure, roquefort, ...} démoulage 9 0.150223 +{thon, levure, roquefort, ...} anchois 17 0.117908 +{thon, levure, roquefort, ...} épluchage 4 0.0894063 +{thon, levure, roquefort, ...} fécule 9 0.0864012 +{thon, levure, roquefort, ...} brousse 4 0.0713683 +{thon, levure, roquefort, ...} biscotte 6 0.062683 +{thon, levure, roquefort, ...} petit-suisse 5 0.0625573 +{thon, levure, roquefort, ...} cacahuète 4 0.0608616 +{thon, levure, roquefort, ...} bleu 2 0.0501242 +{beurre, gélatine, matière, ...} beurre 186 1 +{beurre, gélatine, matière, ...} gélatine 23 0.205319 +{beurre, gélatine, matière, ...} matière 8 0.0562602 +{beurre, gélatine, matière, ...} margarine 7 0.0542052 +{carotte, courgette, concombre, ...} carotte 173 1 +{carotte, courgette, concombre, ...} courgette 198 0.997947 +{carotte, courgette, concombre, ...} concombre 118 0.845975 +{carotte, courgette, concombre, ...} pomme 106 0.767453 +{carotte, courgette, concombre, ...} avocat 85 0.620342 +{carotte, courgette, concombre, ...} pamplemousse 21 0.283042 +{carotte, courgette, concombre, ...} potiron 28 0.256202 +{carotte, courgette, concombre, ...} poire 30 0.253058 +{carotte, courgette, concombre, ...} orange 22 0.238536 +{carotte, courgette, concombre, ...} céleri 23 0.190809 +{carotte, courgette, concombre, ...} courge 15 0.150343 +{carotte, courgette, concombre, ...} kiwi 10 0.132282 +{carotte, courgette, concombre, ...} melon 12 0.119881 +{carotte, courgette, concombre, ...} comté 11 0.119245 +{carotte, courgette, concombre, ...} mangue 8 0.116057 +{carotte, courgette, concombre, ...} ananas 13 0.104588 +{carotte, courgette, concombre, ...} topinambour 8 0.0939783 +{carotte, courgette, concombre, ...} gouda 5 0.068331 +{carotte, courgette, concombre, ...} radis-noir 4 0.066794 +{tomate, poivron, aubergine, ...} tomate 481 1 +{tomate, poivron, aubergine, ...} poivron 209 0.600751 +{tomate, poivron, aubergine, ...} aubergine 120 0.440343 +{tomate, poivron, aubergine, ...} mozzarella 31 0.191551 +{tomate, poivron, aubergine, ...} betterave 31 0.13629 +{tomate, poivron, aubergine, ...} lard 29 0.128364 +{tomate, poivron, aubergine, ...} chorizo 11 0.0671535 +{champignon, poireau, légume, ...} champignon 166 1 +{champignon, poireau, légume, ...} poireau 147 0.963963 +{champignon, poireau, légume, ...} légume 248 0.948311 +{champignon, poireau, légume, ...} endive 48 0.414644 +{champignon, poireau, légume, ...} chou 44 0.393417 +{champignon, poireau, légume, ...} fenouil 24 0.253492 +{champignon, poireau, légume, ...} chicon 16 0.166056 +{champignon, poireau, légume, ...} blette 14 0.159793 +{champignon, poireau, légume, ...} branche 18 0.159592 +{champignon, poireau, légume, ...} girolle 9 0.107693 +{champignon, poireau, légume, ...} cèpe 11 0.0792722 +{saumon, viande, jambon, ...} saumon 135 1 +{saumon, viande, jambon, ...} viande 96 0.586035 +{saumon, viande, jambon, ...} jambon 74 0.578516 +{saumon, viande, jambon, ...} poisson 74 0.538647 +{saumon, viande, jambon, ...} poulet 54 0.513577 +{saumon, viande, jambon, ...} blanc-de-poulet 18 0.23179 +{saumon, viande, jambon, ...} pavé 21 0.200781 +{saumon, viande, jambon, ...} escalope 16 0.173602 +{saumon, viande, jambon, ...} crottin 13 0.169552 +{saumon, viande, jambon, ...} porc 9 0.0944445 +{saumon, viande, jambon, ...} coeur-de-palmier 8 0.0871212 +{pomme-de-terre, asperge, oeuf-dur, ...} pomme-de-terre 171 1 +{pomme-de-terre, asperge, oeuf-dur, ...} asperge 76 0.493555 +{pomme-de-terre, asperge, oeuf-dur, ...} oeuf-dur 45 0.343608 +{pomme-de-terre, asperge, oeuf-dur, ...} navet 10 0.137311 +{pomme-de-terre, asperge, oeuf-dur, ...} artichaut 14 0.092838 +{pomme-de-terre, asperge, oeuf-dur, ...} truite 8 0.0914669 +{pomme-de-terre, asperge, oeuf-dur, ...} châtaigne 9 0.0897235 +{pomme-de-terre, asperge, oeuf-dur, ...} tagliatelle 5 0.0690562 +{pâtes, riz, haricot, ...} pâtes 53 1 +{pâtes, riz, haricot, ...} riz 46 0.845671 +{pâtes, riz, haricot, ...} haricot 31 0.641416 +{pâtes, riz, haricot, ...} petit-pois 27 0.535602 +{pâtes, riz, haricot, ...} lentille 28 0.490448 +{pâtes, riz, haricot, ...} haricot-vert 15 0.334509 +{pâtes, riz, haricot, ...} vermicelle 19 0.316907 +{pâtes, riz, haricot, ...} bouquet 18 0.279941 +{pâtes, riz, haricot, ...} fève 10 0.269663 +{pâtes, riz, haricot, ...} coquillette 9 0.255463 +{pâtes, riz, haricot, ...} blé 7 0.174481 +{pâtes, riz, haricot, ...} nouille 7 0.152238 +{pâtes, riz, haricot, ...} semoule 11 0.146142 +{pâtes, riz, haricot, ...} raviole 6 0.137546 +{pâtes, riz, haricot, ...} quinoa 4 0.122715 +{chair, citron, tête, ...} chair 130 1 +{chair, citron, tête, ...} citron 38 0.396972 +{chair, citron, tête, ...} tête 45 0.357508 +{chair, citron, tête, ...} quartier 35 0.354872 +{chair, citron, tête, ...} pulpe 29 0.309414 +{chair, citron, tête, ...} tige 27 0.297618 +{chair, citron, tête, ...} pied 24 0.272446 +{chair, citron, tête, ...} corail 9 0.0904801 +{chair, citron, tête, ...} chute 7 0.0756226 +{blanc, jaune, blanc-d'oeufs, ...} blanc 125 1 +{blanc, jaune, blanc-d'oeufs, ...} jaune 97 0.668662 +{blanc, jaune, blanc-d'oeufs, ...} blanc-d'oeufs 26 0.348651 +{blanc, jaune, blanc-d'oeufs, ...} zeste 14 0.168877 +{blanc, jaune, blanc-d'oeufs, ...} millefeuille 3 0.0638443 +{oignon, échalote} oignon 519 1 +{oignon, échalote} échalote 186 0.508862 +{persil, ciboulette, basilic, ...} persil 104 1 +{persil, ciboulette, basilic, ...} ciboulette 53 0.641485 +{persil, ciboulette, basilic, ...} basilic 56 0.596255 +{persil, ciboulette, basilic, ...} herbe 58 0.497479 +{persil, ciboulette, basilic, ...} olive 42 0.396516 +{persil, ciboulette, basilic, ...} piment 38 0.329809 +{persil, ciboulette, basilic, ...} coriandre 24 0.317102 +{persil, ciboulette, basilic, ...} menthe 12 0.199905 +{persil, ciboulette, basilic, ...} surimi 15 0.18083 +{persil, ciboulette, basilic, ...} aneth 10 0.165508 +{persil, ciboulette, basilic, ...} câpre 17 0.164246 +{persil, ciboulette, basilic, ...} laitue 16 0.144894 +{persil, ciboulette, basilic, ...} cornichon 10 0.140332 +{persil, ciboulette, basilic, ...} fine-herbe 7 0.0925211 +{persil, ciboulette, basilic, ...} champignon-de-Paris 7 0.0917087 +{persil, ciboulette, basilic, ...} olive-noire 8 0.0915931 +{persil, ciboulette, basilic, ...} veau 4 0.0853707 +{persil, ciboulette, basilic, ...} emmental 7 0.0782752 +{persil, ciboulette, basilic, ...} cerfeuil 3 0.0693908 +{persil, ciboulette, basilic, ...} zeste-de-citron 3 0.0693908 +{ail, gousse-d'ail, gousse, ...} ail 161 1 +{ail, gousse-d'ail, gousse, ...} gousse-d'ail 50 0.457546 +{ail, gousse-d'ail, gousse, ...} gousse 19 0.126857 +{ail, gousse-d'ail, gousse, ...} gingembre 11 0.109957 +{foie-gras, chapeau, extrémité, ...} foie-gras 58 1 +{foie-gras, chapeau, extrémité, ...} chapeau 53 0.988927 +{foie-gras, chapeau, extrémité, ...} extrémité 25 0.716274 +{foie-gras, chapeau, extrémité, ...} couvercle 27 0.609487 +{foie-gras, chapeau, extrémité, ...} queue 27 0.579962 +{foie-gras, chapeau, extrémité, ...} bûche 19 0.574929 +{foie-gras, chapeau, extrémité, ...} bout 18 0.486933 +{foie-gras, chapeau, extrémité, ...} base 15 0.395299 +{foie-gras, chapeau, extrémité, ...} baguette 14 0.39315 +{foie-gras, chapeau, extrémité, ...} saucisse 11 0.362267 +{foie-gras, chapeau, extrémité, ...} haut 9 0.34538 +{foie-gras, chapeau, extrémité, ...} surplus 11 0.33233 +{foie-gras, chapeau, extrémité, ...} camembert 13 0.311871 +{foie-gras, chapeau, extrémité, ...} lapin 12 0.305286 +{foie-gras, chapeau, extrémité, ...} figue 16 0.296126 +{foie-gras, chapeau, extrémité, ...} papier 13 0.262536 +{foie-gras, chapeau, extrémité, ...} autre 10 0.220374 +{foie-gras, chapeau, extrémité, ...} poitrine 5 0.215779 +{foie-gras, chapeau, extrémité, ...} bâton 7 0.213498 +{foie-gras, chapeau, extrémité, ...} calotte 4 0.172603 +{tranche, rondelle, lamelle, ...} tranche 242 1 +{tranche, rondelle, lamelle, ...} rondelle 70 0.373762 +{tranche, rondelle, lamelle, ...} lamelle 52 0.280227 +{tranche, rondelle, lamelle, ...} rouleau 22 0.159863 +{tranche, rondelle, lamelle, ...} bâtonnet 19 0.149515 +{tranche, rondelle, lamelle, ...} rond 13 0.109101 +{tranche, rondelle, lamelle, ...} couches 10 0.0963696 +{tranche, rondelle, lamelle, ...} dernier 12 0.0776468 +{tranche, rondelle, lamelle, ...} tas 9 0.0686279 +{tranche, rondelle, lamelle, ...} poids 5 0.0509474 +{feuille, crêpe, pointe, ...} feuille 286 1 +{feuille, crêpe, pointe, ...} crêpe 25 0.128579 +{feuille, crêpe, pointe, ...} pointe 27 0.111474 +{feuille, crêpe, pointe, ...} brin 13 0.0724173 +{feuille, crêpe, pointe, ...} fond-d'artichaut 10 0.0609642 +{feuille, crêpe, pointe, ...} lit 9 0.0561452 +{reste, filet, fromage, ...} reste 134 1 +{reste, filet, fromage, ...} filet 140 0.982536 +{reste, filet, fromage, ...} fromage 100 0.839099 +{reste, filet, fromage, ...} chèvre 57 0.648683 +{reste, filet, fromage, ...} cube 58 0.61115 +{reste, filet, fromage, ...} parmesan 27 0.313854 +{cuillère, couche, moitié, ...} cuillère 133 1 +{cuillère, couche, moitié, ...} couche 77 0.755169 +{cuillère, couche, moitié, ...} moitié 101 0.656984 +{cuillère, couche, moitié, ...} portion 20 0.21256 +{cuillère, couche, moitié, ...} lanière 22 0.20137 +{cuillère, couche, moitié, ...} poignée 13 0.140985 +{cuillère, couche, moitié, ...} chapelure 10 0.121053 +{cuillère, couche, moitié, ...} cerneau 12 0.119895 +{cuillère, couche, moitié, ...} noisette-de-beurre 8 0.116303 +{cuillère, couche, moitié, ...} tout-petit 8 0.0788637 +{cuillère, couche, moitié, ...} quart 6 0.0731453 +{lardon, tranche-de-pain, pignon, ...} lardon 133 1 +{lardon, tranche-de-pain, pignon, ...} tranche-de-pain 53 0.630457 +{lardon, tranche-de-pain, pignon, ...} pignon 37 0.591929 +{lardon, tranche-de-pain, pignon, ...} noisette 14 0.223507 +{lardon, tranche-de-pain, pignon, ...} raisin-sec 18 0.220435 +{lardon, tranche-de-pain, pignon, ...} mie-de-pain 12 0.220287 +{lardon, tranche-de-pain, pignon, ...} amande 11 0.204279 +{lardon, tranche-de-pain, pignon, ...} raisin 15 0.197739 +{lardon, tranche-de-pain, pignon, ...} pain-de-mie 9 0.162884 +{lardon, tranche-de-pain, pignon, ...} morille 7 0.114673 +{lardon, tranche-de-pain, pignon, ...} gésier 6 0.0852315 +{crevette, morceau, foie, ...} crevette 161 1 +{crevette, morceau, foie, ...} morceau 151 0.776307 +{crevette, morceau, foie, ...} foie 72 0.449273 +{crevette, morceau, foie, ...} gamba 22 0.242696 +{crevette, morceau, foie, ...} langoustine 15 0.155108 +{crevette, morceau, foie, ...} cuisse 11 0.133238 +{noix, épinard, escargot, ...} noix 147 1 +{noix, épinard, escargot, ...} épinard 60 0.55096 +{noix, épinard, escargot, ...} escargot 39 0.296501 +{noix, épinard, escargot, ...} brocoli 28 0.290489 +{noix, épinard, escargot, ...} sardine 27 0.26071 +{noix, épinard, escargot, ...} fane 19 0.226382 +{noix, épinard, escargot, ...} fruits-de-mer 10 0.133779 +{noix, épinard, escargot, ...} pois-chiche 13 0.12059 + +Cells +ver nom Frequency +{préchauffer, allumer} {four, grill, gril} 577 +{couper, découper, détailler, ...} {tomate, poivron, aubergine, ...} 340 +{ajouter, rajouter} {crème, crème-fraîche, sucre, ...} 323 +{enlever, retirer, ôter, ...} {peau, graine, pépin, ...} 294 +{rectifier, vérifier, surveiller, ...} {assaisonnement, cuisson, élasticité} 283 +{couper, découper, détailler, ...} {carotte, courgette, concombre, ...} 266 +{éplucher, peler, râper} {carotte, courgette, concombre, ...} 263 +{verser} {préparation, mélange, contenu, ...} 252 +{étaler, dérouler, étendre, ...} {pâte, pâte-feuilletée, pâte-brisée, ...} 238 +{mélanger, lier, tamiser, ...} {tout, ensemble} 232 +{ajouter, rajouter} {huile, lait, vinaigre, ...} 224 +{ajouter, rajouter} {sel, dé, gruyère, ...} 220 +{mélanger, lier, tamiser, ...} {farine, ingrédient, jaune-d'oeuf, ...} 213 +{ajouter, rajouter} {persil, ciboulette, basilic, ...} 205 +{battre, casser, fouetter, ...} {oeuf} 202 +{ajouter, rajouter} {bol, la, cercle, ...} 198 +{préférer, voir, suivre, ...} {bol, la, cercle, ...} 195 +{préparer} {sauce, vinaigrette, béchamel, ...} 185 +{beurrer, tapisser, foncer, ...} {moule, moule-à-tarte, plaque, ...} 151 +{rabattre, souder, répéter, ...} {bord, opération, côté, ...} 146 +{mixer, remuer, tasser, ...} {tout, ensemble} 143 +{émincer, faire-suer, caraméliser, ...} {oignon, échalote} 143 +{couper, découper, détailler, ...} {saumon, viande, jambon, ...} 142 +{couper, découper, détailler, ...} {foie-gras, chapeau, extrémité, ...} 134 +{faire-revenir, dorer, revenir, ...} {oignon, échalote} 133 +{ajouter, rajouter} {farine, ingrédient, jaune-d'oeuf, ...} 128 +{ajouter, rajouter} {jus, eau, grain, ...} 125 +{couper, découper, détailler, ...} {champignon, poireau, légume, ...} 121 +{ajouter, rajouter} {reste, filet, fromage, ...} 120 +{baisser, augmenter, éteindre, ...} {feu, quantité, être, ...} 119 +{disposer, déposer, placer, ...} {tranche, rondelle, lamelle, ...} 118 +{hacher, ciseler, dénoyauter, ...} {persil, ciboulette, basilic, ...} 112 +{laisser, mijoter, enfourner, ...} {minute, pendant, nuit, ...} 111 +{faire, constituer, réaliser, ...} {trou, entrée, cheminée, ...} 110 +{ajouter, rajouter} {tomate, poivron, aubergine, ...} 109 +{former, fermer, confectionner, ...} {boule, boulette, triangle, ...} 108 +{couper, découper, détailler, ...} {bol, la, cercle, ...} 107 +{cuire, écaler, écosser, ...} {pâtes, riz, haricot, ...} 106 +{chauffer, émulsionner, porter, ...} {huile, lait, vinaigre, ...} 101 +{verser} {huile, lait, vinaigre, ...} 101 +{émietter, écraser, délayer, ...} {thon, levure, roquefort, ...} 101 +{donner, épater, apporter, ...} {goût, recette, saveur, ...} 99 +{hacher, ciseler, dénoyauter, ...} {oignon, échalote} 99 +{ajouter, rajouter} {champignon, poireau, légume, ...} 95 +{ajouter, rajouter} {cuillère, couche, moitié, ...} 95 +{faire, constituer, réaliser, ...} {bol, la, cercle, ...} 95 +{utiliser, éviter, typer, ...} {bol, la, cercle, ...} 95 +{ajouter, rajouter} {carotte, courgette, concombre, ...} 94 +{couper, découper, détailler, ...} {oignon, échalote} 93 +{fondre, ramollir, dissoudre, ...} {beurre, gélatine, matière, ...} 93 +{laver, nettoyer, rincer, ...} {champignon, poireau, légume, ...} 88 +{piquer, badigeonner, décorer, ...} {fond, dessus, assiette, ...} 86 +{avoir, prendre} {bol, la, cercle, ...} 81 +{couper, découper, détailler, ...} {tranche, rondelle, lamelle, ...} 81 +{cuire, écaler, écosser, ...} {pomme-de-terre, asperge, oeuf-dur, ...} 79 +{décortiquer, dénerver, pocher, ...} {crevette, morceau, foie, ...} 78 +{ajouter, rajouter} {ail, gousse-d'ail, gousse, ...} 76 +{ajouter, rajouter} {oignon, échalote} 73 +{ajouter, rajouter} {thon, levure, roquefort, ...} 73 +{garnir, remplir, sortir, ...} {coquille, huître, croûte, ...} 73 +{disposer, déposer, placer, ...} {cuillère, couche, moitié, ...} 72 +{ajouter, rajouter} {pâtes, riz, haricot, ...} 70 +{griller, tremper, concasser, ...} {lardon, tranche-de-pain, pignon, ...} 70 +{couper, découper, détailler, ...} {chair, citron, tête, ...} 69 +{disposer, déposer, placer, ...} {bol, la, cercle, ...} 68 +{faire-revenir, dorer, revenir, ...} {lardon, tranche-de-pain, pignon, ...} 68 +{laver, nettoyer, rincer, ...} {salade, radis, roquette, ...} 67 +{ajouter, rajouter} {lardon, tranche-de-pain, pignon, ...} 65 +{servir, accompagner, démouler, ...} {soupe, velouté, potage, ...} 65 +{avoir, prendre} {couleur, consistance, texture, ...} 64 +{couper, découper, détailler, ...} {reste, filet, fromage, ...} 64 +{récupérer, presser, séparer, ...} {chair, citron, tête, ...} 64 +{préférer, voir, suivre, ...} {goût, recette, saveur, ...} 63 +{verser} {sauce, vinaigrette, béchamel, ...} 63 +{ajouter, rajouter} {crevette, morceau, foie, ...} 62 +{servir, accompagner, démouler, ...} {terrine, plat, ramequin, ...} 62 +{griller, tremper, concasser, ...} {tomate, poivron, aubergine, ...} 61 +{émincer, faire-suer, caraméliser, ...} {champignon, poireau, légume, ...} 61 +{ajouter, rajouter} {saumon, viande, jambon, ...} 60 +{mettre} {bol, la, cercle, ...} 59 +{couper, découper, détailler, ...} {pomme-de-terre, asperge, oeuf-dur, ...} 58 +{mélanger, lier, tamiser, ...} {oeuf} 58 +{éplucher, peler, râper} {tomate, poivron, aubergine, ...} 58 +{mettre} {farine, ingrédient, jaune-d'oeuf, ...} 57 +{mettre} {tout, ensemble} 57 +{verser} {bouillon, gelée, appareil, ...} 57 +{ajouter, rajouter} {oeuf} 56 +{mettre} {cuillère, couche, moitié, ...} 56 +{mélanger, lier, tamiser, ...} {crème, crème-fraîche, sucre, ...} 56 +{faire, constituer, réaliser, ...} {sauce, vinaigrette, béchamel, ...} 55 +{ajouter, rajouter} {bouillon, gelée, appareil, ...} 54 +{beurrer, tapisser, foncer, ...} {terrine, plat, ramequin, ...} 54 +{mettre} {préparation, mélange, contenu, ...} 54 +{obtenir} {pâte, pâte-feuilletée, pâte-brisée, ...} 54 +{éplucher, peler, râper} {oignon, échalote} 53 +{éplucher, peler, râper} {pomme-de-terre, asperge, oeuf-dur, ...} 53 +{incorporer, monter} {blanc, jaune, blanc-d'oeufs, ...} 51 +{poser, rouler, refermer, ...} {tranche, rondelle, lamelle, ...} 49 +{récupérer, presser, séparer, ...} {jus, eau, grain, ...} 49 +{verser} {tout, ensemble} 49 +{égoutter, remplacer, sécher} {thon, levure, roquefort, ...} 49 +{ajouter, rajouter} {noix, épinard, escargot, ...} 48 +{cuire, écaler, écosser, ...} {bol, la, cercle, ...} 48 +{rendre, saucer, filtrer, ...} {poêle, casserole, soja, ...} 48 +{enlever, retirer, ôter, ...} {bol, la, cercle, ...} 47 +{rendre, saucer, filtrer, ...} {jus, eau, grain, ...} 47 +{préparer} {purée, mayonnais, farce, ...} 46 +{ajouter, rajouter} {préparation, mélange, contenu, ...} 45 +{laver, nettoyer, rincer, ...} {tomate, poivron, aubergine, ...} 45 +{mettre} {champignon, poireau, légume, ...} 45 +{répartir, arroser, assaisonner, ...} {préparation, mélange, contenu, ...} 45 +{garder, conserver, réserver, ...} {jus, eau, grain, ...} 44 +{couper, découper, détailler, ...} {feuille, crêpe, pointe, ...} 43 +{incorporer, monter} {crème, crème-fraîche, sucre, ...} 43 +{poser, rouler, refermer, ...} {feuille, crêpe, pointe, ...} 43 +{verser} {jus, eau, grain, ...} 43 +{cuire, écaler, écosser, ...} {minute, pendant, nuit, ...} 42 +{disposer, déposer, placer, ...} {crevette, morceau, foie, ...} 42 +{faire-revenir, dorer, revenir, ...} {champignon, poireau, légume, ...} 42 +{hacher, ciseler, dénoyauter, ...} {ail, gousse-d'ail, gousse, ...} 42 +{piquer, badigeonner, décorer, ...} {pâte, pâte-feuilletée, pâte-brisée, ...} 42 +{garnir, remplir, sortir, ...} {bol, la, cercle, ...} 41 +{garnir, remplir, sortir, ...} {moule, moule-à-tarte, plaque, ...} 41 +{couper, découper, détailler, ...} {persil, ciboulette, basilic, ...} 40 +{disposer, déposer, placer, ...} {feuille, crêpe, pointe, ...} 40 +{garnir, remplir, sortir, ...} {terrine, plat, ramequin, ...} 40 +{obtenir} {couleur, consistance, texture, ...} 40 +{poser, rouler, refermer, ...} {pain, galette, brick, ...} 40 +{recouvrir, saupoudrer, couvrir, ...} {fond, dessus, assiette, ...} 40 +{ajouter, rajouter} {sauce, vinaigrette, béchamel, ...} 39 +{cuire, écaler, écosser, ...} {saumon, viande, jambon, ...} 39 +{préparer} {bouillon, gelée, appareil, ...} 39 +{ajouter, rajouter} {blanc, jaune, blanc-d'oeufs, ...} 38 +{ajouter, rajouter} {coquille, huître, croûte, ...} 38 +{enlever, retirer, ôter, ...} {foie-gras, chapeau, extrémité, ...} 38 +{mettre} {crevette, morceau, foie, ...} 38 +{mettre} {feuille, crêpe, pointe, ...} 38 +{recouvrir, saupoudrer, couvrir, ...} {tout, ensemble} 38 +{disposer, déposer, placer, ...} {préparation, mélange, contenu, ...} 37 +{mélanger, lier, tamiser, ...} {huile, lait, vinaigre, ...} 37 +{préparer} {pâte, pâte-feuilletée, pâte-brisée, ...} 37 +{ajouter, rajouter} {pomme-de-terre, asperge, oeuf-dur, ...} 36 +{disposer, déposer, placer, ...} {tomate, poivron, aubergine, ...} 36 +{faire, constituer, réaliser, ...} {purée, mayonnais, farce, ...} 36 +{ajouter, rajouter} {beurre, gélatine, matière, ...} 35 +{ajouter, rajouter} {tranche, rondelle, lamelle, ...} 35 +{enlever, retirer, ôter, ...} {chair, citron, tête, ...} 35 +{mettre} {reste, filet, fromage, ...} 35 +{ajouter, rajouter} {feuille, crêpe, pointe, ...} 34 +{beurrer, tapisser, foncer, ...} {fond, dessus, assiette, ...} 34 +{griller, tremper, concasser, ...} {pain, galette, brick, ...} 34 +{mélanger, lier, tamiser, ...} {thon, levure, roquefort, ...} 34 +{verser} {reste, filet, fromage, ...} 34 +{ajouter, rajouter} {purée, mayonnais, farce, ...} 33 +{cuire, écaler, écosser, ...} {oeuf} 33 +{enlever, retirer, ôter, ...} {coquille, huître, croûte, ...} 33 +{verser} {bol, la, cercle, ...} 33 +{former, fermer, confectionner, ...} {bol, la, cercle, ...} 32 +{mélanger, lier, tamiser, ...} {saumon, viande, jambon, ...} 32 +{préférer, voir, suivre, ...} {intérieur, fois, brochette, ...} 32 +{récupérer, presser, séparer, ...} {blanc, jaune, blanc-d'oeufs, ...} 32 +{disposer, déposer, placer, ...} {salade, radis, roquette, ...} 31 +{garder, conserver, réserver, ...} {bol, la, cercle, ...} 31 +{mettre} {terrine, plat, ramequin, ...} 31 +{passer, remettre, réchauffer, ...} {tout, ensemble} 31 +{recouvrir, saupoudrer, couvrir, ...} {terrine, plat, ramequin, ...} 31 +{servir, accompagner, démouler, ...} {bol, la, cercle, ...} 31 +{verser} {crème, crème-fraîche, sucre, ...} 31 +{battre, casser, fouetter, ...} {blanc, jaune, blanc-d'oeufs, ...} 30 +{faire, constituer, réaliser, ...} {terrine, plat, ramequin, ...} 30 +{verser} {cuillère, couche, moitié, ...} 30 +{étaler, dérouler, étendre, ...} {préparation, mélange, contenu, ...} 30 +{laver, nettoyer, rincer, ...} {persil, ciboulette, basilic, ...} 29 +{préparer} {bol, la, cercle, ...} 29 +{éplucher, peler, râper} {ail, gousse-d'ail, gousse, ...} 29 +{chauffer, émulsionner, porter, ...} {poêle, casserole, soja, ...} 28 +{jeter, plonger, farcir, ...} {tomate, poivron, aubergine, ...} 28 +{laver, nettoyer, rincer, ...} {bol, la, cercle, ...} 28 +{mettre} {huile, lait, vinaigre, ...} 28 +{mettre} {sel, dé, gruyère, ...} 28 +{obtenir} {préparation, mélange, contenu, ...} 28 +{répartir, arroser, assaisonner, ...} {salade, radis, roquette, ...} 28 +{cuire, écaler, écosser, ...} {champignon, poireau, légume, ...} 27 +{hacher, ciseler, dénoyauter, ...} {saumon, viande, jambon, ...} 27 +{laver, nettoyer, rincer, ...} {noix, épinard, escargot, ...} 27 +{recouvrir, saupoudrer, couvrir, ...} {reste, filet, fromage, ...} 27 +{répartir, arroser, assaisonner, ...} {tout, ensemble} 27 +{éplucher, peler, râper} {champignon, poireau, légume, ...} 27 +{cuire, écaler, écosser, ...} {carotte, courgette, concombre, ...} 26 +{fondre, ramollir, dissoudre, ...} {oignon, échalote} 26 +{jeter, plonger, farcir, ...} {bol, la, cercle, ...} 26 +{laver, nettoyer, rincer, ...} {carotte, courgette, concombre, ...} 26 +{disposer, déposer, placer, ...} {champignon, poireau, légume, ...} 25 +{disposer, déposer, placer, ...} {pâte, pâte-feuilletée, pâte-brisée, ...} 25 +{faire-revenir, dorer, revenir, ...} {minute, pendant, nuit, ...} 25 +{faire-revenir, dorer, revenir, ...} {tout, ensemble} 25 +{laisser, mijoter, enfourner, ...} {bol, la, cercle, ...} 25 +{mettre} {tranche, rondelle, lamelle, ...} 25 +{préférer, voir, suivre, ...} {préparation, mélange, contenu, ...} 25 +{verser} {farine, ingrédient, jaune-d'oeuf, ...} 25 +{émietter, écraser, délayer, ...} {reste, filet, fromage, ...} 25 +{ajouter, rajouter} {chair, citron, tête, ...} 24 +{cuire, écaler, écosser, ...} {noix, épinard, escargot, ...} 24 +{disposer, déposer, placer, ...} {boule, boulette, triangle, ...} 24 +{donner, épater, apporter, ...} {bol, la, cercle, ...} 24 +{décortiquer, dénerver, pocher, ...} {foie-gras, chapeau, extrémité, ...} 24 +{mixer, remuer, tasser, ...} {tomate, poivron, aubergine, ...} 24 +{mélanger, lier, tamiser, ...} {purée, mayonnais, farce, ...} 24 +{poser, rouler, refermer, ...} {bol, la, cercle, ...} 24 +{égoutter, remplacer, sécher} {bol, la, cercle, ...} 24 +{chauffer, émulsionner, porter, ...} {bouillon, gelée, appareil, ...} 23 +{disposer, déposer, placer, ...} {noix, épinard, escargot, ...} 23 +{disposer, déposer, placer, ...} {tout, ensemble} 23 +{enlever, retirer, ôter, ...} {poêle, casserole, soja, ...} 23 +{faire, constituer, réaliser, ...} {boule, boulette, triangle, ...} 23 +{mettre} {carotte, courgette, concombre, ...} 23 +{mettre} {oignon, échalote} 23 +{mixer, remuer, tasser, ...} {soupe, velouté, potage, ...} 23 +{mélanger, lier, tamiser, ...} {carotte, courgette, concombre, ...} 23 +{poser, rouler, refermer, ...} {pâte, pâte-feuilletée, pâte-brisée, ...} 23 +{recouvrir, saupoudrer, couvrir, ...} {bol, la, cercle, ...} 23 +{égoutter, remplacer, sécher} {champignon, poireau, légume, ...} 23 +{faire-revenir, dorer, revenir, ...} {bol, la, cercle, ...} 22 +{faire-revenir, dorer, revenir, ...} {crevette, morceau, foie, ...} 22 +{faire-revenir, dorer, revenir, ...} {noix, épinard, escargot, ...} 22 +{mettre} {beurre, gélatine, matière, ...} 22 +{mettre} {tomate, poivron, aubergine, ...} 22 +{obtenir} {bol, la, cercle, ...} 22 +{obtenir} {purée, mayonnais, farce, ...} 22 +{piquer, badigeonner, décorer, ...} {bol, la, cercle, ...} 22 +{disposer, déposer, placer, ...} {reste, filet, fromage, ...} 21 +{enlever, retirer, ôter, ...} {jus, eau, grain, ...} 21 +{faire-revenir, dorer, revenir, ...} {saumon, viande, jambon, ...} 21 +{garnir, remplir, sortir, ...} {tomate, poivron, aubergine, ...} 21 +{incorporer, monter} {farine, ingrédient, jaune-d'oeuf, ...} 21 +{mettre} {lardon, tranche-de-pain, pignon, ...} 21 +{mettre} {persil, ciboulette, basilic, ...} 21 +{mettre} {pâte, pâte-feuilletée, pâte-brisée, ...} 21 +{passer, remettre, réchauffer, ...} {bol, la, cercle, ...} 21 +{préférer, voir, suivre, ...} {crevette, morceau, foie, ...} 21 +{égoutter, remplacer, sécher} {saumon, viande, jambon, ...} 21 +{égoutter, remplacer, sécher} {tomate, poivron, aubergine, ...} 21 +{éplucher, peler, râper} {bol, la, cercle, ...} 21 +{étaler, dérouler, étendre, ...} {cuillère, couche, moitié, ...} 21 +{chauffer, émulsionner, porter, ...} {four, grill, gril} 20 +{mélanger, lier, tamiser, ...} {champignon, poireau, légume, ...} 20 +{mélanger, lier, tamiser, ...} {reste, filet, fromage, ...} 20 +{préférer, voir, suivre, ...} {bord, opération, côté, ...} 20 +{battre, casser, fouetter, ...} {crème, crème-fraîche, sucre, ...} 19 +{battre, casser, fouetter, ...} {farine, ingrédient, jaune-d'oeuf, ...} 19 +{couper, découper, détailler, ...} {pain, galette, brick, ...} 19 +{disposer, déposer, placer, ...} {terrine, plat, ramequin, ...} 19 +{mélanger, lier, tamiser, ...} {préparation, mélange, contenu, ...} 19 +{obtenir} {boule, boulette, triangle, ...} 19 +{passer, remettre, réchauffer, ...} {soupe, velouté, potage, ...} 19 +{poser, rouler, refermer, ...} {boule, boulette, triangle, ...} 19 +{préférer, voir, suivre, ...} {soupe, velouté, potage, ...} 19 +{couper, découper, détailler, ...} {pâte, pâte-feuilletée, pâte-brisée, ...} 18 +{faire, constituer, réaliser, ...} {goût, recette, saveur, ...} 18 +{faire-revenir, dorer, revenir, ...} {tomate, poivron, aubergine, ...} 18 +{garder, conserver, réserver, ...} {peau, graine, pépin, ...} 18 +{garder, conserver, réserver, ...} {sauce, vinaigrette, béchamel, ...} 18 +{mettre} {jus, eau, grain, ...} 18 +{mettre} {saumon, viande, jambon, ...} 18 +{mélanger, lier, tamiser, ...} {jus, eau, grain, ...} 18 +{passer, remettre, réchauffer, ...} {foie-gras, chapeau, extrémité, ...} 18 +{préférer, voir, suivre, ...} {foie-gras, chapeau, extrémité, ...} 18 +{préférer, voir, suivre, ...} {peau, graine, pépin, ...} 18 +{étaler, dérouler, étendre, ...} {farine, ingrédient, jaune-d'oeuf, ...} 18 +{avoir, prendre} {terrine, plat, ramequin, ...} 17 +{baisser, augmenter, éteindre, ...} {goût, recette, saveur, ...} 17 +{chauffer, émulsionner, porter, ...} {beurre, gélatine, matière, ...} 17 +{cuire, écaler, écosser, ...} {tomate, poivron, aubergine, ...} 17 +{disposer, déposer, placer, ...} {saumon, viande, jambon, ...} 17 +{disposer, déposer, placer, ...} {sel, dé, gruyère, ...} 17 +{décortiquer, dénerver, pocher, ...} {noix, épinard, escargot, ...} 17 +{garder, conserver, réserver, ...} {minute, pendant, nuit, ...} 17 +{hacher, ciseler, dénoyauter, ...} {feuille, crêpe, pointe, ...} 17 +{incorporer, monter} {bol, la, cercle, ...} 17 +{mettre} {purée, mayonnais, farce, ...} 17 +{mixer, remuer, tasser, ...} {préparation, mélange, contenu, ...} 17 +{servir, accompagner, démouler, ...} {boule, boulette, triangle, ...} 17 +{verser} {soupe, velouté, potage, ...} 17 +{battre, casser, fouetter, ...} {tout, ensemble} 16 +{faire-revenir, dorer, revenir, ...} {ail, gousse-d'ail, gousse, ...} 16 +{faire-revenir, dorer, revenir, ...} {tranche, rondelle, lamelle, ...} 16 +{garnir, remplir, sortir, ...} {fond, dessus, assiette, ...} 16 +{incorporer, monter} {persil, ciboulette, basilic, ...} 16 +{jeter, plonger, farcir, ...} {chair, citron, tête, ...} 16 +{jeter, plonger, farcir, ...} {intérieur, fois, brochette, ...} 16 +{mettre} {foie-gras, chapeau, extrémité, ...} 16 +{mixer, remuer, tasser, ...} {saumon, viande, jambon, ...} 16 +{mélanger, lier, tamiser, ...} {bol, la, cercle, ...} 16 +{mélanger, lier, tamiser, ...} {sauce, vinaigrette, béchamel, ...} 16 +{poser, rouler, refermer, ...} {foie-gras, chapeau, extrémité, ...} 16 +{préparer} {terrine, plat, ramequin, ...} 16 +{recouvrir, saupoudrer, couvrir, ...} {champignon, poireau, légume, ...} 16 +{servir, accompagner, démouler, ...} {salade, radis, roquette, ...} 16 +{égoutter, remplacer, sécher} {noix, épinard, escargot, ...} 16 +{égoutter, remplacer, sécher} {pomme-de-terre, asperge, oeuf-dur, ...} 16 +{couper, découper, détailler, ...} {noix, épinard, escargot, ...} 15 +{disposer, déposer, placer, ...} {purée, mayonnais, farce, ...} 15 +{faire, constituer, réaliser, ...} {pâte, pâte-feuilletée, pâte-brisée, ...} 15 +{faire, constituer, réaliser, ...} {tranche, rondelle, lamelle, ...} 15 +{griller, tremper, concasser, ...} {bol, la, cercle, ...} 15 +{griller, tremper, concasser, ...} {tranche, rondelle, lamelle, ...} 15 +{jeter, plonger, farcir, ...} {jus, eau, grain, ...} 15 +{mettre} {thon, levure, roquefort, ...} 15 +{mélanger, lier, tamiser, ...} {blanc, jaune, blanc-d'oeufs, ...} 15 +{mélanger, lier, tamiser, ...} {salade, radis, roquette, ...} 15 +{obtenir} {soupe, velouté, potage, ...} 15 +{préférer, voir, suivre, ...} {carotte, courgette, concombre, ...} 15 +{préférer, voir, suivre, ...} {farine, ingrédient, jaune-d'oeuf, ...} 15 +{préférer, voir, suivre, ...} {minute, pendant, nuit, ...} 15 +{répartir, arroser, assaisonner, ...} {bol, la, cercle, ...} 15 +{chauffer, émulsionner, porter, ...} {jus, eau, grain, ...} 14 +{disposer, déposer, placer, ...} {chair, citron, tête, ...} 14 +{décortiquer, dénerver, pocher, ...} {bol, la, cercle, ...} 14 +{garnir, remplir, sortir, ...} {pâte, pâte-feuilletée, pâte-brisée, ...} 14 +{incorporer, monter} {huile, lait, vinaigre, ...} 14 +{incorporer, monter} {purée, mayonnais, farce, ...} 14 +{jeter, plonger, farcir, ...} {carotte, courgette, concombre, ...} 14 +{jeter, plonger, farcir, ...} {feuille, crêpe, pointe, ...} 14 +{jeter, plonger, farcir, ...} {peau, graine, pépin, ...} 14 +{laisser, mijoter, enfourner, ...} {tout, ensemble} 14 +{mettre} {noix, épinard, escargot, ...} 14 +{mélanger, lier, tamiser, ...} {pâtes, riz, haricot, ...} 14 +{préférer, voir, suivre, ...} {bouillon, gelée, appareil, ...} 14 +{préférer, voir, suivre, ...} {trou, entrée, cheminée, ...} 14 +{préparer} {salade, radis, roquette, ...} 14 +{recouvrir, saupoudrer, couvrir, ...} {sel, dé, gruyère, ...} 14 +{rendre, saucer, filtrer, ...} {bouillon, gelée, appareil, ...} 14 +{répartir, arroser, assaisonner, ...} {carotte, courgette, concombre, ...} 14 +{servir, accompagner, démouler, ...} {pain, galette, brick, ...} 14 +{émietter, écraser, délayer, ...} {chair, citron, tête, ...} 14 +{émietter, écraser, délayer, ...} {saumon, viande, jambon, ...} 14 +{chauffer, émulsionner, porter, ...} {crème, crème-fraîche, sucre, ...} 13 +{cuire, écaler, écosser, ...} {pain, galette, brick, ...} 13 +{disposer, déposer, placer, ...} {farine, ingrédient, jaune-d'oeuf, ...} 13 +{disposer, déposer, placer, ...} {pomme-de-terre, asperge, oeuf-dur, ...} 13 +{former, fermer, confectionner, ...} {pâte, pâte-feuilletée, pâte-brisée, ...} 13 +{garder, conserver, réserver, ...} {couleur, consistance, texture, ...} 13 +{garnir, remplir, sortir, ...} {carotte, courgette, concombre, ...} 13 +{hacher, ciseler, dénoyauter, ...} {bol, la, cercle, ...} 13 +{incorporer, monter} {reste, filet, fromage, ...} 13 +{mettre} {chair, citron, tête, ...} 13 +{mettre} {crème, crème-fraîche, sucre, ...} 13 +{mettre} {pomme-de-terre, asperge, oeuf-dur, ...} 13 +{mettre} {pâtes, riz, haricot, ...} 13 +{poser, rouler, refermer, ...} {crevette, morceau, foie, ...} 13 +{poser, rouler, refermer, ...} {saumon, viande, jambon, ...} 13 +{préférer, voir, suivre, ...} {champignon, poireau, légume, ...} 13 +{préférer, voir, suivre, ...} {noix, épinard, escargot, ...} 13 +{préférer, voir, suivre, ...} {sel, dé, gruyère, ...} 13 +{préférer, voir, suivre, ...} {terrine, plat, ramequin, ...} 13 +{rabattre, souder, répéter, ...} {pâte, pâte-feuilletée, pâte-brisée, ...} 13 +{répartir, arroser, assaisonner, ...} {purée, mayonnais, farce, ...} 13 +{verser} {champignon, poireau, légume, ...} 13 +{égoutter, remplacer, sécher} {persil, ciboulette, basilic, ...} 13 +{émietter, écraser, délayer, ...} {pomme-de-terre, asperge, oeuf-dur, ...} 13 +{étaler, dérouler, étendre, ...} {purée, mayonnais, farce, ...} 13 +{ajouter, rajouter} {salade, radis, roquette, ...} 12 +{chauffer, émulsionner, porter, ...} {tout, ensemble} 12 +{couper, découper, détailler, ...} {blanc, jaune, blanc-d'oeufs, ...} 12 +{couper, découper, détailler, ...} {salade, radis, roquette, ...} 12 +{disposer, déposer, placer, ...} {carotte, courgette, concombre, ...} 12 +{faire, constituer, réaliser, ...} {pain, galette, brick, ...} 12 +{garder, conserver, réserver, ...} {feuille, crêpe, pointe, ...} 12 +{incorporer, monter} {thon, levure, roquefort, ...} 12 +{laisser, mijoter, enfourner, ...} {soupe, velouté, potage, ...} 12 +{mixer, remuer, tasser, ...} {champignon, poireau, légume, ...} 12 +{passer, remettre, réchauffer, ...} {minute, pendant, nuit, ...} 12 +{poser, rouler, refermer, ...} {tout, ensemble} 12 +{préférer, voir, suivre, ...} {tranche, rondelle, lamelle, ...} 12 +{rendre, saucer, filtrer, ...} {soupe, velouté, potage, ...} 12 +{servir, accompagner, démouler, ...} {sauce, vinaigrette, béchamel, ...} 12 +{égoutter, remplacer, sécher} {salade, radis, roquette, ...} 12 +{émietter, écraser, délayer, ...} {ail, gousse-d'ail, gousse, ...} 12 +{émietter, écraser, délayer, ...} {farine, ingrédient, jaune-d'oeuf, ...} 12 +{étaler, dérouler, étendre, ...} {tranche, rondelle, lamelle, ...} 12 +{ajouter, rajouter} {foie-gras, chapeau, extrémité, ...} 11 +{avoir, prendre} {feuille, crêpe, pointe, ...} 11 +{avoir, prendre} {moule, moule-à-tarte, plaque, ...} 11 +{cuire, écaler, écosser, ...} {pâte, pâte-feuilletée, pâte-brisée, ...} 11 +{cuire, écaler, écosser, ...} {tout, ensemble} 11 +{donner, épater, apporter, ...} {couleur, consistance, texture, ...} 11 +{enlever, retirer, ôter, ...} {champignon, poireau, légume, ...} 11 +{faire-revenir, dorer, revenir, ...} {carotte, courgette, concombre, ...} 11 +{garder, conserver, réserver, ...} {chair, citron, tête, ...} 11 +{garder, conserver, réserver, ...} {cuillère, couche, moitié, ...} 11 +{incorporer, monter} {sel, dé, gruyère, ...} 11 +{laisser, mijoter, enfourner, ...} {foie-gras, chapeau, extrémité, ...} 11 +{laisser, mijoter, enfourner, ...} {terrine, plat, ramequin, ...} 11 +{laver, nettoyer, rincer, ...} {feuille, crêpe, pointe, ...} 11 +{laver, nettoyer, rincer, ...} {pâtes, riz, haricot, ...} 11 +{mixer, remuer, tasser, ...} {carotte, courgette, concombre, ...} 11 +{mélanger, lier, tamiser, ...} {beurre, gélatine, matière, ...} 11 +{mélanger, lier, tamiser, ...} {crevette, morceau, foie, ...} 11 +{obtenir} {crème, crème-fraîche, sucre, ...} 11 +{obtenir} {sauce, vinaigrette, béchamel, ...} 11 +{piquer, badigeonner, décorer, ...} {boule, boulette, triangle, ...} 11 +{piquer, badigeonner, décorer, ...} {feuille, crêpe, pointe, ...} 11 +{piquer, badigeonner, décorer, ...} {terrine, plat, ramequin, ...} 11 +{poser, rouler, refermer, ...} {moule, moule-à-tarte, plaque, ...} 11 +{poser, rouler, refermer, ...} {reste, filet, fromage, ...} 11 +{préférer, voir, suivre, ...} {cuillère, couche, moitié, ...} 11 +{préférer, voir, suivre, ...} {salade, radis, roquette, ...} 11 +{préférer, voir, suivre, ...} {saumon, viande, jambon, ...} 11 +{préférer, voir, suivre, ...} {tout, ensemble} 11 +{répartir, arroser, assaisonner, ...} {cuillère, couche, moitié, ...} 11 +{répartir, arroser, assaisonner, ...} {intérieur, fois, brochette, ...} 11 +{répartir, arroser, assaisonner, ...} {sel, dé, gruyère, ...} 11 +{utiliser, éviter, typer, ...} {reste, filet, fromage, ...} 11 +{égoutter, remplacer, sécher} {crevette, morceau, foie, ...} 11 +{égoutter, remplacer, sécher} {pâtes, riz, haricot, ...} 11 +{ajouter, rajouter} {moule, moule-à-tarte, plaque, ...} 10 +{avoir, prendre} {goût, recette, saveur, ...} 10 +{avoir, prendre} {minute, pendant, nuit, ...} 10 +{baisser, augmenter, éteindre, ...} {four, grill, gril} 10 +{couper, découper, détailler, ...} {feu, quantité, être, ...} 10 +{couper, découper, détailler, ...} {thon, levure, roquefort, ...} 10 +{décortiquer, dénerver, pocher, ...} {saumon, viande, jambon, ...} 10 +{enlever, retirer, ôter, ...} {saumon, viande, jambon, ...} 10 +{fondre, ramollir, dissoudre, ...} {reste, filet, fromage, ...} 10 +{garder, conserver, réserver, ...} {foie-gras, chapeau, extrémité, ...} 10 +{garder, conserver, réserver, ...} {goût, recette, saveur, ...} 10 +{garder, conserver, réserver, ...} {tout, ensemble} 10 +{griller, tremper, concasser, ...} {feuille, crêpe, pointe, ...} 10 +{hacher, ciseler, dénoyauter, ...} {crevette, morceau, foie, ...} 10 +{incorporer, monter} {beurre, gélatine, matière, ...} 10 +{jeter, plonger, farcir, ...} {pâtes, riz, haricot, ...} 10 +{laisser, mijoter, enfourner, ...} {sauce, vinaigrette, béchamel, ...} 10 +{laver, nettoyer, rincer, ...} {intérieur, fois, brochette, ...} 10 +{laver, nettoyer, rincer, ...} {moule, moule-à-tarte, plaque, ...} 10 +{mixer, remuer, tasser, ...} {chair, citron, tête, ...} 10 +{mélanger, lier, tamiser, ...} {cuillère, couche, moitié, ...} 10 +{passer, remettre, réchauffer, ...} {sauce, vinaigrette, béchamel, ...} 10 +{poser, rouler, refermer, ...} {cuillère, couche, moitié, ...} 10 +{poser, rouler, refermer, ...} {terrine, plat, ramequin, ...} 10 +{préférer, voir, suivre, ...} {couleur, consistance, texture, ...} 10 +{préférer, voir, suivre, ...} {feuille, crêpe, pointe, ...} 10 +{préférer, voir, suivre, ...} {persil, ciboulette, basilic, ...} 10 +{préférer, voir, suivre, ...} {purée, mayonnais, farce, ...} 10 +{préférer, voir, suivre, ...} {reste, filet, fromage, ...} 10 +{répartir, arroser, assaisonner, ...} {champignon, poireau, légume, ...} 10 +{répartir, arroser, assaisonner, ...} {farine, ingrédient, jaune-d'oeuf, ...} 10 +{répartir, arroser, assaisonner, ...} {lardon, tranche-de-pain, pignon, ...} 10 +{répartir, arroser, assaisonner, ...} {terrine, plat, ramequin, ...} 10 +{servir, accompagner, démouler, ...} {champignon, poireau, légume, ...} 10 +{verser} {purée, mayonnais, farce, ...} 10 +{émietter, écraser, délayer, ...} {tout, ensemble} 10 +{baisser, augmenter, éteindre, ...} {bol, la, cercle, ...} 9 +{couper, découper, détailler, ...} {crevette, morceau, foie, ...} 9 +{cuire, écaler, écosser, ...} {crevette, morceau, foie, ...} 9 +{cuire, écaler, écosser, ...} {reste, filet, fromage, ...} 9 +{disposer, déposer, placer, ...} {lardon, tranche-de-pain, pignon, ...} 9 +{enlever, retirer, ôter, ...} {sel, dé, gruyère, ...} 9 +{garder, conserver, réserver, ...} {feu, quantité, être, ...} 9 +{garnir, remplir, sortir, ...} {boule, boulette, triangle, ...} 9 +{garnir, remplir, sortir, ...} {chair, citron, tête, ...} 9 +{garnir, remplir, sortir, ...} {feuille, crêpe, pointe, ...} 9 +{hacher, ciseler, dénoyauter, ...} {reste, filet, fromage, ...} 9 +{incorporer, monter} {champignon, poireau, légume, ...} 9 +{incorporer, monter} {oeuf} 9 +{jeter, plonger, farcir, ...} {blanc, jaune, blanc-d'oeufs, ...} 9 +{jeter, plonger, farcir, ...} {crevette, morceau, foie, ...} 9 +{laisser, mijoter, enfourner, ...} {pâte, pâte-feuilletée, pâte-brisée, ...} 9 +{mettre} {fond, dessus, assiette, ...} 9 +{mettre} {salade, radis, roquette, ...} 9 +{mélanger, lier, tamiser, ...} {sel, dé, gruyère, ...} 9 +{passer, remettre, réchauffer, ...} {cuillère, couche, moitié, ...} 9 +{passer, remettre, réchauffer, ...} {noix, épinard, escargot, ...} 9 +{passer, remettre, réchauffer, ...} {préparation, mélange, contenu, ...} 9 +{poser, rouler, refermer, ...} {intérieur, fois, brochette, ...} 9 +{préférer, voir, suivre, ...} {boule, boulette, triangle, ...} 9 +{préférer, voir, suivre, ...} {jus, eau, grain, ...} 9 +{préférer, voir, suivre, ...} {pâte, pâte-feuilletée, pâte-brisée, ...} 9 +{préparer} {pain, galette, brick, ...} 9 +{préparer} {soupe, velouté, potage, ...} 9 +{répartir, arroser, assaisonner, ...} {chair, citron, tête, ...} 9 +{répartir, arroser, assaisonner, ...} {reste, filet, fromage, ...} 9 +{répartir, arroser, assaisonner, ...} {sauce, vinaigrette, béchamel, ...} 9 +{répartir, arroser, assaisonner, ...} {tomate, poivron, aubergine, ...} 9 +{utiliser, éviter, typer, ...} {noix, épinard, escargot, ...} 9 +{verser} {pâte, pâte-feuilletée, pâte-brisée, ...} 9 +{émietter, écraser, délayer, ...} {bol, la, cercle, ...} 9 +{émietter, écraser, délayer, ...} {noix, épinard, escargot, ...} 9 +{éplucher, peler, râper} {crevette, morceau, foie, ...} 9 +{éplucher, peler, râper} {reste, filet, fromage, ...} 9 +{avoir, prendre} {feu, quantité, être, ...} 8 +{avoir, prendre} {poêle, casserole, soja, ...} 8 +{beurrer, tapisser, foncer, ...} {bol, la, cercle, ...} 8 +{couper, découper, détailler, ...} {beurre, gélatine, matière, ...} 8 +{couper, découper, détailler, ...} {lardon, tranche-de-pain, pignon, ...} 8 +{couper, découper, détailler, ...} {peau, graine, pépin, ...} 8 +{disposer, déposer, placer, ...} {coquille, huître, croûte, ...} 8 +{disposer, déposer, placer, ...} {foie-gras, chapeau, extrémité, ...} 8 +{disposer, déposer, placer, ...} {pain, galette, brick, ...} 8 +{enlever, retirer, ôter, ...} {blanc, jaune, blanc-d'oeufs, ...} 8 +{faire, constituer, réaliser, ...} {soupe, velouté, potage, ...} 8 +{faire-revenir, dorer, revenir, ...} {pain, galette, brick, ...} 8 +{fondre, ramollir, dissoudre, ...} {bouillon, gelée, appareil, ...} 8 +{fondre, ramollir, dissoudre, ...} {feuille, crêpe, pointe, ...} 8 +{garder, conserver, réserver, ...} {coquille, huître, croûte, ...} 8 +{garder, conserver, réserver, ...} {reste, filet, fromage, ...} 8 +{garnir, remplir, sortir, ...} {crevette, morceau, foie, ...} 8 +{garnir, remplir, sortir, ...} {pain, galette, brick, ...} 8 +{griller, tremper, concasser, ...} {champignon, poireau, légume, ...} 8 +{griller, tremper, concasser, ...} {pâtes, riz, haricot, ...} 8 +{hacher, ciseler, dénoyauter, ...} {chair, citron, tête, ...} 8 +{hacher, ciseler, dénoyauter, ...} {champignon, poireau, légume, ...} 8 +{incorporer, monter} {préparation, mélange, contenu, ...} 8 +{incorporer, monter} {sauce, vinaigrette, béchamel, ...} 8 +{incorporer, monter} {tout, ensemble} 8 +{laisser, mijoter, enfourner, ...} {tomate, poivron, aubergine, ...} 8 +{laver, nettoyer, rincer, ...} {chair, citron, tête, ...} 8 +{mettre} {boule, boulette, triangle, ...} 8 +{mettre} {coquille, huître, croûte, ...} 8 +{mettre} {sauce, vinaigrette, béchamel, ...} 8 +{mixer, remuer, tasser, ...} {bol, la, cercle, ...} 8 +{mixer, remuer, tasser, ...} {farine, ingrédient, jaune-d'oeuf, ...} 8 +{mixer, remuer, tasser, ...} {persil, ciboulette, basilic, ...} 8 +{passer, remettre, réchauffer, ...} {bouillon, gelée, appareil, ...} 8 +{piquer, badigeonner, décorer, ...} {intérieur, fois, brochette, ...} 8 +{piquer, badigeonner, décorer, ...} {salade, radis, roquette, ...} 8 +{poser, rouler, refermer, ...} {coquille, huître, croûte, ...} 8 +{préférer, voir, suivre, ...} {assaisonnement, cuisson, élasticité} 8 +{préférer, voir, suivre, ...} {feu, quantité, être, ...} 8 +{préférer, voir, suivre, ...} {fond, dessus, assiette, ...} 8 +{préférer, voir, suivre, ...} {huile, lait, vinaigre, ...} 8 +{préférer, voir, suivre, ...} {lardon, tranche-de-pain, pignon, ...} 8 +{préférer, voir, suivre, ...} {pain, galette, brick, ...} 8 +{rabattre, souder, répéter, ...} {bol, la, cercle, ...} 8 +{rabattre, souder, répéter, ...} {foie-gras, chapeau, extrémité, ...} 8 +{recouvrir, saupoudrer, couvrir, ...} {soupe, velouté, potage, ...} 8 +{rendre, saucer, filtrer, ...} {sauce, vinaigrette, béchamel, ...} 8 +{répartir, arroser, assaisonner, ...} {crème, crème-fraîche, sucre, ...} 8 +{répartir, arroser, assaisonner, ...} {noix, épinard, escargot, ...} 8 +{servir, accompagner, démouler, ...} {intérieur, fois, brochette, ...} 8 +{servir, accompagner, démouler, ...} {noix, épinard, escargot, ...} 8 +{servir, accompagner, démouler, ...} {trou, entrée, cheminée, ...} 8 +{utiliser, éviter, typer, ...} {préparation, mélange, contenu, ...} 8 +{utiliser, éviter, typer, ...} {tomate, poivron, aubergine, ...} 8 +{verser} {tomate, poivron, aubergine, ...} 8 +{égoutter, remplacer, sécher} {carotte, courgette, concombre, ...} 8 +{égoutter, remplacer, sécher} {lardon, tranche-de-pain, pignon, ...} 8 +{émietter, écraser, délayer, ...} {blanc, jaune, blanc-d'oeufs, ...} 8 +{émincer, faire-suer, caraméliser, ...} {blanc, jaune, blanc-d'oeufs, ...} 8 +{émincer, faire-suer, caraméliser, ...} {carotte, courgette, concombre, ...} 8 +{émincer, faire-suer, caraméliser, ...} {saumon, viande, jambon, ...} 8 +{ajouter, rajouter} {goût, recette, saveur, ...} 7 +{avoir, prendre} {boule, boulette, triangle, ...} 7 +{avoir, prendre} {soupe, velouté, potage, ...} 7 +{avoir, prendre} {tranche, rondelle, lamelle, ...} 7 +{battre, casser, fouetter, ...} {préparation, mélange, contenu, ...} 7 +{chauffer, émulsionner, porter, ...} {minute, pendant, nuit, ...} 7 +{chauffer, émulsionner, porter, ...} {sauce, vinaigrette, béchamel, ...} 7 +{couper, découper, détailler, ...} {ail, gousse-d'ail, gousse, ...} 7 +{couper, découper, détailler, ...} {cuillère, couche, moitié, ...} 7 +{couper, découper, détailler, ...} {oeuf} 7 +{disposer, déposer, placer, ...} {oeuf} 7 +{disposer, déposer, placer, ...} {oignon, échalote} 7 +{décortiquer, dénerver, pocher, ...} {reste, filet, fromage, ...} 7 +{enlever, retirer, ôter, ...} {feuille, crêpe, pointe, ...} 7 +{enlever, retirer, ôter, ...} {noix, épinard, escargot, ...} 7 +{faire, constituer, réaliser, ...} {bouillon, gelée, appareil, ...} 7 +{faire, constituer, réaliser, ...} {salade, radis, roquette, ...} 7 +{faire-revenir, dorer, revenir, ...} {boule, boulette, triangle, ...} 7 +{faire-revenir, dorer, revenir, ...} {sel, dé, gruyère, ...} 7 +{fondre, ramollir, dissoudre, ...} {minute, pendant, nuit, ...} 7 +{fondre, ramollir, dissoudre, ...} {noix, épinard, escargot, ...} 7 +{garder, conserver, réserver, ...} {crevette, morceau, foie, ...} 7 +{garder, conserver, réserver, ...} {huile, lait, vinaigre, ...} 7 +{garder, conserver, réserver, ...} {préparation, mélange, contenu, ...} 7 +{garnir, remplir, sortir, ...} {champignon, poireau, légume, ...} 7 +{garnir, remplir, sortir, ...} {saumon, viande, jambon, ...} 7 +{hacher, ciseler, dénoyauter, ...} {carotte, courgette, concombre, ...} 7 +{hacher, ciseler, dénoyauter, ...} {tout, ensemble} 7 +{incorporer, monter} {crevette, morceau, foie, ...} 7 +{jeter, plonger, farcir, ...} {champignon, poireau, légume, ...} 7 +{laver, nettoyer, rincer, ...} {peau, graine, pépin, ...} 7 +{mélanger, lier, tamiser, ...} {pain, galette, brick, ...} 7 +{mélanger, lier, tamiser, ...} {tomate, poivron, aubergine, ...} 7 +{obtenir} {bouillon, gelée, appareil, ...} 7 +{piquer, badigeonner, décorer, ...} {tranche, rondelle, lamelle, ...} 7 +{préférer, voir, suivre, ...} {chair, citron, tête, ...} 7 +{préférer, voir, suivre, ...} {pomme-de-terre, asperge, oeuf-dur, ...} 7 +{préférer, voir, suivre, ...} {tomate, poivron, aubergine, ...} 7 +{préparer} {fond, dessus, assiette, ...} 7 +{préparer} {goût, recette, saveur, ...} 7 +{préparer} {tomate, poivron, aubergine, ...} 7 +{recouvrir, saupoudrer, couvrir, ...} {persil, ciboulette, basilic, ...} 7 +{recouvrir, saupoudrer, couvrir, ...} {poêle, casserole, soja, ...} 7 +{recouvrir, saupoudrer, couvrir, ...} {tranche, rondelle, lamelle, ...} 7 +{rectifier, vérifier, surveiller, ...} {sel, dé, gruyère, ...} 7 +{répartir, arroser, assaisonner, ...} {saumon, viande, jambon, ...} 7 +{répartir, arroser, assaisonner, ...} {tranche, rondelle, lamelle, ...} 7 +{utiliser, éviter, typer, ...} {moule, moule-à-tarte, plaque, ...} 7 +{verser} {pâtes, riz, haricot, ...} 7 +{égoutter, remplacer, sécher} {crème, crème-fraîche, sucre, ...} 7 +{émincer, faire-suer, caraméliser, ...} {tomate, poivron, aubergine, ...} 7 +{étaler, dérouler, étendre, ...} {reste, filet, fromage, ...} 7 +{ajouter, rajouter} {fond, dessus, assiette, ...} 6 +{avoir, prendre} {bouillon, gelée, appareil, ...} 6 +{avoir, prendre} {foie-gras, chapeau, extrémité, ...} 6 +{chauffer, émulsionner, porter, ...} {bol, la, cercle, ...} 6 +{chauffer, émulsionner, porter, ...} {préparation, mélange, contenu, ...} 6 +{chauffer, émulsionner, porter, ...} {reste, filet, fromage, ...} 6 +{cuire, écaler, écosser, ...} {boule, boulette, triangle, ...} 6 +{cuire, écaler, écosser, ...} {feuille, crêpe, pointe, ...} 6 +{cuire, écaler, écosser, ...} {tranche, rondelle, lamelle, ...} 6 +{disposer, déposer, placer, ...} {intérieur, fois, brochette, ...} 6 +{disposer, déposer, placer, ...} {moule, moule-à-tarte, plaque, ...} 6 +{disposer, déposer, placer, ...} {persil, ciboulette, basilic, ...} 6 +{disposer, déposer, placer, ...} {pâtes, riz, haricot, ...} 6 +{faire, constituer, réaliser, ...} {préparation, mélange, contenu, ...} 6 +{faire-revenir, dorer, revenir, ...} {pomme-de-terre, asperge, oeuf-dur, ...} 6 +{faire-revenir, dorer, revenir, ...} {purée, mayonnais, farce, ...} 6 +{fondre, ramollir, dissoudre, ...} {champignon, poireau, légume, ...} 6 +{fondre, ramollir, dissoudre, ...} {cuillère, couche, moitié, ...} 6 +{garnir, remplir, sortir, ...} {foie-gras, chapeau, extrémité, ...} 6 +{garnir, remplir, sortir, ...} {oeuf} 6 +{griller, tremper, concasser, ...} {crevette, morceau, foie, ...} 6 +{griller, tremper, concasser, ...} {minute, pendant, nuit, ...} 6 +{griller, tremper, concasser, ...} {noix, épinard, escargot, ...} 6 +{hacher, ciseler, dénoyauter, ...} {tomate, poivron, aubergine, ...} 6 +{incorporer, monter} {jus, eau, grain, ...} 6 +{incorporer, monter} {noix, épinard, escargot, ...} 6 +{incorporer, monter} {oignon, échalote} 6 +{jeter, plonger, farcir, ...} {boule, boulette, triangle, ...} 6 +{jeter, plonger, farcir, ...} {coquille, huître, croûte, ...} 6 +{jeter, plonger, farcir, ...} {cuillère, couche, moitié, ...} 6 +{jeter, plonger, farcir, ...} {huile, lait, vinaigre, ...} 6 +{jeter, plonger, farcir, ...} {persil, ciboulette, basilic, ...} 6 +{laisser, mijoter, enfourner, ...} {peau, graine, pépin, ...} 6 +{laisser, mijoter, enfourner, ...} {préparation, mélange, contenu, ...} 6 +{laver, nettoyer, rincer, ...} {blanc, jaune, blanc-d'oeufs, ...} 6 +{laver, nettoyer, rincer, ...} {coquille, huître, croûte, ...} 6 +{laver, nettoyer, rincer, ...} {oignon, échalote} 6 +{mettre} {ail, gousse-d'ail, gousse, ...} 6 +{mettre} {blanc, jaune, blanc-d'oeufs, ...} 6 +{mixer, remuer, tasser, ...} {noix, épinard, escargot, ...} 6 +{mélanger, lier, tamiser, ...} {oignon, échalote} 6 +{passer, remettre, réchauffer, ...} {champignon, poireau, légume, ...} 6 +{passer, remettre, réchauffer, ...} {coquille, huître, croûte, ...} 6 +{passer, remettre, réchauffer, ...} {crevette, morceau, foie, ...} 6 +{passer, remettre, réchauffer, ...} {huile, lait, vinaigre, ...} 6 +{passer, remettre, réchauffer, ...} {pomme-de-terre, asperge, oeuf-dur, ...} 6 +{piquer, badigeonner, décorer, ...} {champignon, poireau, légume, ...} 6 +{poser, rouler, refermer, ...} {tomate, poivron, aubergine, ...} 6 +{préférer, voir, suivre, ...} {ail, gousse-d'ail, gousse, ...} 6 +{préférer, voir, suivre, ...} {blanc, jaune, blanc-d'oeufs, ...} 6 +{préférer, voir, suivre, ...} {crème, crème-fraîche, sucre, ...} 6 +{préparer} {carotte, courgette, concombre, ...} 6 +{préparer} {champignon, poireau, légume, ...} 6 +{préparer} {feuille, crêpe, pointe, ...} 6 +{rabattre, souder, répéter, ...} {intérieur, fois, brochette, ...} 6 +{recouvrir, saupoudrer, couvrir, ...} {crevette, morceau, foie, ...} 6 +{recouvrir, saupoudrer, couvrir, ...} {moule, moule-à-tarte, plaque, ...} 6 +{rectifier, vérifier, surveiller, ...} {couleur, consistance, texture, ...} 6 +{récupérer, presser, séparer, ...} {ail, gousse-d'ail, gousse, ...} 6 +{récupérer, presser, séparer, ...} {peau, graine, pépin, ...} 6 +{répartir, arroser, assaisonner, ...} {bouillon, gelée, appareil, ...} 6 +{répartir, arroser, assaisonner, ...} {crevette, morceau, foie, ...} 6 +{servir, accompagner, démouler, ...} {carotte, courgette, concombre, ...} 6 +{servir, accompagner, démouler, ...} {reste, filet, fromage, ...} 6 +{servir, accompagner, démouler, ...} {tomate, poivron, aubergine, ...} 6 +{servir, accompagner, démouler, ...} {tout, ensemble} 6 +{utiliser, éviter, typer, ...} {purée, mayonnais, farce, ...} 6 +{verser} {fond, dessus, assiette, ...} 6 +{verser} {noix, épinard, escargot, ...} 6 +{émietter, écraser, délayer, ...} {préparation, mélange, contenu, ...} 6 +{éplucher, peler, râper} {blanc, jaune, blanc-d'oeufs, ...} 6 +{éplucher, peler, râper} {chair, citron, tête, ...} 6 +{éplucher, peler, râper} {sel, dé, gruyère, ...} 6 +{étaler, dérouler, étendre, ...} {bol, la, cercle, ...} 6 +{ajouter, rajouter} {feu, quantité, être, ...} 5 +{ajouter, rajouter} {peau, graine, pépin, ...} 5 +{avoir, prendre} {cuillère, couche, moitié, ...} 5 +{avoir, prendre} {pâte, pâte-feuilletée, pâte-brisée, ...} 5 +{chauffer, émulsionner, porter, ...} {cuillère, couche, moitié, ...} 5 +{couper, découper, détailler, ...} {bord, opération, côté, ...} 5 +{couper, découper, détailler, ...} {pâtes, riz, haricot, ...} 5 +{cuire, écaler, écosser, ...} {moule, moule-à-tarte, plaque, ...} 5 +{donner, épater, apporter, ...} {bouillon, gelée, appareil, ...} 5 +{décortiquer, dénerver, pocher, ...} {champignon, poireau, légume, ...} 5 +{enlever, retirer, ôter, ...} {bord, opération, côté, ...} 5 +{enlever, retirer, ôter, ...} {crevette, morceau, foie, ...} 5 +{enlever, retirer, ôter, ...} {moule, moule-à-tarte, plaque, ...} 5 +{fondre, ramollir, dissoudre, ...} {ail, gousse-d'ail, gousse, ...} 5 +{fondre, ramollir, dissoudre, ...} {tomate, poivron, aubergine, ...} 5 +{former, fermer, confectionner, ...} {foie-gras, chapeau, extrémité, ...} 5 +{former, fermer, confectionner, ...} {pain, galette, brick, ...} 5 +{garder, conserver, réserver, ...} {blanc, jaune, blanc-d'oeufs, ...} 5 +{garder, conserver, réserver, ...} {bouillon, gelée, appareil, ...} 5 +{garder, conserver, réserver, ...} {noix, épinard, escargot, ...} 5 +{garder, conserver, réserver, ...} {sel, dé, gruyère, ...} 5 +{garnir, remplir, sortir, ...} {soupe, velouté, potage, ...} 5 +{griller, tremper, concasser, ...} {ail, gousse-d'ail, gousse, ...} 5 +{griller, tremper, concasser, ...} {peau, graine, pépin, ...} 5 +{incorporer, monter} {saumon, viande, jambon, ...} 5 +{jeter, plonger, farcir, ...} {noix, épinard, escargot, ...} 5 +{laisser, mijoter, enfourner, ...} {crevette, morceau, foie, ...} 5 +{laisser, mijoter, enfourner, ...} {pain, galette, brick, ...} 5 +{laisser, mijoter, enfourner, ...} {saumon, viande, jambon, ...} 5 +{laver, nettoyer, rincer, ...} {pomme-de-terre, asperge, oeuf-dur, ...} 5 +{mettre} {pain, galette, brick, ...} 5 +{mettre} {peau, graine, pépin, ...} 5 +{mettre} {soupe, velouté, potage, ...} 5 +{mixer, remuer, tasser, ...} {intérieur, fois, brochette, ...} 5 +{mixer, remuer, tasser, ...} {lardon, tranche-de-pain, pignon, ...} 5 +{mixer, remuer, tasser, ...} {minute, pendant, nuit, ...} 5 +{mixer, remuer, tasser, ...} {peau, graine, pépin, ...} 5 +{mixer, remuer, tasser, ...} {reste, filet, fromage, ...} 5 +{mélanger, lier, tamiser, ...} {chair, citron, tête, ...} 5 +{obtenir} {pain, galette, brick, ...} 5 +{obtenir} {trou, entrée, cheminée, ...} 5 +{passer, remettre, réchauffer, ...} {boule, boulette, triangle, ...} 5 +{passer, remettre, réchauffer, ...} {carotte, courgette, concombre, ...} 5 +{passer, remettre, réchauffer, ...} {farine, ingrédient, jaune-d'oeuf, ...} 5 +{passer, remettre, réchauffer, ...} {jus, eau, grain, ...} 5 +{passer, remettre, réchauffer, ...} {pain, galette, brick, ...} 5 +{passer, remettre, réchauffer, ...} {reste, filet, fromage, ...} 5 +{passer, remettre, réchauffer, ...} {saumon, viande, jambon, ...} 5 +{piquer, badigeonner, décorer, ...} {bord, opération, côté, ...} 5 +{piquer, badigeonner, décorer, ...} {coquille, huître, croûte, ...} 5 +{piquer, badigeonner, décorer, ...} {cuillère, couche, moitié, ...} 5 +{piquer, badigeonner, décorer, ...} {noix, épinard, escargot, ...} 5 +{piquer, badigeonner, décorer, ...} {soupe, velouté, potage, ...} 5 +{poser, rouler, refermer, ...} {salade, radis, roquette, ...} 5 +{préférer, voir, suivre, ...} {coquille, huître, croûte, ...} 5 +{préférer, voir, suivre, ...} {poêle, casserole, soja, ...} 5 +{préparer} {assaisonnement, cuisson, élasticité} 5 +{préparer} {coquille, huître, croûte, ...} 5 +{préparer} {trou, entrée, cheminée, ...} 5 +{recouvrir, saupoudrer, couvrir, ...} {boule, boulette, triangle, ...} 5 +{recouvrir, saupoudrer, couvrir, ...} {cuillère, couche, moitié, ...} 5 +{recouvrir, saupoudrer, couvrir, ...} {farine, ingrédient, jaune-d'oeuf, ...} 5 +{recouvrir, saupoudrer, couvrir, ...} {lardon, tranche-de-pain, pignon, ...} 5 +{recouvrir, saupoudrer, couvrir, ...} {purée, mayonnais, farce, ...} 5 +{recouvrir, saupoudrer, couvrir, ...} {tomate, poivron, aubergine, ...} 5 +{rectifier, vérifier, surveiller, ...} {feu, quantité, être, ...} 5 +{récupérer, presser, séparer, ...} {bol, la, cercle, ...} 5 +{récupérer, presser, séparer, ...} {cuillère, couche, moitié, ...} 5 +{récupérer, presser, séparer, ...} {poêle, casserole, soja, ...} 5 +{répartir, arroser, assaisonner, ...} {pâte, pâte-feuilletée, pâte-brisée, ...} 5 +{répartir, arroser, assaisonner, ...} {thon, levure, roquefort, ...} 5 +{servir, accompagner, démouler, ...} {goût, recette, saveur, ...} 5 +{servir, accompagner, démouler, ...} {purée, mayonnais, farce, ...} 5 +{servir, accompagner, démouler, ...} {saumon, viande, jambon, ...} 5 +{utiliser, éviter, typer, ...} {huile, lait, vinaigre, ...} 5 +{verser} {carotte, courgette, concombre, ...} 5 +{égoutter, remplacer, sécher} {feuille, crêpe, pointe, ...} 5 +{égoutter, remplacer, sécher} {préparation, mélange, contenu, ...} 5 +{égoutter, remplacer, sécher} {reste, filet, fromage, ...} 5 +{émietter, écraser, délayer, ...} {carotte, courgette, concombre, ...} 5 +{émincer, faire-suer, caraméliser, ...} {ail, gousse-d'ail, gousse, ...} 5 +{émincer, faire-suer, caraméliser, ...} {bol, la, cercle, ...} 5 +{étaler, dérouler, étendre, ...} {crème, crème-fraîche, sucre, ...} 5 +{avoir, prendre} {jus, eau, grain, ...} 4 +{avoir, prendre} {pomme-de-terre, asperge, oeuf-dur, ...} 4 +{avoir, prendre} {sauce, vinaigrette, béchamel, ...} 4 +{baisser, augmenter, éteindre, ...} {assaisonnement, cuisson, élasticité} 4 +{baisser, augmenter, éteindre, ...} {farine, ingrédient, jaune-d'oeuf, ...} 4 +{beurrer, tapisser, foncer, ...} {bord, opération, côté, ...} 4 +{beurrer, tapisser, foncer, ...} {crevette, morceau, foie, ...} 4 +{beurrer, tapisser, foncer, ...} {intérieur, fois, brochette, ...} 4 +{beurrer, tapisser, foncer, ...} {poêle, casserole, soja, ...} 4 +{couper, découper, détailler, ...} {sel, dé, gruyère, ...} 4 +{couper, découper, détailler, ...} {tout, ensemble} 4 +{cuire, écaler, écosser, ...} {blanc, jaune, blanc-d'oeufs, ...} 4 +{cuire, écaler, écosser, ...} {fond, dessus, assiette, ...} 4 +{cuire, écaler, écosser, ...} {lardon, tranche-de-pain, pignon, ...} 4 +{cuire, écaler, écosser, ...} {préparation, mélange, contenu, ...} 4 +{cuire, écaler, écosser, ...} {soupe, velouté, potage, ...} 4 +{disposer, déposer, placer, ...} {bouillon, gelée, appareil, ...} 4 +{disposer, déposer, placer, ...} {peau, graine, pépin, ...} 4 +{disposer, déposer, placer, ...} {thon, levure, roquefort, ...} 4 +{donner, épater, apporter, ...} {sauce, vinaigrette, béchamel, ...} 4 +{décortiquer, dénerver, pocher, ...} {coquille, huître, croûte, ...} 4 +{décortiquer, dénerver, pocher, ...} {minute, pendant, nuit, ...} 4 +{décortiquer, dénerver, pocher, ...} {moule, moule-à-tarte, plaque, ...} 4 +{enlever, retirer, ôter, ...} {ail, gousse-d'ail, gousse, ...} 4 +{enlever, retirer, ôter, ...} {bouillon, gelée, appareil, ...} 4 +{enlever, retirer, ôter, ...} {oignon, échalote} 4 +{faire, constituer, réaliser, ...} {pomme-de-terre, asperge, oeuf-dur, ...} 4 +{faire-revenir, dorer, revenir, ...} {pâte, pâte-feuilletée, pâte-brisée, ...} 4 +{fondre, ramollir, dissoudre, ...} {bol, la, cercle, ...} 4 +{fondre, ramollir, dissoudre, ...} {tout, ensemble} 4 +{former, fermer, confectionner, ...} {bord, opération, côté, ...} 4 +{former, fermer, confectionner, ...} {coquille, huître, croûte, ...} 4 +{former, fermer, confectionner, ...} {feuille, crêpe, pointe, ...} 4 +{former, fermer, confectionner, ...} {terrine, plat, ramequin, ...} 4 +{garder, conserver, réserver, ...} {intérieur, fois, brochette, ...} 4 +{garder, conserver, réserver, ...} {purée, mayonnais, farce, ...} 4 +{garder, conserver, réserver, ...} {tranche, rondelle, lamelle, ...} 4 +{garnir, remplir, sortir, ...} {blanc, jaune, blanc-d'oeufs, ...} 4 +{garnir, remplir, sortir, ...} {intérieur, fois, brochette, ...} 4 +{garnir, remplir, sortir, ...} {poêle, casserole, soja, ...} 4 +{hacher, ciseler, dénoyauter, ...} {lardon, tranche-de-pain, pignon, ...} 4 +{incorporer, monter} {ail, gousse-d'ail, gousse, ...} 4 +{incorporer, monter} {bouillon, gelée, appareil, ...} 4 +{incorporer, monter} {carotte, courgette, concombre, ...} 4 +{incorporer, monter} {tomate, poivron, aubergine, ...} 4 +{jeter, plonger, farcir, ...} {pomme-de-terre, asperge, oeuf-dur, ...} 4 +{laisser, mijoter, enfourner, ...} {goût, recette, saveur, ...} 4 +{laisser, mijoter, enfourner, ...} {jus, eau, grain, ...} 4 +{laisser, mijoter, enfourner, ...} {sel, dé, gruyère, ...} 4 +{laver, nettoyer, rincer, ...} {thon, levure, roquefort, ...} 4 +{mettre} {bouillon, gelée, appareil, ...} 4 +{mettre} {four, grill, gril} 4 +{mixer, remuer, tasser, ...} {crevette, morceau, foie, ...} 4 +{mixer, remuer, tasser, ...} {feuille, crêpe, pointe, ...} 4 +{mélanger, lier, tamiser, ...} {bouillon, gelée, appareil, ...} 4 +{mélanger, lier, tamiser, ...} {persil, ciboulette, basilic, ...} 4 +{passer, remettre, réchauffer, ...} {feuille, crêpe, pointe, ...} 4 +{passer, remettre, réchauffer, ...} {terrine, plat, ramequin, ...} 4 +{passer, remettre, réchauffer, ...} {tranche, rondelle, lamelle, ...} 4 +{piquer, badigeonner, décorer, ...} {farine, ingrédient, jaune-d'oeuf, ...} 4 +{piquer, badigeonner, décorer, ...} {préparation, mélange, contenu, ...} 4 +{piquer, badigeonner, décorer, ...} {reste, filet, fromage, ...} 4 +{poser, rouler, refermer, ...} {bord, opération, côté, ...} 4 +{poser, rouler, refermer, ...} {pomme-de-terre, asperge, oeuf-dur, ...} 4 +{poser, rouler, refermer, ...} {préparation, mélange, contenu, ...} 4 +{poser, rouler, refermer, ...} {purée, mayonnais, farce, ...} 4 +{préférer, voir, suivre, ...} {moule, moule-à-tarte, plaque, ...} 4 +{préférer, voir, suivre, ...} {thon, levure, roquefort, ...} 4 +{préparer} {beurre, gélatine, matière, ...} 4 +{préparer} {crème, crème-fraîche, sucre, ...} 4 +{préparer} {oignon, échalote} 4 +{rabattre, souder, répéter, ...} {cuillère, couche, moitié, ...} 4 +{recouvrir, saupoudrer, couvrir, ...} {coquille, huître, croûte, ...} 4 +{recouvrir, saupoudrer, couvrir, ...} {peau, graine, pépin, ...} 4 +{recouvrir, saupoudrer, couvrir, ...} {pâte, pâte-feuilletée, pâte-brisée, ...} 4 +{rectifier, vérifier, surveiller, ...} {bol, la, cercle, ...} 4 +{rectifier, vérifier, surveiller, ...} {sauce, vinaigrette, béchamel, ...} 4 +{rendre, saucer, filtrer, ...} {préparation, mélange, contenu, ...} 4 +{récupérer, presser, séparer, ...} {carotte, courgette, concombre, ...} 4 +{récupérer, presser, séparer, ...} {noix, épinard, escargot, ...} 4 +{récupérer, presser, séparer, ...} {pâte, pâte-feuilletée, pâte-brisée, ...} 4 +{répartir, arroser, assaisonner, ...} {oignon, échalote} 4 +{répartir, arroser, assaisonner, ...} {persil, ciboulette, basilic, ...} 4 +{utiliser, éviter, typer, ...} {coquille, huître, croûte, ...} 4 +{utiliser, éviter, typer, ...} {feuille, crêpe, pointe, ...} 4 +{utiliser, éviter, typer, ...} {lardon, tranche-de-pain, pignon, ...} 4 +{utiliser, éviter, typer, ...} {pain, galette, brick, ...} 4 +{utiliser, éviter, typer, ...} {terrine, plat, ramequin, ...} 4 +{utiliser, éviter, typer, ...} {trou, entrée, cheminée, ...} 4 +{verser} {oeuf} 4 +{égoutter, remplacer, sécher} {farine, ingrédient, jaune-d'oeuf, ...} 4 +{égoutter, remplacer, sécher} {jus, eau, grain, ...} 4 +{égoutter, remplacer, sécher} {sauce, vinaigrette, béchamel, ...} 4 +{émietter, écraser, délayer, ...} {bouillon, gelée, appareil, ...} 4 +{émietter, écraser, délayer, ...} {pain, galette, brick, ...} 4 +{émincer, faire-suer, caraméliser, ...} {chair, citron, tête, ...} 4 +{émincer, faire-suer, caraméliser, ...} {persil, ciboulette, basilic, ...} 4 +{émincer, faire-suer, caraméliser, ...} {reste, filet, fromage, ...} 4 +{étaler, dérouler, étendre, ...} {feu, quantité, être, ...} 4 +{étaler, dérouler, étendre, ...} {salade, radis, roquette, ...} 4 +{étaler, dérouler, étendre, ...} {tout, ensemble} 4 +{ajouter, rajouter} {assaisonnement, cuisson, élasticité} 3 +{ajouter, rajouter} {boule, boulette, triangle, ...} 3 +{ajouter, rajouter} {pâte, pâte-feuilletée, pâte-brisée, ...} 3 +{ajouter, rajouter} {tout, ensemble} 3 +{avoir, prendre} {coquille, huître, croûte, ...} 3 +{avoir, prendre} {crevette, morceau, foie, ...} 3 +{avoir, prendre} {fond, dessus, assiette, ...} 3 +{avoir, prendre} {purée, mayonnais, farce, ...} 3 +{baisser, augmenter, éteindre, ...} {purée, mayonnais, farce, ...} 3 +{battre, casser, fouetter, ...} {reste, filet, fromage, ...} 3 +{chauffer, émulsionner, porter, ...} {farine, ingrédient, jaune-d'oeuf, ...} 3 +{couper, découper, détailler, ...} {coquille, huître, croûte, ...} 3 +{couper, découper, détailler, ...} {fond, dessus, assiette, ...} 3 +{couper, découper, détailler, ...} {soupe, velouté, potage, ...} 3 +{cuire, écaler, écosser, ...} {bouillon, gelée, appareil, ...} 3 +{cuire, écaler, écosser, ...} {huile, lait, vinaigre, ...} 3 +{cuire, écaler, écosser, ...} {purée, mayonnais, farce, ...} 3 +{cuire, écaler, écosser, ...} {salade, radis, roquette, ...} 3 +{cuire, écaler, écosser, ...} {sel, dé, gruyère, ...} 3 +{disposer, déposer, placer, ...} {beurre, gélatine, matière, ...} 3 +{disposer, déposer, placer, ...} {crème, crème-fraîche, sucre, ...} 3 +{donner, épater, apporter, ...} {bord, opération, côté, ...} 3 +{décortiquer, dénerver, pocher, ...} {tranche, rondelle, lamelle, ...} 3 +{enlever, retirer, ôter, ...} {carotte, courgette, concombre, ...} 3 +{enlever, retirer, ôter, ...} {pâtes, riz, haricot, ...} 3 +{faire, constituer, réaliser, ...} {crevette, morceau, foie, ...} 3 +{faire, constituer, réaliser, ...} {cuillère, couche, moitié, ...} 3 +{faire, constituer, réaliser, ...} {fond, dessus, assiette, ...} 3 +{faire-revenir, dorer, revenir, ...} {fond, dessus, assiette, ...} 3 +{faire-revenir, dorer, revenir, ...} {reste, filet, fromage, ...} 3 +{fondre, ramollir, dissoudre, ...} {peau, graine, pépin, ...} 3 +{garder, conserver, réserver, ...} {champignon, poireau, légume, ...} 3 +{garder, conserver, réserver, ...} {oignon, échalote} 3 +{garder, conserver, réserver, ...} {pain, galette, brick, ...} 3 +{garder, conserver, réserver, ...} {tomate, poivron, aubergine, ...} 3 +{garnir, remplir, sortir, ...} {pomme-de-terre, asperge, oeuf-dur, ...} 3 +{griller, tremper, concasser, ...} {cuillère, couche, moitié, ...} 3 +{griller, tremper, concasser, ...} {foie-gras, chapeau, extrémité, ...} 3 +{griller, tremper, concasser, ...} {fond, dessus, assiette, ...} 3 +{griller, tremper, concasser, ...} {préparation, mélange, contenu, ...} 3 +{griller, tremper, concasser, ...} {reste, filet, fromage, ...} 3 +{griller, tremper, concasser, ...} {thon, levure, roquefort, ...} 3 +{hacher, ciseler, dénoyauter, ...} {blanc, jaune, blanc-d'oeufs, ...} 3 +{hacher, ciseler, dénoyauter, ...} {foie-gras, chapeau, extrémité, ...} 3 +{hacher, ciseler, dénoyauter, ...} {noix, épinard, escargot, ...} 3 +{incorporer, monter} {boule, boulette, triangle, ...} 3 +{incorporer, monter} {pain, galette, brick, ...} 3 +{jeter, plonger, farcir, ...} {minute, pendant, nuit, ...} 3 +{jeter, plonger, farcir, ...} {moule, moule-à-tarte, plaque, ...} 3 +{jeter, plonger, farcir, ...} {oignon, échalote} 3 +{jeter, plonger, farcir, ...} {reste, filet, fromage, ...} 3 +{jeter, plonger, farcir, ...} {saumon, viande, jambon, ...} 3 +{laisser, mijoter, enfourner, ...} {coquille, huître, croûte, ...} 3 +{laisser, mijoter, enfourner, ...} {feu, quantité, être, ...} 3 +{laisser, mijoter, enfourner, ...} {oignon, échalote} 3 +{laisser, mijoter, enfourner, ...} {pomme-de-terre, asperge, oeuf-dur, ...} 3 +{laisser, mijoter, enfourner, ...} {pâtes, riz, haricot, ...} 3 +{laisser, mijoter, enfourner, ...} {reste, filet, fromage, ...} 3 +{laisser, mijoter, enfourner, ...} {salade, radis, roquette, ...} 3 +{laver, nettoyer, rincer, ...} {crevette, morceau, foie, ...} 3 +{mettre} {goût, recette, saveur, ...} 3 +{mettre} {moule, moule-à-tarte, plaque, ...} 3 +{mettre} {oeuf} 3 +{mettre} {poêle, casserole, soja, ...} 3 +{mixer, remuer, tasser, ...} {foie-gras, chapeau, extrémité, ...} 3 +{mixer, remuer, tasser, ...} {thon, levure, roquefort, ...} 3 +{mélanger, lier, tamiser, ...} {ail, gousse-d'ail, gousse, ...} 3 +{mélanger, lier, tamiser, ...} {coquille, huître, croûte, ...} 3 +{mélanger, lier, tamiser, ...} {goût, recette, saveur, ...} 3 +{mélanger, lier, tamiser, ...} {noix, épinard, escargot, ...} 3 +{obtenir} {tranche, rondelle, lamelle, ...} 3 +{passer, remettre, réchauffer, ...} {beurre, gélatine, matière, ...} 3 +{passer, remettre, réchauffer, ...} {intérieur, fois, brochette, ...} 3 +{passer, remettre, réchauffer, ...} {pâtes, riz, haricot, ...} 3 +{piquer, badigeonner, décorer, ...} {pain, galette, brick, ...} 3 +{piquer, badigeonner, décorer, ...} {saumon, viande, jambon, ...} 3 +{poser, rouler, refermer, ...} {carotte, courgette, concombre, ...} 3 +{poser, rouler, refermer, ...} {champignon, poireau, légume, ...} 3 +{poser, rouler, refermer, ...} {thon, levure, roquefort, ...} 3 +{préchauffer, allumer} {feu, quantité, être, ...} 3 +{préférer, voir, suivre, ...} {oeuf} 3 +{préférer, voir, suivre, ...} {sauce, vinaigrette, béchamel, ...} 3 +{préparer} {boule, boulette, triangle, ...} 3 +{préparer} {crevette, morceau, foie, ...} 3 +{préparer} {farine, ingrédient, jaune-d'oeuf, ...} 3 +{préparer} {jus, eau, grain, ...} 3 +{préparer} {lardon, tranche-de-pain, pignon, ...} 3 +{préparer} {moule, moule-à-tarte, plaque, ...} 3 +{préparer} {préparation, mélange, contenu, ...} 3 +{rabattre, souder, répéter, ...} {feuille, crêpe, pointe, ...} 3 +{recouvrir, saupoudrer, couvrir, ...} {foie-gras, chapeau, extrémité, ...} 3 +{recouvrir, saupoudrer, couvrir, ...} {salade, radis, roquette, ...} 3 +{recouvrir, saupoudrer, couvrir, ...} {saumon, viande, jambon, ...} 3 +{rendre, saucer, filtrer, ...} {champignon, poireau, légume, ...} 3 +{rendre, saucer, filtrer, ...} {foie-gras, chapeau, extrémité, ...} 3 +{rendre, saucer, filtrer, ...} {huile, lait, vinaigre, ...} 3 +{rendre, saucer, filtrer, ...} {noix, épinard, escargot, ...} 3 +{rendre, saucer, filtrer, ...} {trou, entrée, cheminée, ...} 3 +{récupérer, presser, séparer, ...} {feuille, crêpe, pointe, ...} 3 +{récupérer, presser, séparer, ...} {tout, ensemble} 3 +{répartir, arroser, assaisonner, ...} {soupe, velouté, potage, ...} 3 +{servir, accompagner, démouler, ...} {foie-gras, chapeau, extrémité, ...} 3 +{servir, accompagner, démouler, ...} {sel, dé, gruyère, ...} 3 +{servir, accompagner, démouler, ...} {tranche, rondelle, lamelle, ...} 3 +{utiliser, éviter, typer, ...} {crevette, morceau, foie, ...} 3 +{utiliser, éviter, typer, ...} {farine, ingrédient, jaune-d'oeuf, ...} 3 +{utiliser, éviter, typer, ...} {goût, recette, saveur, ...} 3 +{utiliser, éviter, typer, ...} {peau, graine, pépin, ...} 3 +{utiliser, éviter, typer, ...} {pâtes, riz, haricot, ...} 3 +{verser} {coquille, huître, croûte, ...} 3 +{verser} {lardon, tranche-de-pain, pignon, ...} 3 +{verser} {oignon, échalote} 3 +{verser} {tranche, rondelle, lamelle, ...} 3 +{égoutter, remplacer, sécher} {chair, citron, tête, ...} 3 +{égoutter, remplacer, sécher} {foie-gras, chapeau, extrémité, ...} 3 +{égoutter, remplacer, sécher} {minute, pendant, nuit, ...} 3 +{émietter, écraser, délayer, ...} {cuillère, couche, moitié, ...} 3 +{émietter, écraser, délayer, ...} {pâte, pâte-feuilletée, pâte-brisée, ...} 3 +{étaler, dérouler, étendre, ...} {bouillon, gelée, appareil, ...} 3 +{étaler, dérouler, étendre, ...} {noix, épinard, escargot, ...} 3 +{ajouter, rajouter} {pain, galette, brick, ...} 2 +{ajouter, rajouter} {soupe, velouté, potage, ...} 2 +{avoir, prendre} {champignon, poireau, légume, ...} 2 +{avoir, prendre} {farine, ingrédient, jaune-d'oeuf, ...} 2 +{avoir, prendre} {pain, galette, brick, ...} 2 +{avoir, prendre} {préparation, mélange, contenu, ...} 2 +{avoir, prendre} {pâtes, riz, haricot, ...} 2 +{avoir, prendre} {trou, entrée, cheminée, ...} 2 +{baisser, augmenter, éteindre, ...} {minute, pendant, nuit, ...} 2 +{battre, casser, fouetter, ...} {beurre, gélatine, matière, ...} 2 +{battre, casser, fouetter, ...} {bol, la, cercle, ...} 2 +{battre, casser, fouetter, ...} {goût, recette, saveur, ...} 2 +{battre, casser, fouetter, ...} {huile, lait, vinaigre, ...} 2 +{battre, casser, fouetter, ...} {purée, mayonnais, farce, ...} 2 +{battre, casser, fouetter, ...} {sauce, vinaigrette, béchamel, ...} 2 +{beurrer, tapisser, foncer, ...} {boule, boulette, triangle, ...} 2 +{beurrer, tapisser, foncer, ...} {feuille, crêpe, pointe, ...} 2 +{beurrer, tapisser, foncer, ...} {pâte, pâte-feuilletée, pâte-brisée, ...} 2 +{beurrer, tapisser, foncer, ...} {tomate, poivron, aubergine, ...} 2 +{beurrer, tapisser, foncer, ...} {tranche, rondelle, lamelle, ...} 2 +{chauffer, émulsionner, porter, ...} {coquille, huître, croûte, ...} 2 +{chauffer, émulsionner, porter, ...} {fond, dessus, assiette, ...} 2 +{chauffer, émulsionner, porter, ...} {pain, galette, brick, ...} 2 +{couper, découper, détailler, ...} {assaisonnement, cuisson, élasticité} 2 +{couper, découper, détailler, ...} {boule, boulette, triangle, ...} 2 +{couper, découper, détailler, ...} {farine, ingrédient, jaune-d'oeuf, ...} 2 +{cuire, écaler, écosser, ...} {foie-gras, chapeau, extrémité, ...} 2 +{cuire, écaler, écosser, ...} {terrine, plat, ramequin, ...} 2 +{disposer, déposer, placer, ...} {blanc, jaune, blanc-d'oeufs, ...} 2 +{disposer, déposer, placer, ...} {bord, opération, côté, ...} 2 +{disposer, déposer, placer, ...} {huile, lait, vinaigre, ...} 2 +{disposer, déposer, placer, ...} {minute, pendant, nuit, ...} 2 +{disposer, déposer, placer, ...} {sauce, vinaigrette, béchamel, ...} 2 +{donner, épater, apporter, ...} {foie-gras, chapeau, extrémité, ...} 2 +{donner, épater, apporter, ...} {soupe, velouté, potage, ...} 2 +{donner, épater, apporter, ...} {terrine, plat, ramequin, ...} 2 +{décortiquer, dénerver, pocher, ...} {chair, citron, tête, ...} 2 +{décortiquer, dénerver, pocher, ...} {farine, ingrédient, jaune-d'oeuf, ...} 2 +{décortiquer, dénerver, pocher, ...} {jus, eau, grain, ...} 2 +{décortiquer, dénerver, pocher, ...} {lardon, tranche-de-pain, pignon, ...} 2 +{décortiquer, dénerver, pocher, ...} {oeuf} 2 +{décortiquer, dénerver, pocher, ...} {sel, dé, gruyère, ...} 2 +{décortiquer, dénerver, pocher, ...} {tomate, poivron, aubergine, ...} 2 +{enlever, retirer, ôter, ...} {boule, boulette, triangle, ...} 2 +{enlever, retirer, ôter, ...} {feu, quantité, être, ...} 2 +{enlever, retirer, ôter, ...} {goût, recette, saveur, ...} 2 +{enlever, retirer, ôter, ...} {huile, lait, vinaigre, ...} 2 +{enlever, retirer, ôter, ...} {terrine, plat, ramequin, ...} 2 +{enlever, retirer, ôter, ...} {tout, ensemble} 2 +{faire, constituer, réaliser, ...} {beurre, gélatine, matière, ...} 2 +{faire, constituer, réaliser, ...} {foie-gras, chapeau, extrémité, ...} 2 +{faire, constituer, réaliser, ...} {pâtes, riz, haricot, ...} 2 +{faire-revenir, dorer, revenir, ...} {beurre, gélatine, matière, ...} 2 +{faire-revenir, dorer, revenir, ...} {bord, opération, côté, ...} 2 +{faire-revenir, dorer, revenir, ...} {chair, citron, tête, ...} 2 +{faire-revenir, dorer, revenir, ...} {intérieur, fois, brochette, ...} 2 +{faire-revenir, dorer, revenir, ...} {peau, graine, pépin, ...} 2 +{faire-revenir, dorer, revenir, ...} {préparation, mélange, contenu, ...} 2 +{fondre, ramollir, dissoudre, ...} {huile, lait, vinaigre, ...} 2 +{fondre, ramollir, dissoudre, ...} {lardon, tranche-de-pain, pignon, ...} 2 +{fondre, ramollir, dissoudre, ...} {sel, dé, gruyère, ...} 2 +{fondre, ramollir, dissoudre, ...} {thon, levure, roquefort, ...} 2 +{former, fermer, confectionner, ...} {sauce, vinaigrette, béchamel, ...} 2 +{former, fermer, confectionner, ...} {trou, entrée, cheminée, ...} 2 +{garder, conserver, réserver, ...} {bord, opération, côté, ...} 2 +{garder, conserver, réserver, ...} {pomme-de-terre, asperge, oeuf-dur, ...} 2 +{garnir, remplir, sortir, ...} {cuillère, couche, moitié, ...} 2 +{garnir, remplir, sortir, ...} {four, grill, gril} 2 +{garnir, remplir, sortir, ...} {reste, filet, fromage, ...} 2 +{garnir, remplir, sortir, ...} {salade, radis, roquette, ...} 2 +{garnir, remplir, sortir, ...} {thon, levure, roquefort, ...} 2 +{griller, tremper, concasser, ...} {boule, boulette, triangle, ...} 2 +{griller, tremper, concasser, ...} {carotte, courgette, concombre, ...} 2 +{griller, tremper, concasser, ...} {intérieur, fois, brochette, ...} 2 +{griller, tremper, concasser, ...} {terrine, plat, ramequin, ...} 2 +{hacher, ciseler, dénoyauter, ...} {coquille, huître, croûte, ...} 2 +{hacher, ciseler, dénoyauter, ...} {farine, ingrédient, jaune-d'oeuf, ...} 2 +{hacher, ciseler, dénoyauter, ...} {préparation, mélange, contenu, ...} 2 +{incorporer, monter} {feuille, crêpe, pointe, ...} 2 +{incorporer, monter} {pâtes, riz, haricot, ...} 2 +{incorporer, monter} {terrine, plat, ramequin, ...} 2 +{jeter, plonger, farcir, ...} {ail, gousse-d'ail, gousse, ...} 2 +{jeter, plonger, farcir, ...} {bouillon, gelée, appareil, ...} 2 +{jeter, plonger, farcir, ...} {farine, ingrédient, jaune-d'oeuf, ...} 2 +{jeter, plonger, farcir, ...} {oeuf} 2 +{jeter, plonger, farcir, ...} {pain, galette, brick, ...} 2 +{jeter, plonger, farcir, ...} {poêle, casserole, soja, ...} 2 +{jeter, plonger, farcir, ...} {tranche, rondelle, lamelle, ...} 2 +{laisser, mijoter, enfourner, ...} {assaisonnement, cuisson, élasticité} 2 +{laisser, mijoter, enfourner, ...} {bord, opération, côté, ...} 2 +{laisser, mijoter, enfourner, ...} {carotte, courgette, concombre, ...} 2 +{laisser, mijoter, enfourner, ...} {champignon, poireau, légume, ...} 2 +{laisser, mijoter, enfourner, ...} {crème, crème-fraîche, sucre, ...} 2 +{laisser, mijoter, enfourner, ...} {moule, moule-à-tarte, plaque, ...} 2 +{laisser, mijoter, enfourner, ...} {noix, épinard, escargot, ...} 2 +{mettre} {feu, quantité, être, ...} 2 +{mettre} {minute, pendant, nuit, ...} 2 +{mixer, remuer, tasser, ...} {ail, gousse-d'ail, gousse, ...} 2 +{mixer, remuer, tasser, ...} {oeuf} 2 +{mixer, remuer, tasser, ...} {oignon, échalote} 2 +{mixer, remuer, tasser, ...} {purée, mayonnais, farce, ...} 2 +{mixer, remuer, tasser, ...} {pâtes, riz, haricot, ...} 2 +{mixer, remuer, tasser, ...} {salade, radis, roquette, ...} 2 +{mixer, remuer, tasser, ...} {tranche, rondelle, lamelle, ...} 2 +{mélanger, lier, tamiser, ...} {poêle, casserole, soja, ...} 2 +{mélanger, lier, tamiser, ...} {pâte, pâte-feuilletée, pâte-brisée, ...} 2 +{obtenir} {coquille, huître, croûte, ...} 2 +{obtenir} {cuillère, couche, moitié, ...} 2 +{obtenir} {terrine, plat, ramequin, ...} 2 +{passer, remettre, réchauffer, ...} {ail, gousse-d'ail, gousse, ...} 2 +{passer, remettre, réchauffer, ...} {chair, citron, tête, ...} 2 +{passer, remettre, réchauffer, ...} {couleur, consistance, texture, ...} 2 +{passer, remettre, réchauffer, ...} {crème, crème-fraîche, sucre, ...} 2 +{passer, remettre, réchauffer, ...} {feu, quantité, être, ...} 2 +{passer, remettre, réchauffer, ...} {four, grill, gril} 2 +{passer, remettre, réchauffer, ...} {lardon, tranche-de-pain, pignon, ...} 2 +{passer, remettre, réchauffer, ...} {pâte, pâte-feuilletée, pâte-brisée, ...} 2 +{piquer, badigeonner, décorer, ...} {foie-gras, chapeau, extrémité, ...} 2 +{piquer, badigeonner, décorer, ...} {tomate, poivron, aubergine, ...} 2 +{piquer, badigeonner, décorer, ...} {trou, entrée, cheminée, ...} 2 +{poser, rouler, refermer, ...} {noix, épinard, escargot, ...} 2 +{poser, rouler, refermer, ...} {poêle, casserole, soja, ...} 2 +{préférer, voir, suivre, ...} {beurre, gélatine, matière, ...} 2 +{préférer, voir, suivre, ...} {pâtes, riz, haricot, ...} 2 +{préparer} {foie-gras, chapeau, extrémité, ...} 2 +{préparer} {oeuf} 2 +{préparer} {pomme-de-terre, asperge, oeuf-dur, ...} 2 +{préparer} {thon, levure, roquefort, ...} 2 +{rabattre, souder, répéter, ...} {boule, boulette, triangle, ...} 2 +{rabattre, souder, répéter, ...} {peau, graine, pépin, ...} 2 +{recouvrir, saupoudrer, couvrir, ...} {carotte, courgette, concombre, ...} 2 +{recouvrir, saupoudrer, couvrir, ...} {crème, crème-fraîche, sucre, ...} 2 +{recouvrir, saupoudrer, couvrir, ...} {oeuf} 2 +{recouvrir, saupoudrer, couvrir, ...} {oignon, échalote} 2 +{recouvrir, saupoudrer, couvrir, ...} {pâtes, riz, haricot, ...} 2 +{rectifier, vérifier, surveiller, ...} {goût, recette, saveur, ...} 2 +{rectifier, vérifier, surveiller, ...} {jus, eau, grain, ...} 2 +{rectifier, vérifier, surveiller, ...} {préparation, mélange, contenu, ...} 2 +{rectifier, vérifier, surveiller, ...} {soupe, velouté, potage, ...} 2 +{rectifier, vérifier, surveiller, ...} {trou, entrée, cheminée, ...} 2 +{rendre, saucer, filtrer, ...} {assaisonnement, cuisson, élasticité} 2 +{rendre, saucer, filtrer, ...} {bol, la, cercle, ...} 2 +{rendre, saucer, filtrer, ...} {crème, crème-fraîche, sucre, ...} 2 +{rendre, saucer, filtrer, ...} {purée, mayonnais, farce, ...} 2 +{rendre, saucer, filtrer, ...} {salade, radis, roquette, ...} 2 +{rendre, saucer, filtrer, ...} {saumon, viande, jambon, ...} 2 +{rendre, saucer, filtrer, ...} {tout, ensemble} 2 +{récupérer, presser, séparer, ...} {bouillon, gelée, appareil, ...} 2 +{récupérer, presser, séparer, ...} {boule, boulette, triangle, ...} 2 +{récupérer, presser, séparer, ...} {crevette, morceau, foie, ...} 2 +{récupérer, presser, séparer, ...} {lardon, tranche-de-pain, pignon, ...} 2 +{récupérer, presser, séparer, ...} {saumon, viande, jambon, ...} 2 +{récupérer, presser, séparer, ...} {tomate, poivron, aubergine, ...} 2 +{récupérer, presser, séparer, ...} {tranche, rondelle, lamelle, ...} 2 +{répartir, arroser, assaisonner, ...} {beurre, gélatine, matière, ...} 2 +{répartir, arroser, assaisonner, ...} {blanc, jaune, blanc-d'oeufs, ...} 2 +{répartir, arroser, assaisonner, ...} {moule, moule-à-tarte, plaque, ...} 2 +{répartir, arroser, assaisonner, ...} {oeuf} 2 +{répartir, arroser, assaisonner, ...} {pain, galette, brick, ...} 2 +{servir, accompagner, démouler, ...} {préparation, mélange, contenu, ...} 2 +{utiliser, éviter, typer, ...} {beurre, gélatine, matière, ...} 2 +{utiliser, éviter, typer, ...} {bouillon, gelée, appareil, ...} 2 +{utiliser, éviter, typer, ...} {champignon, poireau, légume, ...} 2 +{utiliser, éviter, typer, ...} {foie-gras, chapeau, extrémité, ...} 2 +{utiliser, éviter, typer, ...} {jus, eau, grain, ...} 2 +{utiliser, éviter, typer, ...} {persil, ciboulette, basilic, ...} 2 +{utiliser, éviter, typer, ...} {poêle, casserole, soja, ...} 2 +{utiliser, éviter, typer, ...} {tranche, rondelle, lamelle, ...} 2 +{verser} {assaisonnement, cuisson, élasticité} 2 +{verser} {persil, ciboulette, basilic, ...} 2 +{verser} {sel, dé, gruyère, ...} 2 +{verser} {thon, levure, roquefort, ...} 2 +{égoutter, remplacer, sécher} {sel, dé, gruyère, ...} 2 +{égoutter, remplacer, sécher} {tout, ensemble} 2 +{égoutter, remplacer, sécher} {tranche, rondelle, lamelle, ...} 2 +{émietter, écraser, délayer, ...} {bord, opération, côté, ...} 2 +{émietter, écraser, délayer, ...} {coquille, huître, croûte, ...} 2 +{émietter, écraser, délayer, ...} {crème, crème-fraîche, sucre, ...} 2 +{émietter, écraser, délayer, ...} {intérieur, fois, brochette, ...} 2 +{émietter, écraser, délayer, ...} {oeuf} 2 +{émietter, écraser, délayer, ...} {sel, dé, gruyère, ...} 2 +{émietter, écraser, délayer, ...} {trou, entrée, cheminée, ...} 2 +{émincer, faire-suer, caraméliser, ...} {cuillère, couche, moitié, ...} 2 +{émincer, faire-suer, caraméliser, ...} {feuille, crêpe, pointe, ...} 2 +{émincer, faire-suer, caraméliser, ...} {minute, pendant, nuit, ...} 2 +{éplucher, peler, râper} {cuillère, couche, moitié, ...} 2 +{éplucher, peler, râper} {foie-gras, chapeau, extrémité, ...} 2 +{éplucher, peler, râper} {noix, épinard, escargot, ...} 2 +{éplucher, peler, râper} {peau, graine, pépin, ...} 2 +{éplucher, peler, râper} {salade, radis, roquette, ...} 2 +{étaler, dérouler, étendre, ...} {boule, boulette, triangle, ...} 2 +{étaler, dérouler, étendre, ...} {carotte, courgette, concombre, ...} 2 +{étaler, dérouler, étendre, ...} {feuille, crêpe, pointe, ...} 2 +{étaler, dérouler, étendre, ...} {oignon, échalote} 2 +{étaler, dérouler, étendre, ...} {pain, galette, brick, ...} 2 +{étaler, dérouler, étendre, ...} {thon, levure, roquefort, ...} 2 +{étaler, dérouler, étendre, ...} {tomate, poivron, aubergine, ...} 2 +{ajouter, rajouter} {poêle, casserole, soja, ...} 1 +{avoir, prendre} {blanc, jaune, blanc-d'oeufs, ...} 1 +{avoir, prendre} {bord, opération, côté, ...} 1 +{avoir, prendre} {chair, citron, tête, ...} 1 +{avoir, prendre} {crème, crème-fraîche, sucre, ...} 1 +{avoir, prendre} {four, grill, gril} 1 +{avoir, prendre} {oeuf} 1 +{avoir, prendre} {oignon, échalote} 1 +{avoir, prendre} {peau, graine, pépin, ...} 1 +{avoir, prendre} {sel, dé, gruyère, ...} 1 +{avoir, prendre} {thon, levure, roquefort, ...} 1 +{avoir, prendre} {tomate, poivron, aubergine, ...} 1 +{baisser, augmenter, éteindre, ...} {champignon, poireau, légume, ...} 1 +{baisser, augmenter, éteindre, ...} {cuillère, couche, moitié, ...} 1 +{baisser, augmenter, éteindre, ...} {feuille, crêpe, pointe, ...} 1 +{baisser, augmenter, éteindre, ...} {jus, eau, grain, ...} 1 +{baisser, augmenter, éteindre, ...} {pain, galette, brick, ...} 1 +{baisser, augmenter, éteindre, ...} {peau, graine, pépin, ...} 1 +{baisser, augmenter, éteindre, ...} {pâte, pâte-feuilletée, pâte-brisée, ...} 1 +{baisser, augmenter, éteindre, ...} {reste, filet, fromage, ...} 1 +{baisser, augmenter, éteindre, ...} {saumon, viande, jambon, ...} 1 +{baisser, augmenter, éteindre, ...} {trou, entrée, cheminée, ...} 1 +{battre, casser, fouetter, ...} {chair, citron, tête, ...} 1 +{battre, casser, fouetter, ...} {coquille, huître, croûte, ...} 1 +{battre, casser, fouetter, ...} {crevette, morceau, foie, ...} 1 +{battre, casser, fouetter, ...} {intérieur, fois, brochette, ...} 1 +{battre, casser, fouetter, ...} {noix, épinard, escargot, ...} 1 +{battre, casser, fouetter, ...} {pain, galette, brick, ...} 1 +{battre, casser, fouetter, ...} {peau, graine, pépin, ...} 1 +{battre, casser, fouetter, ...} {thon, levure, roquefort, ...} 1 +{beurrer, tapisser, foncer, ...} {bouillon, gelée, appareil, ...} 1 +{beurrer, tapisser, foncer, ...} {carotte, courgette, concombre, ...} 1 +{beurrer, tapisser, foncer, ...} {coquille, huître, croûte, ...} 1 +{beurrer, tapisser, foncer, ...} {goût, recette, saveur, ...} 1 +{beurrer, tapisser, foncer, ...} {noix, épinard, escargot, ...} 1 +{beurrer, tapisser, foncer, ...} {pain, galette, brick, ...} 1 +{beurrer, tapisser, foncer, ...} {préparation, mélange, contenu, ...} 1 +{beurrer, tapisser, foncer, ...} {saumon, viande, jambon, ...} 1 +{beurrer, tapisser, foncer, ...} {sel, dé, gruyère, ...} 1 +{chauffer, émulsionner, porter, ...} {blanc, jaune, blanc-d'oeufs, ...} 1 +{chauffer, émulsionner, porter, ...} {boule, boulette, triangle, ...} 1 +{chauffer, émulsionner, porter, ...} {crevette, morceau, foie, ...} 1 +{chauffer, émulsionner, porter, ...} {goût, recette, saveur, ...} 1 +{chauffer, émulsionner, porter, ...} {intérieur, fois, brochette, ...} 1 +{chauffer, émulsionner, porter, ...} {lardon, tranche-de-pain, pignon, ...} 1 +{chauffer, émulsionner, porter, ...} {noix, épinard, escargot, ...} 1 +{chauffer, émulsionner, porter, ...} {peau, graine, pépin, ...} 1 +{chauffer, émulsionner, porter, ...} {pomme-de-terre, asperge, oeuf-dur, ...} 1 +{chauffer, émulsionner, porter, ...} {salade, radis, roquette, ...} 1 +{chauffer, émulsionner, porter, ...} {saumon, viande, jambon, ...} 1 +{chauffer, émulsionner, porter, ...} {soupe, velouté, potage, ...} 1 +{couper, découper, détailler, ...} {crème, crème-fraîche, sucre, ...} 1 +{couper, découper, détailler, ...} {intérieur, fois, brochette, ...} 1 +{couper, découper, détailler, ...} {minute, pendant, nuit, ...} 1 +{couper, découper, détailler, ...} {préparation, mélange, contenu, ...} 1 +{couper, découper, détailler, ...} {terrine, plat, ramequin, ...} 1 +{couper, découper, détailler, ...} {trou, entrée, cheminée, ...} 1 +{cuire, écaler, écosser, ...} {ail, gousse-d'ail, gousse, ...} 1 +{cuire, écaler, écosser, ...} {chair, citron, tête, ...} 1 +{cuire, écaler, écosser, ...} {coquille, huître, croûte, ...} 1 +{cuire, écaler, écosser, ...} {cuillère, couche, moitié, ...} 1 +{cuire, écaler, écosser, ...} {jus, eau, grain, ...} 1 +{cuire, écaler, écosser, ...} {oignon, échalote} 1 +{cuire, écaler, écosser, ...} {trou, entrée, cheminée, ...} 1 +{disposer, déposer, placer, ...} {ail, gousse-d'ail, gousse, ...} 1 +{donner, épater, apporter, ...} {carotte, courgette, concombre, ...} 1 +{donner, épater, apporter, ...} {feu, quantité, être, ...} 1 +{donner, épater, apporter, ...} {four, grill, gril} 1 +{donner, épater, apporter, ...} {pain, galette, brick, ...} 1 +{donner, épater, apporter, ...} {pâte, pâte-feuilletée, pâte-brisée, ...} 1 +{donner, épater, apporter, ...} {salade, radis, roquette, ...} 1 +{donner, épater, apporter, ...} {tranche, rondelle, lamelle, ...} 1 +{donner, épater, apporter, ...} {trou, entrée, cheminée, ...} 1 +{décortiquer, dénerver, pocher, ...} {ail, gousse-d'ail, gousse, ...} 1 +{décortiquer, dénerver, pocher, ...} {carotte, courgette, concombre, ...} 1 +{décortiquer, dénerver, pocher, ...} {cuillère, couche, moitié, ...} 1 +{décortiquer, dénerver, pocher, ...} {feuille, crêpe, pointe, ...} 1 +{décortiquer, dénerver, pocher, ...} {intérieur, fois, brochette, ...} 1 +{décortiquer, dénerver, pocher, ...} {peau, graine, pépin, ...} 1 +{décortiquer, dénerver, pocher, ...} {pomme-de-terre, asperge, oeuf-dur, ...} 1 +{décortiquer, dénerver, pocher, ...} {salade, radis, roquette, ...} 1 +{décortiquer, dénerver, pocher, ...} {thon, levure, roquefort, ...} 1 +{enlever, retirer, ôter, ...} {cuillère, couche, moitié, ...} 1 +{enlever, retirer, ôter, ...} {farine, ingrédient, jaune-d'oeuf, ...} 1 +{enlever, retirer, ôter, ...} {lardon, tranche-de-pain, pignon, ...} 1 +{enlever, retirer, ôter, ...} {pain, galette, brick, ...} 1 +{enlever, retirer, ôter, ...} {persil, ciboulette, basilic, ...} 1 +{enlever, retirer, ôter, ...} {préparation, mélange, contenu, ...} 1 +{enlever, retirer, ôter, ...} {purée, mayonnais, farce, ...} 1 +{enlever, retirer, ôter, ...} {pâte, pâte-feuilletée, pâte-brisée, ...} 1 +{enlever, retirer, ôter, ...} {soupe, velouté, potage, ...} 1 +{enlever, retirer, ôter, ...} {tranche, rondelle, lamelle, ...} 1 +{faire, constituer, réaliser, ...} {assaisonnement, cuisson, élasticité} 1 +{faire, constituer, réaliser, ...} {coquille, huître, croûte, ...} 1 +{faire, constituer, réaliser, ...} {crème, crème-fraîche, sucre, ...} 1 +{faire, constituer, réaliser, ...} {minute, pendant, nuit, ...} 1 +{faire, constituer, réaliser, ...} {moule, moule-à-tarte, plaque, ...} 1 +{faire, constituer, réaliser, ...} {peau, graine, pépin, ...} 1 +{faire, constituer, réaliser, ...} {reste, filet, fromage, ...} 1 +{faire, constituer, réaliser, ...} {tomate, poivron, aubergine, ...} 1 +{faire-revenir, dorer, revenir, ...} {bouillon, gelée, appareil, ...} 1 +{faire-revenir, dorer, revenir, ...} {cuillère, couche, moitié, ...} 1 +{faire-revenir, dorer, revenir, ...} {farine, ingrédient, jaune-d'oeuf, ...} 1 +{faire-revenir, dorer, revenir, ...} {feuille, crêpe, pointe, ...} 1 +{faire-revenir, dorer, revenir, ...} {pâtes, riz, haricot, ...} 1 +{faire-revenir, dorer, revenir, ...} {salade, radis, roquette, ...} 1 +{fondre, ramollir, dissoudre, ...} {blanc, jaune, blanc-d'oeufs, ...} 1 +{fondre, ramollir, dissoudre, ...} {carotte, courgette, concombre, ...} 1 +{fondre, ramollir, dissoudre, ...} {chair, citron, tête, ...} 1 +{fondre, ramollir, dissoudre, ...} {crevette, morceau, foie, ...} 1 +{fondre, ramollir, dissoudre, ...} {crème, crème-fraîche, sucre, ...} 1 +{fondre, ramollir, dissoudre, ...} {farine, ingrédient, jaune-d'oeuf, ...} 1 +{fondre, ramollir, dissoudre, ...} {pain, galette, brick, ...} 1 +{fondre, ramollir, dissoudre, ...} {poêle, casserole, soja, ...} 1 +{fondre, ramollir, dissoudre, ...} {préparation, mélange, contenu, ...} 1 +{fondre, ramollir, dissoudre, ...} {pâte, pâte-feuilletée, pâte-brisée, ...} 1 +{fondre, ramollir, dissoudre, ...} {tranche, rondelle, lamelle, ...} 1 +{former, fermer, confectionner, ...} {carotte, courgette, concombre, ...} 1 +{former, fermer, confectionner, ...} {crème, crème-fraîche, sucre, ...} 1 +{former, fermer, confectionner, ...} {fond, dessus, assiette, ...} 1 +{former, fermer, confectionner, ...} {intérieur, fois, brochette, ...} 1 +{former, fermer, confectionner, ...} {purée, mayonnais, farce, ...} 1 +{former, fermer, confectionner, ...} {saumon, viande, jambon, ...} 1 +{former, fermer, confectionner, ...} {soupe, velouté, potage, ...} 1 +{former, fermer, confectionner, ...} {tomate, poivron, aubergine, ...} 1 +{garder, conserver, réserver, ...} {assaisonnement, cuisson, élasticité} 1 +{garder, conserver, réserver, ...} {crème, crème-fraîche, sucre, ...} 1 +{garder, conserver, réserver, ...} {fond, dessus, assiette, ...} 1 +{garder, conserver, réserver, ...} {moule, moule-à-tarte, plaque, ...} 1 +{garder, conserver, réserver, ...} {pâte, pâte-feuilletée, pâte-brisée, ...} 1 +{garder, conserver, réserver, ...} {salade, radis, roquette, ...} 1 +{garder, conserver, réserver, ...} {saumon, viande, jambon, ...} 1 +{garder, conserver, réserver, ...} {soupe, velouté, potage, ...} 1 +{garder, conserver, réserver, ...} {terrine, plat, ramequin, ...} 1 +{garder, conserver, réserver, ...} {trou, entrée, cheminée, ...} 1 +{garnir, remplir, sortir, ...} {ail, gousse-d'ail, gousse, ...} 1 +{garnir, remplir, sortir, ...} {beurre, gélatine, matière, ...} 1 +{garnir, remplir, sortir, ...} {bord, opération, côté, ...} 1 +{garnir, remplir, sortir, ...} {bouillon, gelée, appareil, ...} 1 +{garnir, remplir, sortir, ...} {jus, eau, grain, ...} 1 +{garnir, remplir, sortir, ...} {noix, épinard, escargot, ...} 1 +{garnir, remplir, sortir, ...} {peau, graine, pépin, ...} 1 +{garnir, remplir, sortir, ...} {préparation, mélange, contenu, ...} 1 +{garnir, remplir, sortir, ...} {tranche, rondelle, lamelle, ...} 1 +{garnir, remplir, sortir, ...} {trou, entrée, cheminée, ...} 1 +{griller, tremper, concasser, ...} {beurre, gélatine, matière, ...} 1 +{griller, tremper, concasser, ...} {chair, citron, tête, ...} 1 +{griller, tremper, concasser, ...} {moule, moule-à-tarte, plaque, ...} 1 +{griller, tremper, concasser, ...} {oignon, échalote} 1 +{griller, tremper, concasser, ...} {persil, ciboulette, basilic, ...} 1 +{griller, tremper, concasser, ...} {purée, mayonnais, farce, ...} 1 +{griller, tremper, concasser, ...} {pâte, pâte-feuilletée, pâte-brisée, ...} 1 +{griller, tremper, concasser, ...} {saumon, viande, jambon, ...} 1 +{griller, tremper, concasser, ...} {tout, ensemble} 1 +{hacher, ciseler, dénoyauter, ...} {peau, graine, pépin, ...} 1 +{hacher, ciseler, dénoyauter, ...} {pomme-de-terre, asperge, oeuf-dur, ...} 1 +{hacher, ciseler, dénoyauter, ...} {salade, radis, roquette, ...} 1 +{hacher, ciseler, dénoyauter, ...} {sel, dé, gruyère, ...} 1 +{hacher, ciseler, dénoyauter, ...} {tranche, rondelle, lamelle, ...} 1 +{incorporer, monter} {coquille, huître, croûte, ...} 1 +{incorporer, monter} {cuillère, couche, moitié, ...} 1 +{incorporer, monter} {lardon, tranche-de-pain, pignon, ...} 1 +{incorporer, monter} {pomme-de-terre, asperge, oeuf-dur, ...} 1 +{jeter, plonger, farcir, ...} {bord, opération, côté, ...} 1 +{jeter, plonger, farcir, ...} {crème, crème-fraîche, sucre, ...} 1 +{jeter, plonger, farcir, ...} {foie-gras, chapeau, extrémité, ...} 1 +{jeter, plonger, farcir, ...} {salade, radis, roquette, ...} 1 +{jeter, plonger, farcir, ...} {sauce, vinaigrette, béchamel, ...} 1 +{jeter, plonger, farcir, ...} {sel, dé, gruyère, ...} 1 +{laisser, mijoter, enfourner, ...} {ail, gousse-d'ail, gousse, ...} 1 +{laisser, mijoter, enfourner, ...} {beurre, gélatine, matière, ...} 1 +{laisser, mijoter, enfourner, ...} {bouillon, gelée, appareil, ...} 1 +{laisser, mijoter, enfourner, ...} {boule, boulette, triangle, ...} 1 +{laisser, mijoter, enfourner, ...} {chair, citron, tête, ...} 1 +{laisser, mijoter, enfourner, ...} {cuillère, couche, moitié, ...} 1 +{laisser, mijoter, enfourner, ...} {fond, dessus, assiette, ...} 1 +{laisser, mijoter, enfourner, ...} {four, grill, gril} 1 +{laisser, mijoter, enfourner, ...} {huile, lait, vinaigre, ...} 1 +{laisser, mijoter, enfourner, ...} {oeuf} 1 +{laisser, mijoter, enfourner, ...} {thon, levure, roquefort, ...} 1 +{laisser, mijoter, enfourner, ...} {tranche, rondelle, lamelle, ...} 1 +{laisser, mijoter, enfourner, ...} {trou, entrée, cheminée, ...} 1 +{laver, nettoyer, rincer, ...} {ail, gousse-d'ail, gousse, ...} 1 +{laver, nettoyer, rincer, ...} {fond, dessus, assiette, ...} 1 +{laver, nettoyer, rincer, ...} {lardon, tranche-de-pain, pignon, ...} 1 +{laver, nettoyer, rincer, ...} {minute, pendant, nuit, ...} 1 +{laver, nettoyer, rincer, ...} {pain, galette, brick, ...} 1 +{laver, nettoyer, rincer, ...} {poêle, casserole, soja, ...} 1 +{laver, nettoyer, rincer, ...} {préparation, mélange, contenu, ...} 1 +{laver, nettoyer, rincer, ...} {pâte, pâte-feuilletée, pâte-brisée, ...} 1 +{laver, nettoyer, rincer, ...} {saumon, viande, jambon, ...} 1 +{laver, nettoyer, rincer, ...} {sel, dé, gruyère, ...} 1 +{laver, nettoyer, rincer, ...} {terrine, plat, ramequin, ...} 1 +{laver, nettoyer, rincer, ...} {tout, ensemble} 1 +{mettre} {bord, opération, côté, ...} 1 +{mixer, remuer, tasser, ...} {blanc, jaune, blanc-d'oeufs, ...} 1 +{mixer, remuer, tasser, ...} {bouillon, gelée, appareil, ...} 1 +{mixer, remuer, tasser, ...} {coquille, huître, croûte, ...} 1 +{mixer, remuer, tasser, ...} {crème, crème-fraîche, sucre, ...} 1 +{mixer, remuer, tasser, ...} {fond, dessus, assiette, ...} 1 +{mixer, remuer, tasser, ...} {pain, galette, brick, ...} 1 +{mixer, remuer, tasser, ...} {sel, dé, gruyère, ...} 1 +{mélanger, lier, tamiser, ...} {feuille, crêpe, pointe, ...} 1 +{mélanger, lier, tamiser, ...} {intérieur, fois, brochette, ...} 1 +{mélanger, lier, tamiser, ...} {lardon, tranche-de-pain, pignon, ...} 1 +{mélanger, lier, tamiser, ...} {minute, pendant, nuit, ...} 1 +{mélanger, lier, tamiser, ...} {peau, graine, pépin, ...} 1 +{mélanger, lier, tamiser, ...} {pomme-de-terre, asperge, oeuf-dur, ...} 1 +{mélanger, lier, tamiser, ...} {soupe, velouté, potage, ...} 1 +{mélanger, lier, tamiser, ...} {trou, entrée, cheminée, ...} 1 +{obtenir} {crevette, morceau, foie, ...} 1 +{obtenir} {goût, recette, saveur, ...} 1 +{obtenir} {huile, lait, vinaigre, ...} 1 +{obtenir} {intérieur, fois, brochette, ...} 1 +{obtenir} {jus, eau, grain, ...} 1 +{obtenir} {oignon, échalote} 1 +{obtenir} {pomme-de-terre, asperge, oeuf-dur, ...} 1 +{obtenir} {saumon, viande, jambon, ...} 1 +{passer, remettre, réchauffer, ...} {blanc, jaune, blanc-d'oeufs, ...} 1 +{passer, remettre, réchauffer, ...} {fond, dessus, assiette, ...} 1 +{passer, remettre, réchauffer, ...} {oignon, échalote} 1 +{passer, remettre, réchauffer, ...} {peau, graine, pépin, ...} 1 +{passer, remettre, réchauffer, ...} {persil, ciboulette, basilic, ...} 1 +{passer, remettre, réchauffer, ...} {poêle, casserole, soja, ...} 1 +{passer, remettre, réchauffer, ...} {purée, mayonnais, farce, ...} 1 +{passer, remettre, réchauffer, ...} {sel, dé, gruyère, ...} 1 +{passer, remettre, réchauffer, ...} {tomate, poivron, aubergine, ...} 1 +{piquer, badigeonner, décorer, ...} {bouillon, gelée, appareil, ...} 1 +{piquer, badigeonner, décorer, ...} {carotte, courgette, concombre, ...} 1 +{piquer, badigeonner, décorer, ...} {couleur, consistance, texture, ...} 1 +{piquer, badigeonner, décorer, ...} {goût, recette, saveur, ...} 1 +{piquer, badigeonner, décorer, ...} {lardon, tranche-de-pain, pignon, ...} 1 +{piquer, badigeonner, décorer, ...} {oignon, échalote} 1 +{piquer, badigeonner, décorer, ...} {purée, mayonnais, farce, ...} 1 +{piquer, badigeonner, décorer, ...} {sauce, vinaigrette, béchamel, ...} 1 +{piquer, badigeonner, décorer, ...} {tout, ensemble} 1 +{poser, rouler, refermer, ...} {farine, ingrédient, jaune-d'oeuf, ...} 1 +{poser, rouler, refermer, ...} {lardon, tranche-de-pain, pignon, ...} 1 +{poser, rouler, refermer, ...} {minute, pendant, nuit, ...} 1 +{préchauffer, allumer} {bol, la, cercle, ...} 1 +{préchauffer, allumer} {huile, lait, vinaigre, ...} 1 +{préchauffer, allumer} {soupe, velouté, potage, ...} 1 +{préférer, voir, suivre, ...} {four, grill, gril} 1 +{préparer} {feu, quantité, être, ...} 1 +{préparer} {minute, pendant, nuit, ...} 1 +{préparer} {noix, épinard, escargot, ...} 1 +{préparer} {poêle, casserole, soja, ...} 1 +{préparer} {pâtes, riz, haricot, ...} 1 +{préparer} {reste, filet, fromage, ...} 1 +{préparer} {tranche, rondelle, lamelle, ...} 1 +{rabattre, souder, répéter, ...} {pain, galette, brick, ...} 1 +{rabattre, souder, répéter, ...} {pâtes, riz, haricot, ...} 1 +{rabattre, souder, répéter, ...} {reste, filet, fromage, ...} 1 +{rabattre, souder, répéter, ...} {saumon, viande, jambon, ...} 1 +{rabattre, souder, répéter, ...} {terrine, plat, ramequin, ...} 1 +{rabattre, souder, répéter, ...} {tout, ensemble} 1 +{rabattre, souder, répéter, ...} {tranche, rondelle, lamelle, ...} 1 +{recouvrir, saupoudrer, couvrir, ...} {blanc, jaune, blanc-d'oeufs, ...} 1 +{recouvrir, saupoudrer, couvrir, ...} {bord, opération, côté, ...} 1 +{recouvrir, saupoudrer, couvrir, ...} {chair, citron, tête, ...} 1 +{recouvrir, saupoudrer, couvrir, ...} {goût, recette, saveur, ...} 1 +{recouvrir, saupoudrer, couvrir, ...} {intérieur, fois, brochette, ...} 1 +{recouvrir, saupoudrer, couvrir, ...} {jus, eau, grain, ...} 1 +{recouvrir, saupoudrer, couvrir, ...} {minute, pendant, nuit, ...} 1 +{recouvrir, saupoudrer, couvrir, ...} {noix, épinard, escargot, ...} 1 +{recouvrir, saupoudrer, couvrir, ...} {préparation, mélange, contenu, ...} 1 +{recouvrir, saupoudrer, couvrir, ...} {sauce, vinaigrette, béchamel, ...} 1 +{rectifier, vérifier, surveiller, ...} {fond, dessus, assiette, ...} 1 +{rectifier, vérifier, surveiller, ...} {four, grill, gril} 1 +{rectifier, vérifier, surveiller, ...} {lardon, tranche-de-pain, pignon, ...} 1 +{rectifier, vérifier, surveiller, ...} {minute, pendant, nuit, ...} 1 +{rectifier, vérifier, surveiller, ...} {persil, ciboulette, basilic, ...} 1 +{rectifier, vérifier, surveiller, ...} {reste, filet, fromage, ...} 1 +{rectifier, vérifier, surveiller, ...} {tranche, rondelle, lamelle, ...} 1 +{rendre, saucer, filtrer, ...} {ail, gousse-d'ail, gousse, ...} 1 +{rendre, saucer, filtrer, ...} {blanc, jaune, blanc-d'oeufs, ...} 1 +{rendre, saucer, filtrer, ...} {boule, boulette, triangle, ...} 1 +{rendre, saucer, filtrer, ...} {couleur, consistance, texture, ...} 1 +{rendre, saucer, filtrer, ...} {cuillère, couche, moitié, ...} 1 +{rendre, saucer, filtrer, ...} {fond, dessus, assiette, ...} 1 +{rendre, saucer, filtrer, ...} {goût, recette, saveur, ...} 1 +{rendre, saucer, filtrer, ...} {lardon, tranche-de-pain, pignon, ...} 1 +{rendre, saucer, filtrer, ...} {minute, pendant, nuit, ...} 1 +{rendre, saucer, filtrer, ...} {oeuf} 1 +{rendre, saucer, filtrer, ...} {peau, graine, pépin, ...} 1 +{rendre, saucer, filtrer, ...} {persil, ciboulette, basilic, ...} 1 +{rendre, saucer, filtrer, ...} {terrine, plat, ramequin, ...} 1 +{rendre, saucer, filtrer, ...} {tomate, poivron, aubergine, ...} 1 +{récupérer, presser, séparer, ...} {bord, opération, côté, ...} 1 +{récupérer, presser, séparer, ...} {champignon, 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vinaigre, ...} 1 +{étaler, dérouler, étendre, ...} {lardon, tranche-de-pain, pignon, ...} 1 +{étaler, dérouler, étendre, ...} {minute, pendant, nuit, ...} 1 +{étaler, dérouler, étendre, ...} {peau, graine, pépin, ...} 1 +{étaler, dérouler, étendre, ...} {sauce, vinaigrette, béchamel, ...} 1 +{étaler, dérouler, étendre, ...} {saumon, viande, jambon, ...} 1 +{étaler, dérouler, étendre, ...} {sel, dé, gruyère, ...} 1 +{étaler, dérouler, étendre, ...} {terrine, plat, ramequin, ...} 1 + diff --git a/test/LearningTest/TestCoclustering/Standard/FormatFichier/results.ref/UTF8Coclustering.khcj b/test/LearningTest/TestCoclustering/Standard/FormatFichier/results.ref/UTF8Coclustering.khcj new file mode 100644 index 000000000..994ddc714 --- /dev/null +++ b/test/LearningTest/TestCoclustering/Standard/FormatFichier/results.ref/UTF8Coclustering.khcj @@ -0,0 +1,4233 @@ +{ + "tool": "Khiops Coclustering", + "version": "10.1.5", + "shortDescription": "", + "coclusteringReport": { + "summary": { + 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+ }, + "khiops_encoding": "utf8" +} diff --git a/test/LearningTest/TestCoclustering/Standard/FormatFichier/results.ref/err.txt b/test/LearningTest/TestCoclustering/Standard/FormatFichier/results.ref/err.txt new file mode 100644 index 000000000..c399986bf --- /dev/null +++ b/test/LearningTest/TestCoclustering/Standard/FormatFichier/results.ref/err.txt @@ -0,0 +1,23 @@ +Database ./CoupleUTF8.txt : Read records: 8152 Selected records: 8151 +Database ./CoupleUTF8.txt : Total frequency: 22,377 + 0:00:00 Write intermediate coclustering report UTF8Coclustering(1).khc Level: 0.00705275 Size: 3*2 Granularity: 6 + 0:00:00 Write intermediate coclustering report UTF8Coclustering(2).khc Level: 0.0293564 Size: 12*10 Granularity: 7 + 0:00:00 Write intermediate coclustering report UTF8Coclustering(3).khc Level: 0.0455938 Size: 21*20 Granularity: 8 + 0:00:00 Write intermediate coclustering report UTF8Coclustering(4).khc Level: 0.0690923 Size: 39*43 Granularity: 10 + 0:00:03 Write intermediate coclustering report UTF8Coclustering(5).khc Level: 0.0794314 Size: 51*58 + 0:00:14 Write intermediate coclustering report UTF8Coclustering(6).khc Level: 0.0795138 Size: 51*58 + 0:00:16 Write intermediate coclustering report UTF8Coclustering(7).khc Level: 0.0795775 Size: 51*58 + 0:00:18 Write intermediate coclustering report UTF8Coclustering(8).khc Level: 0.079656 Size: 50*58 + 0:00:20 Write intermediate coclustering report UTF8Coclustering(9).khc Level: 0.0796594 Size: 50*58 + 0:00:21 Write intermediate coclustering report UTF8Coclustering(10).khc Level: 0.0796607 Size: 50*57 + 0:00:23 Write intermediate coclustering report UTF8Coclustering(11).khc Level: 0.0797303 Size: 50*57 + 0:00:25 Write intermediate coclustering report UTF8Coclustering(12).khc Level: 0.0798532 Size: 49*57 + 0:00:36 Write intermediate coclustering report UTF8Coclustering(13).khc Level: 0.0800995 Size: 49*56 + 0:00:37 Write intermediate coclustering report UTF8Coclustering(14).khc Level: 0.0801133 Size: 49*55 + 0:00:39 Write intermediate coclustering report UTF8Coclustering(15).khc Level: 0.0801977 Size: 48*54 + 0:00:40 Write intermediate coclustering report UTF8Coclustering(16).khc Level: 0.080254 Size: 48*54 + 0:00:44 Write intermediate coclustering report UTF8Coclustering(17).khc Level: 0.0805265 Size: 48*53 + 0:01:03 Write intermediate coclustering report UTF8Coclustering(18).khc Level: 0.080528 Size: 48*53 +Write coclustering report ./results\UTF8Coclustering.khc +Coclustering analysis time: 0:01:05.03 + diff --git a/test/LearningTest/TestCoclustering/Standard/FormatFichier/results.ref/time.log b/test/LearningTest/TestCoclustering/Standard/FormatFichier/results.ref/time.log new file mode 100644 index 000000000..1e39c4f25 --- /dev/null +++ b/test/LearningTest/TestCoclustering/Standard/FormatFichier/results.ref/time.log @@ -0,0 +1 @@ +Overal time: 65.114511013031 diff --git a/test/LearningTest/TestCoclustering/Standard/FormatFichier/test.prm b/test/LearningTest/TestCoclustering/Standard/FormatFichier/test.prm new file mode 100644 index 000000000..3bb945474 --- /dev/null +++ b/test/LearningTest/TestCoclustering/Standard/FormatFichier/test.prm @@ -0,0 +1,47 @@ +// Mon Jul 11 10:35:30 2011 +// C:\Users\boullema\Learning\Win32\debug\MODL_Coclustering +// Output command file +// +//This file contains recorded commands, that can be replayed. +//Commands are based on user interactions: +// field update +// list item selection +// menu action +//Every command can be commented, using //. +//For example, commenting the last Exit command will allow other +//user interactions, after the commands have been replayed. +// +// + +// -> Khiops Coclustering +ClassManagement.OpenFile // Open... + +// -> Open +ClassFileName ./Couple.kdic // Dictionary file +OK // Open +// <- Open + +AnalysisSpec.CoclusteringParameters.Attributes.InsertItemAfter // Insert variable +AnalysisSpec.CoclusteringParameters.Attributes.Name ver // Name +AnalysisSpec.CoclusteringParameters.Attributes.InsertItemAfter // Insert variable +AnalysisSpec.CoclusteringParameters.Attributes.Name nom // Name + +AnalysisSpec.CoclusteringParameters.FrequencyAttribute fre // Frequency variable + +//AnalysisSpec.SystemParameters.OptimizationTime 0 // Optimization time in seconds +AnalysisResults.ResultFilesDirectory ./results // Result files directory + + +Database.DatabaseFiles.List.Key Couple // List item selection +Database.DatabaseFiles.DataTableName ./CoupleUTF8.txt // Database file + +AnalysisResults.ResultFilesPrefix UTF8 // Result files prefix +BuildCoclustering // Build coclustering + +Exit // Close +// <- Khiops Coclustering + + +// -> Khiops Coclustering +OK // Close +// <- Khiops Coclustering diff --git a/test/LearningTest/TestCoclustering/Standard/HierarchicalRanking/Dhaleine.txt b/test/LearningTest/TestCoclustering/Standard/HierarchicalRanking/Dhaleine.txt new file mode 100644 index 000000000..5855ac177 --- /dev/null +++ b/test/LearningTest/TestCoclustering/Standard/HierarchicalRanking/Dhaleine.txt @@ -0,0 +1,7809 @@ +idCommentaire TOKEN TYPE FREQ TFIDF +1 communications WORD1 1 0.005714286 +1 ont WORD1 1 0.005714286 +1 très WORD1 4 0.02285714 +1 1_DOT PUNCT 1 0.005714286 +1 ce WORD1 1 0.005714286 +1 café WORD1 1 0.007142857 +1 avec WORD1 1 0.005714286 +1 services WORD1 1 0.007142857 +1 des WORD1 2 0.01904762 +1 Orange WORD1 1 0.005714286 +1 en WORD1 1 0.005714286 +1 Afrique WORD1 1 0.005714286 +1 au WORD1 1 0.005714286 +1 Mali WORD1 1 0.00952381 +1 a WORD1 1 0.005714286 +1 été WORD1 2 0.01428571 +1 une WORD1 1 0.005714286 +1 bonne WORD1 1 0.00952381 +1 chose WORD1 1 0.005714286 +1 et WORD1 2 0.01142857 +1 Je WORD1 1 0.005714286 +1 trouve WORD1 1 0.005714286 +1 1_COMMA PUNCT 2 0.01904762 +1 l WORD1 1 0.005714286 +1 1_APOSTROPHE PUNCT 1 0.005714286 +1 les WORD1 1 0.005714286 +2 d WORD1 1 0.01785714 +2 1_APOSTROPHE PUNCT 1 0.01428572 +2 la WORD1 1 0.01785714 +2 pendant WORD1 1 0.01428572 +2 amis WORD1 1 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0.01739131 +9 me WORD1 1 0.006666667 +9 donner WORD1 1 0.006666667 +9 1_DOT PUNCT 1 0.006666667 +9 ce WORD1 2 0.01333333 +9 communiquer WORD1 1 0.008333334 +9 café WORD1 1 0.008333334 +9 avec WORD1 2 0.01333333 +9 des WORD1 1 0.01111111 +9 en WORD1 1 0.006666667 +9 d WORD1 2 0.01666667 +9 sur WORD1 1 0.008333334 +9 la WORD1 1 0.008333334 +9 amis WORD1 1 0.006666667 +9 mes WORD1 1 0.01666667 +9 En WORD1 1 0.006666667 +9 de WORD1 2 0.01666667 +9 et WORD1 1 0.006666667 +9 contact WORD1 1 0.01111111 +9 réguliers WORD1 1 0.006666667 +9 1_COMMA PUNCT 1 0.01111111 +9 si WORD1 1 0.01666667 +9 1_APOSTROPHE PUNCT 2 0.01333333 +10 d WORD1 1 0.02083333 +10 1_APOSTROPHE PUNCT 1 0.01666667 +10 la WORD1 1 0.02083333 +10 mon WORD1 1 0.01666667 +10 suis WORD1 1 0.02083333 +10 de WORD1 2 0.04166667 +10 pays WORD1 1 0.01666667 +10 vous WORD1 1 0.02083333 +10 Je WORD1 1 0.01666667 +10 parler WORD1 1 0.01666667 +11 si WORD1 1 0.04166667 +11 beau WORD1 1 0.01666667 +11 pouvoir WORD1 1 0.01666667 +11 mes 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0.003703704 +14 Orange WORD1 1 0.003703704 +14 ma WORD1 1 0.003703704 +14 en WORD1 1 0.003703704 +14 famille WORD1 1 0.003703704 +14 je WORD1 1 0.00462963 +14 au WORD1 2 0.007407407 +14 a WORD1 1 0.003703704 +14 été WORD1 1 0.00462963 +14 leurs WORD1 3 0.01111111 +14 à WORD1 1 0.003703704 +14 trouve WORD1 1 0.003703704 +14 très WORD1 2 0.007407407 +14 appelle WORD1 1 0.003703704 +14 avec WORD1 1 0.003703704 +14 mon WORD1 1 0.003703704 +14 trop WORD1 1 0.003703704 +14 souvent WORD1 1 0.00617284 +14 orange WORD1 2 0.007407407 +14 sur WORD1 2 0.009259259 +14 le WORD1 1 0.003703704 +14 tout WORD1 1 0.003703704 +14 facilement WORD1 1 0.00462963 +14 communication WORD1 1 0.003703704 +15 de WORD1 1 0.006578947 +15 et WORD1 2 0.01052632 +15 1_COMMA PUNCT 1 0.00877193 +15 1_APOSTROPHE PUNCT 2 0.01052632 +15 1_DOT PUNCT 3 0.01578947 +15 ma WORD1 1 0.005263158 +15 téléphone WORD1 1 0.005263158 +15 famille WORD1 1 0.005263158 +15 fixe WORD1 1 0.005263158 +15 ses WORD1 1 0.005263158 +15 portables WORD1 1 0.005263158 +15 Ce WORD1 1 0.006578947 +15 sont WORD1 1 0.005263158 +15 Ils WORD1 1 0.005263158 +15 Bonjour WORD1 1 0.005263158 +15 tous WORD1 1 0.006578947 +15 avec WORD1 2 0.01052632 +15 des WORD1 1 0.00877193 +15 1_COLON PUNCT 1 0.005263158 +15 ordinateur WORD1 1 0.00877193 +15 connexion WORD1 1 0.01315789 +15 1_RBRAIN PUNCT 2 0.01052632 +15 un WORD1 2 0.01052632 +15 1_RBRAOUT PUNCT 2 0.01052632 +15 une WORD1 1 0.005263158 +15 d WORD1 2 0.01315789 +16 membres WORD1 1 0.009803922 +16 plus WORD1 1 0.005882353 +16 ont WORD1 1 0.005882353 +16 mais WORD1 1 0.005882353 +16 cyber WORD1 1 0.005882353 +16 reste WORD1 1 0.005882353 +16 même WORD1 1 0.009803922 +16 ou WORD1 1 0.009803922 +16 un WORD1 2 0.01176471 +16 1_RBRAOUT PUNCT 1 0.005882353 +16 Aujourd WORD1 1 0.005882353 +16 hui WORD1 1 0.005882353 +16 le WORD1 1 0.005882353 +16 etc WORD1 1 0.007352941 +16 est WORD1 2 0.01470588 +16 tout WORD1 3 0.01764706 +16 une WORD1 1 0.005882353 +16 c WORD1 1 0.005882353 +16 de WORD1 1 0.007352941 +16 peu WORD1 1 0.009803922 +16 connexion WORD1 1 0.01470588 +16 1_RBRAIN PUNCT 1 0.005882353 +16 et WORD1 1 0.005882353 +16 à WORD1 1 0.005882353 +16 1_COMMA PUNCT 2 0.01960784 +16 simple WORD1 1 0.005882353 +16 1_APOSTROPHE PUNCT 2 0.01176471 +16 quelques WORD1 1 0.009803922 +17 vrai WORD1 1 0.004 +17 la WORD1 1 0.005 +17 dire WORD1 1 0.005 +17 deux WORD1 2 0.007999999 +17 France WORD1 1 0.004 +17 de WORD1 1 0.005 +17 et WORD1 1 0.004 +17 les WORD1 2 0.007999999 +17 mais WORD1 1 0.004 +17 par WORD1 1 0.004 +17 car WORD1 1 0.004 +17 dit WORD1 1 0.005 +17 l WORD1 1 0.004 +17 on WORD1 2 0.007999999 +17 dans WORD1 1 0.004 +17 1_DOT PUNCT 1 0.004 +17 toujours WORD1 1 0.004 +17 ou WORD1 1 0.006666666 +17 via WORD1 2 0.01 +17 connexions WORD1 1 0.004 +17 moins WORD1 1 0.005 +17 skype WORD1 1 0.005 +17 fois WORD1 1 0.006666666 +17 bien WORD1 2 0.007999999 +17 bas WORD1 1 0.004 +17 appel WORD1 1 0.005 +17 qualité WORD1 1 0.004 +17 qu WORD1 1 0.006666666 +17 du WORD1 1 0.005 +17 donc WORD1 1 0.004 +17 coup WORD1 1 0.004 +17 en WORD1 1 0.004 +17 mail WORD1 1 0.004 +17 je WORD1 1 0.005 +17 est WORD1 1 0.005 +17 très WORD1 1 0.004 +17 mon WORD1 1 0.004 +17 souvent WORD1 1 0.006666666 +17 comme WORD1 1 0.004 +17 sur WORD1 1 0.005 +17 le WORD1 1 0.004 +17 une WORD1 1 0.004 +18 la WORD1 2 0.01086957 +18 quelques WORD1 1 0.007246377 +18 de WORD1 4 0.02173913 +18 peu WORD1 1 0.007246377 +18 et WORD1 2 0.008695653 +18 1_COMMA PUNCT 3 0.02173913 +18 par WORD1 1 0.004347826 +18 l WORD1 1 0.004347826 +18 1_APOSTROPHE PUNCT 6 0.02608696 +18 on WORD1 2 0.008695653 +18 autres WORD1 1 0.004347826 +18 1_DOT PUNCT 3 0.01304348 +18 ai WORD1 1 0.004347826 +18 via WORD1 2 0.01086957 +18 skype WORD1 1 0.005434783 +18 donc WORD1 1 0.004347826 +18 en WORD1 1 0.004347826 +18 famille WORD1 1 0.004347826 +18 échange WORD1 1 0.004347826 +18 régulièrement WORD1 1 0.004347826 +18 depuis WORD1 1 0.004347826 +18 est WORD1 1 0.005434783 +18 à WORD1 2 0.008695653 +18 temps WORD1 2 0.008695653 +18 On WORD1 1 0.004347826 +18 s WORD1 2 0.008695653 +18 Bonjour WORD1 1 0.004347826 +18 tous WORD1 1 0.005434783 +18 écrit WORD1 1 0.004347826 +18 J WORD1 1 0.004347826 +18 j WORD1 1 0.004347826 +18 envoie WORD1 1 0.004347826 +18 photos WORD1 1 0.004347826 +18 Algérie WORD1 1 0.004347826 +18 qui WORD1 1 0.004347826 +18 C WORD1 1 0.004347826 +18 plutôt WORD1 1 0.01086957 +18 oral WORD1 1 0.007246377 +18 messagerie WORD1 1 0.004347826 +18 avec WORD1 1 0.004347826 +18 instantanée WORD1 1 0.004347826 +18 des WORD1 1 0.007246377 +18 souvent WORD1 1 0.007246377 +19 la WORD1 2 0.006849315 +19 2 WORD1 1 0.002739726 +19 pendant WORD1 1 0.002739726 +19 fait WORD1 1 0.002739726 +19 trouver WORD1 1 0.002739726 +19 réseau WORD1 2 0.005479452 +19 de WORD1 1 0.003424658 +19 nous WORD1 1 0.00456621 +19 avons WORD1 1 0.002739726 +19 eu WORD1 1 0.002739726 +19 et WORD1 4 0.0109589 +19 Nous WORD1 1 0.002739726 +19 les WORD1 2 0.005479452 +19 essentiellement WORD1 1 0.002739726 +19 1_COMMA PUNCT 1 0.00456621 +19 bon WORD1 1 0.002739726 +19 par WORD1 1 0.002739726 +19 l WORD1 2 0.005479452 +19 là WORD1 1 0.002739726 +19 1_APOSTROPHE PUNCT 7 0.01917808 +19 1_HYPHEN PUNCT 1 0.002739726 +19 1_DOT PUNCT 6 0.01643836 +19 liens WORD1 1 0.002739726 +19 ai WORD1 3 0.008219178 +19 notre WORD1 2 0.005479452 +19 Il WORD1 1 0.002739726 +19 parfois WORD1 1 0.002739726 +19 bas WORD1 1 0.002739726 +19 du WORD1 1 0.003424658 +19 en WORD1 1 0.002739726 +19 Afrique WORD1 1 0.002739726 +19 téléphone WORD1 1 0.002739726 +19 mail WORD1 1 0.002739726 +19 portables WORD1 1 0.002739726 +19 est WORD1 2 0.006849315 +19 c WORD1 1 0.002739726 +19 Bonjour WORD1 1 0.002739726 +19 J WORD1 2 0.005479452 +19 j WORD1 1 0.002739726 +19 moi WORD1 1 0.002739726 +19 pour WORD1 1 0.002739726 +19 avec WORD1 2 0.005479452 +19 des WORD1 3 0.01369863 +19 Pour WORD1 1 0.00456621 +19 sur WORD1 3 0.01027397 +19 le WORD1 3 0.008219178 +19 contact WORD1 1 0.00456621 +19 d WORD1 1 0.003424658 +19 si WORD1 1 0.006849315 +20 au 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WORD1 1 0.00406504 +20 pour WORD1 2 0.004878049 +20 cela WORD1 1 0.002439024 +20 permet WORD1 1 0.002439024 +20 communication WORD1 1 0.002439024 +20 voir WORD1 1 0.002439024 +20 nous WORD1 2 0.008130081 +20 chacun WORD1 1 0.002439024 +20 pc WORD1 1 0.002439024 +20 France WORD1 2 0.004878049 +20 un WORD1 1 0.002439024 +20 1_RBRAOUT PUNCT 4 0.009756098 +20 la WORD1 4 0.01219512 +20 son WORD1 2 0.006097561 +20 par WORD1 4 0.009756098 +20 mes WORD1 1 0.006097561 +20 mais WORD1 2 0.004878049 +20 de WORD1 2 0.006097561 +20 reste WORD1 1 0.002439024 +20 et WORD1 5 0.01219512 +20 ou WORD1 1 0.00406504 +20 1_COMMA PUNCT 5 0.0203252 +20 l WORD1 1 0.002439024 +20 1_APOSTROPHE PUNCT 2 0.004878049 +20 se WORD1 2 0.008130081 +20 font WORD1 1 0.002439024 +20 portable WORD1 2 0.008130081 +20 téléphone WORD1 3 0.007317073 +20 ceux WORD1 1 0.002439024 +20 campagne WORD1 1 0.002439024 +20 entre WORD1 2 0.004878049 +20 sont WORD1 1 0.002439024 +20 en WORD1 3 0.007317073 +21 point WORD1 1 0.005 +21 de WORD1 1 0.00625 +21 mais WORD1 1 0.005 +21 1_COMMA PUNCT 1 0.008333334 +21 l WORD1 1 0.005 +21 ont WORD1 1 0.005 +21 on WORD1 1 0.005 +21 dans WORD1 1 0.005 +21 1_DOT PUNCT 1 0.005 +21 qu WORD1 1 0.008333334 +21 marocaine WORD1 1 0.005 +21 portables WORD1 1 0.005 +21 a WORD1 1 0.005 +21 gens WORD1 1 0.005 +21 est WORD1 1 0.00625 +21 c WORD1 1 0.005 +21 à WORD1 1 0.005 +21 tous WORD1 1 0.00625 +21 qui WORD1 1 0.005 +21 très WORD1 1 0.005 +21 ils WORD1 1 0.00625 +21 ce WORD1 1 0.005 +21 avec WORD1 1 0.005 +21 des WORD1 3 0.025 +21 le WORD1 1 0.005 +21 un WORD1 2 0.01 +21 d WORD1 2 0.0125 +22 dois WORD1 1 0.005681818 +22 France WORD1 1 0.004545455 +22 et WORD1 1 0.004545455 +22 mais WORD1 1 0.004545455 +22 1_COMMA PUNCT 2 0.01515152 +22 l WORD1 1 0.004545455 +22 ont WORD1 1 0.004545455 +22 1_DOT PUNCT 1 0.004545455 +22 via WORD1 1 0.005681818 +22 connexions WORD1 1 0.004545455 +22 moins WORD1 1 0.005681818 +22 bien WORD1 1 0.004545455 +22 qu WORD1 1 0.007575758 +22 ma WORD1 1 0.004545455 +22 en WORD1 4 0.01818182 +22 fixe WORD1 1 0.004545455 +22 je WORD1 1 0.005681818 +22 se WORD1 1 0.007575758 +22 vivent WORD1 3 0.01363636 +22 ceux WORD1 2 0.00909091 +22 campagne WORD1 2 0.00909091 +22 à WORD1 1 0.004545455 +22 me WORD1 1 0.004545455 +22 aussi WORD1 1 0.004545455 +22 qui WORD1 3 0.01363636 +22 ville WORD1 2 0.00909091 +22 ils WORD1 2 0.01136364 +22 part WORD1 1 0.004545455 +22 des WORD1 3 0.02272727 +22 cybercafé WORD1 1 0.004545455 +22 Pour WORD1 1 0.007575758 +22 1_RBRAIN PUNCT 1 0.004545455 +22 1_RBRAOUT PUNCT 1 0.004545455 +22 beaucoup WORD1 1 0.004545455 +23 fixes WORD1 1 0.005882353 +23 ont WORD1 2 0.01176471 +23 1_DOT PUNCT 2 0.01176471 +23 eux WORD1 1 0.005882353 +23 ville WORD1 1 0.005882353 +23 non WORD1 1 0.009803922 +23 des WORD1 1 0.009803922 +23 ils WORD1 2 0.01470588 +23 ou WORD1 1 0.009803922 +23 majorité WORD1 1 0.005882353 +23 en WORD1 1 0.005882353 +23 internet WORD1 1 0.009803922 +23 au WORD1 1 0.005882353 +23 vont WORD1 1 0.005882353 +23 a WORD1 2 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WORD1 1 0.00130719 +71 1_RBRAOUT PUNCT 2 0.002614379 +71 d WORD1 1 0.001633987 +71 la WORD1 4 0.006535948 +71 là WORD1 1 0.00130719 +71 vraiment WORD1 1 0.001633987 +71 quelques WORD1 1 0.002178649 +71 1_HYPHEN PUNCT 3 0.003921569 +71 son WORD1 1 0.001633987 +71 sans WORD1 1 0.00130719 +71 de WORD1 6 0.009803922 +71 Il WORD1 2 0.002614379 +71 mais WORD1 2 0.002614379 +71 et WORD1 1 0.00130719 +71 même WORD1 4 0.008714597 +71 1_COMMA PUNCT 12 0.02614379 +71 ou WORD1 1 0.002178649 +71 l WORD1 1 0.00130719 +71 déjà WORD1 1 0.00130719 +71 1_APOSTROPHE PUNCT 10 0.0130719 +71 se WORD1 4 0.008714597 +71 sont WORD1 1 0.00130719 +71 je WORD1 1 0.001633987 +71 en WORD1 6 0.007843138 +71 suis WORD1 1 0.001633987 +71 ne WORD1 2 0.003267974 +71 La WORD1 1 0.00130719 +71 y WORD1 1 0.00130719 +72 la WORD1 1 0.005813953 +72 chose WORD1 1 0.004651163 +72 de WORD1 2 0.01162791 +72 et WORD1 1 0.004651163 +72 donne WORD1 1 0.004651163 +72 l WORD1 1 0.004651163 +72 1_APOSTROPHE PUNCT 3 0.01395349 +72 dans WORD1 1 0.004651163 +72 1_DOT PUNCT 4 0.01860465 +72 ou WORD1 1 0.007751938 +72 Il WORD1 1 0.004651163 +72 site WORD1 1 0.004651163 +72 en WORD1 1 0.004651163 +72 je WORD1 1 0.005813953 +72 intéressant WORD1 1 0.004651163 +72 suis WORD1 1 0.005813953 +72 est WORD1 1 0.005813953 +72 mal WORD1 1 0.004651163 +72 à WORD1 1 0.004651163 +72 pays WORD1 1 0.004651163 +72 j WORD1 1 0.004651163 +72 pas WORD1 1 0.004651163 +72 1_QUESTION PUNCT 1 0.004651163 +72 ce WORD1 1 0.004651163 +72 Tunisie WORD1 1 0.005813953 +72 des WORD1 1 0.007751938 +72 infos WORD1 1 0.004651163 +72 il WORD1 1 0.004651163 +72 sur WORD1 2 0.01162791 +72 le WORD1 1 0.004651163 +72 d WORD1 1 0.005813953 +73 choses WORD1 1 0.002197802 +73 pas WORD1 4 0.008791209 +73 est WORD1 2 0.005494506 +73 Je WORD1 1 0.002197802 +73 trouve WORD1 1 0.002197802 +73 m WORD1 1 0.002197802 +73 être WORD1 1 0.005494506 +73 ce WORD1 3 0.006593407 +73 1_QUESTION PUNCT 1 0.002197802 +73 1_EXCLAMATION PUNCT 1 0.002197802 +73 peut WORD1 1 0.002197802 +73 1_RBRAIN PUNCT 1 0.002197802 +73 connaissais WORD1 1 0.002197802 +73 assez WORD1 1 0.002197802 +73 certains WORD1 1 0.002197802 +73 sur WORD1 1 0.002747253 +73 arrive WORD1 1 0.003663004 +73 le WORD1 2 0.004395605 +73 deux WORD1 1 0.002197802 +73 les WORD1 3 0.006593407 +73 bien WORD1 3 0.006593407 +73 1_DOT PUNCT 5 0.01098901 +73 du WORD1 2 0.005494506 +73 que WORD1 4 0.01098901 +73 serait WORD1 1 0.002747253 +73 sites WORD1 2 0.004395605 +73 français WORD1 1 0.002197802 +73 général WORD1 1 0.002197802 +73 aime WORD1 1 0.002197802 +73 StarAfrica WORD1 2 0.007326007 +73 à WORD1 2 0.004395605 +73 pays WORD1 2 0.004395605 +73 Mais WORD1 2 0.004395605 +73 qui WORD1 1 0.002197802 +73 n WORD1 2 0.004395605 +73 trop WORD1 2 0.004395605 +73 mon WORD1 1 0.002197802 +73 France WORD1 1 0.002197802 +73 aller WORD1 1 0.003663004 +73 1_RBRAOUT PUNCT 1 0.002197802 +73 bon WORD1 1 0.002197802 +73 vraiment WORD1 1 0.002747253 +73 Le WORD1 1 0.003663004 +73 site WORD1 2 0.004395605 +73 par WORD1 1 0.002197802 +73 aux WORD1 2 0.007326007 +73 de WORD1 7 0.01923077 +73 et WORD1 2 0.004395605 +73 1_COMMA PUNCT 6 0.02197802 +73 ou WORD1 1 0.003663004 +73 déjà WORD1 1 0.002197802 +73 1_APOSTROPHE PUNCT 4 0.008791209 +73 pense WORD1 1 0.005494506 +73 type WORD1 1 0.002197802 +73 Ce WORD1 1 0.002747253 +73 je WORD1 4 0.01098901 +73 en WORD1 3 0.006593407 +73 ne WORD1 2 0.005494506 +73 Afrique WORD1 1 0.002197802 +74 la WORD1 2 0.008474576 +74 chose WORD1 1 0.00338983 +74 fait WORD1 1 0.00338983 +74 vite WORD1 1 0.004237288 +74 de WORD1 4 0.01694915 +74 soit WORD1 1 0.00338983 +74 et WORD1 1 0.00338983 +74 son WORD1 1 0.004237288 +74 SMS WORD1 1 0.00338983 +74 1_COMMA PUNCT 5 0.02824859 +74 l WORD1 1 0.00338983 +74 1_APOSTROPHE PUNCT 6 0.02033898 +74 serait WORD1 1 0.004237288 +74 on WORD1 2 0.006779661 +74 1_DOT PUNCT 3 0.01016949 +74 ou WORD1 1 0.005649718 +74 que WORD1 3 0.01271186 +74 qu WORD1 1 0.005649718 +74 forme WORD1 1 0.00338983 +74 mail WORD1 1 0.00338983 +74 je WORD1 1 0.004237288 +74 se WORD1 1 0.005649718 +74 pense WORD1 1 0.008474576 +74 est WORD1 1 0.004237288 +74 En WORD1 1 0.00338983 +74 à WORD1 1 0.00338983 +74 quelque WORD1 1 0.00338983 +74 cette WORD1 1 0.00338983 +74 plus WORD1 2 0.006779661 +74 pas WORD1 1 0.00338983 +74 qui WORD1 2 0.006779661 +74 ce WORD1 1 0.00338983 +74 concerne WORD1 1 0.00338983 +74 mieux WORD1 1 0.00338983 +74 n WORD1 1 0.00338983 +74 il WORD1 1 0.00338983 +74 passer WORD1 1 0.00338983 +74 m WORD1 1 0.00338983 +74 un WORD1 1 0.00338983 +74 le WORD1 2 0.006779661 +74 peut WORD1 1 0.00338983 +75 la WORD1 1 0.003787879 +75 Dans WORD1 2 0.007575758 +75 trouver WORD1 2 0.006060606 +75 encore WORD1 1 0.007575758 +75 de WORD1 4 0.01515152 +75 soit WORD1 1 0.003030303 +75 et WORD1 2 0.006060606 +75 les WORD1 2 0.006060606 +75 mais WORD1 1 0.003030303 +75 1_COMMA PUNCT 3 0.01515152 +75 l WORD1 2 0.006060606 +75 quand WORD1 1 0.003030303 +75 1_APOSTROPHE PUNCT 6 0.01818182 +75 on WORD1 1 0.003030303 +75 salons WORD1 1 0.003030303 +75 1_DOT PUNCT 4 0.01212121 +75 ... 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0.003030303 +76 la WORD1 1 0.005555556 +76 peu WORD1 1 0.007407408 +76 soit WORD1 1 0.004444445 +76 et WORD1 2 0.008888889 +76 les WORD1 3 0.01333333 +76 1_COMMA PUNCT 4 0.02962963 +76 1_APOSTROPHE PUNCT 2 0.008888889 +76 même WORD1 1 0.007407408 +76 1_DOT PUNCT 2 0.008888889 +76 ou WORD1 1 0.007407408 +76 ai WORD1 1 0.004444445 +76 que WORD1 1 0.005555556 +76 fais WORD1 1 0.007407408 +76 etc WORD1 1 0.005555556 +76 je WORD1 5 0.02777778 +76 maroc WORD1 2 0.008888889 +76 regarde WORD1 2 0.008888889 +76 J WORD1 1 0.004444445 +76 j WORD1 1 0.004444445 +76 pas WORD1 1 0.004444445 +76 pour WORD1 2 0.008888889 +76 ce WORD1 1 0.004444445 +76 internet WORD1 2 0.01481482 +76 des WORD1 1 0.007407408 +76 1_QUOTES PUNCT 6 0.02666667 +76 infos WORD1 1 0.004444445 +76 france WORD1 1 0.004444445 +76 sur WORD1 2 0.01111111 +76 1_RBRAIN PUNCT 2 0.008888889 +76 un WORD1 1 0.004444445 +76 le WORD1 3 0.01333333 +76 1_RBRAOUT PUNCT 2 0.008888889 +77 proches WORD1 1 0.001886792 +77 pas WORD1 1 0.001886792 +77 me WORD1 1 0.001886792 +77 est WORD1 4 0.009433962 +77 c WORD1 3 0.005660377 +77 En WORD1 1 0.001886792 +77 vous WORD1 2 0.004716981 +77 Je WORD1 1 0.001886792 +77 peux WORD1 1 0.001886792 +77 être WORD1 2 0.009433962 +77 1_QUOTES PUNCT 2 0.003773585 +77 ce WORD1 1 0.001886792 +77 avec WORD1 2 0.003773585 +77 1_QUESTION PUNCT 3 0.005660377 +77 des WORD1 2 0.006289308 +77 partages WORD1 1 0.001886792 +77 peut WORD1 1 0.001886792 +77 beaucoup WORD1 1 0.001886792 +77 1_RBRAIN PUNCT 2 0.003773585 +77 amélioré WORD1 1 0.001886792 +77 ces WORD1 1 0.002358491 +77 vrai WORD1 1 0.001886792 +77 ça WORD1 1 0.001886792 +77 partie WORD1 1 0.002358491 +77 pourquoi WORD1 1 0.003144654 +77 on WORD1 1 0.001886792 +77 les WORD1 2 0.003773585 +77 qualité WORD1 3 0.005660377 +77 1_DOT PUNCT 3 0.005660377 +77 ai WORD1 1 0.001886792 +77 vos WORD1 5 0.009433962 +77 qu WORD1 1 0.003144654 +77 exemple WORD1 1 0.001886792 +77 que WORD1 3 0.007075472 +77 ma WORD1 1 0.001886792 +77 famille WORD1 1 0.001886792 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WORD1 1 0.002777778 +78 famille WORD1 1 0.002777778 +78 je WORD1 1 0.003472222 +78 au WORD1 1 0.002777778 +78 a WORD1 1 0.002777778 +78 est WORD1 1 0.003472222 +78 locale WORD1 1 0.00462963 +78 exemple WORD1 1 0.002777778 +78 vous WORD1 3 0.01041667 +78 regarde WORD1 1 0.002777778 +78 temps WORD1 2 0.005555556 +78 Et WORD1 1 0.002777778 +78 proches WORD1 1 0.002777778 +78 échanges WORD1 1 0.002777778 +78 vont WORD1 1 0.002777778 +78 Oui WORD1 1 0.00462963 +78 Non WORD1 1 0.002777778 +78 1_QUESTION PUNCT 3 0.008333334 +78 pour WORD1 1 0.002777778 +78 ce WORD1 2 0.005555556 +78 ils WORD1 1 0.003472222 +78 recevoir WORD1 1 0.002777778 +78 avec WORD1 2 0.005555556 +78 niveau WORD1 1 0.002777778 +78 des WORD1 3 0.01388889 +78 messages WORD1 1 0.003472222 +78 jours WORD1 1 0.002777778 +78 souvent WORD1 1 0.00462963 +78 cela WORD1 1 0.002777778 +78 comment WORD1 1 0.002777778 +78 box WORD1 1 0.002777778 +78 infos WORD1 2 0.005555556 +78 sur WORD1 1 0.003472222 +78 Est WORD1 1 0.002777778 +78 d WORD1 1 0.003472222 +79 oui WORD1 1 0.009259259 +79 pays WORD1 1 0.005555556 +79 pourrais WORD1 1 0.005555556 +79 mais WORD1 1 0.005555556 +79 1_DOT PUNCT 3 0.01666667 +79 Le WORD1 1 0.009259259 +79 ou WORD1 2 0.01851852 +79 en WORD1 1 0.005555556 +79 J WORD1 1 0.005555556 +79 par WORD1 2 0.01111111 +79 On WORD1 1 0.005555556 +79 bien WORD1 2 0.01111111 +79 est WORD1 1 0.006944444 +79 m WORD1 1 0.005555556 +79 pense WORD1 1 0.01388889 +79 ses WORD1 1 0.005555556 +79 c WORD1 1 0.005555556 +79 En WORD1 1 0.005555556 +79 1_QUESTION PUNCT 2 0.01111111 +79 pas WORD1 1 0.005555556 +79 aime WORD1 1 0.005555556 +79 ne WORD1 1 0.006944444 +79 1_APOSTROPHE PUNCT 2 0.01111111 +79 les WORD1 1 0.005555556 +80 1_DOT PUNCT 1 0.006896552 +80 site WORD1 1 0.006896552 +80 des WORD1 2 0.02298851 +80 ou WORD1 1 0.01149425 +80 en WORD1 1 0.006896552 +80 par WORD1 1 0.006896552 +80 d WORD1 1 0.00862069 +80 le WORD1 1 0.006896552 +80 contenus WORD1 1 0.006896552 +80 est WORD1 1 0.00862069 +80 une WORD1 1 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0.00390625 +82 .. 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WORD1 1 0.00338983 +187 ou WORD1 1 0.005649718 +187 musique WORD1 1 0.00338983 +187 sans WORD1 1 0.00338983 +187 aimerai WORD1 1 0.005649718 +187 qu WORD1 1 0.005649718 +187 Orange WORD1 1 0.00338983 +187 personnes WORD1 1 0.004237288 +187 ma WORD1 2 0.006779661 +187 en WORD1 3 0.01016949 +187 famille WORD1 1 0.00338983 +187 Afrique WORD1 1 0.00338983 +187 je WORD1 2 0.008474576 +187 au WORD1 1 0.00338983 +187 transfert WORD1 1 0.004237288 +187 argent WORD1 1 0.00338983 +187 souhaite WORD1 1 0.004237288 +187 actualités WORD1 1 0.005649718 +187 Je WORD1 1 0.00338983 +187 ici WORD1 1 0.004237288 +187 pays WORD1 1 0.00338983 +187 leur WORD1 2 0.006779661 +187 J WORD1 1 0.00338983 +187 partager WORD1 2 0.006779661 +187 vidéo WORD1 1 0.00338983 +187 Si WORD1 1 0.005649718 +187 avec WORD1 2 0.006779661 +187 des WORD1 5 0.02824859 +187 orange WORD1 1 0.00338983 +187 pouvoir WORD1 1 0.00338983 +187 1_RBRAIN PUNCT 3 0.01016949 +187 nos WORD1 1 0.004237288 +187 1_RBRAOUT PUNCT 3 0.01016949 +187 d WORD1 2 0.008474576 +188 surtout WORD1 1 0.004651163 +188 de WORD1 1 0.005813953 +188 solution WORD1 1 0.004651163 +188 et WORD1 1 0.004651163 +188 les WORD1 2 0.009302326 +188 1_COMMA PUNCT 1 0.007751938 +188 1_APOSTROPHE PUNCT 5 0.02325581 +188 dans WORD1 1 0.004651163 +188 1_DOT PUNCT 1 0.004651163 +188 idée WORD1 1 0.004651163 +188 ma WORD1 1 0.004651163 +188 en WORD1 1 0.004651163 +188 famille WORD1 1 0.004651163 +188 atelier WORD1 1 0.007751938 +188 transfert WORD1 2 0.01162791 +188 a WORD1 1 0.004651163 +188 sont WORD1 1 0.004651163 +188 pense WORD1 1 0.01162791 +188 argent WORD1 1 0.004651163 +188 à WORD1 1 0.004651163 +188 Bonjour WORD1 1 0.004651163 +188 J WORD1 1 0.004651163 +188 plus WORD1 3 0.01395349 +188 avoir WORD1 1 0.004651163 +188 qui WORD1 1 0.004651163 +188 pour WORD1 1 0.004651163 +188 ce WORD1 2 0.009302326 +188 parler WORD1 1 0.004651163 +188 intéressée WORD1 1 0.004651163 +188 café WORD1 1 0.005813953 +188 pouvoir WORD1 1 0.004651163 +188 m WORD1 1 0.004651163 +188 le WORD1 2 0.009302326 +188 d WORD1 3 0.01744186 +189 la WORD1 3 0.01271186 +189 mes WORD1 1 0.008474576 +189 de WORD1 3 0.01271186 +189 et WORD1 1 0.00338983 +189 1_COMMA PUNCT 3 0.01694915 +189 Money WORD1 1 0.00338983 +189 1_APOSTROPHE PUNCT 8 0.02711864 +189 1_DOT PUNCT 3 0.01016949 +189 ai WORD1 2 0.006779661 +189 skype WORD1 2 0.008474576 +189 que WORD1 1 0.004237288 +189 bien WORD1 1 0.00338983 +189 qu WORD1 1 0.005649718 +189 Orange WORD1 1 0.00338983 +189 vers WORD1 1 0.004237288 +189 en WORD1 1 0.00338983 +189 je WORD1 1 0.004237288 +189 avait WORD1 1 0.004237288 +189 a WORD1 1 0.00338983 +189 depuis WORD1 1 0.00338983 +189 pourrais WORD1 1 0.00338983 +189 est WORD1 1 0.004237288 +189 vu WORD1 1 0.00338983 +189 c WORD1 1 0.00338983 +189 façon WORD1 1 0.008474576 +189 leur WORD1 2 0.006779661 +189 J WORD1 1 0.00338983 +189 contacts WORD1 1 0.00338983 +189 j WORD1 1 0.00338983 +189 sa WORD1 1 0.00338983 +189 parler WORD1 1 0.00338983 +189 cela WORD1 1 0.00338983 +189 il WORD1 1 0.00338983 +189 n WORD1 1 0.00338983 +189 1_EXCLAMATION PUNCT 1 0.00338983 +189 utiliser WORD1 1 0.00338983 +189 chacun WORD1 1 0.00338983 +189 peut WORD1 1 0.00338983 +189 d WORD1 3 0.01271186 +189 une WORD1 1 0.00338983 +189 si WORD1 1 0.008474576 diff --git a/test/LearningTest/TestCoclustering/Standard/HierarchicalRanking/Dictionary.kdic b/test/LearningTest/TestCoclustering/Standard/HierarchicalRanking/Dictionary.kdic new file mode 100644 index 000000000..28dfa8f82 --- /dev/null +++ b/test/LearningTest/TestCoclustering/Standard/HierarchicalRanking/Dictionary.kdic @@ -0,0 +1,10 @@ +#Khiops 7.7.2i + +Dictionary Dictionary +{ + Categorical idCommentaire ; + Categorical TOKEN ; + Categorical TYPE ; + Numerical FREQ ; + Numerical TFIDF ; +}; diff --git a/test/LearningTest/TestCoclustering/Standard/HierarchicalRanking/readme.txt b/test/LearningTest/TestCoclustering/Standard/HierarchicalRanking/readme.txt new file mode 100644 index 000000000..f947a6083 --- /dev/null +++ b/test/LearningTest/TestCoclustering/Standard/HierarchicalRanking/readme.txt @@ -0,0 +1,15 @@ +Bug détecté par F. Clérot le 06/05/2013 + +Une cinquantaine de hiérachical level sont a 0 avant le premier niveau de dépliement informatif. +L'outil de visualisation "peine" dans ce cas. +Le problème vient que la profondeur d'analyse est déduite du hiérachical level, qui ne décroit pas nécessairement de façon monotone avec le niveau dans la hiérarchie. +Correction: + - introduire un nouveau champ "HierarchicalRank" dans les données de "Hierarchy", nombre entier representant le niveau de dépliement dans les hiérarchies. + - garder un "HierarchicalLevel" non normalisé, potentiellement négatif + - émettre un warning pour les demandes de dépliement avec "HierarchicalLevel" négatif + +Instabilité: +- fichier err.txt et Coclustering.khc + . re résultat d'optimisation du coclustering peut dépendre de la machine + +Note: les données initiale sont codée en utf8, ce quyi se retrouve correctement de le "khiops_encoding" du fichier .khcj) \ No newline at end of file diff --git a/test/LearningTest/TestCoclustering/Standard/HierarchicalRanking/results.ref/Coclustering.khc b/test/LearningTest/TestCoclustering/Standard/HierarchicalRanking/results.ref/Coclustering.khc new file mode 100644 index 000000000..9a6d7c7fd --- /dev/null +++ b/test/LearningTest/TestCoclustering/Standard/HierarchicalRanking/results.ref/Coclustering.khc @@ -0,0 +1,750 @@ +#Khiops 10.1.5 +Short description +Dimensions 2 +Name Type Parts Initial parts Values Interest Description +idCommentaire Categorical 3 3 188 1 +TOKEN Categorical 3 3 505 1 + +Coclustering stats +Instances 12702 +Cells 8 +Null cost 129472.4457 +Cost 129103.908 +Level 0.002846456889 +Initial dimensions 2 +Frequency variable FREQ +Dictionary Dictionary +Database ./Dhaleine.txt +Sample percentage 100 +Sampling mode Include sample +Selection variable +Selection value + +Hierarchy idCommentaire +Cluster ParentCluster Frequency Interest HierarchicalLevel Rank HierarchicalRank +{138, 61, 48, ...} A3 2230 1 1 1 6 +{35, 71, 128, ...} A4 9727 0.893348 1 3 6 +{98, 101, 137, ...} A4 745 0.32224 1 5 6 +A3 12702 0.878575 0.201441 2 4 +A4 A3 10472 0.852718 0.843229 4 5 + +Hierarchy TOKEN +Cluster ParentCluster Frequency Interest HierarchicalLevel Rank HierarchicalRank +{avec, mais, a, ...} B1 6480 0.862907 1 1 6 +{1_QUOTES} B2 232 1 1 3 6 +{1_APOSTROPHE, 1_COMMA, 1_DOT, ...} B2 5990 0.841287 1 5 6 +B1 12702 0.855215 0 2 2 +B2 B1 6222 0.847205 -0.363286 4 3 + +Composition idCommentaire +Cluster Value Frequency Typicality +{138, 61, 48, ...} 138 269 1 +{138, 61, 48, ...} 61 173 0.7963 +{138, 61, 48, ...} 48 250 0.695866 +{138, 61, 48, ...} 58 252 0.656817 +{138, 61, 48, ...} 84 42 0.572992 +{138, 61, 48, ...} 176 32 0.560041 +{138, 61, 48, ...} 161 50 0.528079 +{138, 61, 48, ...} 29 83 0.512233 +{138, 61, 48, ...} 152 91 0.471911 +{138, 61, 48, ...} 82 90 0.471013 +{138, 61, 48, ...} 114 128 0.457924 +{138, 61, 48, ...} 118 120 0.434093 +{138, 61, 48, ...} 64 152 0.408004 +{138, 61, 48, ...} 117 133 0.400292 +{138, 61, 48, ...} 130 160 0.380483 +{138, 61, 48, ...} 112 16 0.363568 +{138, 61, 48, ...} 155 18 0.360941 +{138, 61, 48, ...} 156 17 0.359972 +{138, 61, 48, ...} 154 28 0.352133 +{138, 61, 48, ...} 172 68 0.313156 +{138, 61, 48, ...} 76 58 0.284136 +{35, 71, 128, ...} 35 221 1 +{35, 71, 128, ...} 71 203 0.972632 +{35, 71, 128, ...} 128 303 0.971033 +{35, 71, 128, ...} 25 212 0.905568 +{35, 71, 128, ...} 102 234 0.898765 +{35, 71, 128, ...} 37 166 0.79768 +{35, 71, 128, ...} 43 162 0.773501 +{35, 71, 128, ...} 127 156 0.758913 +{35, 71, 128, ...} 96 163 0.753779 +{35, 71, 128, ...} 20 114 0.713114 +{35, 71, 128, ...} 50 148 0.694147 +{35, 71, 128, ...} 33 112 0.663996 +{35, 71, 128, ...} 49 129 0.654024 +{35, 71, 128, ...} 69 107 0.628435 +{35, 71, 128, ...} 51 191 0.623918 +{35, 71, 128, ...} 179 164 0.589847 +{35, 71, 128, ...} 34 94 0.586842 +{35, 71, 128, ...} 40 135 0.573569 +{35, 71, 128, ...} 31 94 0.571171 +{35, 71, 128, ...} 62 93 0.560615 +{35, 71, 128, ...} 36 114 0.559735 +{35, 71, 128, ...} 78 87 0.54466 +{35, 71, 128, ...} 93 145 0.532341 +{35, 71, 128, ...} 142 66 0.527848 +{35, 71, 128, ...} 14 53 0.516039 +{35, 71, 128, ...} 173 105 0.511142 +{35, 71, 128, ...} 177 110 0.499324 +{35, 71, 128, ...} 63 63 0.495842 +{35, 71, 128, ...} 94 102 0.494713 +{35, 71, 128, ...} 26 71 0.485288 +{35, 71, 128, ...} 168 57 0.479378 +{35, 71, 128, ...} 66 57 0.479378 +{35, 71, 128, ...} 57 111 0.476437 +{35, 71, 128, ...} 187 70 0.474342 +{35, 71, 128, ...} 47 52 0.473648 +{35, 71, 128, ...} 42 79 0.457414 +{35, 71, 128, ...} 90 77 0.451911 +{35, 71, 128, ...} 60 107 0.448294 +{35, 71, 128, ...} 27 59 0.435612 +{35, 71, 128, ...} 17 47 0.435276 +{35, 71, 128, ...} 22 48 0.429814 +{35, 71, 128, ...} 140 45 0.429664 +{35, 71, 128, ...} 145 75 0.429399 +{35, 71, 128, ...} 73 108 0.42467 +{35, 71, 128, ...} 110 73 0.423841 +{35, 71, 128, ...} 146 65 0.418606 +{35, 71, 128, ...} 19 79 0.406 +{35, 71, 128, ...} 44 79 0.406 +{35, 71, 128, ...} 97 47 0.40189 +{35, 71, 128, ...} 129 98 0.397108 +{35, 71, 128, ...} 91 51 0.396249 +{35, 71, 128, ...} 67 214 0.390682 +{35, 71, 128, ...} 131 40 0.390455 +{35, 71, 128, ...} 70 102 0.390286 +{35, 71, 128, ...} 83 62 0.384353 +{35, 71, 128, ...} 68 65 0.384129 +{35, 71, 128, ...} 88 65 0.384129 +{35, 71, 128, ...} 160 43 0.373478 +{35, 71, 128, ...} 65 46 0.373462 +{35, 71, 128, ...} 23 31 0.37315 +{35, 71, 128, ...} 28 58 0.373009 +{35, 71, 128, ...} 52 61 0.372799 +{35, 71, 128, ...} 100 82 0.370261 +{35, 71, 128, ...} 169 91 0.368608 +{35, 71, 128, ...} 103 41 0.367749 +{35, 71, 128, ...} 132 47 0.367692 +{35, 71, 128, ...} 149 62 0.36687 +{35, 71, 128, ...} 18 62 0.36687 +{35, 71, 128, ...} 75 83 0.364116 +{35, 71, 128, ...} 183 42 0.362003 +{35, 71, 128, ...} 143 36 0.361967 +{35, 71, 128, ...} 133 45 0.361962 +{35, 71, 128, ...} 189 61 0.355201 +{35, 71, 128, ...} 182 38 0.350484 +{35, 71, 128, ...} 30 41 0.350457 +{35, 71, 128, ...} 175 77 0.347134 +{35, 71, 128, ...} 1 33 0.344682 +{35, 71, 128, ...} 105 45 0.344527 +{35, 71, 128, ...} 38 75 0.341444 +{35, 71, 128, ...} 180 34 0.338905 +{35, 71, 128, ...} 186 30 0.327265 +{35, 71, 128, ...} 41 51 0.326466 +{35, 71, 128, ...} 144 37 0.321334 +{35, 71, 128, ...} 124 43 0.321081 +{35, 71, 128, ...} 151 99 0.317658 +{35, 71, 128, ...} 185 32 0.315559 +{35, 71, 128, ...} 15 35 0.315498 +{35, 71, 128, ...} 166 47 0.314867 +{35, 71, 128, ...} 106 50 0.314613 +{35, 71, 128, ...} 77 138 0.308502 +{35, 71, 128, ...} 16 34 0.303694 +{35, 71, 128, ...} 184 26 0.297935 +{35, 71, 128, ...} 46 35 0.297702 +{35, 71, 128, ...} 99 41 0.297353 +{35, 71, 128, ...} 39 56 0.295811 +{35, 71, 128, ...} 87 36 0.29167 +{35, 71, 128, ...} 171 28 0.28602 +{35, 71, 128, ...} 79 31 0.285919 +{35, 71, 128, ...} 120 37 0.285599 +{35, 71, 128, ...} 148 55 0.283723 +{35, 71, 128, ...} 157 23 0.280153 +{35, 71, 128, ...} 115 53 0.277867 +{35, 71, 128, ...} 135 18 0.274215 +{35, 71, 128, ...} 164 42 0.273061 +{35, 71, 128, ...} 55 60 0.27059 +{35, 71, 128, ...} 122 13 0.268207 +{35, 71, 128, ...} 45 61 0.264189 +{35, 71, 128, ...} 104 35 0.26149 +{35, 71, 128, ...} 167 71 0.255829 +{35, 71, 128, ...} 56 30 0.255759 +{35, 71, 128, ...} 59 16 0.250243 +{35, 71, 128, ...} 163 37 0.249039 +{35, 71, 128, ...} 95 37 0.249039 +{35, 71, 128, ...} 162 46 0.24795 +{35, 71, 128, ...} 188 46 0.24795 +{35, 71, 128, ...} 6 14 0.244223 +{35, 71, 128, ...} 136 17 0.244175 +{35, 71, 128, ...} 109 32 0.243353 +{35, 71, 128, ...} 3 18 0.238067 +{35, 71, 128, ...} 86 21 0.237949 +{35, 71, 128, ...} 9 27 0.237597 +{35, 71, 128, ...} 125 30 0.237363 +{35, 71, 128, ...} 89 34 0.23079 +{35, 71, 128, ...} 181 26 0.225334 +{35, 71, 128, ...} 72 38 0.224079 +{35, 71, 128, ...} 113 15 0.219811 +{35, 71, 128, ...} 13 7 0.213866 +{35, 71, 128, ...} 123 10 0.213818 +{35, 71, 128, ...} 81 25 0.212998 +{35, 71, 128, ...} 21 31 0.212401 +{35, 71, 128, ...} 174 8 0.207714 +{35, 71, 128, ...} 10 11 0.207635 +{35, 71, 128, ...} 32 11 0.207635 +{35, 71, 128, ...} 8 23 0.206933 +{35, 71, 128, ...} 126 29 0.206352 +{35, 71, 128, ...} 111 6 0.201593 +{35, 71, 128, ...} 134 9 0.201522 +{35, 71, 128, ...} 7 9 0.201522 +{35, 71, 128, ...} 107 18 0.201077 +{35, 71, 128, ...} 85 21 0.200851 +{35, 71, 128, ...} 119 24 0.200588 +{35, 71, 128, ...} 178 7 0.195392 +{35, 71, 128, ...} 153 22 0.194497 +{35, 71, 128, ...} 147 31 0.193502 +{35, 71, 128, ...} 11 11 0.189018 +{35, 71, 128, ...} 165 14 0.188847 +{35, 71, 128, ...} 159 17 0.188638 +{35, 71, 128, ...} 141 6 0.182994 +{35, 71, 128, ...} 158 27 0.181317 +{35, 71, 128, ...} 121 4 0.17682 +{35, 71, 128, ...} 116 34 0.173934 +{35, 71, 128, ...} 53 34 0.173934 +{35, 71, 128, ...} 12 2 0.170629 +{35, 71, 128, ...} 5 8 0.170374 +{35, 71, 128, ...} 54 17 0.169703 +{35, 71, 128, ...} 2 9 0.164004 +{35, 71, 128, ...} 92 15 0.163535 +{35, 71, 128, ...} 108 6 0.145155 +{35, 71, 128, ...} 170 6 0.145155 +{35, 71, 128, ...} 4 9 0.144926 +{35, 71, 128, ...} 80 22 0.137011 +{35, 71, 128, ...} * 0 0 +{98, 101, 137, ...} 98 298 1 +{98, 101, 137, ...} 101 91 0.316564 +{98, 101, 137, ...} 137 158 0.301481 +{98, 101, 137, ...} 150 95 0.239961 +{98, 101, 137, ...} 74 62 0.167294 +{98, 101, 137, ...} 24 41 0.121678 + +Composition TOKEN +Cluster Value Frequency Typicality +{avec, mais, a, ...} avec 113 1 +{avec, mais, a, ...} mais 90 0.866045 +{avec, mais, a, ...} a 73 0.806886 +{avec, mais, a, ...} sur 98 0.770617 +{avec, mais, a, ...} 1_RBRAOUT 90 0.756701 +{avec, mais, a, ...} j 85 0.74869 +{avec, mais, a, ...} ai 77 0.743177 +{avec, mais, a, ...} nous 60 0.720408 +{avec, mais, a, ...} une 88 0.716985 +{avec, mais, a, ...} Je 68 0.712088 +{avec, mais, a, ...} 1_RBRAIN 81 0.687176 +{avec, mais, a, ...} au 56 0.6822 +{avec, mais, a, ...} ne 85 0.67552 +{avec, mais, a, ...} n 78 0.674058 +{avec, mais, a, ...} très 57 0.636017 +{avec, mais, a, ...} qu 54 0.621959 +{avec, mais, a, ...} dans 63 0.613818 +{avec, mais, a, ...} Afrique 45 0.612757 +{avec, mais, a, ...} il 62 0.6039 +{avec, mais, a, ...} mes 53 0.583225 +{avec, mais, a, ...} ma 55 0.580651 +{avec, mais, a, ...} cela 50 0.578115 +{avec, mais, a, ...} mon 50 0.578115 +{avec, mais, a, ...} famille 49 0.566714 +{avec, mais, a, ...} via 43 0.551283 +{avec, mais, a, ...} 1_HYPHEN 58 0.545019 +{avec, mais, a, ...} faire 39 0.544734 +{avec, mais, a, ...} se 59 0.541521 +{avec, mais, a, ...} 1_QUESTION 55 0.540115 +{avec, mais, a, ...} suis 39 0.532609 +{avec, mais, a, ...} pays 35 0.512956 +{avec, mais, a, ...} aussi 36 0.511824 +{avec, mais, a, ...} J 37 0.51151 +{avec, mais, a, ...} temps 36 0.500745 +{avec, mais, a, ...} beaucoup 29 0.492734 +{avec, mais, a, ...} ont 34 0.491203 +{avec, mais, a, ...} skype 37 0.48873 +{avec, mais, a, ...} vous 43 0.484319 +{avec, mais, a, ...} y 34 0.478765 +{avec, mais, a, ...} peu 32 0.473968 +{avec, mais, a, ...} France 32 0.455507 +{avec, mais, a, ...} me 36 0.454387 +{avec, mais, a, ...} photos 24 0.450169 +{avec, mais, a, ...} bien 35 0.442657 +{avec, mais, a, ...} être 37 0.441908 +{avec, mais, a, ...} ils 43 0.42686 +{avec, mais, a, ...} car 32 0.425766 +{avec, mais, a, ...} téléphone 25 0.42126 +{avec, mais, a, ...} utilise 23 0.421171 +{avec, mais, a, ...} Bonjour 24 0.408827 +{avec, mais, a, ...} échanges 20 0.408112 +{avec, mais, a, ...} argent 34 0.407748 +{avec, mais, a, ...} donc 26 0.407203 +{avec, mais, a, ...} peut 33 0.394877 +{avec, mais, a, ...} si 39 0.393543 +{avec, mais, a, ...} pense 21 0.393271 +{avec, mais, a, ...} tous 18 0.381826 +{avec, mais, a, ...} Orange 24 0.381588 +{avec, mais, a, ...} m 24 0.381588 +{avec, mais, a, ...} fait 28 0.375849 +{avec, mais, a, ...} quand 29 0.371798 +{avec, mais, a, ...} qualité 17 0.36832 +{avec, mais, a, ...} elle 36 0.367822 +{avec, mais, a, ...} bas 21 0.367521 +{avec, mais, a, ...} comme 27 0.366752 +{avec, mais, a, ...} leur 26 0.358947 +{avec, mais, a, ...} Skype 24 0.358463 +{avec, mais, a, ...} également 16 0.354557 +{avec, mais, a, ...} avoir 20 0.353927 +{avec, mais, a, ...} s 30 0.351038 +{avec, mais, a, ...} même 29 0.346806 +{avec, mais, a, ...} On 17 0.342057 +{avec, mais, a, ...} projet 19 0.340075 +{avec, mais, a, ...} serait 17 0.338474 +{avec, mais, a, ...} souvent 17 0.338474 +{avec, mais, a, ...} musique 15 0.336628 +{avec, mais, a, ...} son 21 0.333498 +{avec, mais, a, ...} eux 20 0.327566 +{avec, mais, a, ...} là 20 0.327566 +{avec, mais, a, ...} part 20 0.327566 +{avec, mais, a, ...} moins 23 0.319426 +{avec, mais, a, ...} ça 23 0.319426 +{avec, mais, a, ...} En 20 0.319319 +{avec, mais, a, ...} tout 31 0.317129 +{avec, mais, a, ...} deux 15 0.31365 +{avec, mais, a, ...} partager 15 0.31365 +{avec, mais, a, ...} partage 14 0.312752 +{avec, mais, a, ...} vivent 14 0.312752 +{avec, mais, a, ...} sa 15 0.309426 +{avec, mais, a, ...} trop 20 0.304442 +{avec, mais, a, ...} Mais 18 0.302879 +{avec, mais, a, ...} pourrait 18 0.302879 +{avec, mais, a, ...} amis 16 0.301072 +{avec, mais, a, ...} cher 14 0.299007 +{avec, mais, a, ...} réseau 12 0.296668 +{avec, mais, a, ...} vidéo 12 0.296668 +{avec, mais, a, ...} exemple 14 0.294438 +{avec, mais, a, ...} quelques 14 0.294438 +{avec, mais, a, ...} reste 13 0.284049 +{avec, mais, a, ...} Et 15 0.28183 +{avec, mais, a, ...} parler 15 0.28183 +{avec, mais, a, ...} contact 11 0.281407 +{avec, mais, a, ...} site 11 0.281407 +{avec, mais, a, ...} L 13 0.279117 +{avec, mais, a, ...} vidéos 13 0.279117 +{avec, mais, a, ...} jamais 16 0.273771 +{avec, mais, a, ...} Les 20 0.271521 +{avec, mais, a, ...} depuis 14 0.271411 +{avec, mais, a, ...} pouvoir 14 0.271411 +{avec, mais, a, ...} service 14 0.271411 +{avec, mais, a, ...} C 16 0.269202 +{avec, mais, a, ...} Il 12 0.268757 +{avec, mais, a, ...} place 10 0.265792 +{avec, mais, a, ...} échange 10 0.265792 +{avec, mais, a, ...} faut 11 0.265706 +{avec, mais, a, ...} Ce 12 0.263442 +{avec, mais, a, ...} facebook 12 0.263442 +{avec, mais, a, ...} mal 10 0.260071 +{avec, mais, a, ...} leurs 14 0.2565 +{avec, mais, a, ...} assez 13 0.25609 +{avec, mais, a, ...} moment 13 0.25609 +{avec, mais, a, ...} transfert 13 0.25609 +{avec, mais, a, ...} cas 13 0.255998 +{avec, mais, a, ...} Maroc 11 0.253113 +{avec, mais, a, ...} ces 11 0.253113 +{avec, mais, a, ...} lorsque 11 0.253113 +{avec, mais, a, ...} toujours 11 0.253113 +{avec, mais, a, ...} vos 11 0.253113 +{avec, mais, a, ...} mobile 22 0.252415 +{avec, mais, a, ...} 1_COLON 32 0.252078 +{avec, mais, a, ...} Facebook 9 0.249802 +{avec, mais, a, ...} connexion 9 0.249802 +{avec, mais, a, ...} tel 9 0.249802 +{avec, mais, a, ...} ville 9 0.249802 +{avec, mais, a, ...} pendant 10 0.249253 +{avec, mais, a, ...} coup 11 0.247391 +{avec, mais, a, ...} voir 16 0.246078 +{avec, mais, a, ...} Pour 18 0.243891 +{avec, mais, a, ...} aux 18 0.243891 +{avec, mais, a, ...} eu 9 0.243648 +{avec, mais, a, ...} arrive 14 0.243403 +{avec, mais, a, ...} déjà 14 0.243403 +{avec, mais, a, ...} encore 14 0.243403 +{avec, mais, a, ...} envoie 14 0.243403 +{avec, mais, a, ...} écrit 14 0.243403 +{avec, mais, a, ...} La 12 0.240415 +{avec, mais, a, ...} contre 12 0.240415 +{avec, mais, a, ...} chose 14 0.238088 +{avec, mais, a, ...} fois 14 0.238088 +{avec, mais, a, ...} Oui 10 0.237092 +{avec, mais, a, ...} peux 10 0.237092 +{avec, mais, a, ...} préfère 10 0.237092 +{avec, mais, a, ...} simple 10 0.237092 +{avec, mais, a, ...} trouve 19 0.235776 +{avec, mais, a, ...} vrai 12 0.234693 +{avec, mais, a, ...} Money 8 0.233409 +{avec, mais, a, ...} appeler 8 0.233409 +{avec, mais, a, ...} dropbox 8 0.233409 +{avec, mais, a, ...} ligne 8 0.233409 +{avec, mais, a, ...} services 8 0.233409 +{avec, mais, a, ...} Nous 10 0.230938 +{avec, mais, a, ...} été 10 0.230938 +{avec, mais, a, ...} maroc 15 0.230697 +{avec, mais, a, ...} permet 15 0.230697 +{avec, mais, a, ...} autre 17 0.228452 +{avec, mais, a, ...} mail 14 0.227702 +{avec, mais, a, ...} ... 13 0.227698 +{avec, mais, a, ...} fixe 13 0.227698 +{avec, mais, a, ...} appels 8 0.226793 +{avec, mais, a, ...} concerne 8 0.226793 +{avec, mais, a, ...} passe 8 0.226793 +{avec, mais, a, ...} rapide 8 0.226793 +{avec, mais, a, ...} oui 15 0.225382 +{avec, mais, a, ...} internet 11 0.224364 +{avec, mais, a, ...} intéressant 11 0.224364 +{avec, mais, a, ...} orange 11 0.224364 +{avec, mais, a, ...} personnes 12 0.223876 +{avec, mais, a, ...} Non 9 0.22067 +{avec, mais, a, ...} bonne 9 0.22067 +{avec, mais, a, ...} hui 9 0.22067 +{avec, mais, a, ...} portable 9 0.22067 +{avec, mais, a, ...} sais 9 0.22067 +{avec, mais, a, ...} vais 9 0.22067 +{avec, mais, a, ...} afin 7 0.216586 +{avec, mais, a, ...} aime 7 0.216586 +{avec, mais, a, ...} ca 7 0.216586 +{avec, mais, a, ...} ceux 7 0.216586 +{avec, mais, a, ...} communiquer 7 0.216586 +{avec, mais, a, ...} lien 7 0.216586 +{avec, mais, a, ...} proche 7 0.216586 +{avec, mais, a, ...} trouver 7 0.216586 +{avec, mais, a, ...} envoyer 18 0.215738 +{avec, mais, a, ...} entre 8 0.215018 +{avec, mais, a, ...} Algérie 25 0.214366 +{avec, mais, a, ...} autres 9 0.214054 +{avec, mais, a, ...} bon 9 0.214054 +{avec, mais, a, 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mais, a, ...} ses 7 0.147592 +{avec, mais, a, ...} vraiment 15 0.143842 +{avec, mais, a, ...} frais 10 0.143149 +{avec, mais, a, ...} banque 8 0.142953 +{avec, mais, a, ...} jour 8 0.142953 +{avec, mais, a, ...} maintenant 5 0.14143 +{avec, mais, a, ...} donne 10 0.140335 +{avec, mais, a, ...} non 13 0.139688 +{avec, mais, a, ...} Par 6 0.137415 +{avec, mais, a, ...} cet 6 0.137415 +{avec, mais, a, ...} dire 6 0.137415 +{avec, mais, a, ...} genre 6 0.137415 +{avec, mais, a, ...} poste 6 0.137415 +{avec, mais, a, ...} seul 6 0.137415 +{avec, mais, a, ...} Sylvana 8 0.134724 +{avec, mais, a, ...} atelier 8 0.134724 +{avec, mais, a, ...} monde 8 0.134724 +{avec, mais, a, ...} 1_SEMICOLON 4 0.131314 +{avec, mais, a, ...} Une 4 0.131314 +{avec, mais, a, ...} ailleurs 4 0.131314 +{avec, mais, a, ...} ainsi 4 0.131314 +{avec, mais, a, ...} années 4 0.131314 +{avec, mais, a, ...} aujourd 4 0.131314 +{avec, mais, a, ...} avant 4 0.131314 +{avec, mais, a, ...} connaissais 4 0.131314 +{avec, mais, a, ...} dit 4 0.131314 +{avec, mais, a, ...} dois 4 0.131314 +{avec, mais, a, ...} envois 4 0.131314 +{avec, mais, a, ...} essayé 4 0.131314 +{avec, mais, a, ...} existe 4 0.131314 +{avec, mais, a, ...} france 4 0.131314 +{avec, mais, a, ...} générale 4 0.131314 +{avec, mais, a, ...} intéressée 4 0.131314 +{avec, mais, a, ...} majorité 4 0.131314 +{avec, mais, a, ...} marocaine 4 0.131314 +{avec, mais, a, ...} mettre 4 0.131314 +{avec, mais, a, ...} participer 4 0.131314 +{avec, mais, a, ...} pc 4 0.131314 +{avec, mais, a, ...} quel 4 0.131314 +{avec, mais, a, ...} sinon 4 0.131314 +{avec, mais, a, ...} transferts 4 0.131314 +{avec, mais, a, ...} transférer 4 0.131314 +{avec, mais, a, ...} téléphonique 4 0.131314 +{avec, mais, a, ...} uniquement 4 0.131314 +{avec, mais, a, ...} veut 4 0.131314 +{avec, mais, a, ...} 1 6 0.128549 +{avec, mais, a, ...} vite 6 0.128549 +{avec, mais, a, ...} travaille 5 0.127197 +{avec, mais, a, ...} .. 7 0.124516 +{avec, mais, a, ...} arrivé 7 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+{avec, mais, a, ...} mois 5 0.108834 +{avec, mais, a, ...} soit 15 0.106797 +{avec, mais, a, ...} Cela 6 0.105473 +{avec, mais, a, ...} aise 6 0.105473 +{avec, mais, a, ...} salons 6 0.105473 +{avec, mais, a, ...} utile 6 0.105473 +{avec, mais, a, ...} virement 8 0.102734 +{avec, mais, a, ...} beau 4 0.0987179 +{avec, mais, a, ...} clavier 4 0.0987179 +{avec, mais, a, ...} connecter 4 0.0987179 +{avec, mais, a, ...} donné 4 0.0987179 +{avec, mais, a, ...} finalement 4 0.0987179 +{avec, mais, a, ...} manière 4 0.0987179 +{avec, mais, a, ...} parle 4 0.0987179 +{avec, mais, a, ...} recherche 4 0.0987179 +{avec, mais, a, ...} regarde 4 0.0987179 +{avec, mais, a, ...} somme 4 0.0987179 +{avec, mais, a, ...} va 4 0.0987179 +{avec, mais, a, ...} voix 4 0.0987179 +{avec, mais, a, ...}   4 0.0987179 +{avec, mais, a, ...} info 7 0.092526 +{avec, mais, a, ...} SMS 4 0.0883632 +{avec, mais, a, ...} petits 4 0.0883632 +{avec, mais, a, ...} crédit 5 0.0857577 +{avec, mais, a, ...} étaient 5 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"frequency": 2230, + "interest": 1, + "hierarchicalLevel": 1, + "rank": 1, + "hierarchicalRank": 6, + "isLeaf": true + }, + { + "cluster": "{35, 71, 128, ...}", + "parentCluster": "A4", + "frequency": 9727, + "interest": 0.893348, + "hierarchicalLevel": 1, + "rank": 3, + "hierarchicalRank": 6, + "isLeaf": true + }, + { + "cluster": "{98, 101, 137, ...}", + "parentCluster": "A4", + "frequency": 745, + "interest": 0.32224, + "hierarchicalLevel": 1, + "rank": 5, + "hierarchicalRank": 6, + "isLeaf": true + }, + { + "cluster": "A3", + "parentCluster": "", + "frequency": 12702, + "interest": 0.878575, + "hierarchicalLevel": 0.201441, + "rank": 2, + "hierarchicalRank": 4, + "isLeaf": false + }, + { + "cluster": "A4", + "parentCluster": "A3", + "frequency": 10472, + "interest": 0.852718, + "hierarchicalLevel": 0.843229, + "rank": 4, + "hierarchicalRank": 5, + "isLeaf": false + } + ] + }, + { + "name": "TOKEN", + "type": "Categorical", + "clusters": [ + { + "cluster": "{avec, mais, a, ...}", + "parentCluster": "B1", + "frequency": 6480, + "interest": 0.862907, + "hierarchicalLevel": 1, + "rank": 1, + "hierarchicalRank": 6, + "isLeaf": true + }, + { + "cluster": "{1_QUOTES}", + "parentCluster": "B2", + "frequency": 232, + "interest": 1, + "hierarchicalLevel": 1, + "rank": 3, + "hierarchicalRank": 6, + "isLeaf": true + }, + { + "cluster": "{1_APOSTROPHE, 1_COMMA, 1_DOT, ...}", + "parentCluster": "B2", + "frequency": 5990, + "interest": 0.841287, + "hierarchicalLevel": 1, + "rank": 5, + "hierarchicalRank": 6, + "isLeaf": true + }, + { + "cluster": "B1", + "parentCluster": "", + "frequency": 12702, + "interest": 0.855215, + "hierarchicalLevel": 0, + "rank": 2, + "hierarchicalRank": 2, + "isLeaf": false + }, + { + "cluster": "B2", + "parentCluster": "B1", + "frequency": 6222, + "interest": 0.847205, + "hierarchicalLevel": -0.363286, + "rank": 4, + "hierarchicalRank": 3, + "isLeaf": false + } + ] + } + ], + "cellPartIndexes": [ + [1,0], + [1,2], + [0,0], + [0,2], + [2,2], + [2,0], + [0,1], + [1,1] + ], + "cellFrequencies": [5175,4546,1034,970,474,271,226,6] + }, + "khiops_encoding": "utf8" +} diff --git a/test/LearningTest/TestCoclustering/Standard/HierarchicalRanking/results.ref/err.txt b/test/LearningTest/TestCoclustering/Standard/HierarchicalRanking/results.ref/err.txt new file mode 100644 index 000000000..b1dbdddaa --- /dev/null +++ b/test/LearningTest/TestCoclustering/Standard/HierarchicalRanking/results.ref/err.txt @@ -0,0 +1,8 @@ +Database ./Dhaleine.txt : Read records: 7808 +Database ./Dhaleine.txt : Total frequency: 12,702 + 0:00:00 Write intermediate coclustering report Coclustering(1).khc Level: 0.00193498 Size: 3*4 Granularity: 8 + 0:00:00 Write intermediate coclustering report Coclustering(2).khc Level: 0.00284391 Size: 3*4 Granularity: 10 + 0:00:10 Write intermediate coclustering report Coclustering(3).khc Level: 0.00284646 Size: 3*3 +Write coclustering report ./results\Coclustering.khc +Coclustering analysis time: 0:00:11.65 + diff --git a/test/LearningTest/TestCoclustering/Standard/HierarchicalRanking/results.ref/time.log b/test/LearningTest/TestCoclustering/Standard/HierarchicalRanking/results.ref/time.log new file mode 100644 index 000000000..14e85bf44 --- /dev/null +++ b/test/LearningTest/TestCoclustering/Standard/HierarchicalRanking/results.ref/time.log @@ -0,0 +1 @@ +Overal time: 11.733433485031128 diff --git a/test/LearningTest/TestCoclustering/Standard/HierarchicalRanking/test.prm b/test/LearningTest/TestCoclustering/Standard/HierarchicalRanking/test.prm new file mode 100644 index 000000000..17e75dc0d --- /dev/null +++ b/test/LearningTest/TestCoclustering/Standard/HierarchicalRanking/test.prm @@ -0,0 +1,43 @@ +// Mon Jul 11 10:35:30 2011 +// C:\Users\boullema\Learning\Win32\debug\MODL_Coclustering +// Output command file +// +//This file contains recorded commands, that can be replayed. +//Commands are based on user interactions: +// field update +// list item selection +// menu action +//Every command can be commented, using //. +//For example, commenting the last Exit command will allow other +//user interactions, after the commands have been replayed. +// +// + +// -> Khiops Coclustering +ClassManagement.OpenFile // Open... + +// -> Open +ClassFileName ./Dictionary.kdic // Dictionary file +OK // Open +// <- Open + +Database.DatabaseFiles.List.Key Dictionary // List item selection +Database.DatabaseFiles.DataTableName ./Dhaleine.txt // Database file + +AnalysisSpec.CoclusteringParameters.Attributes.InsertItemAfter // Insert variable +AnalysisSpec.CoclusteringParameters.Attributes.Name idCommentaire // Name +AnalysisSpec.CoclusteringParameters.Attributes.InsertItemAfter // Insert variable +AnalysisSpec.CoclusteringParameters.Attributes.Name TOKEN // Name +AnalysisSpec.CoclusteringParameters.FrequencyAttribute FREQ // Frequency variable + +AnalysisSpec.SystemParameters.OptimizationTime 11 // Optimization time in seconds +AnalysisResults.ResultFilesDirectory ./results // Result files directory +BuildCoclustering // Build coclustering + +Exit // Close +// <- Khiops Coclustering + + +// -> Khiops Coclustering +OK // Close +// <- Khiops Coclustering diff --git a/test/LearningTest/TestKhiops/Standard/CPM2D/CPM.kdic b/test/LearningTest/TestKhiops/Standard/CPM2D/CPM.kdic new file mode 100644 index 000000000..abee6b8e7 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/CPM2D/CPM.kdic @@ -0,0 +1,10 @@ +#Khiops 7.7.2i + +Dictionary Dictionary +{ + Categorical Societe ; + Categorical Date ; + Categorical Class ; + Categorical Class_12 = IfC(Or(EQc(Class, "1"), EQc(Class, "2")), CopyC(Class), "") ; + Categorical Class_235 = IfC(Or(EQc(Class, "1"), EQc(Class, "2")), "", CopyC(Class)) ; +}; diff --git a/test/LearningTest/TestKhiops/Standard/CPM2D/CPM.txt b/test/LearningTest/TestKhiops/Standard/CPM2D/CPM.txt new file mode 100644 index 000000000..e442f7d29 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/CPM2D/CPM.txt @@ -0,0 +1,2373 @@ +Societe Date Class +VIPARIS 10/03/2009 3 +VIPARIS 10/03/2009 3 +VIPARIS 10/03/2009 1 +LEON DE BRUXELLES 06/07/2009 2 +PANASONIC 20/11/2009 1 +GOUVERNEMENT PREMIER MINISTRE 02/12/2009 2 +PROCTER & GAMBLE FRANCE (Asnières) 23/11/2009 2 +PROCTER & GAMBLE FRANCE (Asnières) 23/11/2009 5 +FRANCE TELECOM DVRCOL 23/11/2009 1 +FRANCE TELECOM DVRCOL 23/11/2009 2 +UNIVERSAL PICTURES INTERNATIONAL FRANCE SAS 29/11/2009 5 +PIERRE ET VACANCES 30/11/2009 2 +PHD 30/11/2009 2 +DELL PRODUCTS 30/11/2009 1 +EMIRATES 01/12/2009 3 +L'OREAL PARIS 02/12/2009 2 +L'OREAL PARIS 02/12/2009 4 +L'OREAL PARIS 02/12/2009 4 +L'OREAL PARIS 02/12/2009 1 +CAISSE D'EPARGNE LOIRE CENTRE 04/12/2009 5 +CAISSE D'EPARGNE LOIRE CENTRE 04/12/2009 1 +MINISTERE DE L'ECOLOGIE (Direction Communication) 10/12/2009 1 +EPSON 04/12/2009 1 +THEATRE MONTPARNASSE 07/12/2009 2 +WARNER BROS FRANCE 07/12/2009 5 +HSBC FRANCE 08/12/2009 5 +HSBC FRANCE 08/12/2009 5 +CNCEP 10/12/2009 3 +CNCEP 10/12/2009 1 +KIA MOTORS FRANCE 11/12/2009 3 +IRISCOMM 14/12/2009 1 +IRISCOMM 14/12/2009 1 +IRISCOMM 14/12/2009 1 +IRISCOMM 14/12/2009 1 +IRISCOMM 14/12/2009 1 +IRISCOMM 14/12/2009 1 +IRISCOMM 14/12/2009 1 +IRISCOMM 14/12/2009 1 +RENAULT SAS 14/12/2009 5 +BFORBANK 16/12/2009 4 +BFORBANK 16/12/2009 4 +CANON EUROPA NV 15/12/2009 1 +BUENA VISTA HOME ENTERTAINMENT 18/12/2009 2 +BUENA VISTA HOME ENTERTAINMENT 18/12/2009 1 +NESTLE FRANCE 16/12/2009 2 +RENAULT SAS 16/12/2009 2 +DANONE FRANCE 17/12/2009 2 +DANONE FRANCE 17/12/2009 5 +FORTUNEO SA 18/12/2009 5 +DISNEYLAND RESORT 18/12/2009 5 +SOFINCO 04/01/2010 3 +MMA IARD 21/12/2009 3 +MMA IARD 21/12/2009 3 +MMA IARD 21/12/2009 3 +CRITEO 05/02/2010 3 +ING DIRECT 22/12/2009 5 +CREDIT AGRICOLE - DMC 22/12/2009 4 +CREDIT AGRICOLE - DMC 22/12/2009 4 +MINISTERE DE L'ECONOMIE, FINANCES ET EMPLOI 15/01/2010 3 +MINISTERE DE L'ECONOMIE, FINANCES ET EMPLOI 15/01/2010 1 +MINISTERE DE L'ECONOMIE, FINANCES ET EMPLOI 15/01/2010 1 +THOMAS COOK SAS 05/01/2010 4 +MEETIC 23/12/2009 3 +MEETIC 23/12/2009 3 +SOFINCO 30/12/2009 3 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Si on demande toutes les paires avec la Variable Annonceur + - on a la paire annonceur*date + - pour cette paire, annonceur est divise en 5 groupes et date en un seul groupe, + avec un level supérieur au level univarie de annonceur (en seulement deux groupes)!! + -> le problème provient du fait que le groupage univarié dans ce cas + (nombreuses modalité sources, plusieurs modalités cibles) est moins performant que les algos 2D + => améliorer le groupage univarié. + . specialisation KWUnivariateNullPartitionCosts de KWUnivariatePartitionCosts, pour ingorer les + couts de partition d'une structure de cout univariee + . methode KWGrouperMODL::BuildReliableSubGroups, basée sur uen initialisation plus fine + bénéficiant d'un groupement en une clasee vs les autres, sans cout de partition + +2. Si on ne demande que les paires avec la Variable Annonceur + - on a aucune paire! + -> bug corrigé dans KWClassStats (mauvais filtrage des paires à évaluer) + +Attention: instabilité sur la paire Date x Societe + diff --git a/test/LearningTest/TestKhiops/Standard/CPM2D/results.ref/AllReports.khj b/test/LearningTest/TestKhiops/Standard/CPM2D/results.ref/AllReports.khj new file mode 100644 index 000000000..8f0aef813 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/CPM2D/results.ref/AllReports.khj @@ -0,0 +1,674 @@ +{ + "tool": "Khiops", + "version": "10.1.5", + "shortDescription": "", + "preparationReport": { + "reportType": "Preparation", + "summary": { + "dictionary": "Dictionary", + "variables": { + "types": [ + "Categorical" + ], + "numbers": [ + 5 + ] + }, + "database": ".\/CPM.txt", + "samplePercentage": 70, + "samplingMode": "Include sample", + "selectionVariable": "", + "selectionValue": "", + "instances": 1682, + "learningTask": "Classification analysis", + 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b/test/LearningTest/TestKhiops/Standard/CPM2D/results.ref/Preparation2DReport.xls new file mode 100644 index 000000000..3644fad2e --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/CPM2D/results.ref/Preparation2DReport.xls @@ -0,0 +1,238 @@ +#Khiops 10.1.5 +Descriptive statistics + + +Problem description +Short description + +Dictionary Dictionary +Variables + Categorical 5 + Total 5 + +Database ./CPM.txt +Sample percentage 70 +Sampling mode Include sample +Selection variable +Selection value +Instances 1682 + +Learning task Classification analysis + +Target variable Categorical Class + +Target variable stats +Value Frequency Coverage +1 341 0.202735 +2 340 0.20214 +3 339 0.201546 +4 335 0.199168 +5 327 0.194411 + +Evaluated variable pairs 6 +Informative variable pairs 0 + + +Variables pairs statistics + +Rank Name 1 Name 2 DeltaLevel Level Level 1 Level 2 Variables Parts 1 Parts 2 Cells Constr. cost Prep. cost Data cost +R1 Date Societe -0.010836 0.105113 0.0154335 0.100515 2 3 13 28 6.12778 471.06 1956.55 +R2 Class_12 Date -0.0162702 0.570936 0.571773 0.0154335 2 3 2 5 6.12778 85.7491 1075.01 +R3 Class_235 Date -0.0169985 0.792102 0.793667 0.0154335 1 4 1 4 4.74149 92.1129 468.545 +R4 Class_12 Societe -0.0647685 0.607519 0.571773 0.100515 2 3 4 12 6.12778 267.508 793.756 +R5 Class_235 Societe -0.101812 0.792371 0.793667 0.100515 1 4 1 4 4.74149 91.3833 468.545 +R6 Class_12 Class_235 -0.408867 0.956573 0.571773 0.793667 2 3 3 5 6.12778 111.977 0 + + +-------------------------------------------------------------------------------- + +Variables pairs detailed statistics +(Pairs with two jointly informative variables) + + +Rank R1 +Variables + Type Name + Categorical Date + Categorical Societe + +Variables stats +Date +Group Frequency Coverage Size Value list +{30/03/2010, 13/04/2010, 09/11/2010, ...} 1558 0.926278 460 30/03/2010 13/04/2010 09/11/2010 22/06/2011 13/07/2010 25/08/2011 26/08/2011 03/05/2011 08/11/2010 09/03/2011 14/10/2011 04/03/2010 06/06/2011 21/10/2011 24/03/2010 29/09/2011 02/02/2012 10/02/2010 12/10/2010 17/03/2010 17/10/2011 24/06/2011 26/10/2011 27/09/2011 29/07/2011 31/01/2011 01/02/2011 01/09/2010 02/02/2011 02/12/2010 04/05/2010 05/03/2010 05/08/2011 10/06/2010 16/01/2012 18/02/2010 18/11/2010 19/01/2011 22/09/2011 23/02/2010 23/06/2011 23/11/2011 28/04/2010 30/11/2010 02/08/2011 * +{09/12/2010, 24/08/2010, 30/12/2009, ...} 69 0.0410226 7 09/12/2010 24/08/2010 30/12/2009 11/05/2011 20/12/2011 15/06/2011 30/11/2011 +{11/07/2011, 05/10/2011, 23/11/2010, ...} 55 0.0326992 6 11/07/2011 05/10/2011 23/11/2010 14/12/2009 27/04/2010 01/02/2012 +Societe +Group Frequency Coverage Size Value list +{SOFINCO, CARREFOUR FRANCE, BNP PARIBAS PERSONAL FINANCE, ...} 663 0.394174 308 SOFINCO CARREFOUR FRANCE BNP PARIBAS PERSONAL FINANCE LECLERC (SC GALEC) GENERAL MOTORS FRANCE COFIDIS AFFINITAS GMBH * +{RENAULT SAS, SNCF, MICROSOFT, ...} 159 0.0945303 9 RENAULT SAS SNCF MICROSOFT IKEA FRANCE AUTOMOBILES CITROEN SEPHORA EDF CDISCOUNT (Bordeaux) LA REDOUTE SA +{FRANCE TELECOM DVRCOL, LA FRANCAISE DES JEUX, CREDIT AGRICOLE - DMC, ...} 151 0.0897741 8 FRANCE TELECOM DVRCOL LA FRANCAISE DES JEUX CREDIT AGRICOLE - DMC NOKIA FRANCE ALLIANZ IARD BMW FRANCE CLUB MEDITERRANEE SONY FRANCE +{CRITEO, FRANCE TELECOM - OPF DCCS MHMR, NEXT PERFORMANCE, ...} 119 0.0707491 4 CRITEO FRANCE TELECOM - OPF DCCS MHMR NEXT PERFORMANCE VOYAGES-SNCF.COM +{IRISCOMM, GDF SUEZ} 109 0.0648038 2 IRISCOMM GDF SUEZ +{ATOUT FRANCE, LOOK VOYAGES, SARENZA.COM, ...} 107 0.0636147 9 ATOUT FRANCE LOOK VOYAGES SARENZA.COM VISTAPRINT ESPANA, S.L. UNILEVER FRANCE NINTENDO FRANCE TWENTIETH CENTURY FOX INC. KRAFT FOODS PARAMOUNT PICTURES FRANCE PRODUCTIONS +{PMU, BFORBANK, ING DIRECT, ...} 89 0.0529132 6 PMU BFORBANK ING DIRECT L'OREAL PARIS AUTOMOBILES PEUGEOT LA BANQUE POSTALE +{3 SUISSES FRANCE, GROUPAMA SA, HONDA AUTOMOBILES, ...} 70 0.0416171 5 3 SUISSES FRANCE GROUPAMA SA HONDA AUTOMOBILES AXA KIA MOTORS FRANCE +{MEETIC, PROCTER & GAMBLE FRANCE (Asnières), REGIEX (Groupement Mousquetaires)} 64 0.0380499 3 MEETIC PROCTER & GAMBLE FRANCE (Asnières) REGIEX (Groupement Mousquetaires) +{MC DONALD'S FRANCE, NISSAN FRANCE, DISNEYLAND RESORT, ...} 46 0.0273484 4 MC DONALD'S FRANCE NISSAN FRANCE DISNEYLAND RESORT MONOPRIX +{CANAL+ DISTRIBUTION, ANXA EUROPE, COMITE REGIONAL DE DEVELOPPEMENT TOURISTIQUE D'AUV} 42 0.0249703 3 CANAL+ DISTRIBUTION ANXA EUROPE COMITE REGIONAL DE DEVELOPPEMENT TOURISTIQUE D'AUV +{VOLKSWAGEN GROUPE, LG ELECTRONICS FRANCE, SONY PICTURES RELEASING, ...} 42 0.0249703 4 VOLKSWAGEN GROUPE LG ELECTRONICS FRANCE SONY PICTURES RELEASING FROMAGERIES BEL +{EBAY INTERNATIONAL AG} 21 0.0124851 1 EBAY INTERNATIONAL AG + +Cell frequencies + Societe +Date {SOFINCO, CARREFOUR FRANCE, BNP PARIBAS PERSONAL FINANCE, ...} {RENAULT SAS, SNCF, MICROSOFT, ...} {FRANCE TELECOM DVRCOL, LA FRANCAISE DES JEUX, CREDIT AGRICOLE - DMC, ...} {CRITEO, FRANCE TELECOM - OPF DCCS MHMR, NEXT PERFORMANCE, ...} {IRISCOMM, GDF SUEZ} {ATOUT FRANCE, LOOK VOYAGES, SARENZA.COM, ...} {PMU, BFORBANK, ING DIRECT, ...} {3 SUISSES FRANCE, GROUPAMA SA, HONDA AUTOMOBILES, ...} {MEETIC, PROCTER & GAMBLE FRANCE (Asnières), REGIEX (Groupement Mousquetaires)} {MC DONALD'S FRANCE, NISSAN FRANCE, DISNEYLAND RESORT, ...} {CANAL+ DISTRIBUTION, ANXA EUROPE, COMITE REGIONAL DE DEVELOPPEMENT TOURISTIQUE D'AUV} {VOLKSWAGEN GROUPE, LG ELECTRONICS FRANCE, SONY PICTURES RELEASING, ...} {EBAY INTERNATIONAL AG} Total Coverage +{30/03/2010, 13/04/2010, 09/11/2010, ...} 632 142 143 119 74 103 85 69 45 43 40 42 21 1558 0.926278 +{09/12/2010, 24/08/2010, 30/12/2009, ...} 16 12 0 0 17 2 4 0 13 3 2 0 0 69 0.0410226 +{11/07/2011, 05/10/2011, 23/11/2010, ...} 15 5 8 0 18 2 0 1 6 0 0 0 0 55 0.0326992 +Total 663 159 151 119 109 107 89 70 64 46 42 42 21 1682 +Coverage 0.394174 0.0945303 0.0897741 0.0707491 0.0648038 0.0636147 0.0529132 0.0416171 0.0380499 0.0273484 0.0249703 0.0249703 0.0124851 + +Cells 28 +Cell Id Date Societe 1 2 3 4 5 Interest Frequency Coverage +C16 {30/03/2010, 13/04/2010, 09/11/2010, ...} {ATOUT FRANCE, LOOK VOYAGES, SARENZA.COM, ...} 0.0291262 0.0194175 0.038835 0.00970874 0.902913 0.187645 103 0.0612366 +C10 {30/03/2010, 13/04/2010, 09/11/2010, ...} {CRITEO, FRANCE TELECOM - OPF DCCS MHMR, NEXT PERFORMANCE, ...} 0 0.210084 0.731092 0.0504202 0.00840336 0.1555 119 0.0707491 +C7 {30/03/2010, 13/04/2010, 09/11/2010, ...} {FRANCE TELECOM DVRCOL, LA FRANCAISE DES JEUX, CREDIT AGRICOLE - DMC, ...} 0.20979 0.111888 0.188811 0.48951 0 0.080668 143 0.0850178 +C22 {30/03/2010, 13/04/2010, 09/11/2010, ...} {3 SUISSES FRANCE, GROUPAMA SA, HONDA AUTOMOBILES, ...} 0.057971 0 0.144928 0.695652 0.101449 0.0721444 69 0.0410226 +C37 {30/03/2010, 13/04/2010, 09/11/2010, ...} {EBAY INTERNATIONAL AG} 0 1 0 0 0 0.0513453 21 0.0124851 +C13 {30/03/2010, 13/04/2010, 09/11/2010, ...} {IRISCOMM, GDF SUEZ} 0.243243 0.378378 0.351351 0.0135135 0.0135135 0.045766 74 0.0439952 +C19 {30/03/2010, 13/04/2010, 09/11/2010, ...} {PMU, BFORBANK, ING DIRECT, ...} 0.4 0.152941 0 0.341176 0.105882 0.0452974 85 0.0505351 +C15 {11/07/2011, 05/10/2011, 23/11/2010, ...} {IRISCOMM, GDF SUEZ} 1 0 0 0 0 0.0439294 18 0.0107015 +C14 {09/12/2010, 24/08/2010, 30/12/2009, ...} {IRISCOMM, GDF SUEZ} 0 0.941176 0.0588235 0 0 0.0357536 17 0.010107 +C28 {30/03/2010, 13/04/2010, 09/11/2010, ...} {MC DONALD'S FRANCE, NISSAN FRANCE, DISNEYLAND RESORT, ...} 0 0.232558 0.139535 0.581395 0.0465116 0.0353527 43 0.0255648 +C2 {09/12/2010, 24/08/2010, 30/12/2009, ...} {SOFINCO, CARREFOUR FRANCE, BNP PARIBAS PERSONAL FINANCE, ...} 0.0625 0 0.9375 0 0 0.0334628 16 0.00951249 +C31 {30/03/2010, 13/04/2010, 09/11/2010, ...} {CANAL+ DISTRIBUTION, ANXA EUROPE, COMITE REGIONAL DE DEVELOPPEMENT TOURISTIQUE D'AUV} 0.6 0.25 0.05 0.025 0.075 0.0312663 40 0.0237812 +C25 {30/03/2010, 13/04/2010, 09/11/2010, ...} {MEETIC, PROCTER & GAMBLE FRANCE (Asnières), REGIEX (Groupement Mousquetaires)} 0.0222222 0.111111 0.444444 0.0444444 0.377778 0.0289142 45 0.0267539 +C34 {30/03/2010, 13/04/2010, 09/11/2010, ...} {VOLKSWAGEN GROUPE, LG ELECTRONICS FRANCE, SONY PICTURES RELEASING, ...} 0.047619 0.285714 0.047619 0.0952381 0.52381 0.02634 42 0.0249703 +C5 {09/12/2010, 24/08/2010, 30/12/2009, ...} {RENAULT SAS, SNCF, MICROSOFT, ...} 0.916667 0 0 0.0833333 0 0.0240496 12 0.00713436 +C3 {11/07/2011, 05/10/2011, 23/11/2010, ...} {SOFINCO, CARREFOUR FRANCE, BNP PARIBAS PERSONAL FINANCE, ...} 0.733333 0.133333 0.0666667 0.0666667 0 0.01699 15 0.00891795 +C1 {30/03/2010, 13/04/2010, 09/11/2010, ...} {SOFINCO, CARREFOUR FRANCE, BNP PARIBAS PERSONAL FINANCE, ...} 0.256329 0.208861 0.15981 0.158228 0.216772 0.0164941 632 0.375743 +C27 {11/07/2011, 05/10/2011, 23/11/2010, ...} {MEETIC, PROCTER & GAMBLE FRANCE (Asnières), REGIEX (Groupement Mousquetaires)} 0 1 0 0 0 0.0146701 6 0.00356718 +C26 {09/12/2010, 24/08/2010, 30/12/2009, ...} {MEETIC, PROCTER & GAMBLE FRANCE (Asnières), REGIEX (Groupement Mousquetaires)} 0 0.307692 0.0769231 0.538462 0.0769231 0.010326 13 0.00772889 +C9 {11/07/2011, 05/10/2011, 23/11/2010, ...} {FRANCE TELECOM DVRCOL, LA FRANCAISE DES JEUX, CREDIT AGRICOLE - DMC, ...} 0.5 0.125 0.375 0 0 0.0076356 8 0.00475624 +C4 {30/03/2010, 13/04/2010, 09/11/2010, ...} {RENAULT SAS, SNCF, MICROSOFT, ...} 0.119718 0.204225 0.225352 0.253521 0.197183 0.00611504 142 0.0844233 +C6 {11/07/2011, 05/10/2011, 23/11/2010, ...} {RENAULT SAS, SNCF, MICROSOFT, ...} 0.2 0 0 0.2 0.6 0.00515591 5 0.00297265 +C17 {09/12/2010, 24/08/2010, 30/12/2009, ...} {ATOUT FRANCE, LOOK VOYAGES, SARENZA.COM, ...} 0 0 0 0 1 0.00500927 2 0.00118906 +C32 {09/12/2010, 24/08/2010, 30/12/2009, ...} {CANAL+ DISTRIBUTION, ANXA EUROPE, COMITE REGIONAL DE DEVELOPPEMENT TOURISTIQUE D'AUV} 0 1 0 0 0 0.00489003 2 0.00118906 +C18 {11/07/2011, 05/10/2011, 23/11/2010, ...} {ATOUT FRANCE, LOOK VOYAGES, SARENZA.COM, ...} 0 1 0 0 0 0.00489003 2 0.00118906 +C29 {09/12/2010, 24/08/2010, 30/12/2009, ...} {MC DONALD'S FRANCE, NISSAN FRANCE, DISNEYLAND RESORT, ...} 0 0.666667 0 0.333333 0 0.00443746 3 0.00178359 +C20 {09/12/2010, 24/08/2010, 30/12/2009, ...} {PMU, BFORBANK, ING DIRECT, ...} 0 0.5 0.25 0 0.25 0.00348405 4 0.00237812 +C24 {11/07/2011, 05/10/2011, 23/11/2010, ...} {3 SUISSES FRANCE, GROUPAMA SA, HONDA AUTOMOBILES, ...} 0 0 0 1 0 0.00246767 1 0.00059453 + Total 0.202735 0.20214 0.201546 0.199168 0.194411 1 1682 1 + +---------------------------------------------- +Rank R2 +Variables + Type Name + Categorical Class_12 + Categorical Date + +Variables stats +Class_12 +Group Frequency Coverage Size Value list +{} 1001 0.595125 1 +{1} 341 0.202735 1 1 +{2} 340 0.20214 1 2 * +Date +Group Frequency Coverage Size Value list +{09/12/2010, 13/04/2010, 09/11/2010} 1662 0.988109 472 09/12/2010 13/04/2010 09/11/2010 * +{30/03/2010} 20 0.0118906 1 30/03/2010 + +Cell frequencies + Date +Class_12 {09/12/2010, 13/04/2010, 09/11/2010} {30/03/2010} Total Coverage +{} 983 18 1001 0.595125 +{1} 341 0 341 0.202735 +{2} 338 2 340 0.20214 +Total 1662 20 1682 +Coverage 0.988109 0.0118906 + +Cells 5 +Cell Id Class_12 Date 1 2 3 4 5 Interest Frequency Coverage +C2 {1} {09/12/2010, 13/04/2010, 09/11/2010} 1 0 0 0 0 0.335128 341 0.202735 +C3 {2} {09/12/2010, 13/04/2010, 09/11/2010} 0 1 0 0 0 0.332791 338 0.200951 +C1 {} {09/12/2010, 13/04/2010, 09/11/2010} 0 0 0.344863 0.339776 0.315361 0.314351 983 0.584423 +C4 {} {30/03/2010} 0 0 0 0.0555556 0.944444 0.0157615 18 0.0107015 +C6 {2} {30/03/2010} 0 1 0 0 0 0.00196918 2 0.00118906 + Total 0.202735 0.20214 0.201546 0.199168 0.194411 1 1682 1 + +---------------------------------------------- +Rank R4 +Variables + Type Name + Categorical Class_12 + Categorical Societe + +Variables stats +Class_12 +Group Frequency Coverage Size Value list +{} 1001 0.595125 1 +{1} 341 0.202735 1 1 +{2} 340 0.20214 1 2 * +Societe +Group Frequency Coverage Size Value list +{RENAULT SAS, SOFINCO, CARREFOUR FRANCE, ...} 980 0.58264 326 RENAULT SAS SOFINCO CARREFOUR FRANCE MEETIC SNCF CANAL+ DISTRIBUTION EBAY INTERNATIONAL AG MICROSOFT PROCTER & GAMBLE FRANCE (Asnières) IKEA FRANCE AUTOMOBILES CITROEN REGIEX (Groupement Mousquetaires) VOLKSWAGEN GROUPE BFORBANK BNP PARIBAS PERSONAL FINANCE SEPHORA ANXA EUROPE L'OREAL PARIS LECLERC (SC GALEC) EDF AUTOMOBILES PEUGEOT SONY PICTURES RELEASING COMITE REGIONAL DE DEVELOPPEMENT TOURISTIQUE D'AUV FROMAGERIES BEL AFFINITAS GMBH * +{FRANCE TELECOM DVRCOL, PMU, 3 SUISSES FRANCE, ...} 350 0.208086 23 FRANCE TELECOM DVRCOL PMU 3 SUISSES FRANCE LA FRANCAISE DES JEUX CREDIT AGRICOLE - DMC MC DONALD'S FRANCE GROUPAMA SA ING DIRECT GENERAL MOTORS FRANCE NISSAN FRANCE CDISCOUNT (Bordeaux) HONDA AUTOMOBILES LA REDOUTE SA NOKIA FRANCE DISNEYLAND RESORT ALLIANZ IARD AXA BMW FRANCE CLUB MEDITERRANEE LA BANQUE POSTALE MONOPRIX SONY FRANCE KIA MOTORS FRANCE +{IRISCOMM, CRITEO, FRANCE TELECOM - OPF DCCS MHMR, ...} 235 0.139715 7 IRISCOMM CRITEO FRANCE TELECOM - OPF DCCS MHMR NEXT PERFORMANCE VOYAGES-SNCF.COM GDF SUEZ COFIDIS +{ATOUT FRANCE, LOOK VOYAGES, SARENZA.COM, ...} 117 0.06956 10 ATOUT FRANCE LOOK VOYAGES SARENZA.COM VISTAPRINT ESPANA, S.L. LG ELECTRONICS FRANCE UNILEVER FRANCE NINTENDO FRANCE TWENTIETH CENTURY FOX INC. KRAFT FOODS PARAMOUNT PICTURES FRANCE PRODUCTIONS + +Cell frequencies + Societe +Class_12 {RENAULT SAS, SOFINCO, CARREFOUR FRANCE, ...} {FRANCE TELECOM DVRCOL, PMU, 3 SUISSES FRANCE, ...} {IRISCOMM, CRITEO, FRANCE TELECOM - OPF DCCS MHMR, ...} {ATOUT FRANCE, LOOK VOYAGES, SARENZA.COM, ...} Total Coverage +{} 523 243 128 107 1001 0.595125 +{1} 239 61 38 3 341 0.202735 +{2} 218 46 69 7 340 0.20214 +Total 980 350 235 117 1682 +Coverage 0.58264 0.208086 0.139715 0.06956 + +Cells 12 +Cell Id Class_12 Societe 1 2 3 4 5 Interest Frequency Coverage +C2 {1} {RENAULT SAS, SOFINCO, CARREFOUR FRANCE, ...} 1 0 0 0 0 0.201185 239 0.142093 +C3 {2} {RENAULT SAS, SOFINCO, CARREFOUR FRANCE, ...} 0 1 0 0 0 0.183846 218 0.129608 +C1 {} {RENAULT SAS, SOFINCO, CARREFOUR FRANCE, ...} 0 0 0.319312 0.284895 0.395793 0.146292 523 0.310939 +C4 {} {FRANCE TELECOM DVRCOL, PMU, 3 SUISSES FRANCE, ...} 0 0 0.205761 0.728395 0.0658436 0.112473 243 0.144471 +C7 {} {IRISCOMM, CRITEO, FRANCE TELECOM - OPF DCCS MHMR, ...} 0 0 0.921875 0.0625 0.015625 0.0870826 128 0.0760999 +C10 {} {ATOUT FRANCE, LOOK VOYAGES, SARENZA.COM, ...} 0 0 0.0373832 0.00934579 0.953271 0.0803738 107 0.0636147 +C9 {2} {IRISCOMM, CRITEO, FRANCE TELECOM - OPF DCCS MHMR, ...} 0 1 0 0 0 0.0581897 69 0.0410226 +C5 {1} {FRANCE TELECOM DVRCOL, PMU, 3 SUISSES FRANCE, ...} 1 0 0 0 0 0.0513485 61 0.0362663 +C6 {2} {FRANCE TELECOM DVRCOL, PMU, 3 SUISSES FRANCE, ...} 0 1 0 0 0 0.0387931 46 0.0273484 +C8 {1} {IRISCOMM, CRITEO, FRANCE TELECOM - OPF DCCS MHMR, ...} 1 0 0 0 0 0.0319876 38 0.0225922 +C12 {2} {ATOUT FRANCE, LOOK VOYAGES, SARENZA.COM, ...} 0 1 0 0 0 0.0059033 7 0.00416171 +C11 {1} {ATOUT FRANCE, LOOK VOYAGES, SARENZA.COM, ...} 1 0 0 0 0 0.00252534 3 0.00178359 + Total 0.202735 0.20214 0.201546 0.199168 0.194411 1 1682 1 + +---------------------------------------------- +Rank R6 +Variables + Type Name + Categorical Class_12 + Categorical Class_235 + +Variables stats +Class_12 +Group Frequency Coverage Size Value list +{} 1001 0.595125 1 +{1} 341 0.202735 1 1 +{2} 340 0.20214 1 2 * +Class_235 +Group Frequency Coverage Size Value list +{, 4} 1016 0.604043 2 4 +{3} 339 0.201546 1 3 +{5} 327 0.194411 1 5 * + +Cell frequencies + Class_235 +Class_12 {, 4} {3} {5} Total Coverage +{} 335 339 327 1001 0.595125 +{1} 341 0 0 341 0.202735 +{2} 340 0 0 340 0.20214 +Total 1016 339 327 1682 +Coverage 0.604043 0.201546 0.194411 + +Cells 5 +Cell Id Class_12 Class_235 1 2 3 4 5 Interest Frequency Coverage +C2 {1} {, 4} 1 0 0 0 0 0.201039 341 0.202735 +C3 {2} {, 4} 0 1 0 0 0 0.200818 340 0.20214 +C4 {} {3} 0 0 1 0 0 0.200596 339 0.201546 +C1 {} {, 4} 0 0 0 1 0 0.199698 335 0.199168 +C7 {} {5} 0 0 0 0 1 0.197849 327 0.194411 + Total 0.202735 0.20214 0.201546 0.199168 0.194411 1 1682 1 diff --git a/test/LearningTest/TestKhiops/Standard/CPM2D/results.ref/PreparationReport.xls b/test/LearningTest/TestKhiops/Standard/CPM2D/results.ref/PreparationReport.xls new file mode 100644 index 000000000..178da0810 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/CPM2D/results.ref/PreparationReport.xls @@ -0,0 +1,726 @@ +#Khiops 10.1.5 +Descriptive statistics + + +Problem description +Short description + +Dictionary Dictionary +Variables + Categorical 5 + Total 5 + +Database ./CPM.txt +Sample percentage 70 +Sampling mode Include sample +Selection variable +Selection value +Instances 1682 + +Learning task Classification analysis + +Target variable Categorical Class + +Target variable stats +Value Frequency Coverage +1 341 0.202735 +2 340 0.20214 +3 339 0.201546 +4 335 0.199168 +5 327 0.194411 + +Evaluated variables 4 +Native variables 2 +Constructed variables 2 +Informative variables 4 + +Max number of constructed variables 0 +Max number of trees 0 +Max number of variable pairs 10 +Discretization MODL +Value grouping MODL + +Null model + Constr. cost 0.693147 + Prep. cost 26.5388 + Data cost 2692.37 + + +Categorical variables statistics + +Rank Name Level Groups Values Mode Mode coverage Constr. cost Prep. cost Data cost Derivation rule +R1 Class_235 0.793667 4 4 0.404875 2.30259 90.2957 468.545 IfC(Or(EQc(Class, "1"), EQc(Class, "2")), "", CopyC(Class)) +R2 Class_12 0.571773 3 3 0.595125 2.30259 69.8059 1092.5 IfC(Or(EQc(Class, "1"), EQc(Class, "2")), CopyC(Class), "") +R3 Societe 0.100515 10 366 IRISCOMM 0.059453 2.30259 303.641 2140.3 +R4 Date 0.0154335 5 473 30/03/2010 0.0118906 2.30259 136.157 2539.17 + + +-------------------------------------------------------------------------------- + +Variables detailed statistics + + +Rank R1 +Variable Categorical Class_235 + +Variable stats +Group Size Value list +{} 1 +{3} 1 3 +{4} 1 4 +{5} 1 5 * + +% target values +Group 1 2 3 4 5 Interest Frequency Coverage +{} 0.500734 0.499266 0 0 0 0.27552 681 0.404875 +{3} 0 0 1 0 0 0.242965 339 0.201546 +{4} 0 0 0 1 0 0.241877 335 0.199168 +{5} 0 0 0 0 1 0.239638 327 0.194411 +Total 0.202735 0.20214 0.201546 0.199168 0.194411 1 1682 1 + +Values +Value Frequency Coverage + 681 0.404875 +3 339 0.201546 +4 335 0.199168 +5 327 0.194411 + +---------------------------------------------- +Rank R2 +Variable Categorical Class_12 + +Variable stats +Group Size Value list +{} 1 +{1} 1 1 +{2} 1 2 * + +% target values +Group 1 2 3 4 5 Interest Frequency Coverage +{1} 1 0 0 0 0 0.338576 341 0.202735 +{2} 0 1 0 0 0 0.338205 340 0.20214 +{} 0 0 0.338661 0.334665 0.326673 0.323219 1001 0.595125 +Total 0.202735 0.20214 0.201546 0.199168 0.194411 1 1682 1 + +Values +Value Frequency Coverage + 1001 0.595125 +1 341 0.202735 +2 340 0.20214 + +---------------------------------------------- +Rank R3 +Variable Categorical Societe + +Variable stats +Group Size Value list +{CARREFOUR FRANCE, CANAL+ DISTRIBUTION, MICROSOFT, ...} 309 CARREFOUR FRANCE CANAL+ DISTRIBUTION MICROSOFT BNP PARIBAS PERSONAL FINANCE SEPHORA L'OREAL PARIS LECLERC (SC GALEC) AFFINITAS GMBH * +{3 SUISSES FRANCE, AUTOMOBILES CITROEN, MC DONALD'S FRANCE, ...} 17 3 SUISSES FRANCE AUTOMOBILES CITROEN MC DONALD'S FRANCE GROUPAMA SA GENERAL MOTORS FRANCE NISSAN FRANCE CDISCOUNT (Bordeaux) HONDA AUTOMOBILES LA REDOUTE SA NOKIA FRANCE DISNEYLAND RESORT AXA BMW FRANCE LA BANQUE POSTALE MONOPRIX SONY FRANCE KIA MOTORS FRANCE +{RENAULT SAS, MEETIC, PROCTER & GAMBLE FRANCE (Asnières), ...} 8 RENAULT SAS MEETIC PROCTER & GAMBLE FRANCE (Asnières) IKEA FRANCE REGIEX (Groupement Mousquetaires) VOLKSWAGEN GROUPE EDF GDF SUEZ +{ATOUT FRANCE, LOOK VOYAGES, SARENZA.COM, ...} 12 ATOUT FRANCE LOOK VOYAGES SARENZA.COM VISTAPRINT ESPANA, S.L. LG ELECTRONICS FRANCE UNILEVER FRANCE NINTENDO FRANCE TWENTIETH CENTURY FOX INC. KRAFT FOODS PARAMOUNT PICTURES FRANCE PRODUCTIONS SONY PICTURES RELEASING FROMAGERIES BEL +{IRISCOMM, ANXA EUROPE, COMITE REGIONAL DE DEVELOPPEMENT TOURISTIQUE D'AUV} 3 IRISCOMM ANXA EUROPE COMITE REGIONAL DE DEVELOPPEMENT TOURISTIQUE D'AUV +{CRITEO, FRANCE TELECOM - OPF DCCS MHMR, NEXT PERFORMANCE, ...} 4 CRITEO FRANCE TELECOM - OPF DCCS MHMR NEXT PERFORMANCE VOYAGES-SNCF.COM +{FRANCE TELECOM DVRCOL, LA FRANCAISE DES JEUX, CREDIT AGRICOLE - DMC, ...} 4 FRANCE TELECOM DVRCOL LA FRANCAISE DES JEUX CREDIT AGRICOLE - DMC ALLIANZ IARD +{PMU, BFORBANK, ING DIRECT, ...} 5 PMU BFORBANK ING DIRECT AUTOMOBILES PEUGEOT CLUB MEDITERRANEE +{SOFINCO, SNCF, COFIDIS} 3 SOFINCO SNCF COFIDIS +{EBAY INTERNATIONAL AG} 1 EBAY INTERNATIONAL AG + +% target values +Group 1 2 3 4 5 Interest Frequency Coverage +{ATOUT FRANCE, LOOK VOYAGES, SARENZA.COM, ...} 0.0227273 0.0757576 0.0378788 0.030303 0.833333 0.257727 132 0.078478 +{CRITEO, FRANCE TELECOM - OPF DCCS MHMR, NEXT PERFORMANCE, ...} 0 0.210084 0.731092 0.0504202 0.00840336 0.205004 119 0.0707491 +{3 SUISSES FRANCE, AUTOMOBILES CITROEN, MC DONALD'S FRANCE, ...} 0.085 0.125 0.15 0.56 0.08 0.132909 200 0.118906 +{IRISCOMM, ANXA EUROPE, COMITE REGIONAL DE DEVELOPPEMENT TOURISTIQUE D'AUV} 0.4 0.391667 0.2 0 0.00833333 0.12172 120 0.0713436 +{FRANCE TELECOM DVRCOL, LA FRANCAISE DES JEUX, CREDIT AGRICOLE - DMC, ...} 0.230769 0.119658 0.205128 0.444444 0 0.0772559 117 0.06956 +{EBAY INTERNATIONAL AG} 0 1 0 0 0 0.0676915 21 0.0124851 +{PMU, BFORBANK, ING DIRECT, ...} 0.434211 0.144737 0.0131579 0.328947 0.0789474 0.0521515 76 0.0451843 +{RENAULT SAS, MEETIC, PROCTER & GAMBLE FRANCE (Asnières), ...} 0.0657895 0.296053 0.25 0.144737 0.243421 0.0310457 152 0.0903686 +{SOFINCO, SNCF, COFIDIS} 0.368421 0.0350877 0.350877 0.122807 0.122807 0.027278 57 0.0338882 +{CARREFOUR FRANCE, CANAL+ DISTRIBUTION, MICROSOFT, ...} 0.264535 0.203488 0.159884 0.155523 0.21657 0.0272165 688 0.409037 +Total 0.202735 0.20214 0.201546 0.199168 0.194411 1 1682 1 + +Values +Value Frequency Coverage +IRISCOMM 100 0.059453 +FRANCE TELECOM DVRCOL 61 0.0362663 +CRITEO 54 0.0321046 +PMU 31 0.0184304 +RENAULT SAS 31 0.0184304 +3 SUISSES FRANCE 28 0.0166468 +LA FRANCAISE DES JEUX 28 0.0166468 +SOFINCO 27 0.0160523 +CARREFOUR FRANCE 26 0.0154578 +FRANCE TELECOM - OPF DCCS MHMR 26 0.0154578 +NEXT PERFORMANCE 25 0.0148633 +MEETIC 24 0.0142687 +SNCF 23 0.0136742 +CANAL+ DISTRIBUTION 22 0.0130797 +EBAY INTERNATIONAL AG 21 0.0124851 +MICROSOFT 21 0.0124851 +PROCTER & GAMBLE FRANCE (Asnières) 21 0.0124851 +ATOUT FRANCE 20 0.0118906 +CREDIT AGRICOLE - DMC 20 0.0118906 +IKEA FRANCE 20 0.0118906 +AUTOMOBILES CITROEN 19 0.0112961 +REGIEX (Groupement Mousquetaires) 19 0.0112961 +LOOK VOYAGES 18 0.0107015 +MC DONALD'S FRANCE 18 0.0107015 +GROUPAMA SA 17 0.010107 +VOLKSWAGEN GROUPE 17 0.010107 +BFORBANK 16 0.00951249 +BNP PARIBAS PERSONAL FINANCE 15 0.00891795 +SEPHORA 14 0.00832342 +VOYAGES-SNCF.COM 14 0.00832342 +ANXA EUROPE 13 0.00772889 +ING DIRECT 13 0.00772889 +L'OREAL PARIS 13 0.00772889 +SARENZA.COM 13 0.00772889 +LECLERC (SC GALEC) 12 0.00713436 +VISTAPRINT ESPANA, S.L. 12 0.00713436 +EDF 11 0.00653983 +GENERAL MOTORS FRANCE 11 0.00653983 +NISSAN FRANCE 11 0.00653983 +CDISCOUNT (Bordeaux) 10 0.0059453 +HONDA AUTOMOBILES 10 0.0059453 +LA REDOUTE SA 10 0.0059453 +LG ELECTRONICS FRANCE 10 0.0059453 +NOKIA FRANCE 10 0.0059453 +UNILEVER FRANCE 10 0.0059453 +DISNEYLAND RESORT 9 0.00535077 +GDF SUEZ 9 0.00535077 +NINTENDO FRANCE 9 0.00535077 +TWENTIETH CENTURY FOX INC. 9 0.00535077 +ALLIANZ IARD 8 0.00475624 +AUTOMOBILES PEUGEOT 8 0.00475624 +AXA 8 0.00475624 +BMW FRANCE 8 0.00475624 +CLUB MEDITERRANEE 8 0.00475624 +KRAFT FOODS 8 0.00475624 +LA BANQUE POSTALE 8 0.00475624 +MONOPRIX 8 0.00475624 +PARAMOUNT PICTURES FRANCE PRODUCTIONS 8 0.00475624 +SONY FRANCE 8 0.00475624 +SONY PICTURES RELEASING 8 0.00475624 +COFIDIS 7 0.00416171 +COMITE REGIONAL DE DEVELOPPEMENT TOURISTIQUE D'AUV 7 0.00416171 +FROMAGERIES BEL 7 0.00416171 +KIA MOTORS FRANCE 7 0.00416171 +AFFINITAS GMBH 6 0.00356718 +AUCHAN FRANCE 6 0.00356718 +BLACKBERRY - RIM UK 6 0.00356718 +BRITTANY FERRIES 6 0.00356718 +CNCEP 6 0.00356718 +DECATHLON ENSEIGNE FRANCE 6 0.00356718 +FORTUNEO SA 6 0.00356718 +HEWLETT PACKARD FRANCE (Issy) 6 0.00356718 +HSBC FRANCE 6 0.00356718 +NESPRESSO FRANCE 6 0.00356718 +OFFICE NATIONAL MAROCAIN DU TOURISME 6 0.00356718 +ABRIDEAL 5 0.00297265 +BACKLINE 5 0.00297265 +CANON EUROPA NV 5 0.00297265 +CLARINS 5 0.00297265 +DANONE FRANCE 5 0.00297265 +FNAC 5 0.00297265 +MARS PF France 5 0.00297265 +NESTLE FRANCE 5 0.00297265 +PIERRE ET VACANCES 5 0.00297265 +TOYS R US 5 0.00297265 +BOULANGER SA 4 0.00237812 +CNED 4 0.00237812 +DANONE PRODUITS FRAIS FRANCE 4 0.00237812 +EUROSTAR GROUP 4 0.00237812 +FRAM 4 0.00237812 +GROUPE SEB FRANCE 4 0.00237812 +JUSTE POUR RIRE 4 0.00237812 +LCL 4 0.00237812 +MAAF ASSURANCES 4 0.00237812 +MINISTERE DE L'ECONOMIE, FINANCES ET EMPLOI 4 0.00237812 +MMA IARD 4 0.00237812 +MOBIFUN 4 0.00237812 +PARFUMS CHRISTIAN DIOR 4 0.00237812 +PREVADIES 4 0.00237812 +SOMFY FRANCE 4 0.00237812 +THALYS INTERNATIONAL 4 0.00237812 +TOYOTA FRANCE 4 0.00237812 +TURESPANA 4 0.00237812 +ADEME - AG ENVIRONNEMENT ET MAITRISE DE L'ÉNERGIE 3 0.00178359 +AEROPORT DE BORDEAUX MERIGNAC 3 0.00178359 +APPLE SALES INTERNATIONAL 3 0.00178359 +ARC - L'ASSOCIATION POUR LA RECHERCHE SUR LE CANCE 3 0.00178359 +ARTISTIC RECORDS 3 0.00178359 +ATTRACTIVE WORLD 3 0.00178359 +BNP PARIBAS 3 0.00178359 +BOURSORAMA BANQUE 3 0.00178359 +C&A Int 3 0.00178359 +CENTER PARCS FRANCE SAS 3 0.00178359 +DELL PRODUCTS 3 0.00178359 +EFS 3 0.00178359 +EPARCO 3 0.00178359 +FNPCA 3 0.00178359 +FORD FRANCE 3 0.00178359 +FRANCE TELECOM OPF/DCOF/MHM 3 0.00178359 +GAMEDUELL INTL 3 0.00178359 +GEBERIT 3 0.00178359 +KELLOGG'S PRODUITS ALIMENTAIRES 3 0.00178359 +L'ARGUS AUTOMOBILE EDITEUR 3 0.00178359 +LEROY MERLIN 3 0.00178359 +MARRIOTT 3 0.00178359 +MIDAS 3 0.00178359 +MINISTERE DE L'ECOLOGIE (Direction Communication) 3 0.00178359 +MOBY LINES 3 0.00178359 +NORAUTO 3 0.00178359 +OFFICE DU TOURISME D'IRLANDE 3 0.00178359 +PANASONIC 3 0.00178359 +THEATRE DE PARIS 3 0.00178359 +WARNER BROS FRANCE 3 0.00178359 +ZALANDO GMBH 3 0.00178359 +ADIDAS FRANCE 2 0.00118906 +ADIMA PRODUCTIONS 2 0.00118906 +AEROPORT DE LYON 2 0.00118906 +AEROPORT NANTES ATLANTIQUE 2 0.00118906 +ANCV 2 0.00118906 +ATAC 2 0.00118906 +AVIVA FRANCE 2 0.00118906 +AZIMUTH PRODUCTIONS 2 0.00118906 +BANQUE FEDERALE DES BANQUES POPULAIRES 2 0.00118906 +BEST WESTERN 2 0.00118906 +CAISSE D'EPARGNE PROVENCE ALPES CORSE 2 0.00118906 +CAISSE NATIONALE ASSURANCE MALADIE 2 0.00118906 +COCA COLA SERVICES NV BELGIQUE 2 0.00118906 +DATA FILIATION 2 0.00118906 +EASYJET 2 0.00118906 +EQUINOX LIMITED 2 0.00118906 +FP2E 2 0.00118906 +FRANCE TELEVISIONS 2 0.00118906 +GENERAL MILLS INTERNATIONAL 2 0.00118906 +GOUVERNEMENT PREMIER MINISTRE 2 0.00118906 +GRAND OPTICAL 2 0.00118906 +HASBRO 2 0.00118906 +HERTZ EUROPE 2 0.00118906 +KFC 2 0.00118906 +LA POSTE 2 0.00118906 +LACOSTE SA 2 0.00118906 +LASCAD 2 0.00118906 +LVMH 2 0.00118906 +MALTA TOURISM AUTHORITY 2 0.00118906 +MARS CHOCOLAT France 2 0.00118906 +MELITTA 2 0.00118906 +MONABANQ 2 0.00118906 +MUTUELLE GENERALE 2 0.00118906 +MUTUELLE NATIONALE DES HOSPITALIERS ET DES PROFESS 2 0.00118906 +NICORETTE (PFIZER SANTE GP) 2 0.00118906 +NIVEA BEIERSDORF 2 0.00118906 +OFFICE NATIONAL DE TOURISME DE MADAGASCAR 2 0.00118906 +OFFICE TOURISME D'AFRIQUE DU SUD 2 0.00118906 +OUEST FRANCE 2 0.00118906 +PHD 2 0.00118906 +RECYLUM 2 0.00118906 +SHOWROOMPRIVE 2 0.00118906 +SWISS AIR INTERNATIONAL 2 0.00118906 +THEATRE SAINT-GEORGES 2 0.00118906 +TOSHIBA FRANCE 2 0.00118906 +TOURISM NEW ZEALAND 2 0.00118906 +TRAVELZOO (EUROPE) LTD 2 0.00118906 +TS3 2 0.00118906 +TWC 2 0.00118906 +VIPARIS 2 0.00118906 +VOLVO AUTOMOBILE FRANCE 2 0.00118906 +YVES ROCHER (ISSY) 2 0.00118906 +ACCOR - SMI - SOCIETE MANAGEMENT INTERMARQUES 1 0.00059453 +... + +---------------------------------------------- +Rank R4 +Variable Categorical Date + +Variable stats +Group Size Value list +{09/11/2010, 13/07/2010, 26/08/2011, ...} 458 09/11/2010 13/07/2010 26/08/2011 03/05/2011 08/11/2010 14/10/2011 24/08/2010 11/05/2011 21/10/2011 24/03/2010 29/09/2011 02/02/2012 10/02/2010 12/10/2010 17/03/2010 17/10/2011 20/12/2011 26/10/2011 27/04/2010 27/09/2011 31/01/2011 01/02/2011 01/02/2012 01/09/2010 02/02/2011 02/12/2010 04/05/2010 05/03/2010 05/08/2011 10/06/2010 15/06/2011 16/01/2012 18/02/2010 18/11/2010 19/01/2011 22/09/2011 23/02/2010 23/06/2011 23/11/2011 28/04/2010 30/11/2010 30/11/2011 02/08/2011 * +{11/07/2011, 22/06/2011, 05/10/2011, ...} 7 11/07/2011 22/06/2011 05/10/2011 25/08/2011 23/11/2010 14/12/2009 29/07/2011 +{09/12/2010, 13/04/2010, 06/06/2011} 3 09/12/2010 13/04/2010 06/06/2011 +{30/03/2010, 09/03/2011, 04/03/2010} 3 30/03/2010 09/03/2011 04/03/2010 +{30/12/2009, 24/06/2011} 2 30/12/2009 24/06/2011 + +% target values +Group 1 2 3 4 5 Interest Frequency Coverage +{11/07/2011, 22/06/2011, 05/10/2011, ...} 0.71831 0.0140845 0.15493 0.0422535 0.0704225 0.364085 71 0.0422117 +{30/03/2010, 09/03/2011, 04/03/2010} 0.025641 0.0512821 0.025641 0.025641 0.871795 0.311338 39 0.0231867 +{09/12/2010, 13/04/2010, 06/06/2011} 0.52381 0.333333 0.0238095 0.0952381 0.0238095 0.153082 42 0.0249703 +{30/12/2009, 24/06/2011} 0.0555556 0 0.833333 0.111111 0 0.139258 18 0.0107015 +{09/11/2010, 13/07/2010, 26/08/2011, ...} 0.175926 0.213624 0.205688 0.214947 0.189815 0.032236 1512 0.89893 +Total 0.202735 0.20214 0.201546 0.199168 0.194411 1 1682 1 + +Values +Value Frequency Coverage +30/03/2010 20 0.0118906 +09/12/2010 18 0.0107015 +13/04/2010 15 0.00891795 +09/11/2010 12 0.00713436 +11/07/2011 12 0.00713436 +22/06/2011 12 0.00713436 +05/10/2011 11 0.00653983 +13/07/2010 11 0.00653983 +25/08/2011 11 0.00653983 +26/08/2011 11 0.00653983 +03/05/2011 10 0.0059453 +08/11/2010 10 0.0059453 +09/03/2011 10 0.0059453 +14/10/2011 10 0.0059453 +24/08/2010 10 0.0059453 +30/12/2009 10 0.0059453 +04/03/2010 9 0.00535077 +06/06/2011 9 0.00535077 +11/05/2011 9 0.00535077 +21/10/2011 9 0.00535077 +23/11/2010 9 0.00535077 +24/03/2010 9 0.00535077 +29/09/2011 9 0.00535077 +02/02/2012 8 0.00475624 +10/02/2010 8 0.00475624 +12/10/2010 8 0.00475624 +14/12/2009 8 0.00475624 +17/03/2010 8 0.00475624 +17/10/2011 8 0.00475624 +20/12/2011 8 0.00475624 +24/06/2011 8 0.00475624 +26/10/2011 8 0.00475624 +27/04/2010 8 0.00475624 +27/09/2011 8 0.00475624 +29/07/2011 8 0.00475624 +31/01/2011 8 0.00475624 +01/02/2011 7 0.00416171 +01/02/2012 7 0.00416171 +01/09/2010 7 0.00416171 +02/02/2011 7 0.00416171 +02/12/2010 7 0.00416171 +04/05/2010 7 0.00416171 +05/03/2010 7 0.00416171 +05/08/2011 7 0.00416171 +10/06/2010 7 0.00416171 +15/06/2011 7 0.00416171 +16/01/2012 7 0.00416171 +18/02/2010 7 0.00416171 +18/11/2010 7 0.00416171 +19/01/2011 7 0.00416171 +22/09/2011 7 0.00416171 +23/02/2010 7 0.00416171 +23/06/2011 7 0.00416171 +23/11/2011 7 0.00416171 +28/04/2010 7 0.00416171 +30/11/2010 7 0.00416171 +30/11/2011 7 0.00416171 +02/08/2011 6 0.00356718 +02/11/2011 6 0.00356718 +03/01/2012 6 0.00356718 +03/06/2010 6 0.00356718 +04/06/2010 6 0.00356718 +04/08/2011 6 0.00356718 +04/11/2011 6 0.00356718 +05/01/2010 6 0.00356718 +05/02/2010 6 0.00356718 +06/05/2011 6 0.00356718 +07/05/2010 6 0.00356718 +07/07/2010 6 0.00356718 +09/02/2010 6 0.00356718 +12/07/2011 6 0.00356718 +14/01/2010 6 0.00356718 +14/01/2011 6 0.00356718 +15/03/2011 6 0.00356718 +17/01/2012 6 0.00356718 +17/12/2010 6 0.00356718 +18/05/2010 6 0.00356718 +19/04/2011 6 0.00356718 +19/12/2011 6 0.00356718 +20/01/2010 6 0.00356718 +21/04/2010 6 0.00356718 +21/11/2011 6 0.00356718 +22/03/2011 6 0.00356718 +22/04/2010 6 0.00356718 +25/07/2011 6 0.00356718 +27/01/2010 6 0.00356718 +30/04/2010 6 0.00356718 +30/09/2011 6 0.00356718 +01/03/2010 5 0.00297265 +02/02/2010 5 0.00297265 +02/04/2010 5 0.00297265 +02/12/2009 5 0.00297265 +03/02/2010 5 0.00297265 +05/01/2011 5 0.00297265 +05/04/2011 5 0.00297265 +05/08/2010 5 0.00297265 +06/04/2011 5 0.00297265 +06/12/2011 5 0.00297265 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/dev/null +++ b/test/LearningTest/TestKhiops/Standard/CPM2D/results.ref/err.txt @@ -0,0 +1,6 @@ +Train supervised model for classification of target variable Class +Database ./CPM.txt: Read records: 2372 Selected records: 1682 +Evaluation of variable pairs +Data preparation time: 0:00:01.04 +Write report ./results\AllReports.khj + diff --git a/test/LearningTest/TestKhiops/Standard/CPM2D/results.ref/time.log b/test/LearningTest/TestKhiops/Standard/CPM2D/results.ref/time.log new file mode 100644 index 000000000..a336c3200 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/CPM2D/results.ref/time.log @@ -0,0 +1 @@ +Overal time: 1.4137861728668213 diff --git a/test/LearningTest/TestKhiops/Standard/CPM2D/test.prm b/test/LearningTest/TestKhiops/Standard/CPM2D/test.prm new file mode 100644 index 000000000..def3958d2 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/CPM2D/test.prm @@ -0,0 +1,43 @@ +// Fri Mar 09 17:11:13 2012 +// C:\Program Files\khiops\bin\MODL +// Output command file +// +//This file contains recorded commands, that can be replayed. +//Commands are based on user interactions: +// field update +// list item selection +// menu action +//Every command can be commented, using //. +//For example, commenting the last Exit command will allow other +//user interactions, after the commands have been replayed. +// +// + +// -> Khiops +ClassManagement.OpenFile // Open... + +// -> Open +ClassFileName ./CPM.kdic // Dictionary file +OK // Open +// <- Open + +TrainDatabase.DatabaseFiles.List.Key Dictionary // List item selection +TrainDatabase.DatabaseFiles.DataTableName ./CPM.txt // Database file +TrainDatabase.SampleNumberPercentage 70 // Sample percentage +AnalysisSpec.TargetAttributeName Class // Target variable +//AnalysisSpec.PreprocessingSpec.TargetGrouped true // Group target values +AnalysisSpec.PredictorsSpec.ConstructionSpec.MaxAttributePairNumber 10 // Max number of pairs of variables +//AnalysisSpec.AttributeConstructionSpec.MandatoryAttributeInPairs Societe // Only pairs with variable +AnalysisResults.ResultFilesDirectory ./results // Result files directory +AnalysisSpec.PredictorsSpec.SelectiveNaiveBayesPredictor false // Predicteur Bayesien Naif Selectif +AnalysisSpec.PredictorsSpec.ConstructionSpec.MaxTreeNumber 0 // Max Tree number +AnalysisSpec.PredictorsSpec.ConstructionSpec.MaxConstructedAttributeNumber 0 // Max number of constructed variables +ComputeStats // Analyse database +Exit // Close +// <- Khiops + + +// -> Khiops +OK // Close +// <- Khiops + diff --git a/test/LearningTest/TestKhiops/Standard/DicoSpecialChars/DicoSpecialChars.kdic b/test/LearningTest/TestKhiops/Standard/DicoSpecialChars/DicoSpecialChars.kdic new file mode 100644 index 000000000..a9303adec --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/DicoSpecialChars/DicoSpecialChars.kdic @@ -0,0 +1,5 @@ +Dictionary DicoSpecialChars éïÔÿ +{ + Numerical ThreadId ; + Categorical ForumId ; +}; diff --git a/test/LearningTest/TestKhiops/Standard/DicoSpecialChars/readme.txt b/test/LearningTest/TestKhiops/Standard/DicoSpecialChars/readme.txt new file mode 100644 index 000000000..8e803a513 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/DicoSpecialChars/readme.txt @@ -0,0 +1,6 @@ +Bug détecté avec un dictionnaire issu initialement d'une base de textes + avec des caractères exotiques +Apparement, un code de type double-byte chars est inséré en début de fichier, ce qui pose + problème au parser +Correction: la règle par défaut du lexer aspire tous les caractères non imprimables, + et emet un warning (ce n'est pas bloquant) diff --git a/test/LearningTest/TestKhiops/Standard/DicoSpecialChars/results.ref/err.txt b/test/LearningTest/TestKhiops/Standard/DicoSpecialChars/results.ref/err.txt new file mode 100644 index 000000000..61a9efd72 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/DicoSpecialChars/results.ref/err.txt @@ -0,0 +1,2 @@ +warning : Read dictionary file Line 1 : Unexpected special chars <[239][187][191]> (ignored) +warning : Read dictionary file Line 1 : Unexpected special chars <[195][169][195][175]> (ignored) diff --git a/test/LearningTest/TestKhiops/Standard/DicoSpecialChars/results.ref/time.log b/test/LearningTest/TestKhiops/Standard/DicoSpecialChars/results.ref/time.log new file mode 100644 index 000000000..8346b52c3 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/DicoSpecialChars/results.ref/time.log @@ -0,0 +1 @@ +Overal time: 0.2606849670410156 diff --git a/test/LearningTest/TestKhiops/Standard/DicoSpecialChars/test.prm b/test/LearningTest/TestKhiops/Standard/DicoSpecialChars/test.prm new file mode 100644 index 000000000..10540115f --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/DicoSpecialChars/test.prm @@ -0,0 +1,28 @@ +// Wed Apr 15 18:02:49 2009 +// MODL.exe +// Output command file +// +//This file contains recorded commands, that can be replayed. +//Commands are based on user interactions: +// field update +// list index selection +// menu action +//Every command can be commented, using //. +//For example, commenting the last Exit command will allow other +//user interactions, after the commands have been replayed. +// +// + +// -> Data preparation and scoring +ClassManagement.OpenFile // Open... +// -> Open +ClassFileName ./DicoSpecialChars.kdic // Dictionary file +OK // Open + +Exit // Close +// <- Data preparation and scoring + + +// -> Data preparation and scoring +OK // Close +// <- Data preparation and scoring diff --git a/test/LearningTest/TestKhiops/Standard/EncryptRules/EncryptRules.kdic b/test/LearningTest/TestKhiops/Standard/EncryptRules/EncryptRules.kdic new file mode 100644 index 000000000..86e6351f9 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/EncryptRules/EncryptRules.kdic @@ -0,0 +1,8 @@ +#Khiops 7.7.2i + +Dictionary EncryptRules +{ + Categorical Message ; + Categorical Key ; + Categorical AEncrypt = Encrypt(Message, Key) ; +}; diff --git a/test/LearningTest/TestKhiops/Standard/EncryptRules/EncryptRules.txt b/test/LearningTest/TestKhiops/Standard/EncryptRules/EncryptRules.txt new file mode 100644 index 000000000..2e6172ea0 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/EncryptRules/EncryptRules.txt @@ -0,0 +1,59 @@ +Message Key + +_ ++2.99e-1 +A +AB +ABC +ABCD +ABCDE +ABCDEF +ABCDEFG +ABCDEFGH + A +A A +AB A +ABC A +ABCD A +ABCDE A +ABCDEF A +ABCDEFG A +ABCDEFGH A +Bonjour A +Bonjour B +Bonjour C +Bonjour D +Bonjour E +Bonjour F +Bonjour G +0 A +1 A +2 A +3 A +4 A +5 A +6 A +7 A +8 A +9 A +10 A +20 A +30 A +40 A +50 A +60 A +70 A +80 A +90 A +100 A +1000 A +10000 A +100000 A +1000000 A +10000000 A +100000000 A +1000000000 A +10000000000 A +100000000000 A +1000000000000 A +10000000000000 A diff --git a/test/LearningTest/TestKhiops/Standard/EncryptRules/results.ref/T_EncryptRules.txt b/test/LearningTest/TestKhiops/Standard/EncryptRules/results.ref/T_EncryptRules.txt new file mode 100644 index 000000000..0995146ff --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/EncryptRules/results.ref/T_EncryptRules.txt @@ -0,0 +1,59 @@ +Message Key AEncrypt + IMwO +_ izME ++2.99e-1 mHnTdu3dLU2wu +A HuU3 +AB IkvT +ABC FiEG +ABCD PkuuI0a +ABCDE 6iVcNlP +ABCDEF w1ayeCG +ABCDEFG GPBzCOWZGY +ABCDEFGH NUjomOpUK2 + A RGWr +A A kIi1 +AB A u3N5 +ABC A PKrF +ABCD A VK_xrcI +ABCDE A qJyhUym +ABCDEF A BGpTcfD +ABCDEFG A 6pIRENA65W +ABCDEFGH A Map01scoJW +Bonjour A Zk99pw7hA0 +Bonjour B 1LMrxlwHoE +Bonjour C RTBDcLFnKX +Bonjour D h7EyEg9IPa +Bonjour E B0WIW5y6wF +Bonjour F IaFHAZPGC7 +Bonjour G XH1HPpnN90 +0 A I3Ag +1 A MYVp +2 A n1Jj +3 A sbGh +4 A XW8T +5 A aBnu +6 A Z321 +7 A AboG +8 A CaTP +9 A dwQS +10 A GX71 +20 A kPzX +30 A krdA +40 A ByCZ +50 A Pop8 +60 A yDlG +70 A sZqA +80 A Cjh6 +90 A _qlC +100 A rKQN +1000 A BST7 +10000 A TH3B +100000 A fM31xmt +1000000 A z20Lv1D +10000000 A LxyU5ca +100000000 A ZNOTCho +1000000000 A uodkLEf +10000000000 A SqgIRgjeyi +100000000000 A nC03UTIDEt +1000000000000 A dgx_zhto8x +10000000000000 A eSXCWdaLPK diff --git a/test/LearningTest/TestKhiops/Standard/EncryptRules/results.ref/err.txt b/test/LearningTest/TestKhiops/Standard/EncryptRules/results.ref/err.txt new file mode 100644 index 000000000..fdbebabc3 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/EncryptRules/results.ref/err.txt @@ -0,0 +1,5 @@ +Deploy model EncryptRules +Input database ./EncryptRules.txt: Read records: 58 +Output database ./results/T_EncryptRules.txt: Written records: 58 +Model deployment time: 0:00:00.04 + diff --git a/test/LearningTest/TestKhiops/Standard/EncryptRules/results.ref/time.log b/test/LearningTest/TestKhiops/Standard/EncryptRules/results.ref/time.log new file mode 100644 index 000000000..860de8d4c --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/EncryptRules/results.ref/time.log @@ -0,0 +1 @@ +Overal time: 0.751457929611206 diff --git a/test/LearningTest/TestKhiops/Standard/EncryptRules/test.prm b/test/LearningTest/TestKhiops/Standard/EncryptRules/test.prm new file mode 100644 index 000000000..561b5c95e --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/EncryptRules/test.prm @@ -0,0 +1,45 @@ +// Thu Jun 12 13:31:06 2008 +// modl +// Output command file +// +//This file contains recorded commands, that can be replayed. +//Commands are based on user interactions: +// field update +// list index selection +// menu action +//Every command can be commented, using //. +//For example, commenting the last Exit command will allow other +//user interactions, after the commands have been replayed. +// +// + +// -> Data preparation and scoring +ClassManagement.OpenFile // Open... + +// -> Open +ClassFileName ./EncryptRules.kdic // Dictionary file +OK // Open +// <- Open + + +TrainDatabase.DatabaseFiles.List.Key EncryptRules // List item selection +TrainDatabase.DatabaseFiles.DataTableName ./EncryptRules.txt // Database file + +TransferDatabase // Transfer database + +// -> Database transfer +ClassName EncryptRules // Transfer dictionary +SourceDatabase.SampleNumberPercentage 100 // Sample percentage +TargetDatabase.DatabaseFiles.List.Key EncryptRules // List item selection +TargetDatabase.DatabaseFiles.DataTableName ./results/T_EncryptRules.txt // Database file +TransferDatabase // Transfer database +Exit // Close +// <- Database transfer + +Exit // Close +// <- Data preparation and scoring + + +// -> Data preparation and scoring +OK // Close +// <- Data preparation and scoring diff --git a/test/LearningTest/TestKhiops/Standard/IrisU/IrisExtended.kdic b/test/LearningTest/TestKhiops/Standard/IrisU/IrisExtended.kdic new file mode 100644 index 000000000..f50517f00 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/IrisU/IrisExtended.kdic @@ -0,0 +1,17 @@ +#Khiops 7.7.2i + +Dictionary Iris +{ + Numerical SepalLength ; + Numerical SepalWidth ; + Numerical PetalLength ; + Numerical PetalWidth ; + Categorical SPetalLength = AsCategorical(Floor(PetalLength)) ; + Numerical LowerPetalLength = If(LE(PetalLength, 3), PetalLength, 3) ; + Numerical UpperPetalWidth = If(GE(PetalWidth, 1.5), PetalWidth, 1.5) ; + Categorical Class1 = IfC(EQc(Class, "Iris-setosa"), "setosa", "") ; + Categorical Class2 = IfC(EQc(Class, "Iris-versicolor"), "versicolor", "") ; + Numerical Dummy1 = Copy(0) ; + Numerical Dummy2 = Random() ; + Categorical Class ; +}; diff --git a/test/LearningTest/TestKhiops/Standard/IrisU/results.ref/AllReports.khj b/test/LearningTest/TestKhiops/Standard/IrisU/results.ref/AllReports.khj new file mode 100644 index 000000000..cb9062a3c --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/IrisU/results.ref/AllReports.khj @@ -0,0 +1,2518 @@ +{ + "tool": "Khiops", + "version": "10.1.5", + "shortDescription": "", + "preparationReport": { + "reportType": "Preparation", + "summary": { + "dictionary": "Iris", + "variables": { + "types": [ + "Categorical", + "Numerical" + ], + "numbers": [ + 4, + 8 + ] + }, + "database": 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[1.55,2.5] + ] + } + ], + "cellIds": ["C1","C2","C3"], + "cellPartIndexes": [ + [0,0], + [1,0], + [0,1] + ], + "cellFrequencies": [29,38,38] + } + }, + "R32": { + "dataGrid": { + "isSupervised": false, + "dimensions": [ + { + "variable": "SepalLength", + "type": "Numerical", + "partitionType": "Intervals", + "partition": [ + [4.3,5.85], + [5.85,7.7] + ] + }, + { + "variable": "UpperPetalWidth", + "type": "Numerical", + "partitionType": "Intervals", + "partition": [ + [1.5,1.55], + [1.55,2.5] + ] + } + ], + "cellIds": ["C1","C2","C3","C4"], + "cellPartIndexes": [ + [0,0], + [1,0], + [0,1], + [1,1] + ], + "cellFrequencies": [54,13,2,36] + } + }, + "R33": { + "dataGrid": { + "isSupervised": false, + "dimensions": [ + { + "variable": "Class1", + "type": "Categorical", + "partitionType": "Value groups", + "partition": [ + [""], + ["setosa"] + ], + "defaultGroupIndex": 1 + }, + { + "variable": "SepalWidth", + "type": "Numerical", + "partitionType": "Intervals", + "partition": [ + [2,2.85], + [2.85,3.35], + [3.35,4.4] + ] + } + ], + "cellIds": ["C1","C3","C4","C5","C6"], + "cellPartIndexes": [ + [0,0], + [0,1], + [1,1], + [0,2], + [1,2] + ], + "cellFrequencies": [30,32,17,5,21] + } + }, + "R34": { + "dataGrid": { + "isSupervised": false, + "dimensions": [ + { + "variable": "Class2", + "type": "Categorical", + "partitionType": "Value groups", + "partition": [ + [""], + ["versicolor"] + ], + "defaultGroupIndex": 1 + }, + { + "variable": "LowerPetalLength", + "type": "Numerical", + "partitionType": "Intervals", + "partition": [ + [1,2.4], + [2.4,3] + ] + } + ], + "cellIds": ["C1","C3","C4"], + "cellPartIndexes": [ + [0,0], + [0,1], + [1,1] + ], + "cellFrequencies": [38,35,32] + } + }, + "R35": { + "dataGrid": { + "isSupervised": false, + "dimensions": [ + { + "variable": "Class", + "type": "Categorical", + "partitionType": "Value groups", + "partition": [ + ["Iris-setosa"], + ["Iris-virginica"], + ["Iris-versicolor"] + ], + "defaultGroupIndex": 2 + }, + { + "variable": "SepalWidth", + "type": "Numerical", + "partitionType": "Intervals", + "partition": [ + [2,2.95], + [2.95,4.4] + ] + } + ], + "cellIds": ["C1","C2","C3","C4","C5","C6"], + "cellPartIndexes": [ + [0,0], + [1,0], + [2,0], + [0,1], + [1,1], + [2,1] + ], + "cellFrequencies": [1,13,22,37,22,10] + } + }, + "R36": { + "dataGrid": { + "isSupervised": false, + "dimensions": [ + { + "variable": "LowerPetalLength", + "type": "Numerical", + "partitionType": "Intervals", + "partition": [ + [1,2.4], + [2.4,3] + ] + }, + { + "variable": "UpperPetalWidth", + "type": "Numerical", + "partitionType": "Intervals", + "partition": [ + [1.5,1.55], + [1.55,2.5] + ] + } + ], + "cellIds": ["C1","C2","C4"], + "cellPartIndexes": [ + [0,0], + [1,0], + [1,1] + ], + "cellFrequencies": [38,29,38] + } + }, + "R37": { + "dataGrid": { + "isSupervised": false, + "dimensions": [ + { + "variable": "PetalWidth", + "type": "Numerical", + "partitionType": "Intervals", + "partition": [ + [0.1,0.75], + [0.75,1.45], + [1.45,2.5] + ] + }, + { + "variable": "SepalWidth", + "type": "Numerical", + "partitionType": "Intervals", + "partition": [ + [2,2.95], + [2.95,4.4] + ] + } + ], + "cellIds": ["C1","C2","C3","C4","C5","C6"], + "cellPartIndexes": [ + [0,0], + [1,0], + [2,0], + [0,1], + [1,1], + [2,1] + ], + "cellFrequencies": [1,21,14,37,3,29] + } + }, + "R38": { + "dataGrid": { + "isSupervised": false, + "dimensions": [ + { + "variable": "SPetalLength", + "type": "Categorical", + "partitionType": "Value groups", + "partition": [ + ["4","3","6"], + ["1"], + ["5"] + ], + "defaultGroupIndex": 0 + }, + { + "variable": "SepalWidth", + "type": "Numerical", + "partitionType": "Intervals", + "partition": [ + [2,2.95], + [2.95,3.25], + [3.25,4.4] + ] + } + ], + "cellIds": ["C1","C2","C3","C4","C5","C6","C7","C8","C9"], + "cellPartIndexes": [ + [0,0], + [1,0], + [2,0], + [0,1], + [1,1], + [2,1], + [0,2], + [1,2], + [2,2] + ], + "cellFrequencies": [26,1,9,10,15,16,4,22,2] + } + } + } + }, + "khiops_encoding": "ascii" +} diff --git a/test/LearningTest/TestKhiops/Standard/IrisU/results.ref/PreparationReport.xls b/test/LearningTest/TestKhiops/Standard/IrisU/results.ref/PreparationReport.xls new file mode 100644 index 000000000..3412cd6d9 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/IrisU/results.ref/PreparationReport.xls @@ -0,0 +1,246 @@ +#Khiops 10.1.5 +Descriptive statistics + + +Problem description +Short description + +Dictionary Iris +Variables + Categorical 4 + Numerical 8 + Total 12 + +Database ../../../datasets/Iris/Iris.txt +Sample percentage 70 +Sampling mode Include sample +Selection variable +Selection value +Instances 105 + +Learning task Unsupervised analysis + +Evaluated variables 12 +Native variables 5 +Constructed variables 7 + +Max number of constructed variables 0 +Max number of trees 0 +Max number of variable pairs 100 +Discretization EqualWidth +Value grouping BasicGrouping + + +Categorical variables statistics + +Rank Name Values Mode Mode coverage Constr. cost Derivation rule +R01 Class 3 Iris-setosa 0.361905 3.17805 +R02 Class1 2 0.638095 3.17805 IfC(EQc(Class, "Iris-setosa"), "setosa", "") +R03 Class2 2 0.695238 3.17805 IfC(EQc(Class, "Iris-versicolor"), "versicolor", "") +R09 SPetalLength 5 1 0.361905 3.17805 AsCategorical(Floor(PetalLength)) + + +Numerical variables statistics + +Rank Name Values Min Max Mean Std dev Missing number Constr. cost Derivation rule +R04 Dummy1 1 0 0 0 0 0 3.17805 Copy(0) +R05 Dummy2 105 0.005121241265 0.9859650261 0.5173966838 0.2650019122 0 3.17805 Random() +R06 LowerPetalLength 10 1 3 2.446666667 0.7433600251 0 3.17805 If(LE(PetalLength, 3), PetalLength, 3) +R07 PetalLength 36 1 6.9 3.686666667 1.80132579 0 3.17805 +R08 PetalWidth 21 0.1 2.5 1.175238095 0.7880996979 0 3.17805 +R10 SepalLength 31 4.3 7.7 5.827619048 0.8375127846 0 3.17805 +R11 SepalWidth 23 2 4.4 3.081904762 0.4284592446 0 3.17805 +R12 UpperPetalWidth 11 1.5 2.5 1.692380952 0.2962287527 0 3.17805 If(GE(PetalWidth, 1.5), PetalWidth, 1.5) + + +-------------------------------------------------------------------------------- + +Variables detailed statistics + + +Rank R01 +Variable Categorical Class + +Variable stats +Group Frequency Coverage Size Value list +{Iris-setosa} 38 0.361905 1 Iris-setosa +{Iris-virginica} 35 0.333333 1 Iris-virginica +{Iris-versicolor} 32 0.304762 1 Iris-versicolor * + + +Values +Value Frequency Coverage +Iris-setosa 38 0.361905 +Iris-virginica 35 0.333333 +Iris-versicolor 32 0.304762 + +---------------------------------------------- +Rank R02 +Variable Categorical Class1 + +Variable stats +Group Frequency Coverage Size Value list +{} 67 0.638095 1 +{setosa} 38 0.361905 1 setosa * + + +Values +Value Frequency Coverage + 67 0.638095 +setosa 38 0.361905 + +---------------------------------------------- +Rank R03 +Variable Categorical Class2 + +Variable stats +Group Frequency Coverage Size Value list +{} 73 0.695238 1 +{versicolor} 32 0.304762 1 versicolor * + + +Values +Value Frequency Coverage + 73 0.695238 +versicolor 32 0.304762 + +---------------------------------------------- +Rank R05 +Variable Numerical Dummy2 + +Variable stats +Interval Frequency Coverage +]-inf;0.102] 7 0.0666667 +]0.102;0.206] 9 0.0857143 +]0.206;0.296] 8 0.0761905 +]0.296;0.403] 14 0.133333 +]0.403;0.4979] 13 0.12381 +]0.4979;0.5879] 14 0.133333 +]0.5879;0.698] 8 0.0761905 +]0.698;0.8] 13 0.12381 +]0.8;0.894] 10 0.0952381 +]0.894;+inf[ 9 0.0857143 + + +---------------------------------------------- +Rank R06 +Variable Numerical LowerPetalLength + +Variable stats +Interval Frequency Coverage +]-inf;1.25] 4 0.0380952 +]1.25;1.45] 13 0.12381 +]1.45;1.65] 15 0.142857 +]1.65;1.8] 4 0.0380952 +]1.8;2.4] 2 0.0190476 +]2.4;+inf[ 67 0.638095 + + +---------------------------------------------- +Rank R07 +Variable Numerical PetalLength + +Variable stats +Interval Frequency Coverage +]-inf;1.55] 27 0.257143 +]1.55;2.4] 11 0.104762 +]2.4;3.4] 2 0.0190476 +]3.4;3.95] 6 0.0571429 +]3.95;4.6] 15 0.142857 +]4.6;5.15] 18 0.171429 +]5.15;5.75] 15 0.142857 +]5.75;6.4] 8 0.0761905 +]6.4;+inf[ 3 0.0285714 + + +---------------------------------------------- +Rank R08 +Variable Numerical PetalWidth + +Variable stats +Interval Frequency Coverage +]-inf;0.35] 31 0.295238 +]0.35;0.75] 7 0.0666667 +]0.75;1.05] 5 0.047619 +]1.05;1.35] 13 0.12381 +]1.35;1.55] 11 0.104762 +]1.55;1.75] 4 0.0380952 +]1.75;2.05] 16 0.152381 +]2.05;2.25] 7 0.0666667 +]2.25;+inf[ 11 0.104762 + + +---------------------------------------------- +Rank R09 +Variable Categorical SPetalLength + +Variable stats +Group Frequency Coverage Size Value list +{1} 38 0.361905 1 1 +{5} 27 0.257143 1 5 +{4} 25 0.238095 1 4 +{3} 8 0.0761905 1 3 +{6} 7 0.0666667 1 6 * + + +Values +Value Frequency Coverage +1 38 0.361905 +5 27 0.257143 +4 25 0.238095 +3 8 0.0761905 +6 7 0.0666667 + +---------------------------------------------- +Rank R10 +Variable Numerical SepalLength + +Variable stats +Interval Frequency Coverage +]-inf;4.65] 7 0.0666667 +]4.65;4.95] 11 0.104762 +]4.95;5.35] 16 0.152381 +]5.35;5.65] 13 0.12381 +]5.65;6.05] 16 0.152381 +]6.05;6.35] 12 0.114286 +]6.35;6.65] 10 0.0952381 +]6.65;7.05] 12 0.114286 +]7.05;7.3] 3 0.0285714 +]7.3;+inf[ 5 0.047619 + + +---------------------------------------------- +Rank R11 +Variable Numerical SepalWidth + +Variable stats +Interval Frequency Coverage +]-inf;2.25] 2 0.0190476 +]2.25;2.45] 3 0.0285714 +]2.45;2.75] 14 0.133333 +]2.75;2.95] 17 0.161905 +]2.95;3.25] 41 0.390476 +]3.25;3.45] 12 0.114286 +]3.45;3.65] 5 0.047619 +]3.65;3.95] 7 0.0666667 +]3.95;4.15] 2 0.0190476 +]4.15;+inf[ 2 0.0190476 + + +---------------------------------------------- +Rank R12 +Variable Numerical UpperPetalWidth + +Variable stats +Interval Frequency Coverage +]-inf;1.65] 70 0.666667 +]1.65;1.75] 1 0.00952381 +]1.75;1.85] 9 0.0857143 +]1.85;1.95] 2 0.0190476 +]1.95;2.05] 5 0.047619 +]2.05;2.15] 4 0.0380952 +]2.15;2.25] 3 0.0285714 +]2.25;2.35] 8 0.0761905 +]2.35;2.45] 2 0.0190476 +]2.45;+inf[ 1 0.00952381 + diff --git a/test/LearningTest/TestKhiops/Standard/IrisU/results.ref/PreparationReport2D.xls b/test/LearningTest/TestKhiops/Standard/IrisU/results.ref/PreparationReport2D.xls new file mode 100644 index 000000000..fa399cd45 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/IrisU/results.ref/PreparationReport2D.xls @@ -0,0 +1,1407 @@ +#Khiops 10.1.5 +Descriptive statistics + + +Problem description +Short description + +Dictionary Iris +Variables + Categorical 4 + Numerical 8 + Total 12 + +Database ../../../datasets/Iris/Iris.txt +Sample percentage 70 +Sampling mode Include sample +Selection variable +Selection value +Instances 105 + +Learning task Unsupervised analysis + +Evaluated variable pairs 55 +Informative variable pairs 38 + + +Variables pairs statistics + +Rank Name 1 Name 2 Level Variables Parts 1 Parts 2 Cells Constr. cost Prep. cost Data cost +R01 Class Class1 0.286471 2 2 2 2 6.71557 18.9311 110.25 +R02 Class Class2 0.270234 2 2 2 2 6.71557 19.0156 110.25 +R03 Class SPetalLength 0.258511 2 3 3 5 6.71557 41.7647 157.188 +R04 Class1 SPetalLength 0.231831 2 2 2 2 6.71557 27.2099 142.253 +R05 PetalLength SPetalLength 0.151582 2 5 5 5 6.71557 69.091 386.913 +R06 Class2 SPetalLength 0.142436 2 2 2 4 6.71557 27.7273 158.704 +R07 Class PetalWidth 0.14197 2 3 3 5 6.71557 31.1679 396.708 +R08 Class PetalLength 0.136908 2 3 3 5 6.71557 31.1679 399.272 +R09 Class1 LowerPetalLength 0.111506 2 2 2 2 6.71557 13.7255 386.913 +R10 Class1 PetalLength 0.111506 2 2 2 2 6.71557 13.7255 386.913 +R11 Class1 PetalWidth 0.111506 2 2 2 2 6.71557 13.7255 386.913 +R12 PetalWidth SPetalLength 0.109807 2 3 3 5 6.71557 40.5555 438.232 +R13 Class LowerPetalLength 0.0982915 2 2 2 2 6.71557 19.0436 430.955 +R14 LowerPetalLength SPetalLength 0.0887331 2 2 2 2 6.71557 27.3225 462.959 +R15 PetalLength PetalWidth 0.0785935 2 3 3 4 6.71557 29.9587 676.972 +R16 Class UpperPetalWidth 0.0721164 2 2 2 4 6.71557 19.0868 444.17 +R17 PetalWidth UpperPetalWidth 0.0703191 2 3 3 3 6.71557 29.9587 683.381 +R18 LowerPetalLength PetalLength 0.0701201 2 3 3 3 6.71557 29.9587 683.535 +R19 Class2 PetalWidth 0.0662843 2 2 3 5 6.71557 20.8147 396.708 +R20 SPetalLength SepalLength 0.0654694 2 3 4 5 6.71557 49.4973 453.472 +R21 Class2 PetalLength 0.0606416 2 2 3 5 6.71557 20.8147 399.272 +R22 LowerPetalLength PetalWidth 0.0598398 2 2 2 2 6.71557 13.838 707.618 +R23 Class SepalLength 0.059526 2 3 3 7 6.71557 31.1679 438.466 +R24 Class1 Class2 0.0559199 2 2 2 3 6.71557 13.6129 110.25 +R25 Class1 SepalLength 0.0531576 2 2 2 4 6.71557 13.7255 413.664 +R26 SPetalLength UpperPetalWidth 0.0466723 2 3 2 5 6.71557 31.8478 481.373 +R27 PetalLength SepalLength 0.0407398 2 4 4 8 6.71557 47.7303 688.519 +R28 PetalLength UpperPetalWidth 0.0401281 2 2 2 3 6.71557 13.838 722.885 +R29 PetalWidth SepalLength 0.0303985 2 3 3 8 6.71557 29.9587 714.3 +R30 LowerPetalLength SepalLength 0.0253003 2 2 2 4 6.71557 13.838 734.369 +R31 Class1 UpperPetalWidth 0.0166012 2 2 2 3 6.71557 13.7255 430.424 +R32 SepalLength UpperPetalWidth 0.0164148 2 2 2 4 6.71557 13.838 741.251 +R33 Class1 SepalWidth 0.00749643 2 2 3 5 6.71557 20.8147 427.509 +R34 Class2 LowerPetalLength 0.0065114 2 2 2 3 6.71557 13.7255 430.955 +R35 Class SepalWidth 0.00543684 2 3 2 6 6.71557 22.1365 474.893 +R36 LowerPetalLength UpperPetalWidth 0.00366071 2 2 2 3 6.71557 13.838 751.129 +R37 PetalWidth SepalWidth 0.00221737 2 3 2 6 6.71557 20.9273 745.158 +R38 SPetalLength SepalWidth 0.00143264 2 3 3 9 6.71557 40.2319 497.662 +R39 Class Dummy2 0 0 1 1 1 0.693147 8.64312 497.163 +R40 Class1 Dummy2 0 0 1 1 1 0.693147 4.66344 453.12 +R41 Class2 Dummy2 0 0 1 1 1 0.693147 4.66344 448.998 +R42 Class2 SepalLength 0 0 1 1 1 0.693147 4.66344 448.998 +R43 Class2 SepalWidth 0 0 1 1 1 0.693147 4.66344 448.998 +R44 Class2 UpperPetalWidth 0 0 1 1 1 0.693147 4.66344 448.998 +R45 Dummy2 LowerPetalLength 0 0 1 1 1 0.693147 0 773.825 +R46 Dummy2 PetalLength 0 0 1 1 1 0.693147 0 773.825 +R47 Dummy2 PetalWidth 0 0 1 1 1 0.693147 0 773.825 +R48 Dummy2 SPetalLength 0 0 1 1 1 0.693147 15.5317 529.166 +R49 Dummy2 SepalLength 0 0 1 1 1 0.693147 0 773.825 +R50 Dummy2 SepalWidth 0 0 1 1 1 0.693147 0 773.825 +R51 Dummy2 UpperPetalWidth 0 0 1 1 1 0.693147 0 773.825 +R52 LowerPetalLength SepalWidth 0 0 1 1 1 0.693147 0 773.825 +R53 PetalLength SepalWidth 0 0 1 1 1 0.693147 0 773.825 +R54 SepalLength SepalWidth 0 0 1 1 1 0.693147 0 773.825 +R55 SepalWidth UpperPetalWidth 0 0 1 1 1 0.693147 0 773.825 + + +-------------------------------------------------------------------------------- + +Variables pairs detailed statistics +(Pairs with two jointly informative variables) + + +Rank R01 +Variables + Type Name + Categorical Class + Categorical Class1 + +Variables stats +Class +Group Frequency Coverage Size Value list +{Iris-virginica, Iris-versicolor} 67 0.638095 2 Iris-virginica Iris-versicolor * +{Iris-setosa} 38 0.361905 1 Iris-setosa +Class1 +Group Frequency Coverage Size Value list +{} 67 0.638095 1 +{setosa} 38 0.361905 1 setosa * + +Cell frequencies + Class1 +Class {} {setosa} Total Coverage +{Iris-virginica, Iris-versicolor} 67 0 67 0.638095 +{Iris-setosa} 0 38 38 0.361905 +Total 67 38 105 +Coverage 0.638095 0.361905 + +Cells 2 +Cell Id Class Class1 Frequency Coverage +C1 {Iris-virginica, Iris-versicolor} {} 67 0.638095 +C4 {Iris-setosa} {setosa} 38 0.361905 + Total 105 1 + +---------------------------------------------- +Rank R02 +Variables + Type Name + Categorical Class + Categorical Class2 + +Variables stats +Class +Group Frequency Coverage Size Value list +{Iris-setosa, Iris-virginica} 73 0.695238 2 Iris-setosa Iris-virginica +{Iris-versicolor} 32 0.304762 1 Iris-versicolor * +Class2 +Group Frequency Coverage Size Value list +{} 73 0.695238 1 +{versicolor} 32 0.304762 1 versicolor * + +Cell frequencies + Class2 +Class {} {versicolor} Total Coverage +{Iris-setosa, Iris-virginica} 73 0 73 0.695238 +{Iris-versicolor} 0 32 32 0.304762 +Total 73 32 105 +Coverage 0.695238 0.304762 + +Cells 2 +Cell Id Class Class2 Frequency Coverage +C1 {Iris-setosa, Iris-virginica} {} 73 0.695238 +C4 {Iris-versicolor} {versicolor} 32 0.304762 + Total 105 1 + +---------------------------------------------- +Rank R03 +Variables + Type Name + Categorical Class + Categorical SPetalLength + +Variables stats +Class +Group Frequency Coverage Size Value list +{Iris-setosa} 38 0.361905 1 Iris-setosa +{Iris-virginica} 35 0.333333 1 Iris-virginica +{Iris-versicolor} 32 0.304762 1 Iris-versicolor * +SPetalLength +Group Frequency Coverage Size Value list +{1} 38 0.361905 1 1 +{5, 6} 34 0.32381 2 5 6 * +{4, 3} 33 0.314286 2 4 3 + +Cell frequencies + SPetalLength +Class {1} {5, 6} {4, 3} Total Coverage +{Iris-setosa} 38 0 0 38 0.361905 +{Iris-virginica} 0 32 3 35 0.333333 +{Iris-versicolor} 0 2 30 32 0.304762 +Total 38 34 33 105 +Coverage 0.361905 0.32381 0.314286 + +Cells 5 +Cell Id Class SPetalLength Frequency Coverage +C1 {Iris-setosa} {1} 38 0.361905 +C5 {Iris-virginica} {5, 6} 32 0.304762 +C9 {Iris-versicolor} {4, 3} 30 0.285714 +C8 {Iris-virginica} {4, 3} 3 0.0285714 +C6 {Iris-versicolor} {5, 6} 2 0.0190476 + Total 105 1 + +---------------------------------------------- +Rank R04 +Variables + Type Name + Categorical Class1 + Categorical SPetalLength + +Variables stats +Class1 +Group Frequency Coverage Size Value list +{} 67 0.638095 1 +{setosa} 38 0.361905 1 setosa * +SPetalLength +Group Frequency Coverage Size Value list +{5, 4, 3, ...} 67 0.638095 4 5 4 3 6 * +{1} 38 0.361905 1 1 + +Cell frequencies + SPetalLength +Class1 {5, 4, 3, ...} {1} Total Coverage +{} 67 0 67 0.638095 +{setosa} 0 38 38 0.361905 +Total 67 38 105 +Coverage 0.638095 0.361905 + +Cells 2 +Cell Id Class1 SPetalLength Frequency Coverage +C1 {} {5, 4, 3, ...} 67 0.638095 +C4 {setosa} {1} 38 0.361905 + Total 105 1 + +---------------------------------------------- +Rank R05 +Variables + Type Name + Numerical PetalLength + Categorical SPetalLength + +Variables stats +PetalLength +Interval Frequency Coverage +]-inf;2.4] 38 0.361905 +]2.4;3.95] 8 0.0761905 +]3.95;4.95] 25 0.238095 +]4.95;5.95] 27 0.257143 +]5.95;+inf[ 7 0.0666667 +SPetalLength +Group Frequency Coverage Size Value list +{1} 38 0.361905 1 1 +{5} 27 0.257143 1 5 +{4} 25 0.238095 1 4 +{3} 8 0.0761905 1 3 +{6} 7 0.0666667 1 6 * + +Cell frequencies + SPetalLength +PetalLength {1} {5} {4} {3} {6} Total Coverage +]-inf;2.4] 38 0 0 0 0 38 0.361905 +]2.4;3.95] 0 0 0 8 0 8 0.0761905 +]3.95;4.95] 0 0 25 0 0 25 0.238095 +]4.95;5.95] 0 27 0 0 0 27 0.257143 +]5.95;+inf[ 0 0 0 0 7 7 0.0666667 +Total 38 27 25 8 7 105 +Coverage 0.361905 0.257143 0.238095 0.0761905 0.0666667 + +Cells 5 +Cell Id PetalLength SPetalLength Frequency Coverage +C1 ]-inf;2.4] {1} 38 0.361905 +C9 ]4.95;5.95] {5} 27 0.257143 +C13 ]3.95;4.95] {4} 25 0.238095 +C17 ]2.4;3.95] {3} 8 0.0761905 +C25 ]5.95;+inf[ {6} 7 0.0666667 + Total 105 1 + +---------------------------------------------- +Rank R06 +Variables + Type Name + Categorical Class2 + Categorical SPetalLength + +Variables stats +Class2 +Group Frequency Coverage Size Value list +{} 73 0.695238 1 +{versicolor} 32 0.304762 1 versicolor * +SPetalLength +Group Frequency Coverage Size Value list +{1, 5, 6} 72 0.685714 3 1 5 6 * +{4, 3} 33 0.314286 2 4 3 + +Cell frequencies + SPetalLength +Class2 {1, 5, 6} {4, 3} Total Coverage +{} 70 3 73 0.695238 +{versicolor} 2 30 32 0.304762 +Total 72 33 105 +Coverage 0.685714 0.314286 + +Cells 4 +Cell Id Class2 SPetalLength Frequency Coverage +C1 {} {1, 5, 6} 70 0.666667 +C4 {versicolor} {4, 3} 30 0.285714 +C3 {} {4, 3} 3 0.0285714 +C2 {versicolor} {1, 5, 6} 2 0.0190476 + Total 105 1 + +---------------------------------------------- +Rank R07 +Variables + Type Name + Categorical Class + Numerical PetalWidth + +Variables stats +Class +Group Frequency Coverage Size Value list +{Iris-setosa} 38 0.361905 1 Iris-setosa +{Iris-virginica} 35 0.333333 1 Iris-virginica +{Iris-versicolor} 32 0.304762 1 Iris-versicolor * +PetalWidth +Interval Frequency Coverage +]-inf;0.75] 38 0.361905 +]0.75;1.75] 33 0.314286 +]1.75;+inf[ 34 0.32381 + +Cell frequencies + PetalWidth +Class ]-inf;0.75] ]0.75;1.75] ]1.75;+inf[ Total Coverage +{Iris-setosa} 38 0 0 38 0.361905 +{Iris-virginica} 0 2 33 35 0.333333 +{Iris-versicolor} 0 31 1 32 0.304762 +Total 38 33 34 105 +Coverage 0.361905 0.314286 0.32381 + +Cells 5 +Cell Id Class PetalWidth Frequency Coverage +C1 {Iris-setosa} ]-inf;0.75] 38 0.361905 +C8 {Iris-virginica} ]1.75;+inf[ 33 0.314286 +C6 {Iris-versicolor} ]0.75;1.75] 31 0.295238 +C5 {Iris-virginica} ]0.75;1.75] 2 0.0190476 +C9 {Iris-versicolor} ]1.75;+inf[ 1 0.00952381 + Total 105 1 + +---------------------------------------------- +Rank R08 +Variables + Type Name + Categorical Class + Numerical PetalLength + +Variables stats +Class +Group Frequency Coverage Size Value list +{Iris-setosa} 38 0.361905 1 Iris-setosa +{Iris-virginica} 35 0.333333 1 Iris-virginica +{Iris-versicolor} 32 0.304762 1 Iris-versicolor * +PetalLength +Interval Frequency Coverage +]-inf;2.4] 38 0.361905 +]2.4;4.85] 30 0.285714 +]4.85;+inf[ 37 0.352381 + +Cell frequencies + PetalLength +Class ]-inf;2.4] ]2.4;4.85] ]4.85;+inf[ Total Coverage +{Iris-setosa} 38 0 0 38 0.361905 +{Iris-virginica} 0 1 34 35 0.333333 +{Iris-versicolor} 0 29 3 32 0.304762 +Total 38 30 37 105 +Coverage 0.361905 0.285714 0.352381 + +Cells 5 +Cell Id Class PetalLength Frequency Coverage +C1 {Iris-setosa} ]-inf;2.4] 38 0.361905 +C8 {Iris-virginica} ]4.85;+inf[ 34 0.32381 +C6 {Iris-versicolor} ]2.4;4.85] 29 0.27619 +C9 {Iris-versicolor} ]4.85;+inf[ 3 0.0285714 +C5 {Iris-virginica} ]2.4;4.85] 1 0.00952381 + Total 105 1 + +---------------------------------------------- +Rank R09 +Variables + Type Name + Categorical Class1 + Numerical LowerPetalLength + +Variables stats +Class1 +Group Frequency Coverage Size Value list +{} 67 0.638095 1 +{setosa} 38 0.361905 1 setosa * +LowerPetalLength +Interval Frequency Coverage +]-inf;2.4] 38 0.361905 +]2.4;+inf[ 67 0.638095 + +Cell frequencies + LowerPetalLength +Class1 ]-inf;2.4] ]2.4;+inf[ Total Coverage +{} 0 67 67 0.638095 +{setosa} 38 0 38 0.361905 +Total 38 67 105 +Coverage 0.361905 0.638095 + +Cells 2 +Cell Id Class1 LowerPetalLength Frequency Coverage +C3 {} ]2.4;+inf[ 67 0.638095 +C2 {setosa} ]-inf;2.4] 38 0.361905 + Total 105 1 + +---------------------------------------------- +Rank R10 +Variables + Type Name + Categorical Class1 + Numerical PetalLength + +Variables stats +Class1 +Group Frequency Coverage Size Value list +{} 67 0.638095 1 +{setosa} 38 0.361905 1 setosa * +PetalLength +Interval Frequency Coverage +]-inf;2.4] 38 0.361905 +]2.4;+inf[ 67 0.638095 + +Cell frequencies + PetalLength +Class1 ]-inf;2.4] ]2.4;+inf[ Total Coverage +{} 0 67 67 0.638095 +{setosa} 38 0 38 0.361905 +Total 38 67 105 +Coverage 0.361905 0.638095 + +Cells 2 +Cell Id Class1 PetalLength Frequency Coverage +C3 {} ]2.4;+inf[ 67 0.638095 +C2 {setosa} ]-inf;2.4] 38 0.361905 + Total 105 1 + +---------------------------------------------- +Rank R11 +Variables + Type Name + Categorical Class1 + Numerical PetalWidth + +Variables stats +Class1 +Group Frequency Coverage Size Value list +{} 67 0.638095 1 +{setosa} 38 0.361905 1 setosa * +PetalWidth +Interval Frequency Coverage +]-inf;0.75] 38 0.361905 +]0.75;+inf[ 67 0.638095 + +Cell frequencies + PetalWidth +Class1 ]-inf;0.75] ]0.75;+inf[ Total Coverage +{} 0 67 67 0.638095 +{setosa} 38 0 38 0.361905 +Total 38 67 105 +Coverage 0.361905 0.638095 + +Cells 2 +Cell Id Class1 PetalWidth Frequency Coverage +C3 {} ]0.75;+inf[ 67 0.638095 +C2 {setosa} ]-inf;0.75] 38 0.361905 + Total 105 1 + +---------------------------------------------- +Rank R12 +Variables + Type Name + Numerical PetalWidth + Categorical SPetalLength + +Variables stats +PetalWidth +Interval Frequency Coverage +]-inf;0.75] 38 0.361905 +]0.75;1.65] 32 0.304762 +]1.65;+inf[ 35 0.333333 +SPetalLength +Group Frequency Coverage Size Value list +{1} 38 0.361905 1 1 +{5, 6} 34 0.32381 2 5 6 * +{4, 3} 33 0.314286 2 4 3 + +Cell frequencies + SPetalLength +PetalWidth {1} {5, 6} {4, 3} Total Coverage +]-inf;0.75] 38 0 0 38 0.361905 +]0.75;1.65] 0 3 29 32 0.304762 +]1.65;+inf[ 0 31 4 35 0.333333 +Total 38 34 33 105 +Coverage 0.361905 0.32381 0.314286 + +Cells 5 +Cell Id PetalWidth SPetalLength Frequency Coverage +C1 ]-inf;0.75] {1} 38 0.361905 +C6 ]1.65;+inf[ {5, 6} 31 0.295238 +C8 ]0.75;1.65] {4, 3} 29 0.27619 +C9 ]1.65;+inf[ {4, 3} 4 0.0380952 +C5 ]0.75;1.65] {5, 6} 3 0.0285714 + Total 105 1 + +---------------------------------------------- +Rank R13 +Variables + Type Name + Categorical Class + Numerical LowerPetalLength + +Variables stats +Class +Group Frequency Coverage Size Value list +{Iris-virginica, Iris-versicolor} 67 0.638095 2 Iris-virginica Iris-versicolor * +{Iris-setosa} 38 0.361905 1 Iris-setosa +LowerPetalLength +Interval Frequency Coverage +]-inf;2.4] 38 0.361905 +]2.4;+inf[ 67 0.638095 + +Cell frequencies + LowerPetalLength +Class ]-inf;2.4] ]2.4;+inf[ Total Coverage +{Iris-virginica, Iris-versicolor} 0 67 67 0.638095 +{Iris-setosa} 38 0 38 0.361905 +Total 38 67 105 +Coverage 0.361905 0.638095 + +Cells 2 +Cell Id Class LowerPetalLength Frequency Coverage +C3 {Iris-virginica, Iris-versicolor} ]2.4;+inf[ 67 0.638095 +C2 {Iris-setosa} ]-inf;2.4] 38 0.361905 + Total 105 1 + +---------------------------------------------- +Rank R14 +Variables + Type Name + Numerical LowerPetalLength + Categorical SPetalLength + +Variables stats +LowerPetalLength +Interval Frequency Coverage +]-inf;2.4] 38 0.361905 +]2.4;+inf[ 67 0.638095 +SPetalLength +Group Frequency Coverage Size Value list +{5, 4, 3, ...} 67 0.638095 4 5 4 3 6 * +{1} 38 0.361905 1 1 + +Cell frequencies + SPetalLength +LowerPetalLength {5, 4, 3, ...} {1} Total Coverage +]-inf;2.4] 0 38 38 0.361905 +]2.4;+inf[ 67 0 67 0.638095 +Total 67 38 105 +Coverage 0.638095 0.361905 + +Cells 2 +Cell Id LowerPetalLength SPetalLength Frequency Coverage +C2 ]2.4;+inf[ {5, 4, 3, ...} 67 0.638095 +C3 ]-inf;2.4] {1} 38 0.361905 + Total 105 1 + +---------------------------------------------- +Rank R15 +Variables + Type Name + Numerical PetalLength + Numerical PetalWidth + +Variables stats +PetalLength +Interval Frequency Coverage +]-inf;2.4] 38 0.361905 +]2.4;4.75] 27 0.257143 +]4.75;+inf[ 40 0.380952 +PetalWidth +Interval Frequency Coverage +]-inf;0.75] 38 0.361905 +]0.75;1.65] 32 0.304762 +]1.65;+inf[ 35 0.333333 + +Cell frequencies + PetalWidth +PetalLength ]-inf;0.75] ]0.75;1.65] ]1.65;+inf[ Total Coverage +]-inf;2.4] 38 0 0 38 0.361905 +]2.4;4.75] 0 27 0 27 0.257143 +]4.75;+inf[ 0 5 35 40 0.380952 +Total 38 32 35 105 +Coverage 0.361905 0.304762 0.333333 + +Cells 4 +Cell Id PetalLength PetalWidth Frequency Coverage +C1 ]-inf;2.4] ]-inf;0.75] 38 0.361905 +C9 ]4.75;+inf[ ]1.65;+inf[ 35 0.333333 +C5 ]2.4;4.75] ]0.75;1.65] 27 0.257143 +C6 ]4.75;+inf[ ]0.75;1.65] 5 0.047619 + Total 105 1 + +---------------------------------------------- +Rank R16 +Variables + Type Name + Categorical Class + Numerical UpperPetalWidth + +Variables stats +Class +Group Frequency Coverage Size Value list +{Iris-setosa, Iris-versicolor} 70 0.666667 2 Iris-setosa Iris-versicolor * +{Iris-virginica} 35 0.333333 1 Iris-virginica +UpperPetalWidth +Interval Frequency Coverage +]-inf;1.75] 71 0.67619 +]1.75;+inf[ 34 0.32381 + +Cell frequencies + UpperPetalWidth +Class ]-inf;1.75] ]1.75;+inf[ Total Coverage +{Iris-setosa, Iris-versicolor} 69 1 70 0.666667 +{Iris-virginica} 2 33 35 0.333333 +Total 71 34 105 +Coverage 0.67619 0.32381 + +Cells 4 +Cell Id Class UpperPetalWidth Frequency Coverage +C1 {Iris-setosa, Iris-versicolor} ]-inf;1.75] 69 0.657143 +C4 {Iris-virginica} ]1.75;+inf[ 33 0.314286 +C2 {Iris-virginica} ]-inf;1.75] 2 0.0190476 +C3 {Iris-setosa, Iris-versicolor} ]1.75;+inf[ 1 0.00952381 + Total 105 1 + +---------------------------------------------- +Rank R17 +Variables + Type Name + Numerical PetalWidth + Numerical UpperPetalWidth + +Variables stats +PetalWidth +Interval Frequency Coverage +]-inf;1.55] 67 0.638095 +]1.55;2.05] 20 0.190476 +]2.05;+inf[ 18 0.171429 +UpperPetalWidth +Interval Frequency Coverage +]-inf;1.55] 67 0.638095 +]1.55;2.05] 20 0.190476 +]2.05;+inf[ 18 0.171429 + +Cell frequencies + UpperPetalWidth +PetalWidth ]-inf;1.55] ]1.55;2.05] ]2.05;+inf[ Total Coverage +]-inf;1.55] 67 0 0 67 0.638095 +]1.55;2.05] 0 20 0 20 0.190476 +]2.05;+inf[ 0 0 18 18 0.171429 +Total 67 20 18 105 +Coverage 0.638095 0.190476 0.171429 + +Cells 3 +Cell Id PetalWidth UpperPetalWidth Frequency Coverage +C1 ]-inf;1.55] ]-inf;1.55] 67 0.638095 +C5 ]1.55;2.05] ]1.55;2.05] 20 0.190476 +C9 ]2.05;+inf[ ]2.05;+inf[ 18 0.171429 + Total 105 1 + +---------------------------------------------- +Rank R18 +Variables + Type Name + Numerical LowerPetalLength + Numerical PetalLength + +Variables stats +LowerPetalLength +Interval Frequency Coverage +]-inf;1.45] 17 0.161905 +]1.45;2.4] 21 0.2 +]2.4;+inf[ 67 0.638095 +PetalLength +Interval Frequency Coverage +]-inf;1.45] 17 0.161905 +]1.45;2.4] 21 0.2 +]2.4;+inf[ 67 0.638095 + +Cell frequencies + PetalLength +LowerPetalLength ]-inf;1.45] ]1.45;2.4] ]2.4;+inf[ Total Coverage +]-inf;1.45] 17 0 0 17 0.161905 +]1.45;2.4] 0 21 0 21 0.2 +]2.4;+inf[ 0 0 67 67 0.638095 +Total 17 21 67 105 +Coverage 0.161905 0.2 0.638095 + +Cells 3 +Cell Id LowerPetalLength PetalLength Frequency Coverage +C9 ]2.4;+inf[ ]2.4;+inf[ 67 0.638095 +C5 ]1.45;2.4] ]1.45;2.4] 21 0.2 +C1 ]-inf;1.45] ]-inf;1.45] 17 0.161905 + Total 105 1 + +---------------------------------------------- +Rank R19 +Variables + Type Name + Categorical Class2 + Numerical PetalWidth + +Variables stats +Class2 +Group Frequency Coverage Size Value list +{} 73 0.695238 1 +{versicolor} 32 0.304762 1 versicolor * +PetalWidth +Interval Frequency Coverage +]-inf;0.75] 38 0.361905 +]0.75;1.75] 33 0.314286 +]1.75;+inf[ 34 0.32381 + +Cell frequencies + PetalWidth +Class2 ]-inf;0.75] ]0.75;1.75] ]1.75;+inf[ Total Coverage +{} 38 2 33 73 0.695238 +{versicolor} 0 31 1 32 0.304762 +Total 38 33 34 105 +Coverage 0.361905 0.314286 0.32381 + +Cells 5 +Cell Id Class2 PetalWidth Frequency Coverage +C1 {} ]-inf;0.75] 38 0.361905 +C5 {} ]1.75;+inf[ 33 0.314286 +C4 {versicolor} ]0.75;1.75] 31 0.295238 +C3 {} ]0.75;1.75] 2 0.0190476 +C6 {versicolor} ]1.75;+inf[ 1 0.00952381 + Total 105 1 + +---------------------------------------------- +Rank R20 +Variables + Type Name + Categorical SPetalLength + Numerical SepalLength + +Variables stats +SPetalLength +Group Frequency Coverage Size Value list +{5, 4} 52 0.495238 2 5 4 +{1, 3} 46 0.438095 2 1 3 +{6} 7 0.0666667 1 6 * +SepalLength +Interval Frequency Coverage +]-inf;5.35] 34 0.32381 +]5.35;5.85] 22 0.209524 +]5.85;7.15] 42 0.4 +]7.15;+inf[ 7 0.0666667 + +Cell frequencies + SepalLength +SPetalLength ]-inf;5.35] ]5.35;5.85] ]5.85;7.15] ]7.15;+inf[ Total Coverage +{5, 4} 0 10 42 0 52 0.495238 +{1, 3} 34 12 0 0 46 0.438095 +{6} 0 0 0 7 7 0.0666667 +Total 34 22 42 7 105 +Coverage 0.32381 0.209524 0.4 0.0666667 + +Cells 5 +Cell Id SPetalLength SepalLength Frequency Coverage +C7 {5, 4} ]5.85;7.15] 42 0.4 +C2 {1, 3} ]-inf;5.35] 34 0.32381 +C5 {1, 3} ]5.35;5.85] 12 0.114286 +C4 {5, 4} ]5.35;5.85] 10 0.0952381 +C12 {6} ]7.15;+inf[ 7 0.0666667 + Total 105 1 + +---------------------------------------------- +Rank R21 +Variables + Type Name + Categorical Class2 + Numerical PetalLength + +Variables stats +Class2 +Group Frequency Coverage Size Value list +{} 73 0.695238 1 +{versicolor} 32 0.304762 1 versicolor * +PetalLength +Interval Frequency Coverage +]-inf;2.4] 38 0.361905 +]2.4;4.85] 30 0.285714 +]4.85;+inf[ 37 0.352381 + +Cell frequencies + PetalLength +Class2 ]-inf;2.4] ]2.4;4.85] ]4.85;+inf[ Total Coverage +{} 38 1 34 73 0.695238 +{versicolor} 0 29 3 32 0.304762 +Total 38 30 37 105 +Coverage 0.361905 0.285714 0.352381 + +Cells 5 +Cell Id Class2 PetalLength Frequency Coverage +C1 {} ]-inf;2.4] 38 0.361905 +C5 {} ]4.85;+inf[ 34 0.32381 +C4 {versicolor} ]2.4;4.85] 29 0.27619 +C6 {versicolor} ]4.85;+inf[ 3 0.0285714 +C3 {} ]2.4;4.85] 1 0.00952381 + Total 105 1 + +---------------------------------------------- +Rank R22 +Variables + Type Name + Numerical LowerPetalLength + Numerical PetalWidth + +Variables stats +LowerPetalLength +Interval Frequency Coverage +]-inf;2.4] 38 0.361905 +]2.4;+inf[ 67 0.638095 +PetalWidth +Interval Frequency Coverage +]-inf;0.75] 38 0.361905 +]0.75;+inf[ 67 0.638095 + +Cell frequencies + PetalWidth +LowerPetalLength ]-inf;0.75] ]0.75;+inf[ Total Coverage +]-inf;2.4] 38 0 38 0.361905 +]2.4;+inf[ 0 67 67 0.638095 +Total 38 67 105 +Coverage 0.361905 0.638095 + +Cells 2 +Cell Id LowerPetalLength PetalWidth Frequency Coverage +C4 ]2.4;+inf[ ]0.75;+inf[ 67 0.638095 +C1 ]-inf;2.4] ]-inf;0.75] 38 0.361905 + Total 105 1 + +---------------------------------------------- +Rank R23 +Variables + Type Name + Categorical Class + Numerical SepalLength + +Variables stats +Class +Group Frequency Coverage Size Value list +{Iris-setosa} 38 0.361905 1 Iris-setosa +{Iris-virginica} 35 0.333333 1 Iris-virginica +{Iris-versicolor} 32 0.304762 1 Iris-versicolor * +SepalLength +Interval Frequency Coverage +]-inf;5.45] 39 0.371429 +]5.45;6.15] 28 0.266667 +]6.15;+inf[ 38 0.361905 + +Cell frequencies + SepalLength +Class ]-inf;5.45] ]5.45;6.15] ]6.15;+inf[ Total Coverage +{Iris-setosa} 34 4 0 38 0.361905 +{Iris-virginica} 0 5 30 35 0.333333 +{Iris-versicolor} 5 19 8 32 0.304762 +Total 39 28 38 105 +Coverage 0.371429 0.266667 0.361905 + +Cells 7 +Cell Id Class SepalLength Frequency Coverage +C1 {Iris-setosa} ]-inf;5.45] 34 0.32381 +C8 {Iris-virginica} ]6.15;+inf[ 30 0.285714 +C6 {Iris-versicolor} ]5.45;6.15] 19 0.180952 +C9 {Iris-versicolor} ]6.15;+inf[ 8 0.0761905 +C5 {Iris-virginica} ]5.45;6.15] 5 0.047619 +C3 {Iris-versicolor} ]-inf;5.45] 5 0.047619 +C4 {Iris-setosa} ]5.45;6.15] 4 0.0380952 + Total 105 1 + +---------------------------------------------- +Rank R24 +Variables + Type Name + Categorical Class1 + Categorical Class2 + +Variables stats +Class1 +Group Frequency Coverage Size Value list +{} 67 0.638095 1 +{setosa} 38 0.361905 1 setosa * +Class2 +Group Frequency Coverage Size Value list +{} 73 0.695238 1 +{versicolor} 32 0.304762 1 versicolor * + +Cell frequencies + Class2 +Class1 {} {versicolor} Total Coverage +{} 35 32 67 0.638095 +{setosa} 38 0 38 0.361905 +Total 73 32 105 +Coverage 0.695238 0.304762 + +Cells 3 +Cell Id Class1 Class2 Frequency Coverage +C2 {setosa} {} 38 0.361905 +C1 {} {} 35 0.333333 +C3 {} {versicolor} 32 0.304762 + Total 105 1 + +---------------------------------------------- +Rank R25 +Variables + Type Name + Categorical Class1 + Numerical SepalLength + +Variables stats +Class1 +Group Frequency Coverage Size Value list +{} 67 0.638095 1 +{setosa} 38 0.361905 1 setosa * +SepalLength +Interval Frequency Coverage +]-inf;5.45] 39 0.371429 +]5.45;+inf[ 66 0.628571 + +Cell frequencies + SepalLength +Class1 ]-inf;5.45] ]5.45;+inf[ Total Coverage +{} 5 62 67 0.638095 +{setosa} 34 4 38 0.361905 +Total 39 66 105 +Coverage 0.371429 0.628571 + +Cells 4 +Cell Id Class1 SepalLength Frequency Coverage +C3 {} ]5.45;+inf[ 62 0.590476 +C2 {setosa} ]-inf;5.45] 34 0.32381 +C1 {} ]-inf;5.45] 5 0.047619 +C4 {setosa} ]5.45;+inf[ 4 0.0380952 + Total 105 1 + +---------------------------------------------- +Rank R26 +Variables + Type Name + Categorical SPetalLength + Numerical UpperPetalWidth + +Variables stats +SPetalLength +Group Frequency Coverage Size Value list +{1, 3} 46 0.438095 2 1 3 +{5, 6} 34 0.32381 2 5 6 * +{4} 25 0.238095 1 4 +UpperPetalWidth +Interval Frequency Coverage +]-inf;1.55] 67 0.638095 +]1.55;+inf[ 38 0.361905 + +Cell frequencies + UpperPetalWidth +SPetalLength ]-inf;1.55] ]1.55;+inf[ Total Coverage +{1, 3} 46 0 46 0.438095 +{5, 6} 2 32 34 0.32381 +{4} 19 6 25 0.238095 +Total 67 38 105 +Coverage 0.638095 0.361905 + +Cells 5 +Cell Id SPetalLength UpperPetalWidth Frequency Coverage +C1 {1, 3} ]-inf;1.55] 46 0.438095 +C5 {5, 6} ]1.55;+inf[ 32 0.304762 +C3 {4} ]-inf;1.55] 19 0.180952 +C6 {4} ]1.55;+inf[ 6 0.0571429 +C2 {5, 6} ]-inf;1.55] 2 0.0190476 + Total 105 1 + +---------------------------------------------- +Rank R27 +Variables + Type Name + Numerical PetalLength + Numerical SepalLength + +Variables stats +PetalLength +Interval Frequency Coverage +]-inf;3.55] 42 0.4 +]3.55;4.6] 19 0.180952 +]4.6;5.95] 37 0.352381 +]5.95;+inf[ 7 0.0666667 +SepalLength +Interval Frequency Coverage +]-inf;5.45] 39 0.371429 +]5.45;5.85] 17 0.161905 +]5.85;7.15] 42 0.4 +]7.15;+inf[ 7 0.0666667 + +Cell frequencies + SepalLength +PetalLength ]-inf;5.45] ]5.45;5.85] ]5.85;7.15] ]7.15;+inf[ Total Coverage +]-inf;3.55] 37 5 0 0 42 0.4 +]3.55;4.6] 2 10 7 0 19 0.180952 +]4.6;5.95] 0 2 35 0 37 0.352381 +]5.95;+inf[ 0 0 0 7 7 0.0666667 +Total 39 17 42 7 105 +Coverage 0.371429 0.161905 0.4 0.0666667 + +Cells 8 +Cell Id PetalLength SepalLength Frequency Coverage +C1 ]-inf;3.55] ]-inf;5.45] 37 0.352381 +C11 ]4.6;5.95] ]5.85;7.15] 35 0.333333 +C6 ]3.55;4.6] ]5.45;5.85] 10 0.0952381 +C10 ]3.55;4.6] ]5.85;7.15] 7 0.0666667 +C16 ]5.95;+inf[ ]7.15;+inf[ 7 0.0666667 +C5 ]-inf;3.55] ]5.45;5.85] 5 0.047619 +C2 ]3.55;4.6] ]-inf;5.45] 2 0.0190476 +C7 ]4.6;5.95] ]5.45;5.85] 2 0.0190476 + Total 105 1 + +---------------------------------------------- +Rank R28 +Variables + Type Name + Numerical PetalLength + Numerical UpperPetalWidth + +Variables stats +PetalLength +Interval Frequency Coverage +]-inf;4.75] 65 0.619048 +]4.75;+inf[ 40 0.380952 +UpperPetalWidth +Interval Frequency Coverage +]-inf;1.65] 70 0.666667 +]1.65;+inf[ 35 0.333333 + +Cell frequencies + UpperPetalWidth +PetalLength ]-inf;1.65] ]1.65;+inf[ Total Coverage +]-inf;4.75] 65 0 65 0.619048 +]4.75;+inf[ 5 35 40 0.380952 +Total 70 35 105 +Coverage 0.666667 0.333333 + +Cells 3 +Cell Id PetalLength UpperPetalWidth Frequency Coverage +C1 ]-inf;4.75] ]-inf;1.65] 65 0.619048 +C4 ]4.75;+inf[ ]1.65;+inf[ 35 0.333333 +C2 ]4.75;+inf[ ]-inf;1.65] 5 0.047619 + Total 105 1 + +---------------------------------------------- +Rank R29 +Variables + Type Name + Numerical PetalWidth + Numerical SepalLength + +Variables stats +PetalWidth +Interval Frequency Coverage +]-inf;0.75] 38 0.361905 +]0.75;1.35] 18 0.171429 +]1.35;+inf[ 49 0.466667 +SepalLength +Interval Frequency Coverage +]-inf;5.45] 39 0.371429 +]5.45;5.85] 17 0.161905 +]5.85;+inf[ 49 0.466667 + +Cell frequencies + SepalLength +PetalWidth ]-inf;5.45] ]5.45;5.85] ]5.85;+inf[ Total Coverage +]-inf;0.75] 34 4 0 38 0.361905 +]0.75;1.35] 3 10 5 18 0.171429 +]1.35;+inf[ 2 3 44 49 0.466667 +Total 39 17 49 105 +Coverage 0.371429 0.161905 0.466667 + +Cells 8 +Cell Id PetalWidth SepalLength Frequency Coverage +C9 ]1.35;+inf[ ]5.85;+inf[ 44 0.419048 +C1 ]-inf;0.75] ]-inf;5.45] 34 0.32381 +C5 ]0.75;1.35] ]5.45;5.85] 10 0.0952381 +C8 ]0.75;1.35] ]5.85;+inf[ 5 0.047619 +C4 ]-inf;0.75] ]5.45;5.85] 4 0.0380952 +C2 ]0.75;1.35] ]-inf;5.45] 3 0.0285714 +C6 ]1.35;+inf[ ]5.45;5.85] 3 0.0285714 +C3 ]1.35;+inf[ ]-inf;5.45] 2 0.0190476 + Total 105 1 + +---------------------------------------------- +Rank R30 +Variables + Type Name + Numerical LowerPetalLength + Numerical SepalLength + +Variables stats +LowerPetalLength +Interval Frequency Coverage +]-inf;2.4] 38 0.361905 +]2.4;+inf[ 67 0.638095 +SepalLength +Interval Frequency Coverage +]-inf;5.45] 39 0.371429 +]5.45;+inf[ 66 0.628571 + +Cell frequencies + SepalLength +LowerPetalLength ]-inf;5.45] ]5.45;+inf[ Total Coverage +]-inf;2.4] 34 4 38 0.361905 +]2.4;+inf[ 5 62 67 0.638095 +Total 39 66 105 +Coverage 0.371429 0.628571 + +Cells 4 +Cell Id LowerPetalLength SepalLength Frequency Coverage +C4 ]2.4;+inf[ ]5.45;+inf[ 62 0.590476 +C1 ]-inf;2.4] ]-inf;5.45] 34 0.32381 +C2 ]2.4;+inf[ ]-inf;5.45] 5 0.047619 +C3 ]-inf;2.4] ]5.45;+inf[ 4 0.0380952 + Total 105 1 + +---------------------------------------------- +Rank R31 +Variables + Type Name + Categorical Class1 + Numerical UpperPetalWidth + +Variables stats +Class1 +Group Frequency Coverage Size Value list +{} 67 0.638095 1 +{setosa} 38 0.361905 1 setosa * +UpperPetalWidth +Interval Frequency Coverage +]-inf;1.55] 67 0.638095 +]1.55;+inf[ 38 0.361905 + +Cell frequencies + UpperPetalWidth +Class1 ]-inf;1.55] ]1.55;+inf[ Total Coverage +{} 29 38 67 0.638095 +{setosa} 38 0 38 0.361905 +Total 67 38 105 +Coverage 0.638095 0.361905 + +Cells 3 +Cell Id Class1 UpperPetalWidth Frequency Coverage +C3 {} ]1.55;+inf[ 38 0.361905 +C2 {setosa} ]-inf;1.55] 38 0.361905 +C1 {} ]-inf;1.55] 29 0.27619 + Total 105 1 + +---------------------------------------------- +Rank R32 +Variables + Type Name + Numerical SepalLength + Numerical UpperPetalWidth + +Variables stats +SepalLength +Interval Frequency Coverage +]-inf;5.85] 56 0.533333 +]5.85;+inf[ 49 0.466667 +UpperPetalWidth +Interval Frequency Coverage +]-inf;1.55] 67 0.638095 +]1.55;+inf[ 38 0.361905 + +Cell frequencies + UpperPetalWidth +SepalLength ]-inf;1.55] ]1.55;+inf[ Total Coverage +]-inf;5.85] 54 2 56 0.533333 +]5.85;+inf[ 13 36 49 0.466667 +Total 67 38 105 +Coverage 0.638095 0.361905 + +Cells 4 +Cell Id SepalLength UpperPetalWidth Frequency Coverage +C1 ]-inf;5.85] ]-inf;1.55] 54 0.514286 +C4 ]5.85;+inf[ ]1.55;+inf[ 36 0.342857 +C2 ]5.85;+inf[ ]-inf;1.55] 13 0.12381 +C3 ]-inf;5.85] ]1.55;+inf[ 2 0.0190476 + Total 105 1 + +---------------------------------------------- +Rank R33 +Variables + Type Name + Categorical Class1 + Numerical SepalWidth + +Variables stats +Class1 +Group Frequency Coverage Size Value list +{} 67 0.638095 1 +{setosa} 38 0.361905 1 setosa * +SepalWidth +Interval Frequency Coverage +]-inf;2.85] 30 0.285714 +]2.85;3.35] 49 0.466667 +]3.35;+inf[ 26 0.247619 + +Cell frequencies + SepalWidth +Class1 ]-inf;2.85] ]2.85;3.35] ]3.35;+inf[ Total Coverage +{} 30 32 5 67 0.638095 +{setosa} 0 17 21 38 0.361905 +Total 30 49 26 105 +Coverage 0.285714 0.466667 0.247619 + +Cells 5 +Cell Id Class1 SepalWidth Frequency Coverage +C3 {} ]2.85;3.35] 32 0.304762 +C1 {} ]-inf;2.85] 30 0.285714 +C6 {setosa} ]3.35;+inf[ 21 0.2 +C4 {setosa} ]2.85;3.35] 17 0.161905 +C5 {} ]3.35;+inf[ 5 0.047619 + Total 105 1 + +---------------------------------------------- +Rank R34 +Variables + Type Name + Categorical Class2 + Numerical LowerPetalLength + +Variables stats +Class2 +Group Frequency Coverage Size Value list +{} 73 0.695238 1 +{versicolor} 32 0.304762 1 versicolor * +LowerPetalLength +Interval Frequency Coverage +]-inf;2.4] 38 0.361905 +]2.4;+inf[ 67 0.638095 + +Cell frequencies + LowerPetalLength +Class2 ]-inf;2.4] ]2.4;+inf[ Total Coverage +{} 38 35 73 0.695238 +{versicolor} 0 32 32 0.304762 +Total 38 67 105 +Coverage 0.361905 0.638095 + +Cells 3 +Cell Id Class2 LowerPetalLength Frequency Coverage +C1 {} ]-inf;2.4] 38 0.361905 +C3 {} ]2.4;+inf[ 35 0.333333 +C4 {versicolor} ]2.4;+inf[ 32 0.304762 + Total 105 1 + +---------------------------------------------- +Rank R35 +Variables + Type Name + Categorical Class + Numerical SepalWidth + +Variables stats +Class +Group Frequency Coverage Size Value list +{Iris-setosa} 38 0.361905 1 Iris-setosa +{Iris-virginica} 35 0.333333 1 Iris-virginica +{Iris-versicolor} 32 0.304762 1 Iris-versicolor * +SepalWidth +Interval Frequency Coverage +]-inf;2.95] 36 0.342857 +]2.95;+inf[ 69 0.657143 + +Cell frequencies + SepalWidth +Class ]-inf;2.95] ]2.95;+inf[ Total Coverage +{Iris-setosa} 1 37 38 0.361905 +{Iris-virginica} 13 22 35 0.333333 +{Iris-versicolor} 22 10 32 0.304762 +Total 36 69 105 +Coverage 0.342857 0.657143 + +Cells 6 +Cell Id Class SepalWidth Frequency Coverage +C4 {Iris-setosa} ]2.95;+inf[ 37 0.352381 +C5 {Iris-virginica} ]2.95;+inf[ 22 0.209524 +C3 {Iris-versicolor} ]-inf;2.95] 22 0.209524 +C2 {Iris-virginica} ]-inf;2.95] 13 0.12381 +C6 {Iris-versicolor} ]2.95;+inf[ 10 0.0952381 +C1 {Iris-setosa} ]-inf;2.95] 1 0.00952381 + Total 105 1 + +---------------------------------------------- +Rank R36 +Variables + Type Name + Numerical LowerPetalLength + Numerical UpperPetalWidth + +Variables stats +LowerPetalLength +Interval Frequency Coverage +]-inf;2.4] 38 0.361905 +]2.4;+inf[ 67 0.638095 +UpperPetalWidth +Interval Frequency Coverage +]-inf;1.55] 67 0.638095 +]1.55;+inf[ 38 0.361905 + +Cell frequencies + UpperPetalWidth +LowerPetalLength ]-inf;1.55] ]1.55;+inf[ Total Coverage +]-inf;2.4] 38 0 38 0.361905 +]2.4;+inf[ 29 38 67 0.638095 +Total 67 38 105 +Coverage 0.638095 0.361905 + +Cells 3 +Cell Id LowerPetalLength UpperPetalWidth Frequency Coverage +C1 ]-inf;2.4] ]-inf;1.55] 38 0.361905 +C4 ]2.4;+inf[ ]1.55;+inf[ 38 0.361905 +C2 ]2.4;+inf[ ]-inf;1.55] 29 0.27619 + Total 105 1 + +---------------------------------------------- +Rank R37 +Variables + Type Name + Numerical PetalWidth + Numerical SepalWidth + +Variables stats +PetalWidth +Interval Frequency Coverage +]-inf;0.75] 38 0.361905 +]0.75;1.45] 24 0.228571 +]1.45;+inf[ 43 0.409524 +SepalWidth +Interval Frequency Coverage +]-inf;2.95] 36 0.342857 +]2.95;+inf[ 69 0.657143 + +Cell frequencies + SepalWidth +PetalWidth ]-inf;2.95] ]2.95;+inf[ Total Coverage +]-inf;0.75] 1 37 38 0.361905 +]0.75;1.45] 21 3 24 0.228571 +]1.45;+inf[ 14 29 43 0.409524 +Total 36 69 105 +Coverage 0.342857 0.657143 + +Cells 6 +Cell Id PetalWidth SepalWidth Frequency Coverage +C4 ]-inf;0.75] ]2.95;+inf[ 37 0.352381 +C6 ]1.45;+inf[ ]2.95;+inf[ 29 0.27619 +C2 ]0.75;1.45] ]-inf;2.95] 21 0.2 +C3 ]1.45;+inf[ ]-inf;2.95] 14 0.133333 +C5 ]0.75;1.45] ]2.95;+inf[ 3 0.0285714 +C1 ]-inf;0.75] ]-inf;2.95] 1 0.00952381 + Total 105 1 + +---------------------------------------------- +Rank R38 +Variables + Type Name + Categorical SPetalLength + Numerical SepalWidth + +Variables stats +SPetalLength +Group Frequency Coverage Size Value list +{4, 3, 6} 40 0.380952 3 4 3 6 * +{1} 38 0.361905 1 1 +{5} 27 0.257143 1 5 +SepalWidth +Interval Frequency Coverage +]-inf;2.95] 36 0.342857 +]2.95;3.25] 41 0.390476 +]3.25;+inf[ 28 0.266667 + +Cell frequencies + SepalWidth +SPetalLength ]-inf;2.95] ]2.95;3.25] ]3.25;+inf[ Total Coverage +{4, 3, 6} 26 10 4 40 0.380952 +{1} 1 15 22 38 0.361905 +{5} 9 16 2 27 0.257143 +Total 36 41 28 105 +Coverage 0.342857 0.390476 0.266667 + +Cells 9 +Cell Id SPetalLength SepalWidth Frequency Coverage +C1 {4, 3, 6} ]-inf;2.95] 26 0.247619 +C8 {1} ]3.25;+inf[ 22 0.209524 +C6 {5} ]2.95;3.25] 16 0.152381 +C5 {1} ]2.95;3.25] 15 0.142857 +C4 {4, 3, 6} ]2.95;3.25] 10 0.0952381 +C3 {5} ]-inf;2.95] 9 0.0857143 +C7 {4, 3, 6} ]3.25;+inf[ 4 0.0380952 +C9 {5} ]3.25;+inf[ 2 0.0190476 +C2 {1} ]-inf;2.95] 1 0.00952381 + Total 105 1 diff --git a/test/LearningTest/TestKhiops/Standard/IrisU/results.ref/err.txt b/test/LearningTest/TestKhiops/Standard/IrisU/results.ref/err.txt new file mode 100644 index 000000000..41d610c82 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/IrisU/results.ref/err.txt @@ -0,0 +1,6 @@ +Train unsupervised model +Database ../../../datasets/Iris/Iris.txt: Read records: 150 Selected records: 105 +Evaluation of variable pairs +Data preparation time: 0:00:00.26 +Write report ./results\AllReports.khj + diff --git a/test/LearningTest/TestKhiops/Standard/IrisU/results.ref/time.log b/test/LearningTest/TestKhiops/Standard/IrisU/results.ref/time.log new file mode 100644 index 000000000..05e2ce276 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/IrisU/results.ref/time.log @@ -0,0 +1 @@ +Overal time: 0.6460590362548828 diff --git a/test/LearningTest/TestKhiops/Standard/IrisU/test.prm b/test/LearningTest/TestKhiops/Standard/IrisU/test.prm new file mode 100644 index 000000000..98fcd668b --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/IrisU/test.prm @@ -0,0 +1,54 @@ +// Thu Jun 12 13:31:06 2008 +// modl +// Output command file +// +//This file contains recorded commands, that can be replayed. +//Commands are based on user interactions: +// field update +// list index selection +// menu action +//Every command can be commented, using //. +//For example, commenting the last Exit command will allow other +//user interactions, after the commands have been replayed. +// +// + +// -> Data preparation and scoring +ClassManagement.OpenFile // Open... + +// -> Open +ClassFileName ../../../datasets/Iris/Iris.kdic // Dictionary file +ClassFileName ./IrisExtended.kdic // Dictionary file +OK // Open +// <- Open + +ClassManagement.ClassName Iris // Dictionary + +TrainDatabase.DatabaseFiles.List.Key Iris // List item selection +TrainDatabase.DatabaseFiles.DataTableName ../../../datasets/Iris/Iris.txt // Database file +TrainDatabase.SampleNumberPercentage 70 // Sample percentage + + +AnalysisSpec.TargetAttributeName // Target variable + +AnalysisSpec.PredictorsSpec.SelectiveNaiveBayesPredictor false // Predicteur Bayesien Naif Selectif + +AnalysisSpec.PredictorsSpec.ConstructionSpec.MaxAttributePairNumber 100 // Max number of pairs of variables + +AnalysisResults.ResultFilesDirectory ./results // Result files directory +AnalysisResults.Preparation2DFileName PreparationReport2D.xls // Preparation report + + + +AnalysisSpec.PredictorsSpec.ConstructionSpec.MaxTreeNumber 0 // Max Tree number +AnalysisSpec.PredictorsSpec.ConstructionSpec.MaxConstructedAttributeNumber 0 // Max number of constructed variables +ComputeStats // Analyse database + +Exit // Close +// <- Data preparation and scoring + + +// -> Data preparation and scoring +OK // Close +// <- Data preparation and scoring + diff --git a/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/Dataset.txt b/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/Dataset.txt new file mode 100644 index 000000000..45e543a37 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/Dataset.txt @@ -0,0 +1,1001 @@ +Num0 Num1 Num2 Num3 Cat0 Cat1 Cat2 Cat3 +544 4 -1 4 C544 C4 C-1 C4 +683 3 -1 3 C683 C3 C-1 C3 +23 3 -1 3 C23 C3 C-1 C3 +101 1 -1 1 C101 C1 C-1 C1 +868 8 -1 8 C868 C8 C-1 C8 +193 13 13 -1 C193 C13 C13 C-1 +613 13 13 -1 C613 C13 C13 C-1 +757 17 17 -1 C757 C17 C17 C-1 +857 17 17 -1 C857 C17 C17 C-1 +687 7 -1 7 C687 C7 C-1 C7 +355 15 15 -1 C355 C15 C15 C-1 +857 17 17 -1 C857 C17 C17 C-1 +913 13 13 -1 C913 C13 C13 C-1 +91 11 11 -1 C91 C11 C11 C-1 +560 0 -1 0 C560 C0 C-1 C0 +730 10 10 -1 C730 C10 C10 C-1 +749 9 -1 9 C749 C9 C-1 C9 +64 4 -1 4 C64 C4 C-1 C4 +954 14 14 -1 C954 C14 C14 C-1 +841 1 -1 1 C841 C1 C-1 C1 +926 6 -1 6 C926 C6 C-1 C6 +141 1 -1 1 C141 C1 C-1 C1 +631 11 11 -1 C631 C11 C11 C-1 +955 15 15 -1 C955 C15 C15 C-1 +655 15 15 -1 C655 C15 C15 C-1 +169 9 -1 9 C169 C9 C-1 C9 +314 14 14 -1 C314 C14 C14 C-1 +807 7 -1 7 C807 C7 C-1 C7 +389 9 -1 9 C389 C9 C-1 C9 +936 16 16 -1 C936 C16 C16 C-1 +556 16 16 -1 C556 C16 C16 C-1 +695 15 15 -1 C695 C15 C15 C-1 +918 18 18 -1 C918 C18 C18 C-1 +643 3 -1 3 C643 C3 C-1 C3 +51 11 11 -1 C51 C11 C11 C-1 +174 14 14 -1 C174 C14 C14 C-1 +575 15 15 -1 C575 C15 C15 C-1 +261 1 -1 1 C261 C1 C-1 C1 +70 10 10 -1 C70 C10 C10 C-1 +339 19 19 -1 C339 C19 C19 C-1 +480 0 -1 0 C480 C0 C-1 C0 +779 19 19 -1 C779 C19 C19 C-1 +521 1 -1 1 C521 C1 C-1 C1 +420 0 -1 0 C420 C0 C-1 C0 +580 0 -1 0 C580 C0 C-1 C0 +139 19 19 -1 C139 C19 C19 C-1 +97 17 17 -1 C97 C17 C17 C-1 +860 0 -1 0 C860 C0 C-1 C0 +597 17 17 -1 C597 C17 C17 C-1 +348 8 -1 8 C348 C8 C-1 C8 +682 2 -1 2 C682 C2 C-1 C2 +560 0 -1 0 C560 C0 C-1 C0 +921 1 -1 1 C921 C1 C-1 C1 +602 2 -1 2 C602 C2 C-1 C2 +838 18 18 -1 C838 C18 C18 C-1 +392 12 12 -1 C392 C12 C12 C-1 +182 2 -1 2 C182 C2 C-1 C2 +523 3 -1 3 C523 C3 C-1 C3 +893 13 13 -1 C893 C13 C13 C-1 +306 6 -1 6 C306 C6 C-1 C6 +491 11 11 -1 C491 C11 C11 C-1 +464 4 -1 4 C464 C4 C-1 C4 +693 13 13 -1 C693 C13 C13 C-1 +231 11 11 -1 C231 C11 C11 C-1 +828 8 -1 8 C828 C8 C-1 C8 +46 6 -1 6 C46 C6 C-1 C6 +267 7 -1 7 C267 C7 C-1 C7 +513 13 13 -1 C513 C13 C13 C-1 +596 16 16 -1 C596 C16 C16 C-1 +153 13 13 -1 C153 C13 C13 C-1 +409 9 -1 9 C409 C9 C-1 C9 +331 11 11 -1 C331 C11 C11 C-1 +530 10 10 -1 C530 C10 C10 C-1 +577 17 17 -1 C577 C17 C17 C-1 +593 13 13 -1 C593 C13 C13 C-1 +365 5 -1 5 C365 C5 C-1 C5 +362 2 -1 2 C362 C2 C-1 C2 +149 9 -1 9 C149 C9 C-1 C9 +559 19 19 -1 C559 C19 C19 C-1 +618 18 18 -1 C618 C18 C18 C-1 +897 17 17 -1 C897 C17 C17 C-1 +945 5 -1 5 C945 C5 C-1 C5 +323 3 -1 3 C323 C3 C-1 C3 +524 4 -1 4 C524 C4 C-1 C4 +185 5 -1 5 C185 C5 C-1 C5 +918 18 18 -1 C918 C18 C18 C-1 +512 12 12 -1 C512 C12 C12 C-1 +673 13 13 -1 C673 C13 C13 C-1 +988 8 -1 8 C988 C8 C-1 C8 +433 13 13 -1 C433 C13 C13 C-1 +171 11 11 -1 C171 C11 C11 C-1 +430 10 10 -1 C430 C10 C10 C-1 +540 0 -1 0 C540 C0 C-1 C0 +684 4 -1 4 C684 C4 C-1 C4 +687 7 -1 7 C687 C7 C-1 C7 +468 8 -1 8 C468 C8 C-1 C8 +92 12 12 -1 C92 C12 C12 C-1 +155 15 15 -1 C155 C15 C15 C-1 +788 8 -1 8 C788 C8 C-1 C8 +369 9 -1 9 C369 C9 C-1 C9 +19 19 19 -1 C19 C19 C19 C-1 +477 17 17 -1 C477 C17 C17 C-1 +389 9 -1 9 C389 C9 C-1 C9 +855 15 15 -1 C855 C15 C15 C-1 +125 5 -1 5 C125 C5 C-1 C5 +438 18 18 -1 C438 C18 C18 C-1 +345 5 -1 5 C345 C5 C-1 C5 +211 11 11 -1 C211 C11 C11 C-1 +163 3 -1 3 C163 C3 C-1 C3 +235 15 15 -1 C235 C15 C15 C-1 +49 9 -1 9 C49 C9 C-1 C9 +267 7 -1 7 C267 C7 C-1 C7 +275 15 15 -1 C275 C15 C15 C-1 +32 12 12 -1 C32 C12 C12 C-1 +701 1 -1 1 C701 C1 C-1 C1 +743 3 -1 3 C743 C3 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C6 +5 5 -1 5 C5 C5 C-1 C5 +308 8 -1 8 C308 C8 C-1 C8 +106 6 -1 6 C106 C6 C-1 C6 +449 9 -1 9 C449 C9 C-1 C9 +991 11 11 -1 C991 C11 C11 C-1 +860 0 -1 0 C860 C0 C-1 C0 +276 16 16 -1 C276 C16 C16 C-1 +947 7 -1 7 C947 C7 C-1 C7 +846 6 -1 6 C846 C6 C-1 C6 +658 18 18 -1 C658 C18 C18 C-1 +847 7 -1 7 C847 C7 C-1 C7 +42 2 -1 2 C42 C2 C-1 C2 +809 9 -1 9 C809 C9 C-1 C9 +325 5 -1 5 C325 C5 C-1 C5 +886 6 -1 6 C886 C6 C-1 C6 +688 8 -1 8 C688 C8 C-1 C8 +634 14 14 -1 C634 C14 C14 C-1 +98 18 18 -1 C98 C18 C18 C-1 +233 13 13 -1 C233 C13 C13 C-1 +198 18 18 -1 C198 C18 C18 C-1 +241 1 -1 1 C241 C1 C-1 C1 +639 19 19 -1 C639 C19 C19 C-1 +53 13 13 -1 C53 C13 C13 C-1 +452 12 12 -1 C452 C12 C12 C-1 +759 19 19 -1 C759 C19 C19 C-1 +577 17 17 -1 C577 C17 C17 C-1 +309 9 -1 9 C309 C9 C-1 C9 +850 10 10 -1 C850 C10 C10 C-1 +702 2 -1 2 C702 C2 C-1 C2 +223 3 -1 3 C223 C3 C-1 C3 +90 10 10 -1 C90 C10 C10 C-1 +279 19 19 -1 C279 C19 C19 C-1 +946 6 -1 6 C946 C6 C-1 C6 +715 15 15 -1 C715 C15 C15 C-1 +135 15 15 -1 C135 C15 C15 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16 16 -1 C336 C16 C16 C-1 +499 19 19 -1 C499 C19 C19 C-1 +169 9 -1 9 C169 C9 C-1 C9 +598 18 18 -1 C598 C18 C18 C-1 +98 18 18 -1 C98 C18 C18 C-1 +982 2 -1 2 C982 C2 C-1 C2 +797 17 17 -1 C797 C17 C17 C-1 +763 3 -1 3 C763 C3 C-1 C3 +809 9 -1 9 C809 C9 C-1 C9 +806 6 -1 6 C806 C6 C-1 C6 +944 4 -1 4 C944 C4 C-1 C4 +243 3 -1 3 C243 C3 C-1 C3 +957 17 17 -1 C957 C17 C17 C-1 +436 16 16 -1 C436 C16 C16 C-1 +572 12 12 -1 C572 C12 C12 C-1 +835 15 15 -1 C835 C15 C15 C-1 +258 18 18 -1 C258 C18 C18 C-1 +844 4 -1 4 C844 C4 C-1 C4 +125 5 -1 5 C125 C5 C-1 C5 +908 8 -1 8 C908 C8 C-1 C8 +734 14 14 -1 C734 C14 C14 C-1 +837 17 17 -1 C837 C17 C17 C-1 +903 3 -1 3 C903 C3 C-1 C3 +695 15 15 -1 C695 C15 C15 C-1 +698 18 18 -1 C698 C18 C18 C-1 +494 14 14 -1 C494 C14 C14 C-1 +484 4 -1 4 C484 C4 C-1 C4 +815 15 15 -1 C815 C15 C15 C-1 +573 13 13 -1 C573 C13 C13 C-1 +232 12 12 -1 C232 C12 C12 C-1 +315 15 15 -1 C315 C15 C15 C-1 +625 5 -1 5 C625 C5 C-1 C5 +596 16 16 -1 C596 C16 C16 C-1 +164 4 -1 4 C164 C4 C-1 C4 +132 12 12 -1 C132 C12 C12 C-1 +354 14 14 -1 C354 C14 C14 C-1 +530 10 10 -1 C530 C10 C10 C-1 +233 13 13 -1 C233 C13 C13 C-1 +994 14 14 -1 C994 C14 C14 C-1 +365 5 -1 5 C365 C5 C-1 C5 +632 12 12 -1 C632 C12 C12 C-1 +12 12 12 -1 C12 C12 C12 C-1 +455 15 15 -1 C455 C15 C15 C-1 +353 13 13 -1 C353 C13 C13 C-1 +703 3 -1 3 C703 C3 C-1 C3 +487 7 -1 7 C487 C7 C-1 C7 +687 7 -1 7 C687 C7 C-1 C7 +563 3 -1 3 C563 C3 C-1 C3 +391 11 11 -1 C391 C11 C11 C-1 +192 12 12 -1 C192 C12 C12 C-1 +773 13 13 -1 C773 C13 C13 C-1 +24 4 -1 4 C24 C4 C-1 C4 +991 11 11 -1 C991 C11 C11 C-1 +402 2 -1 2 C402 C2 C-1 C2 +482 2 -1 2 C482 C2 C-1 C2 +941 1 -1 1 C941 C1 C-1 C1 +738 18 18 -1 C738 C18 C18 C-1 +100 0 -1 0 C100 C0 C-1 C0 +900 0 -1 0 C900 C0 C-1 C0 +118 18 18 -1 C118 C18 C18 C-1 +718 18 18 -1 C718 C18 C18 C-1 +165 5 -1 5 C165 C5 C-1 C5 +557 17 17 -1 C557 C17 C17 C-1 +81 1 -1 1 C81 C1 C-1 C1 +176 16 16 -1 C176 C16 C16 C-1 +93 13 13 -1 C93 C13 C13 C-1 +342 2 -1 2 C342 C2 C-1 C2 +567 7 -1 7 C567 C7 C-1 C7 +74 14 14 -1 C74 C14 C14 C-1 +186 6 -1 6 C186 C6 C-1 C6 +709 9 -1 9 C709 C9 C-1 C9 +591 11 11 -1 C591 C11 C11 C-1 +349 9 -1 9 C349 C9 C-1 C9 +826 6 -1 6 C826 C6 C-1 C6 +538 18 18 -1 C538 C18 C18 C-1 +646 6 -1 6 C646 C6 C-1 C6 +728 8 -1 8 C728 C8 C-1 C8 +210 10 10 -1 C210 C10 C10 C-1 +187 7 -1 7 C187 C7 C-1 C7 +642 2 -1 2 C642 C2 C-1 C2 +786 6 -1 6 C786 C6 C-1 C6 +663 3 -1 3 C663 C3 C-1 C3 +139 19 19 -1 C139 C19 C19 C-1 +664 4 -1 4 C664 C4 C-1 C4 +889 9 -1 9 C889 C9 C-1 C9 +670 10 10 -1 C670 C10 C10 C-1 +571 11 11 -1 C571 C11 C11 C-1 +762 2 -1 2 C762 C2 C-1 C2 +490 10 10 -1 C490 C10 C10 C-1 +859 19 19 -1 C859 C19 C19 C-1 +144 4 -1 4 C144 C4 C-1 C4 +566 6 -1 6 C566 C6 C-1 C6 +74 14 14 -1 C74 C14 C14 C-1 +442 2 -1 2 C442 C2 C-1 C2 +936 16 16 -1 C936 C16 C16 C-1 +601 1 -1 1 C601 C1 C-1 C1 +303 3 -1 3 C303 C3 C-1 C3 +508 8 -1 8 C508 C8 C-1 C8 +667 7 -1 7 C667 C7 C-1 C7 +672 12 12 -1 C672 C12 C12 C-1 +67 7 -1 7 C67 C7 C-1 C7 +332 12 12 -1 C332 C12 C12 C-1 +933 13 13 -1 C933 C13 C13 C-1 +250 10 10 -1 C250 C10 C10 C-1 +387 7 -1 7 C387 C7 C-1 C7 +66 6 -1 6 C66 C6 C-1 C6 +156 16 16 -1 C156 C16 C16 C-1 +240 0 -1 0 C240 C0 C-1 C0 +863 3 -1 3 C863 C3 C-1 C3 +40 0 -1 0 C40 C0 C-1 C0 +347 7 -1 7 C347 C7 C-1 C7 +683 3 -1 3 C683 C3 C-1 C3 +230 10 10 -1 C230 C10 C10 C-1 +287 7 -1 7 C287 C7 C-1 C7 +810 10 10 -1 C810 C10 C10 C-1 +229 9 -1 9 C229 C9 C-1 C9 +5 5 -1 5 C5 C5 C-1 C5 +320 0 -1 0 C320 C0 C-1 C0 +798 18 18 -1 C798 C18 C18 C-1 +980 0 -1 0 C980 C0 C-1 C0 +50 10 10 -1 C50 C10 C10 C-1 +881 1 -1 1 C881 C1 C-1 C1 +701 1 -1 1 C701 C1 C-1 C1 +746 6 -1 6 C746 C6 C-1 C6 +498 18 18 -1 C498 C18 C18 C-1 +71 11 11 -1 C71 C11 C11 C-1 +184 4 -1 4 C184 C4 C-1 C4 +940 0 -1 0 C940 C0 C-1 C0 +297 17 17 -1 C297 C17 C17 C-1 +165 5 -1 5 C165 C5 C-1 C5 +811 11 11 -1 C811 C11 C11 C-1 +769 9 -1 9 C769 C9 C-1 C9 +234 14 14 -1 C234 C14 C14 C-1 +624 4 -1 4 C624 C4 C-1 C4 +153 13 13 -1 C153 C13 C13 C-1 +127 7 -1 7 C127 C7 C-1 C7 +349 9 -1 9 C349 C9 C-1 C9 +535 15 15 -1 C535 C15 C15 C-1 +200 0 -1 0 C200 C0 C-1 C0 +153 13 13 -1 C153 C13 C13 C-1 +694 14 14 -1 C694 C14 C14 C-1 +443 3 -1 3 C443 C3 C-1 C3 +273 13 13 -1 C273 C13 C13 C-1 +227 7 -1 7 C227 C7 C-1 C7 +718 18 18 -1 C718 C18 C18 C-1 +449 9 -1 9 C449 C9 C-1 C9 +477 17 17 -1 C477 C17 C17 C-1 +28 8 -1 8 C28 C8 C-1 C8 +475 15 15 -1 C475 C15 C15 C-1 +199 19 19 -1 C199 C19 C19 C-1 +920 0 -1 0 C920 C0 C-1 C0 +254 14 14 -1 C254 C14 C14 C-1 +333 13 13 -1 C333 C13 C13 C-1 +161 1 -1 1 C161 C1 C-1 C1 +708 8 -1 8 C708 C8 C-1 C8 +569 9 -1 9 C569 C9 C-1 C9 +711 11 11 -1 C711 C11 C11 C-1 +79 19 19 -1 C79 C19 C19 C-1 +177 17 17 -1 C177 C17 C17 C-1 +814 14 14 -1 C814 C14 C14 C-1 +211 11 11 -1 C211 C11 C11 C-1 +667 7 -1 7 C667 C7 C-1 C7 +840 0 -1 0 C840 C0 C-1 C0 +479 19 19 -1 C479 C19 C19 C-1 +680 0 -1 0 C680 C0 C-1 C0 +962 2 -1 2 C962 C2 C-1 C2 +171 11 11 -1 C171 C11 C11 C-1 +802 2 -1 2 C802 C2 C-1 C2 +517 17 17 -1 C517 C17 C17 C-1 +351 11 11 -1 C351 C11 C11 C-1 +661 1 -1 1 C661 C1 C-1 C1 +927 7 -1 7 C927 C7 C-1 C7 +128 8 -1 8 C128 C8 C-1 C8 +224 4 -1 4 C224 C4 C-1 C4 +34 14 14 -1 C34 C14 C14 C-1 +300 0 -1 0 C300 C0 C-1 C0 +763 3 -1 3 C763 C3 C-1 C3 +678 18 18 -1 C678 C18 C18 C-1 +528 8 -1 8 C528 C8 C-1 C8 +898 18 18 -1 C898 C18 C18 C-1 +106 6 -1 6 C106 C6 C-1 C6 +167 7 -1 7 C167 C7 C-1 C7 +231 11 11 -1 C231 C11 C11 C-1 +250 10 10 -1 C250 C10 C10 C-1 +361 1 -1 1 C361 C1 C-1 C1 +862 2 -1 2 C862 C2 C-1 C2 +880 0 -1 0 C880 C0 C-1 C0 +474 14 14 -1 C474 C14 C14 C-1 +502 2 -1 2 C502 C2 C-1 C2 +665 5 -1 5 C665 C5 C-1 C5 +31 11 11 -1 C31 C11 C11 C-1 +602 2 -1 2 C602 C2 C-1 C2 +176 16 16 -1 C176 C16 C16 C-1 +198 18 18 -1 C198 C18 C18 C-1 +618 18 18 -1 C618 C18 C18 C-1 +143 3 -1 3 C143 C3 C-1 C3 +231 11 11 -1 C231 C11 C11 C-1 +607 7 -1 7 C607 C7 C-1 C7 +378 18 18 -1 C378 C18 C18 C-1 +425 5 -1 5 C425 C5 C-1 C5 +373 13 13 -1 C373 C13 C13 C-1 +714 14 14 -1 C714 C14 C14 C-1 +582 2 -1 2 C582 C2 C-1 C2 +675 15 15 -1 C675 C15 C15 C-1 +972 12 12 -1 C972 C12 C12 C-1 +62 2 -1 2 C62 C2 C-1 C2 +285 5 -1 5 C285 C5 C-1 C5 +558 18 18 -1 C558 C18 C18 C-1 +83 3 -1 3 C83 C3 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Categorical Cat3 ; +}; diff --git a/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/readme.txt b/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/readme.txt new file mode 100644 index 000000000..9a463d9f3 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/readme.txt @@ -0,0 +1,11 @@ +Test de l'option du nombre d'items max dans les rapports (pour evaluer papyrus) +dans tous les cas de figure: + . classification (C) + . regression (R) + . classification avec regroupement de la cible (CG) + . non supervise (U) + . analyse univariee et bivariee + +Test sans contrainte et avec nombre max d'items dans les rapports fixe a 10. + +Quelques petites installibilités parfois dans les prétraitement bivariée (cible catégorielle avec groupement, régression ou non supervisé). \ No newline at end of file diff --git a/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/C10_AllReports.khj b/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/C10_AllReports.khj new file mode 100644 index 000000000..f2049ecc2 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/C10_AllReports.khj @@ -0,0 +1,1899 @@ +{ + "tool": "Khiops", + "version": "10.1.5", + "shortDescription": "", + "modelingReport": { + "reportType": "Modeling", + "summary": { + "dictionary": "Dictionary", + "database": ".\/Dataset.txt", + "samplePercentage": 50, + "samplingMode": "Include sample", + "selectionVariable": "", + "selectionValue": "", + "learningTask": "Classification analysis", + "targetVariable": "Cat1" + }, + "trainedPredictors": [ + { + "rank": "R1", + "type": "Classifier", + "family": "Selective Naive Bayes", + "name": "Selective Naive Bayes", + "variables": 3 + } + ], + "trainedPredictorsDetails": { + "R1": { + "selectedVariables": [ + { + "preparedName": "PNum1", + "name": "Num1", + "level": 0.619885, + "weight": 0.518555, + "importance": 0.566961 + }, + { + "preparedName": "PNum2", + "name": "Num2", + "level": 0.394446, + "weight": 0.102539, + "importance": 0.201112 + }, + { + "preparedName": "PCat3", + "name": "Cat3", + "level": 0.407198, + "weight": 0.0947266, + "importance": 0.196399 + } + ] + } + } + }, + "trainEvaluationReport": { + "reportType": "Evaluation", + "evaluationType": "Train", + "summary": { + "dictionary": "Dictionary", + "database": ".\/Dataset.txt", + "samplePercentage": 50, + "samplingMode": "Include sample", + "selectionVariable": "", + "selectionValue": "", + "instances": 525, + "learningTask": "Classification analysis", + "targetVariable": "Cat1" + }, + "predictorsPerformance": [ + { + "rank": "R1", + "type": "Classifier", + "family": "Selective Naive Bayes", + "name": "Selective Naive Bayes", + "accuracy": 1, + "compression": 0.987882, + "auc": 1 + } + ], + "predictorsDetailedPerformance": { + "R1": { + "confusionMatrix": { + "values": 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[0,0,0,0,0,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0], + [0,0,0,0,0,0,28,0,0,0,0,0,0,0,0,0,0,0,0,0], + [0,0,0,0,0,0,0,26,0,0,0,0,0,0,0,0,0,0,0,0], + [0,0,0,0,0,0,0,0,19,0,0,0,0,0,0,0,0,0,0,0], + [0,0,0,0,0,0,0,0,0,37,0,0,0,0,0,0,0,0,0,0], + [0,0,0,0,0,0,0,0,0,0,25,0,0,0,0,0,0,0,0,0], + [0,0,0,0,0,0,0,0,0,0,0,17,0,0,0,0,0,0,0,0] + ], + "cellInterests": [0.0596787,0.0607833,0.0526335,0.0513834,0.0501096,0.0501096,0.0488111,0.0488111,0.0461361,0.0373961,0.0373961,0.0550657,0.047487,0.0618696,0.0526335,0.0501096,0.0404404,0.0629381,0.0488111,0.0373961] + } + } + } + }, + "khiops_encoding": "ascii" +} diff --git a/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/C10_Modeling.kdic b/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/C10_Modeling.kdic new file mode 100644 index 000000000..b7dddb5d3 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/C10_Modeling.kdic @@ -0,0 +1,41 @@ +#Khiops 10.1.5 + +Dictionary SNB_Dictionary + +{ +Unused Numerical Num0 ; +Unused Numerical Num1 ; +Unused Numerical Num2 ; +Unused Numerical Num3 ; +Unused Categorical Cat0 ; +Unused Categorical Cat1 ; +Unused Categorical Cat2 ; +Unused Categorical Cat3 ; +Unused Structure(DataGrid) VCat1 = DataGrid(ValueSetC("C0", "C1", "C10", "C11", "C12", "C13", "C14", "C15", "C16", "C17", "C18", "C19", "C2", "C3", "C4", "C5", "C6", "C7", "C8", "C9"), Frequencies(25, 35, 17, 30, 24, 36, 28, 26, 19, 37, 25, 17, 34, 26, 26, 25, 23, 28, 17, 27)) ; +Unused Structure(DataGrid) PNum1 = DataGrid(IntervalBounds(0.5, 1.5, 2.5, 3.5, 4.5, 5.5, 6.5, 7.5, 8.5, 9.5, 10.5, 11.5, 12.5, 13.5, 14.5, 15.5, 16.5, 17.5, 18.5), ValueSetC("C0", "C1", "C10", "C11", "C12", "C13", "C14", "C15", "C16", "C17", "C18", "C19", "C2", "C3", "C4", "C5", "C6", "C7", "C8", "C9"), Frequencies(25, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 35, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 17, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 30, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 24, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 36, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 28, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 26, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 19, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 37, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 25, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 17, 0, 0, 34, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 26, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 26, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 25, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 23, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 28, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 17, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 27, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0)) ; // DataGrid(Num1, Cat1) +Unused Structure(DataGrid) PNum2 = DataGrid(IntervalBounds(4, 10.5, 11.5, 12.5, 13.5, 14.5, 15.5, 16.5, 17.5, 18.5), ValueSetC("C0", "C1", "C10", "C11", "C12", "C13", "C14", "C15", "C16", "C17", "C18", "C19", "C2", "C3", "C4", "C5", "C6", "C7", "C8", "C9"), Frequencies(25, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 35, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 17, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 30, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 24, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 36, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 28, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 26, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 19, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 37, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 25, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 17, 34, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 26, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 26, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 25, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 23, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 28, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 17, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 27, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0)) ; // DataGrid(Num2, Cat1) +Unused Structure(DataGrid) PCat3 = DataGrid(ValueGroups(ValueGroup("C-1"), ValueGroup("C1"), ValueGroup("C2"), ValueGroup("C7"), ValueGroup("C9"), ValueGroup("C3"), ValueGroup("C4"), ValueGroup("C0"), ValueGroup("C5"), ValueGroup("C6"), ValueGroup("C8", " * ")), ValueSetC("C0", "C1", "C10", "C11", "C12", "C13", "C14", "C15", "C16", "C17", "C18", "C19", "C2", "C3", "C4", "C5", "C6", "C7", "C8", "C9"), Frequencies(0, 0, 0, 0, 0, 0, 0, 25, 0, 0, 0, 0, 35, 0, 0, 0, 0, 0, 0, 0, 0, 0, 17, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 30, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 24, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 36, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 28, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 26, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 19, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 37, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 25, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 17, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 34, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 26, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 26, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 25, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 23, 0, 0, 0, 0, 28, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 17, 0, 0, 0, 0, 27, 0, 0, 0, 0, 0, 0)) ; // DataGrid(Cat3, Cat1) +Unused Structure(Classifier) SNBCat1 = SNBClassifier(Vector(0.5185546875, 0.1025390625, 0.0947265625), DataGridStats(PNum1, Num1), DataGridStats(PNum2, Num2), DataGridStats(PCat3, Cat3), VCat1) ; + Categorical PredictedCat1 = TargetValue(SNBCat1) ; +Unused Numerical ScoreCat1 = TargetProb(SNBCat1) ; + Numerical ProbCat1C0 = TargetProbAt(SNBCat1, "C0") ; + Numerical ProbCat1C1 = TargetProbAt(SNBCat1, "C1") ; + Numerical ProbCat1C10 = TargetProbAt(SNBCat1, "C10") ; + Numerical ProbCat1C11 = TargetProbAt(SNBCat1, "C11") ; + Numerical ProbCat1C12 = TargetProbAt(SNBCat1, "C12") ; + Numerical ProbCat1C13 = TargetProbAt(SNBCat1, "C13") ; + Numerical ProbCat1C14 = TargetProbAt(SNBCat1, "C14") ; + Numerical ProbCat1C15 = TargetProbAt(SNBCat1, "C15") ; + Numerical ProbCat1C16 = TargetProbAt(SNBCat1, "C16") ; + Numerical ProbCat1C17 = TargetProbAt(SNBCat1, "C17") ; + Numerical ProbCat1C18 = TargetProbAt(SNBCat1, "C18") ; + Numerical ProbCat1C19 = TargetProbAt(SNBCat1, "C19") ; + Numerical ProbCat1C2 = TargetProbAt(SNBCat1, "C2") ; + Numerical ProbCat1C3 = TargetProbAt(SNBCat1, "C3") ; + Numerical ProbCat1C4 = TargetProbAt(SNBCat1, "C4") ; + Numerical ProbCat1C5 = TargetProbAt(SNBCat1, "C5") ; + Numerical ProbCat1C6 = TargetProbAt(SNBCat1, "C6") ; + Numerical ProbCat1C7 = TargetProbAt(SNBCat1, "C7") ; + Numerical ProbCat1C8 = TargetProbAt(SNBCat1, "C8") ; + Numerical ProbCat1C9 = TargetProbAt(SNBCat1, "C9") ; +}; diff --git a/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/C10_ModelingReport.xls b/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/C10_ModelingReport.xls new file mode 100644 index 000000000..6be8d15d2 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/C10_ModelingReport.xls @@ -0,0 +1,30 @@ +#Khiops 10.1.5 +Modeling report + +Dictionary Dictionary +Target variable Cat1 +Database ./Dataset.txt +Sample percentage 50 +Sampling mode Include sample +Selection variable +Selection value + + +Trained predictors + +Predictor Variables +Selective Naive Bayes 3 + + +-------------------------------------------------------------------------------- + +Trained predictors details + + +Predictor Selective Naive Bayes + +Selected variables +Prepared name Name Level Weight Importance +PNum1 Num1 0.619885 0.518555 0.566961 +PNum2 Num2 0.394446 0.102539 0.201112 +PCat3 Cat3 0.407198 0.0947266 0.196399 diff --git a/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/C10_Preparation2DReport.xls b/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/C10_Preparation2DReport.xls new file mode 100644 index 000000000..5232b6854 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/C10_Preparation2DReport.xls @@ -0,0 +1,334 @@ +#Khiops 10.1.5 +Descriptive statistics + + +Problem description +Short description + +Dictionary Dictionary +Variables + Categorical 4 + Numerical 4 + Total 8 + +Database ./Dataset.txt +Sample percentage 50 +Sampling mode Include sample +Selection variable +Selection value +Instances 525 + +Learning task Classification analysis + +Target variable Categorical Cat1 + +Target variable stats +Value Frequency Coverage +C0 25 0.047619 +C1 35 0.0666667 +C10 17 0.032381 +C11 30 0.0571429 +C12 24 0.0457143 +C13 36 0.0685714 +C14 28 0.0533333 +C15 26 0.0495238 +C16 19 0.0361905 +C17 37 0.0704762 +... ... ... ... + +Evaluated variable pairs 21 +Informative variable pairs 0 + + +Variables pairs statistics + +Rank Name 1 Name 2 DeltaLevel Level Level 1 Level 2 Variables Parts 1 Parts 2 Cells Constr. cost Prep. cost Data cost +R01 Cat0 Num0 -0.00188202 0.0254355 0.0273175 0 1 10 1 10 5.77111 549.881 997.069 +R02 Cat2 Num0 -0.00188202 0.395811 0.397693 0 1 11 1 11 5.77111 370.735 586.114 +R03 Cat3 Num0 -0.00188202 0.405316 0.407198 0 1 11 1 11 5.77111 375.789 565.918 +R04 Num0 Num1 -0.00188202 0.618003 0 0.619885 1 1 20 20 5.77111 602.844 0 +R05 Num0 Num2 -0.00188202 0.392564 0 0.394446 1 1 11 11 5.77111 375.909 586.114 +R06 Num0 Num3 -0.00188202 0.402069 0 0.403951 1 1 11 11 5.77111 380.962 565.918 +R07 Cat0 Cat2 -0.0296574 0.395353 0.0273175 0.397693 1 1 11 11 5.77111 371.465 586.114 +R08 Cat0 Cat3 -0.0296574 0.404858 0.0273175 0.407198 1 1 11 11 5.77111 376.518 565.918 +R09 Cat0 Num2 -0.038528 0.383236 0.0273175 0.394446 1 1 11 11 5.77111 390.771 586.114 +R10 Cat0 Num3 -0.038528 0.39274 0.0273175 0.403951 1 1 11 11 5.77111 395.825 565.918 +R11 Cat0 Num1 -0.046494 0.600708 0.0273175 0.619885 1 1 20 20 5.77111 630.398 0 +R12 Num2 Num3 -0.191753 0.606644 0.394446 0.403951 2 11 10 20 7.71702 618.996 0 +R13 Cat2 Cat3 -0.192463 0.612428 0.397693 0.407198 2 11 10 20 7.71702 609.78 0 +R14 Cat2 Num3 -0.192463 0.609181 0.397693 0.403951 2 10 11 20 7.71702 614.954 0 +R15 Cat3 Num2 -0.192463 0.609181 0.407198 0.394446 2 10 11 20 7.71702 614.954 0 +R16 Cat2 Num2 -0.396328 0.395811 0.397693 0.394446 1 11 1 11 5.77111 370.735 586.114 +R17 Num1 Num2 -0.396328 0.618003 0.619885 0.394446 1 20 1 20 5.77111 602.844 0 +R18 Cat2 Num1 -0.399575 0.618003 0.397693 0.619885 1 1 20 20 5.77111 602.844 0 +R19 Cat3 Num3 -0.405833 0.405316 0.407198 0.403951 1 11 1 11 5.77111 375.789 565.918 +R20 Num1 Num3 -0.405833 0.618003 0.619885 0.403951 1 20 1 20 5.77111 602.844 0 +R21 Cat3 Num1 -0.40908 0.618003 0.407198 0.619885 1 1 20 20 5.77111 602.844 0 + + +-------------------------------------------------------------------------------- + +Variables pairs detailed statistics +(Pairs with two jointly informative variables) + + +Rank R12 +Variables + Type Name + Numerical Num2 + Numerical Num3 + +Variables stats +Num2 +Interval Frequency Coverage +]-inf;4] 266 0.506667 +]4;10.5] 17 0.032381 +]10.5;11.5] 30 0.0571429 +]11.5;12.5] 24 0.0457143 +]12.5;13.5] 36 0.0685714 +]13.5;14.5] 28 0.0533333 +]14.5;15.5] 26 0.0495238 +]15.5;16.5] 19 0.0361905 +]16.5;17.5] 37 0.0704762 +]17.5;18.5] 25 0.047619 +... ... ... ... +Num3 +Interval Frequency Coverage +]-inf;0.5] 284 0.540952 +]0.5;1.5] 35 0.0666667 +]1.5;2.5] 34 0.0647619 +]2.5;3.5] 26 0.0495238 +]3.5;4.5] 26 0.0495238 +]4.5;5.5] 25 0.047619 +]5.5;6.5] 23 0.0438095 +]6.5;7.5] 28 0.0533333 +]7.5;8.5] 17 0.032381 +]8.5;+inf[ 27 0.0514286 + +Cell frequencies + Num3 +Num2 ]-inf;0.5] ]0.5;1.5] ]1.5;2.5] ]2.5;3.5] ]3.5;4.5] ]4.5;5.5] ]5.5;6.5] ]6.5;7.5] ]7.5;8.5] ]8.5;+inf[ Total Coverage +]-inf;4] 25 35 34 26 26 25 23 28 17 27 266 0.506667 +]4;10.5] 17 0 0 0 0 0 0 0 0 0 17 0.032381 +]10.5;11.5] 30 0 0 0 0 0 0 0 0 0 30 0.0571429 +]11.5;12.5] 24 0 0 0 0 0 0 0 0 0 24 0.0457143 +]12.5;13.5] 36 0 0 0 0 0 0 0 0 0 36 0.0685714 +]13.5;14.5] 28 0 0 0 0 0 0 0 0 0 28 0.0533333 +]14.5;15.5] 26 0 0 0 0 0 0 0 0 0 26 0.0495238 +]15.5;16.5] 19 0 0 0 0 0 0 0 0 0 19 0.0361905 +]16.5;17.5] 37 0 0 0 0 0 0 0 0 0 37 0.0704762 +]17.5;18.5] 25 0 0 0 0 0 0 0 0 0 25 0.047619 +... ... ... ... ... ... ... ... ... ... ... ... +Total 284 35 34 26 26 25 23 28 17 27 525 +Coverage 0.540952 0.0666667 0.0647619 0.0495238 0.0495238 0.047619 0.0438095 0.0533333 0.032381 0.0514286 + +Cells 20 +Cell Id Num2 Num3 C0 C1 C10 C11 C12 C13 C14 C15 C16 C17 ... Interest Frequency Coverage +C9 ]16.5;17.5] ]-inf;0.5] 0 0 0 0 0 0 0 0 0 1 ... 0.0629381 37 0.0704762 +C5 ]12.5;13.5] ]-inf;0.5] 0 0 0 0 0 1 0 0 0 0 ... 0.0618696 36 0.0685714 +C12 ]-inf;4] ]0.5;1.5] 0 1 0 0 0 0 0 0 0 0 ... 0.0607833 35 0.0666667 +C23 ]-inf;4] ]1.5;2.5] 0 0 0 0 0 0 0 0 0 0 ... 0.0596787 34 0.0647619 +C3 ]10.5;11.5] ]-inf;0.5] 0 0 0 1 0 0 0 0 0 0 ... 0.0550657 30 0.0571429 +C78 ]-inf;4] ]6.5;7.5] 0 0 0 0 0 0 0 0 0 0 ... 0.0526335 28 0.0533333 +C6 ]13.5;14.5] ]-inf;0.5] 0 0 0 0 0 0 1 0 0 0 ... 0.0526335 28 0.0533333 +C100 ]-inf;4] ]8.5;+inf[ 0 0 0 0 0 0 0 0 0 0 ... 0.0513834 27 0.0514286 +C34 ]-inf;4] ]2.5;3.5] 0 0 0 0 0 0 0 0 0 0 ... 0.0501096 26 0.0495238 +C45 ]-inf;4] ]3.5;4.5] 0 0 0 0 0 0 0 0 0 0 ... 0.0501096 26 0.0495238 + ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... + Total 0.047619 0.0666667 0.032381 0.0571429 0.0457143 0.0685714 0.0533333 0.0495238 0.0361905 0.0704762 ... 1 525 1 + +---------------------------------------------- +Rank R13 +Variables + Type Name + Categorical Cat2 + Categorical Cat3 + +Variables stats +Cat2 +Group Frequency Coverage Size Value list +{C-1} 266 0.506667 1 C-1 +{C17} 37 0.0704762 1 C17 +{C13} 36 0.0685714 1 C13 +{C11} 30 0.0571429 1 C11 +{C14} 28 0.0533333 1 C14 +{C15} 26 0.0495238 1 C15 +{C18} 25 0.047619 1 C18 +{C12} 24 0.0457143 1 C12 +{C16} 19 0.0361905 1 C16 +{C10} 17 0.032381 1 C10 +... ... ... ... +Cat3 +Group Frequency Coverage Size Value list +{C-1, C1} 294 0.56 2 C-1 C1 +{C2} 34 0.0647619 1 C2 +{C7} 28 0.0533333 1 C7 +{C9} 27 0.0514286 1 C9 +{C3} 26 0.0495238 1 C3 +{C4} 26 0.0495238 1 C4 +{C0} 25 0.047619 1 C0 +{C5} 25 0.047619 1 C5 +{C6} 23 0.0438095 1 C6 +{C8} 17 0.032381 1 C8 * + +Cell frequencies + Cat3 +Cat2 {C-1, C1} {C2} {C7} {C9} {C3} {C4} {C0} {C5} {C6} {C8} Total Coverage +{C-1} 35 34 28 27 26 26 25 25 23 17 266 0.506667 +{C17} 37 0 0 0 0 0 0 0 0 0 37 0.0704762 +{C13} 36 0 0 0 0 0 0 0 0 0 36 0.0685714 +{C11} 30 0 0 0 0 0 0 0 0 0 30 0.0571429 +{C14} 28 0 0 0 0 0 0 0 0 0 28 0.0533333 +{C15} 26 0 0 0 0 0 0 0 0 0 26 0.0495238 +{C18} 25 0 0 0 0 0 0 0 0 0 25 0.047619 +{C12} 24 0 0 0 0 0 0 0 0 0 24 0.0457143 +{C16} 19 0 0 0 0 0 0 0 0 0 19 0.0361905 +{C10} 17 0 0 0 0 0 0 0 0 0 17 0.032381 +... ... ... ... ... ... ... ... ... ... ... ... +Total 294 34 28 27 26 26 25 25 23 17 525 +Coverage 0.56 0.0647619 0.0533333 0.0514286 0.0495238 0.0495238 0.047619 0.047619 0.0438095 0.032381 + +Cells 20 +Cell Id Cat2 Cat3 C0 C1 C10 C11 C12 C13 C14 C15 C16 C17 ... Interest Frequency Coverage +C2 {C17} {C-1, C1} 0 0 0 0 0 0 0 0 0 1 ... 0.0629381 37 0.0704762 +C3 {C13} {C-1, C1} 0 0 0 0 0 1 0 0 0 0 ... 0.0618696 36 0.0685714 +C1 {C-1} {C-1, C1} 0 1 0 0 0 0 0 0 0 0 ... 0.0607833 35 0.0666667 +C12 {C-1} {C2} 0 0 0 0 0 0 0 0 0 0 ... 0.0596787 34 0.0647619 +C4 {C11} {C-1, C1} 0 0 0 1 0 0 0 0 0 0 ... 0.0550657 30 0.0571429 +C23 {C-1} {C7} 0 0 0 0 0 0 0 0 0 0 ... 0.0526335 28 0.0533333 +C5 {C14} {C-1, C1} 0 0 0 0 0 0 1 0 0 0 ... 0.0526335 28 0.0533333 +C34 {C-1} {C9} 0 0 0 0 0 0 0 0 0 0 ... 0.0513834 27 0.0514286 +C45 {C-1} {C3} 0 0 0 0 0 0 0 0 0 0 ... 0.0501096 26 0.0495238 +C56 {C-1} {C4} 0 0 0 0 0 0 0 0 0 0 ... 0.0501096 26 0.0495238 + ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... + Total 0.047619 0.0666667 0.032381 0.0571429 0.0457143 0.0685714 0.0533333 0.0495238 0.0361905 0.0704762 ... 1 525 1 + +---------------------------------------------- +Rank R14 +Variables + Type Name + Categorical Cat2 + Numerical Num3 + +Variables stats +Cat2 +Group Frequency Coverage Size Value list +{C-1, C14} 294 0.56 2 C-1 C14 +{C17} 37 0.0704762 1 C17 +{C13} 36 0.0685714 1 C13 +{C11} 30 0.0571429 1 C11 +{C15} 26 0.0495238 1 C15 +{C18} 25 0.047619 1 C18 +{C12} 24 0.0457143 1 C12 +{C16} 19 0.0361905 1 C16 +{C10} 17 0.032381 1 C10 +{C19} 17 0.032381 1 C19 * +Num3 +Interval Frequency Coverage +]-inf;-0.5] 259 0.493333 +]-0.5;0.5] 25 0.047619 +]0.5;1.5] 35 0.0666667 +]1.5;2.5] 34 0.0647619 +]2.5;3.5] 26 0.0495238 +]3.5;4.5] 26 0.0495238 +]4.5;5.5] 25 0.047619 +]5.5;6.5] 23 0.0438095 +]6.5;7.5] 28 0.0533333 +]7.5;8.5] 17 0.032381 +... ... ... ... + +Cell frequencies + Num3 +Cat2 ]-inf;-0.5] ]-0.5;0.5] ]0.5;1.5] ]1.5;2.5] ]2.5;3.5] ]3.5;4.5] ]4.5;5.5] ]5.5;6.5] ]6.5;7.5] ]7.5;8.5] ... Total Coverage +{C-1, C14} 28 25 35 34 26 26 25 23 28 17 ... 294 0.56 +{C17} 37 0 0 0 0 0 0 0 0 0 ... 37 0.0704762 +{C13} 36 0 0 0 0 0 0 0 0 0 ... 36 0.0685714 +{C11} 30 0 0 0 0 0 0 0 0 0 ... 30 0.0571429 +{C15} 26 0 0 0 0 0 0 0 0 0 ... 26 0.0495238 +{C18} 25 0 0 0 0 0 0 0 0 0 ... 25 0.047619 +{C12} 24 0 0 0 0 0 0 0 0 0 ... 24 0.0457143 +{C16} 19 0 0 0 0 0 0 0 0 0 ... 19 0.0361905 +{C10} 17 0 0 0 0 0 0 0 0 0 ... 17 0.032381 +{C19} 17 0 0 0 0 0 0 0 0 0 ... 17 0.032381 +Total 259 25 35 34 26 26 25 23 28 17 ... 498 +Coverage 0.52008 0.0502008 0.0702811 0.0682731 0.0522088 0.0522088 0.0502008 0.0461847 0.0562249 0.0341365 ... + +Cells 20 +Cell Id Cat2 Num3 C0 C1 C10 C11 C12 C13 C14 C15 C16 C17 ... Interest Frequency Coverage +C2 {C17} ]-inf;-0.5] 0 0 0 0 0 0 0 0 0 1 ... 0.0629381 37 0.0704762 +C3 {C13} ]-inf;-0.5] 0 0 0 0 0 1 0 0 0 0 ... 0.0618696 36 0.0685714 +C21 {C-1, C14} ]0.5;1.5] 0 1 0 0 0 0 0 0 0 0 ... 0.0607833 35 0.0666667 +C31 {C-1, C14} ]1.5;2.5] 0 0 0 0 0 0 0 0 0 0 ... 0.0596787 34 0.0647619 +C4 {C11} ]-inf;-0.5] 0 0 0 1 0 0 0 0 0 0 ... 0.0550657 30 0.0571429 +C1 {C-1, C14} ]-inf;-0.5] 0 0 0 0 0 0 1 0 0 0 ... 0.0526335 28 0.0533333 +C81 {C-1, C14} ]6.5;7.5] 0 0 0 0 0 0 0 0 0 0 ... 0.0526335 28 0.0533333 +C101 {C-1, C14} ]8.5;+inf[ 0 0 0 0 0 0 0 0 0 0 ... 0.0513834 27 0.0514286 +C41 {C-1, C14} ]2.5;3.5] 0 0 0 0 0 0 0 0 0 0 ... 0.0501096 26 0.0495238 +C51 {C-1, C14} ]3.5;4.5] 0 0 0 0 0 0 0 0 0 0 ... 0.0501096 26 0.0495238 + ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... + Total 0.047619 0.0666667 0.032381 0.0571429 0.0457143 0.0685714 0.0533333 0.0495238 0.0361905 0.0704762 ... 1 525 1 + +---------------------------------------------- +Rank R15 +Variables + Type Name + Categorical Cat3 + Numerical Num2 + +Variables stats +Cat3 +Group Frequency Coverage Size Value list +{C-1, C2} 293 0.558095 2 C-1 C2 +{C1} 35 0.0666667 1 C1 +{C7} 28 0.0533333 1 C7 +{C9} 27 0.0514286 1 C9 +{C3} 26 0.0495238 1 C3 +{C4} 26 0.0495238 1 C4 +{C0} 25 0.047619 1 C0 +{C5} 25 0.047619 1 C5 +{C6} 23 0.0438095 1 C6 +{C8} 17 0.032381 1 C8 * +Num2 +Interval Frequency Coverage +]-inf;4] 266 0.506667 +]4;10.5] 17 0.032381 +]10.5;11.5] 30 0.0571429 +]11.5;12.5] 24 0.0457143 +]12.5;13.5] 36 0.0685714 +]13.5;14.5] 28 0.0533333 +]14.5;15.5] 26 0.0495238 +]15.5;16.5] 19 0.0361905 +]16.5;17.5] 37 0.0704762 +]17.5;18.5] 25 0.047619 +... ... ... ... + +Cell frequencies + Num2 +Cat3 ]-inf;4] ]4;10.5] ]10.5;11.5] ]11.5;12.5] ]12.5;13.5] ]13.5;14.5] ]14.5;15.5] ]15.5;16.5] ]16.5;17.5] ]17.5;18.5] ... Total Coverage +{C-1, C2} 34 17 30 24 36 28 26 19 37 25 ... 293 0.558095 +{C1} 35 0 0 0 0 0 0 0 0 0 ... 35 0.0666667 +{C7} 28 0 0 0 0 0 0 0 0 0 ... 28 0.0533333 +{C9} 27 0 0 0 0 0 0 0 0 0 ... 27 0.0514286 +{C3} 26 0 0 0 0 0 0 0 0 0 ... 26 0.0495238 +{C4} 26 0 0 0 0 0 0 0 0 0 ... 26 0.0495238 +{C0} 25 0 0 0 0 0 0 0 0 0 ... 25 0.047619 +{C5} 25 0 0 0 0 0 0 0 0 0 ... 25 0.047619 +{C6} 23 0 0 0 0 0 0 0 0 0 ... 23 0.0438095 +{C8} 17 0 0 0 0 0 0 0 0 0 ... 17 0.032381 +Total 266 17 30 24 36 28 26 19 37 25 ... 508 +Coverage 0.523622 0.0334646 0.0590551 0.0472441 0.0708661 0.0551181 0.0511811 0.0374016 0.0728346 0.0492126 ... + +Cells 20 +Cell Id Cat3 Num2 C0 C1 C10 C11 C12 C13 C14 C15 C16 C17 ... Interest Frequency Coverage +C81 {C-1, C2} ]16.5;17.5] 0 0 0 0 0 0 0 0 0 1 ... 0.0629381 37 0.0704762 +C41 {C-1, C2} ]12.5;13.5] 0 0 0 0 0 1 0 0 0 0 ... 0.0618696 36 0.0685714 +C2 {C1} ]-inf;4] 0 1 0 0 0 0 0 0 0 0 ... 0.0607833 35 0.0666667 +C1 {C-1, C2} ]-inf;4] 0 0 0 0 0 0 0 0 0 0 ... 0.0596787 34 0.0647619 +C21 {C-1, C2} ]10.5;11.5] 0 0 0 1 0 0 0 0 0 0 ... 0.0550657 30 0.0571429 +C51 {C-1, C2} ]13.5;14.5] 0 0 0 0 0 0 1 0 0 0 ... 0.0526335 28 0.0533333 +C3 {C7} ]-inf;4] 0 0 0 0 0 0 0 0 0 0 ... 0.0526335 28 0.0533333 +C4 {C9} ]-inf;4] 0 0 0 0 0 0 0 0 0 0 ... 0.0513834 27 0.0514286 +C61 {C-1, C2} ]14.5;15.5] 0 0 0 0 0 0 0 1 0 0 ... 0.0501096 26 0.0495238 +C5 {C3} ]-inf;4] 0 0 0 0 0 0 0 0 0 0 ... 0.0501096 26 0.0495238 + ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... + Total 0.047619 0.0666667 0.032381 0.0571429 0.0457143 0.0685714 0.0533333 0.0495238 0.0361905 0.0704762 ... 1 525 1 diff --git a/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/C10_PreparationReport.xls b/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/C10_PreparationReport.xls new file mode 100644 index 000000000..8dc548af0 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/C10_PreparationReport.xls @@ -0,0 +1,269 @@ +#Khiops 10.1.5 +Descriptive statistics + + +Problem description +Short description + +Dictionary Dictionary +Variables + Categorical 4 + Numerical 4 + Total 8 + +Database ./Dataset.txt +Sample percentage 50 +Sampling mode Include sample +Selection variable +Selection value +Instances 525 + +Learning task Classification analysis + +Target variable Categorical Cat1 + +Target variable stats +Value Frequency Coverage +C0 25 0.047619 +C1 35 0.0666667 +C10 17 0.032381 +C11 30 0.0571429 +C12 24 0.0457143 +C13 36 0.0685714 +C14 28 0.0533333 +C15 26 0.0495238 +C16 19 0.0361905 +C17 37 0.0704762 +... ... ... ... + +Evaluated variables 7 +Informative variables 6 + +Max number of constructed variables 0 +Max number of trees 0 +Max number of variable pairs 100 +Discretization MODL +Value grouping MODL + +Null model + Constr. cost 0.693147 + Prep. cost 80.0222 + Data cost 1512.53 + + +Categorical variables statistics + +Rank Name Level Groups Values Mode Mode coverage Constr. cost Prep. cost Data cost +R2 Cat3 0.407198 11 11 C-1 0.493333 2.77259 375.789 565.918 +R4 Cat2 0.397693 11 11 C-1 0.506667 2.77259 370.735 586.114 +R6 Cat0 0.0273175 10 404 C231 0.00952381 2.77259 549.881 997.069 + + +Numerical variables statistics + +Rank Name Level Intervals Values Min Max Mean Std dev Missing number Constr. cost Prep. cost Data cost +R1 Num1 0.619885 20 20 0 19 9.27047619 5.823367113 0 2.77259 602.844 0 +R3 Num3 0.403951 11 11 -1 9 1.645714286 3.31176916 0 2.77259 380.962 565.918 +R5 Num2 0.394446 11 11 -1 19 6.624761905 7.955480662 0 2.77259 375.909 586.114 +R7 Num0 0 1 404 1 996 498.9847619 289.4370953 0 0.693147 80.0222 1512.53 + + +-------------------------------------------------------------------------------- + +Variables detailed statistics + + +Rank R1 +Variable Numerical Num1 + +% target values +Interval C0 C1 C10 C11 C12 C13 C14 C15 C16 C17 ... Interest Frequency Coverage +]-inf;0.5] 1 0 0 0 0 0 0 0 0 0 ... 0.0488111 25 0.047619 +]0.5;1.5] 0 1 0 0 0 0 0 0 0 0 ... 0.0607833 35 0.0666667 +]1.5;2.5] 0 0 0 0 0 0 0 0 0 0 ... 0.0596787 34 0.0647619 +]2.5;3.5] 0 0 0 0 0 0 0 0 0 0 ... 0.0501096 26 0.0495238 +]3.5;4.5] 0 0 0 0 0 0 0 0 0 0 ... 0.0501096 26 0.0495238 +]4.5;5.5] 0 0 0 0 0 0 0 0 0 0 ... 0.0488111 25 0.047619 +]5.5;6.5] 0 0 0 0 0 0 0 0 0 0 ... 0.0461361 23 0.0438095 +]6.5;7.5] 0 0 0 0 0 0 0 0 0 0 ... 0.0526335 28 0.0533333 +]7.5;8.5] 0 0 0 0 0 0 0 0 0 0 ... 0.0373961 17 0.032381 +]8.5;9.5] 0 0 0 0 0 0 0 0 0 0 ... 0.0513834 27 0.0514286 +... ... ... ... ... ... ... ... ... ... ... ... ... ... +Total 0.047619 0.0666667 0.032381 0.0571429 0.0457143 0.0685714 0.0533333 0.0495238 0.0361905 0.0704762 ... 1 525 1 + +---------------------------------------------- +Rank R2 +Variable Categorical Cat3 + +Variable stats +Group Size Value list +{C-1} 1 C-1 +{C1} 1 C1 +{C2} 1 C2 +{C7} 1 C7 +{C9} 1 C9 +{C3} 1 C3 +{C4} 1 C4 +{C0} 1 C0 +{C5} 1 C5 +{C6} 1 C6 +... ... + +% target values +Group C0 C1 C10 C11 C12 C13 C14 C15 C16 C17 ... Interest Frequency Coverage +{C-1} 0 0 0.0656371 0.11583 0.0926641 0.138996 0.108108 0.100386 0.0733591 0.142857 ... 0.188313 259 0.493333 +{C1} 0 1 0 0 0 0 0 0 0 0 ... 0.0975325 35 0.0666667 +{C2} 0 0 0 0 0 0 0 0 0 0 ... 0.09576 34 0.0647619 +{C7} 0 0 0 0 0 0 0 0 0 0 ... 0.0844553 28 0.0533333 +{C9} 0 0 0 0 0 0 0 0 0 0 ... 0.0824495 27 0.0514286 +{C3} 0 0 0 0 0 0 0 0 0 0 ... 0.0804055 26 0.0495238 +{C4} 0 0 0 0 0 0 0 0 0 0 ... 0.0804055 26 0.0495238 +{C0} 1 0 0 0 0 0 0 0 0 0 ... 0.078322 25 0.047619 +{C5} 0 0 0 0 0 0 0 0 0 0 ... 0.078322 25 0.047619 +{C6} 0 0 0 0 0 0 0 0 0 0 ... 0.0740296 23 0.0438095 +... ... ... ... ... ... ... ... ... ... ... ... ... ... +Total 0.047619 0.0666667 0.032381 0.0571429 0.0457143 0.0685714 0.0533333 0.0495238 0.0361905 0.0704762 ... 1 525 1 + +Values +Value Frequency Coverage +C-1 259 0.493333 +C1 35 0.0666667 +C2 34 0.0647619 +C7 28 0.0533333 +C9 27 0.0514286 +C3 26 0.0495238 +C4 26 0.0495238 +C0 25 0.047619 +C5 25 0.047619 +C6 23 0.0438095 +... + +---------------------------------------------- +Rank R3 +Variable Numerical Num3 + +% target values +Interval C0 C1 C10 C11 C12 C13 C14 C15 C16 C17 ... Interest Frequency Coverage +]-inf;-0.5] 0 0 0.0656371 0.11583 0.0926641 0.138996 0.108108 0.100386 0.0733591 0.142857 ... 0.188313 259 0.493333 +]-0.5;0.5] 1 0 0 0 0 0 0 0 0 0 ... 0.078322 25 0.047619 +]0.5;1.5] 0 1 0 0 0 0 0 0 0 0 ... 0.0975325 35 0.0666667 +]1.5;2.5] 0 0 0 0 0 0 0 0 0 0 ... 0.09576 34 0.0647619 +]2.5;3.5] 0 0 0 0 0 0 0 0 0 0 ... 0.0804055 26 0.0495238 +]3.5;4.5] 0 0 0 0 0 0 0 0 0 0 ... 0.0804055 26 0.0495238 +]4.5;5.5] 0 0 0 0 0 0 0 0 0 0 ... 0.078322 25 0.047619 +]5.5;6.5] 0 0 0 0 0 0 0 0 0 0 ... 0.0740296 23 0.0438095 +]6.5;7.5] 0 0 0 0 0 0 0 0 0 0 ... 0.0844553 28 0.0533333 +]7.5;8.5] 0 0 0 0 0 0 0 0 0 0 ... 0.0600055 17 0.032381 +... ... ... ... ... ... ... ... ... ... ... ... ... ... +Total 0.047619 0.0666667 0.032381 0.0571429 0.0457143 0.0685714 0.0533333 0.0495238 0.0361905 0.0704762 ... 1 525 1 + +---------------------------------------------- +Rank R4 +Variable Categorical Cat2 + +Variable stats +Group Size Value list +{C-1} 1 C-1 +{C17} 1 C17 +{C13} 1 C13 +{C11} 1 C11 +{C14} 1 C14 +{C15} 1 C15 +{C18} 1 C18 +{C12} 1 C12 +{C16} 1 C16 +{C10} 1 C10 +... ... + +% target values +Group C0 C1 C10 C11 C12 C13 C14 C15 C16 C17 ... Interest Frequency Coverage +{C-1} 0.093985 0.131579 0 0 0 0 0 0 0 0 ... 0.190093 266 0.506667 +{C17} 0 0 0 0 0 0 0 0 0 1 ... 0.103155 37 0.0704762 +{C13} 0 0 0 0 0 1 0 0 0 0 ... 0.101404 36 0.0685714 +{C11} 0 0 0 1 0 0 0 0 0 0 ... 0.0902526 30 0.0571429 +{C14} 0 0 0 0 0 0 1 0 0 0 ... 0.0862663 28 0.0533333 +{C15} 0 0 0 0 0 0 0 1 0 0 ... 0.0821296 26 0.0495238 +{C18} 0 0 0 0 0 0 0 0 0 0 ... 0.0800014 25 0.047619 +{C12} 0 0 0 0 1 0 0 0 0 0 ... 0.0778311 24 0.0457143 +{C16} 0 0 0 0 0 0 0 0 1 0 ... 0.0662818 19 0.0361905 +{C10} 0 0 1 0 0 0 0 0 0 0 ... 0.0612922 17 0.032381 +... ... ... ... ... ... ... ... ... ... ... ... ... ... +Total 0.047619 0.0666667 0.032381 0.0571429 0.0457143 0.0685714 0.0533333 0.0495238 0.0361905 0.0704762 ... 1 525 1 + +Values +Value Frequency Coverage +C-1 266 0.506667 +C17 37 0.0704762 +C13 36 0.0685714 +C11 30 0.0571429 +C14 28 0.0533333 +C15 26 0.0495238 +C18 25 0.047619 +C12 24 0.0457143 +C16 19 0.0361905 +C10 17 0.032381 +... + +---------------------------------------------- +Rank R5 +Variable Numerical Num2 + +% target values +Interval C0 C1 C10 C11 C12 C13 C14 C15 C16 C17 ... Interest Frequency Coverage +]-inf;4] 0.093985 0.131579 0 0 0 0 0 0 0 0 ... 0.190093 266 0.506667 +]4;10.5] 0 0 1 0 0 0 0 0 0 0 ... 0.0612922 17 0.032381 +]10.5;11.5] 0 0 0 1 0 0 0 0 0 0 ... 0.0902526 30 0.0571429 +]11.5;12.5] 0 0 0 0 1 0 0 0 0 0 ... 0.0778311 24 0.0457143 +]12.5;13.5] 0 0 0 0 0 1 0 0 0 0 ... 0.101404 36 0.0685714 +]13.5;14.5] 0 0 0 0 0 0 1 0 0 0 ... 0.0862663 28 0.0533333 +]14.5;15.5] 0 0 0 0 0 0 0 1 0 0 ... 0.0821296 26 0.0495238 +]15.5;16.5] 0 0 0 0 0 0 0 0 1 0 ... 0.0662818 19 0.0361905 +]16.5;17.5] 0 0 0 0 0 0 0 0 0 1 ... 0.103155 37 0.0704762 +]17.5;18.5] 0 0 0 0 0 0 0 0 0 0 ... 0.0800014 25 0.047619 +... ... ... ... ... ... ... ... ... ... ... ... ... ... +Total 0.047619 0.0666667 0.032381 0.0571429 0.0457143 0.0685714 0.0533333 0.0495238 0.0361905 0.0704762 ... 1 525 1 + +---------------------------------------------- +Rank R6 +Variable Categorical Cat0 + +Variable stats +Group Size Value list +{C546, C66, C1} 304 C546 C66 C1 * +{C798, C165, C198, ...} 14 C798 C165 C198 C225 C25 C285 C365 C378 C425 C598 ... +{C148, C683, C23, ...} 13 C148 C683 C23 C234 C243 C263 C294 C443 C454 C528 ... +{C231, C881, C111, ...} 11 C231 C881 C111 C131 C151 C161 C241 C31 C41 C641 ... +{C477, C577, C797, ...} 11 C477 C577 C797 C297 C317 C537 C597 C672 C792 C832 ... +{C409, C749, C947, ...} 10 C409 C749 C947 C267 C349 C369 C449 C587 C667 C687 +{C233, C613, C113, ...} 10 C233 C613 C113 C153 C273 C33 C513 C773 C813 C93 +{C642, C860, C200, ...} 10 C642 C860 C200 C262 C540 C560 C62 C682 C862 C980 +{C670, C675, C230, ...} 10 C670 C675 C230 C250 C35 C475 C695 C850 C855 C955 +{C139, C159, C164, ...} 11 C139 C159 C164 C24 C544 C559 C636 C756 C824 C939 ... + +% target values +Group C0 C1 C10 C11 C12 C13 C14 C15 C16 C17 ... Interest Frequency Coverage +{C798, C165, C198, ...} 0 0 0 0 0 0 0 0 0 0 ... 0.135584 29 0.0552381 +{C233, C613, C113, ...} 0 0 0 0 0 1 0 0 0 0 ... 0.117197 22 0.0419048 +{C148, C683, C23, ...} 0 0 0 0 0 0 0.357143 0 0 0 ... 0.111525 28 0.0533333 +{C477, C577, C797, ...} 0 0 0 0 0.24 0 0 0 0 0.76 ... 0.109594 25 0.047619 +{C670, C675, C230, ...} 0 0 0.409091 0 0 0 0 0.590909 0 0 ... 0.109444 22 0.0419048 +{C231, C881, C111, ...} 0 0.5 0 0.5 0 0 0 0 0 0 ... 0.108121 26 0.0495238 +{C409, C749, C947, ...} 0 0 0 0 0 0 0 0 0 0 ... 0.103235 23 0.0438095 +{C642, C860, C200, ...} 0.5 0 0 0 0 0 0 0 0 0 ... 0.0961076 22 0.0419048 +{C139, C159, C164, ...} 0 0 0 0 0 0 0 0 0.272727 0 ... 0.0942558 22 0.0419048 +{C546, C66, C1} 0.0457516 0.0718954 0.0261438 0.0555556 0.0588235 0.0457516 0.0588235 0.0424837 0.0424837 0.0588235 ... 0.014936 306 0.582857 +Total 0.047619 0.0666667 0.032381 0.0571429 0.0457143 0.0685714 0.0533333 0.0495238 0.0361905 0.0704762 ... 1 525 1 + +Values +Value Frequency Coverage +C231 5 0.00952381 +C148 3 0.00571429 +C233 3 0.00571429 +C409 3 0.00571429 +C477 3 0.00571429 +C577 3 0.00571429 +C613 3 0.00571429 +C642 3 0.00571429 +C670 3 0.00571429 +C675 3 0.00571429 +... diff --git a/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/C10_TestEvaluationReport.xls b/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/C10_TestEvaluationReport.xls new file mode 100644 index 000000000..6ee314780 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/C10_TestEvaluationReport.xls @@ -0,0 +1,20134 @@ +#Khiops 10.1.5 +Test evaluation report + +Dictionary Dictionary +Target variable Categorical Cat1 +Database ./Dataset.txt +Sample percentage 50 +Sampling mode Exclude sample +Selection variable +Selection value +Instances 475 + + +Predictors performance + +Classifier Accuracy Compression AUC +Selective Naive Bayes 1 0.987456 1 + + +-------------------------------------------------------------------------------- + +Predictors detailed performance + + +Classifier Selective Naive Bayes +Accuracy 1 +Compression 0.987456 +AUC 1 + +Confusion matrix + C0 C1 C10 C11 C12 C13 C14 C15 C16 C17 C18 C19 C2 C3 C4 C5 C6 C7 C8 C9 +$C0 27 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 +$C1 0 23 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 +$C10 0 0 21 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 +$C11 0 0 0 28 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 +$C12 0 0 0 0 19 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 +$C13 0 0 0 0 0 29 0 0 0 0 0 0 0 0 0 0 0 0 0 0 +$C14 0 0 0 0 0 0 32 0 0 0 0 0 0 0 0 0 0 0 0 0 +$C15 0 0 0 0 0 0 0 29 0 0 0 0 0 0 0 0 0 0 0 0 +$C16 0 0 0 0 0 0 0 0 22 0 0 0 0 0 0 0 0 0 0 0 +$C17 0 0 0 0 0 0 0 0 0 22 0 0 0 0 0 0 0 0 0 0 +$C18 0 0 0 0 0 0 0 0 0 0 32 0 0 0 0 0 0 0 0 0 +$C19 0 0 0 0 0 0 0 0 0 0 0 26 0 0 0 0 0 0 0 0 +$C2 0 0 0 0 0 0 0 0 0 0 0 0 19 0 0 0 0 0 0 0 +$C3 0 0 0 0 0 0 0 0 0 0 0 0 0 28 0 0 0 0 0 0 +$C4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 20 0 0 0 0 0 +$C5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 18 0 0 0 0 +$C6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 18 0 0 0 +$C7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 26 0 0 +$C8 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16 0 +$C9 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 20 + + + +---------------------------------------------- +Lift curves C0 +Size Random Optimal Selective Naive Bayes +0 0 0 0 +0.1 0.1 1.75926 1.75926 +0.2 0.2 3.51852 3.51852 +0.3 0.3 5.27778 5.27778 +0.4 0.4 7.03704 7.03704 +0.5 0.5 8.7963 8.7963 +0.6 0.6 10.5556 10.5556 +0.7 0.7 12.3148 12.3148 +0.8 0.8 14.0741 14.0741 +0.9 0.9 15.8333 15.8333 +1 1 17.5926 17.5926 +1.1 1.1 19.3519 19.3519 +1.2 1.2 21.1111 21.1111 +1.3 1.3 22.8704 22.8704 +1.4 1.4 24.6296 24.6296 +1.5 1.5 26.3889 26.3889 +1.6 1.6 28.1481 28.1481 +1.7 1.7 29.9074 29.9074 +1.8 1.8 31.6667 31.6667 +1.9 1.9 33.4259 33.4259 +2 2 35.1852 35.1852 +2.1 2.1 36.9444 36.9444 +2.2 2.2 38.7037 38.7037 +2.3 2.3 40.463 40.463 +2.4 2.4 42.2222 42.2222 +2.5 2.5 43.9815 43.9815 +2.6 2.6 45.7407 45.7407 +2.7 2.7 47.5 47.5 +2.8 2.8 49.2593 49.2593 +2.9 2.9 51.0185 51.0185 +3 3 52.7778 52.7778 +3.1 3.1 54.537 54.537 +3.2 3.2 56.2963 56.2963 +3.3 3.3 58.0556 58.0556 +3.4 3.4 59.8148 59.8148 +3.5 3.5 61.5741 61.5741 +3.6 3.6 63.3333 63.3333 +3.7 3.7 65.0926 65.0926 +3.8 3.8 66.8519 66.8519 +3.9 3.9 68.6111 68.6111 +4 4 70.3704 70.3704 +4.1 4.1 72.1296 72.1296 +4.2 4.2 73.8889 73.8889 +4.3 4.3 75.6481 75.6481 +4.4 4.4 77.4074 77.4074 +4.5 4.5 79.1667 79.1667 +4.6 4.6 80.9259 80.9259 +4.7 4.7 82.6852 82.6852 +4.8 4.8 84.4444 84.4444 +4.9 4.9 86.2037 86.2037 +5 5 87.963 87.963 +5.1 5.1 89.7222 89.7222 +5.2 5.2 91.4815 91.4815 +5.3 5.3 93.2407 93.2407 +5.4 5.4 95 95 +5.5 5.5 96.7593 96.7593 +5.6 5.6 98.5185 98.5185 +5.7 5.7 100 100 +5.8 5.8 100 100 +5.9 5.9 100 100 +6 6 100 100 +6.1 6.1 100 100 +6.2 6.2 100 100 +6.3 6.3 100 100 +6.4 6.4 100 100 +6.5 6.5 100 100 +6.6 6.6 100 100 +6.7 6.7 100 100 +6.8 6.8 100 100 +6.9 6.9 100 100 +7 7 100 100 +7.1 7.1 100 100 +7.2 7.2 100 100 +7.3 7.3 100 100 +7.4 7.4 100 100 +7.5 7.5 100 100 +7.6 7.6 100 100 +7.7 7.7 100 100 +7.8 7.8 100 100 +7.9 7.9 100 100 +8 8 100 100 +8.1 8.1 100 100 +8.2 8.2 100 100 +8.3 8.3 100 100 +8.4 8.4 100 100 +8.5 8.5 100 100 +8.6 8.6 100 100 +8.7 8.7 100 100 +8.8 8.8 100 100 +8.9 8.9 100 100 +9 9 100 100 +9.1 9.1 100 100 +9.2 9.2 100 100 +9.3 9.3 100 100 +9.4 9.4 100 100 +9.5 9.5 100 100 +9.6 9.6 100 100 +9.7 9.7 100 100 +9.8 9.8 100 100 +9.9 9.9 100 100 +10 10 100 100 +10.1 10.1 100 100 +10.2 10.2 100 100 +10.3 10.3 100 100 +10.4 10.4 100 100 +10.5 10.5 100 100 +10.6 10.6 100 100 +10.7 10.7 100 100 +10.8 10.8 100 100 +10.9 10.9 100 100 +11 11 100 100 +11.1 11.1 100 100 +11.2 11.2 100 100 +11.3 11.3 100 100 +11.4 11.4 100 100 +11.5 11.5 100 100 +11.6 11.6 100 100 +11.7 11.7 100 100 +11.8 11.8 100 100 +11.9 11.9 100 100 +12 12 100 100 +12.1 12.1 100 100 +12.2 12.2 100 100 +12.3 12.3 100 100 +12.4 12.4 100 100 +12.5 12.5 100 100 +12.6 12.6 100 100 +12.7 12.7 100 100 +12.8 12.8 100 100 +12.9 12.9 100 100 +13 13 100 100 +13.1 13.1 100 100 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100 100 +18.6 18.6 100 100 +18.7 18.7 100 100 +18.8 18.8 100 100 +18.9 18.9 100 100 +19 19 100 100 +19.1 19.1 100 100 +19.2 19.2 100 100 +19.3 19.3 100 100 +19.4 19.4 100 100 +19.5 19.5 100 100 +19.6 19.6 100 100 +19.7 19.7 100 100 +19.8 19.8 100 100 +19.9 19.9 100 100 +20 20 100 100 +20.1 20.1 100 100 +20.2 20.2 100 100 +20.3 20.3 100 100 +20.4 20.4 100 100 +20.5 20.5 100 100 +20.6 20.6 100 100 +20.7 20.7 100 100 +20.8 20.8 100 100 +20.9 20.9 100 100 +21 21 100 100 +21.1 21.1 100 100 +21.2 21.2 100 100 +21.3 21.3 100 100 +21.4 21.4 100 100 +21.5 21.5 100 100 +21.6 21.6 100 100 +21.7 21.7 100 100 +21.8 21.8 100 100 +21.9 21.9 100 100 +22 22 100 100 +22.1 22.1 100 100 +22.2 22.2 100 100 +22.3 22.3 100 100 +22.4 22.4 100 100 +22.5 22.5 100 100 +22.6 22.6 100 100 +22.7 22.7 100 100 +22.8 22.8 100 100 +22.9 22.9 100 100 +23 23 100 100 +23.1 23.1 100 100 +23.2 23.2 100 100 +23.3 23.3 100 100 +23.4 23.4 100 100 +23.5 23.5 100 100 +23.6 23.6 100 100 +23.7 23.7 100 100 +23.8 23.8 100 100 +23.9 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+8.8 8.8 100 100 +8.9 8.9 100 100 +9 9 100 100 +9.1 9.1 100 100 +9.2 9.2 100 100 +9.3 9.3 100 100 +9.4 9.4 100 100 +9.5 9.5 100 100 +9.6 9.6 100 100 +9.7 9.7 100 100 +9.8 9.8 100 100 +9.9 9.9 100 100 +10 10 100 100 +10.1 10.1 100 100 +10.2 10.2 100 100 +10.3 10.3 100 100 +10.4 10.4 100 100 +10.5 10.5 100 100 +10.6 10.6 100 100 +10.7 10.7 100 100 +10.8 10.8 100 100 +10.9 10.9 100 100 +11 11 100 100 +11.1 11.1 100 100 +11.2 11.2 100 100 +11.3 11.3 100 100 +11.4 11.4 100 100 +11.5 11.5 100 100 +11.6 11.6 100 100 +11.7 11.7 100 100 +11.8 11.8 100 100 +11.9 11.9 100 100 +12 12 100 100 +12.1 12.1 100 100 +12.2 12.2 100 100 +12.3 12.3 100 100 +12.4 12.4 100 100 +12.5 12.5 100 100 +12.6 12.6 100 100 +12.7 12.7 100 100 +12.8 12.8 100 100 +12.9 12.9 100 100 +13 13 100 100 +13.1 13.1 100 100 +13.2 13.2 100 100 +13.3 13.3 100 100 +13.4 13.4 100 100 +13.5 13.5 100 100 +13.6 13.6 100 100 +13.7 13.7 100 100 +13.8 13.8 100 100 +13.9 13.9 100 100 +14 14 100 100 +14.1 14.1 100 100 +14.2 14.2 100 100 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100 100 +19.7 19.7 100 100 +19.8 19.8 100 100 +19.9 19.9 100 100 +20 20 100 100 +20.1 20.1 100 100 +20.2 20.2 100 100 +20.3 20.3 100 100 +20.4 20.4 100 100 +20.5 20.5 100 100 +20.6 20.6 100 100 +20.7 20.7 100 100 +20.8 20.8 100 100 +20.9 20.9 100 100 +21 21 100 100 +21.1 21.1 100 100 +21.2 21.2 100 100 +21.3 21.3 100 100 +21.4 21.4 100 100 +21.5 21.5 100 100 +21.6 21.6 100 100 +21.7 21.7 100 100 +21.8 21.8 100 100 +21.9 21.9 100 100 +22 22 100 100 +22.1 22.1 100 100 +22.2 22.2 100 100 +22.3 22.3 100 100 +22.4 22.4 100 100 +22.5 22.5 100 100 +22.6 22.6 100 100 +22.7 22.7 100 100 +22.8 22.8 100 100 +22.9 22.9 100 100 +23 23 100 100 +23.1 23.1 100 100 +23.2 23.2 100 100 +23.3 23.3 100 100 +23.4 23.4 100 100 +23.5 23.5 100 100 +23.6 23.6 100 100 +23.7 23.7 100 100 +23.8 23.8 100 100 +23.9 23.9 100 100 +24 24 100 100 +24.1 24.1 100 100 +24.2 24.2 100 100 +24.3 24.3 100 100 +24.4 24.4 100 100 +24.5 24.5 100 100 +24.6 24.6 100 100 +24.7 24.7 100 100 +24.8 24.8 100 100 +24.9 24.9 100 100 +25 25 100 100 +25.1 25.1 100 100 +25.2 25.2 100 100 +25.3 25.3 100 100 +25.4 25.4 100 100 +25.5 25.5 100 100 +25.6 25.6 100 100 +25.7 25.7 100 100 +25.8 25.8 100 100 +25.9 25.9 100 100 +26 26 100 100 +26.1 26.1 100 100 +26.2 26.2 100 100 +26.3 26.3 100 100 +26.4 26.4 100 100 +26.5 26.5 100 100 +26.6 26.6 100 100 +26.7 26.7 100 100 +26.8 26.8 100 100 +26.9 26.9 100 100 +27 27 100 100 +27.1 27.1 100 100 +27.2 27.2 100 100 +27.3 27.3 100 100 +27.4 27.4 100 100 +27.5 27.5 100 100 +27.6 27.6 100 100 +27.7 27.7 100 100 +27.8 27.8 100 100 +27.9 27.9 100 100 +28 28 100 100 +28.1 28.1 100 100 +28.2 28.2 100 100 +28.3 28.3 100 100 +28.4 28.4 100 100 +28.5 28.5 100 100 +28.6 28.6 100 100 +28.7 28.7 100 100 +28.8 28.8 100 100 +28.9 28.9 100 100 +29 29 100 100 +29.1 29.1 100 100 +29.2 29.2 100 100 +29.3 29.3 100 100 +29.4 29.4 100 100 +29.5 29.5 100 100 +29.6 29.6 100 100 +29.7 29.7 100 100 +29.8 29.8 100 100 +29.9 29.9 100 100 +30 30 100 100 +30.1 30.1 100 100 +30.2 30.2 100 100 +30.3 30.3 100 100 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100 100 +35.8 35.8 100 100 +35.9 35.9 100 100 +36 36 100 100 +36.1 36.1 100 100 +36.2 36.2 100 100 +36.3 36.3 100 100 +36.4 36.4 100 100 +36.5 36.5 100 100 +36.6 36.6 100 100 +36.7 36.7 100 100 +36.8 36.8 100 100 +36.9 36.9 100 100 +37 37 100 100 +37.1 37.1 100 100 +37.2 37.2 100 100 +37.3 37.3 100 100 +37.4 37.4 100 100 +37.5 37.5 100 100 +37.6 37.6 100 100 +37.7 37.7 100 100 +37.8 37.8 100 100 +37.9 37.9 100 100 +38 38 100 100 +38.1 38.1 100 100 +38.2 38.2 100 100 +38.3 38.3 100 100 +38.4 38.4 100 100 +38.5 38.5 100 100 +38.6 38.6 100 100 +38.7 38.7 100 100 +38.8 38.8 100 100 +38.9 38.9 100 100 +39 39 100 100 +39.1 39.1 100 100 +39.2 39.2 100 100 +39.3 39.3 100 100 +39.4 39.4 100 100 +39.5 39.5 100 100 +39.6 39.6 100 100 +39.7 39.7 100 100 +39.8 39.8 100 100 +39.9 39.9 100 100 +40 40 100 100 +40.1 40.1 100 100 +40.2 40.2 100 100 +40.3 40.3 100 100 +40.4 40.4 100 100 +40.5 40.5 100 100 +40.6 40.6 100 100 +40.7 40.7 100 100 +40.8 40.8 100 100 +40.9 40.9 100 100 +41 41 100 100 +41.1 41.1 100 100 +41.2 41.2 100 100 +41.3 41.3 100 100 +41.4 41.4 100 100 +41.5 41.5 100 100 +41.6 41.6 100 100 +41.7 41.7 100 100 +41.8 41.8 100 100 +41.9 41.9 100 100 +42 42 100 100 +42.1 42.1 100 100 +42.2 42.2 100 100 +42.3 42.3 100 100 +42.4 42.4 100 100 +42.5 42.5 100 100 +42.6 42.6 100 100 +42.7 42.7 100 100 +42.8 42.8 100 100 +42.9 42.9 100 100 +43 43 100 100 +43.1 43.1 100 100 +43.2 43.2 100 100 +43.3 43.3 100 100 +43.4 43.4 100 100 +43.5 43.5 100 100 +43.6 43.6 100 100 +43.7 43.7 100 100 +43.8 43.8 100 100 +43.9 43.9 100 100 +44 44 100 100 +44.1 44.1 100 100 +44.2 44.2 100 100 +44.3 44.3 100 100 +44.4 44.4 100 100 +44.5 44.5 100 100 +44.6 44.6 100 100 +44.7 44.7 100 100 +44.8 44.8 100 100 +44.9 44.9 100 100 +45 45 100 100 +45.1 45.1 100 100 +45.2 45.2 100 100 +45.3 45.3 100 100 +45.4 45.4 100 100 +45.5 45.5 100 100 +45.6 45.6 100 100 +45.7 45.7 100 100 +45.8 45.8 100 100 +45.9 45.9 100 100 +46 46 100 100 +46.1 46.1 100 100 +46.2 46.2 100 100 +46.3 46.3 100 100 +46.4 46.4 100 100 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57.2 100 100 +57.3 57.3 100 100 +57.4 57.4 100 100 +57.5 57.5 100 100 +57.6 57.6 100 100 +57.7 57.7 100 100 +57.8 57.8 100 100 +57.9 57.9 100 100 +58 58 100 100 +58.1 58.1 100 100 +58.2 58.2 100 100 +58.3 58.3 100 100 +58.4 58.4 100 100 +58.5 58.5 100 100 +58.6 58.6 100 100 +58.7 58.7 100 100 +58.8 58.8 100 100 +58.9 58.9 100 100 +59 59 100 100 +59.1 59.1 100 100 +59.2 59.2 100 100 +59.3 59.3 100 100 +59.4 59.4 100 100 +59.5 59.5 100 100 +59.6 59.6 100 100 +59.7 59.7 100 100 +59.8 59.8 100 100 +59.9 59.9 100 100 +60 60 100 100 +60.1 60.1 100 100 +60.2 60.2 100 100 +60.3 60.3 100 100 +60.4 60.4 100 100 +60.5 60.5 100 100 +60.6 60.6 100 100 +60.7 60.7 100 100 +60.8 60.8 100 100 +60.9 60.9 100 100 +61 61 100 100 +61.1 61.1 100 100 +61.2 61.2 100 100 +61.3 61.3 100 100 +61.4 61.4 100 100 +61.5 61.5 100 100 +61.6 61.6 100 100 +61.7 61.7 100 100 +61.8 61.8 100 100 +61.9 61.9 100 100 +62 62 100 100 +62.1 62.1 100 100 +62.2 62.2 100 100 +62.3 62.3 100 100 +62.4 62.4 100 100 +62.5 62.5 100 100 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curves C5 +Size Random Optimal Selective Naive Bayes +0 0 0 0 +0.1 0.1 2.63889 2.63889 +0.2 0.2 5.27778 5.27778 +0.3 0.3 7.91667 7.91667 +0.4 0.4 10.5556 10.5556 +0.5 0.5 13.1944 13.1944 +0.6 0.6 15.8333 15.8333 +0.7 0.7 18.4722 18.4722 +0.8 0.8 21.1111 21.1111 +0.9 0.9 23.75 23.75 +1 1 26.3889 26.3889 +1.1 1.1 29.0278 29.0278 +1.2 1.2 31.6667 31.6667 +1.3 1.3 34.3056 34.3056 +1.4 1.4 36.9444 36.9444 +1.5 1.5 39.5833 39.5833 +1.6 1.6 42.2222 42.2222 +1.7 1.7 44.8611 44.8611 +1.8 1.8 47.5 47.5 +1.9 1.9 50.1389 50.1389 +2 2 52.7778 52.7778 +2.1 2.1 55.4167 55.4167 +2.2 2.2 58.0556 58.0556 +2.3 2.3 60.6944 60.6944 +2.4 2.4 63.3333 63.3333 +2.5 2.5 65.9722 65.9722 +2.6 2.6 68.6111 68.6111 +2.7 2.7 71.25 71.25 +2.8 2.8 73.8889 73.8889 +2.9 2.9 76.5278 76.5278 +3 3 79.1667 79.1667 +3.1 3.1 81.8056 81.8056 +3.2 3.2 84.4444 84.4444 +3.3 3.3 87.0833 87.0833 +3.4 3.4 89.7222 89.7222 +3.5 3.5 92.3611 92.3611 +3.6 3.6 95 95 +3.7 3.7 97.6389 97.6389 +3.8 3.8 100 100 +3.9 3.9 100 100 +4 4 100 100 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SNB_Dictionary + +{ +Unused Numerical Num0 ; +Unused Numerical Num1 ; +Unused Numerical Num2 ; +Unused Numerical Num3 ; +Unused Categorical Cat0 ; +Unused Categorical Cat1 ; +Unused Categorical Cat2 ; +Unused Categorical Cat3 ; +Unused Structure(DataGrid) VCat1 = DataGrid(ValueSetC("C0", "C1", "C10", "C11", "C12", "C13", "C14", "C15", "C16", "C17", "C18", "C19", "C2", "C3", "C4", "C5", "C6", "C7", "C8", "C9"), Frequencies(25, 35, 17, 30, 24, 36, 28, 26, 19, 37, 25, 17, 34, 26, 26, 25, 23, 28, 17, 27)) ; +Unused Structure(DataGrid) PNum3 = DataGrid(IntervalBounds(-0.5, 0.5, 1.5, 2.5, 3.5, 4.5, 5.5, 6.5, 7.5, 8.5), ValueGroups(ValueGroup("C17", " * "), ValueGroup("C1"), ValueGroup("C2"), ValueGroup("C7"), ValueGroup("C9"), ValueGroup("C3"), ValueGroup("C4"), ValueGroup("C0"), ValueGroup("C5"), ValueGroup("C6"), ValueGroup("C8")), Frequencies(259, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 35, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 34, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 28, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 27, 0, 0, 0, 0, 26, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 26, 0, 0, 0, 0, 0, 0, 25, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 25, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 23, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 17, 0)) ; // DataGrid(Num3, Cat1) +Unused Structure(DataGrid) PCat2 = DataGrid(ValueGroups(ValueGroup("C-1"), ValueGroup("C17"), ValueGroup("C13"), ValueGroup("C10", "C19", " * "), ValueGroup("C11"), ValueGroup("C14"), ValueGroup("C15"), ValueGroup("C18"), ValueGroup("C12"), ValueGroup("C16")), ValueGroups(ValueGroup("C1", " * "), ValueGroup("C17"), ValueGroup("C13"), ValueGroup("C10", "C19"), ValueGroup("C11"), ValueGroup("C14"), ValueGroup("C15"), ValueGroup("C18"), ValueGroup("C12"), ValueGroup("C16")), Frequencies(266, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 37, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 36, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 34, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 30, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 28, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 26, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 25, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 24, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 19)) ; // DataGrid(Cat2, Cat1) +Unused Structure(DataGrid) `PNum0``Num1` = DataGrid(IntervalBounds(0.5, 1.5, 2.5, 3.5, 4.5, 5.5, 6.5, 7.5, 8.5, 9.5, 10.5, 11.5, 12.5, 13.5, 14.5, 15.5, 16.5, 17.5, 18.5), ValueSetC("C0", "C1", "C10", "C11", "C12", "C13", "C14", "C15", "C16", "C17", "C18", "C19", "C2", "C3", "C4", "C5", "C6", "C7", "C8", "C9"), Frequencies(25, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 35, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 17, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 30, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 24, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 36, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 28, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 26, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 19, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 37, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 25, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 17, 0, 0, 34, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 26, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 26, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 25, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 23, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 28, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 17, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 27, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0)) ; // DataGrid(Num1, Target) +Unused Structure(Classifier) SNBCat1 = SNBClassifier(Vector(0.1220703125, 0.1259765625, 0.4853515625), DataGridStats(PNum3, Num3), DataGridStats(PCat2, Cat2), DataGridStats(`PNum0``Num1`, Num1), VCat1) ; + Categorical PredictedCat1 = TargetValue(SNBCat1) ; +Unused Numerical ScoreCat1 = TargetProb(SNBCat1) ; + Numerical ProbCat1C0 = TargetProbAt(SNBCat1, "C0") ; + Numerical ProbCat1C1 = TargetProbAt(SNBCat1, "C1") ; + Numerical ProbCat1C10 = TargetProbAt(SNBCat1, "C10") ; + Numerical ProbCat1C11 = TargetProbAt(SNBCat1, "C11") ; + Numerical ProbCat1C12 = TargetProbAt(SNBCat1, "C12") ; + Numerical ProbCat1C13 = TargetProbAt(SNBCat1, "C13") ; + Numerical ProbCat1C14 = TargetProbAt(SNBCat1, "C14") ; + Numerical ProbCat1C15 = TargetProbAt(SNBCat1, "C15") ; + Numerical ProbCat1C16 = TargetProbAt(SNBCat1, "C16") ; + Numerical ProbCat1C17 = TargetProbAt(SNBCat1, "C17") ; + Numerical ProbCat1C18 = TargetProbAt(SNBCat1, "C18") ; + Numerical ProbCat1C19 = TargetProbAt(SNBCat1, "C19") ; + Numerical ProbCat1C2 = TargetProbAt(SNBCat1, "C2") ; + Numerical ProbCat1C3 = TargetProbAt(SNBCat1, "C3") ; + Numerical ProbCat1C4 = TargetProbAt(SNBCat1, "C4") ; + Numerical ProbCat1C5 = TargetProbAt(SNBCat1, "C5") ; + Numerical ProbCat1C6 = TargetProbAt(SNBCat1, "C6") ; + Numerical ProbCat1C7 = TargetProbAt(SNBCat1, "C7") ; + Numerical ProbCat1C8 = TargetProbAt(SNBCat1, "C8") ; + Numerical ProbCat1C9 = TargetProbAt(SNBCat1, "C9") ; +}; diff --git a/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/CG10_ModelingReport.xls b/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/CG10_ModelingReport.xls new file mode 100644 index 000000000..d87abe2dc --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/CG10_ModelingReport.xls @@ -0,0 +1,30 @@ +#Khiops 10.1.5 +Modeling report + +Dictionary Dictionary +Target variable Cat1 +Database ./Dataset.txt +Sample percentage 50 +Sampling mode Include sample +Selection variable +Selection value + + +Trained predictors + +Predictor Variables +Selective Naive Bayes 3 + + +-------------------------------------------------------------------------------- + +Trained predictors details + + +Predictor Selective Naive Bayes + +Selected variables +Prepared name Name Level Weight Importance +PNum0`Num1 Num0`Num1 0.618003 0.485352 0.547676 +PCat2 Cat2 0.424233 0.125977 0.231178 +PNum3 Num3 0.431351 0.12207 0.229467 diff --git a/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/CG10_Preparation2DReport.xls b/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/CG10_Preparation2DReport.xls new file mode 100644 index 000000000..69df0a74e --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/CG10_Preparation2DReport.xls @@ -0,0 +1,353 @@ +#Khiops 10.1.5 +Descriptive statistics + + +Problem description +Short description + +Dictionary Dictionary +Variables + Categorical 4 + Numerical 4 + Total 8 + +Database ./Dataset.txt +Sample percentage 50 +Sampling mode Include sample +Selection variable +Selection value +Instances 525 + +Learning task Classification analysis + +Target variable Categorical Cat1 + +Target variable stats +Value Frequency Coverage +C0 25 0.047619 +C1 35 0.0666667 +C10 17 0.032381 +C11 30 0.0571429 +C12 24 0.0457143 +C13 36 0.0685714 +C14 28 0.0533333 +C15 26 0.0495238 +C16 19 0.0361905 +C17 37 0.0704762 +... ... ... ... + +Evaluated variable pairs 21 +Informative variable pairs 1 + + +Variables pairs statistics + +Rank Name 1 Name 2 DeltaLevel Level Level 1 Level 2 Variables Parts 1 Parts 2 Cells Constr. cost Prep. cost Data cost +R01 Num0 Num1 0.0188548 0.618003 0 0.599148 1 1 20 20 5.77111 602.844 0 +R02 Cat0 Num0 -0.02606 0.0254355 0.0514954 0 1 10 1 10 5.77111 549.881 997.069 +R03 Num0 Num2 -0.0279341 0.392564 0 0.420498 1 1 11 11 5.77111 375.909 586.114 +R04 Cat2 Num0 -0.0284214 0.395811 0.424233 0 1 11 1 11 5.77111 370.735 586.114 +R05 Cat3 Num0 -0.0291616 0.405316 0.434478 0 1 11 1 11 5.77111 375.789 565.918 +R06 Num0 Num3 -0.0292821 0.402069 0 0.431351 1 1 11 11 5.77111 380.962 565.918 +R07 Cat0 Num1 -0.0499351 0.600708 0.0514954 0.599148 1 1 20 20 5.77111 630.398 0 +R08 Cat0 Num2 -0.0801913 0.391802 0.0514954 0.420498 1 1 11 11 5.77111 377.122 586.114 +R09 Cat0 Cat2 -0.0803748 0.395353 0.0514954 0.424233 1 1 11 11 5.77111 371.465 586.114 +R10 Cat0 Cat3 -0.0811149 0.404858 0.0514954 0.434478 1 1 11 11 5.77111 376.518 565.918 +R11 Cat0 Num3 -0.0815392 0.401307 0.0514954 0.431351 1 1 11 11 5.77111 382.176 565.918 +R12 Num2 Num3 -0.245205 0.606644 0.420498 0.431351 2 11 10 20 7.71702 618.996 0 +R13 Cat3 Num2 -0.245795 0.609181 0.434478 0.420498 2 10 11 20 7.71702 614.954 0 +R14 Cat2 Cat3 -0.246282 0.612428 0.424233 0.434478 2 11 10 20 7.71702 609.78 0 +R15 Cat2 Num3 -0.246403 0.609181 0.424233 0.431351 2 10 11 20 7.71702 614.954 0 +R16 Num1 Num2 -0.401643 0.618003 0.599148 0.420498 1 20 1 20 5.77111 602.844 0 +R17 Cat2 Num1 -0.405378 0.618003 0.424233 0.599148 1 1 20 20 5.77111 602.844 0 +R18 Num1 Num3 -0.412496 0.618003 0.599148 0.431351 1 20 1 20 5.77111 602.844 0 +R19 Cat3 Num1 -0.415623 0.618003 0.434478 0.599148 1 1 20 20 5.77111 602.844 0 +R20 Cat2 Num2 -0.44892 0.395811 0.424233 0.420498 1 11 1 11 5.77111 370.735 586.114 +R21 Cat3 Num3 -0.460512 0.405316 0.434478 0.431351 1 11 1 11 5.77111 375.789 565.918 + + +-------------------------------------------------------------------------------- + +Variables pairs detailed statistics +(Pairs with two jointly informative variables) + + +Rank R01 +Variable Numerical Num1 + +% target values +Interval C0 C1 C10 C11 C12 C13 C14 C15 C16 C17 ... Interest Frequency Coverage +]-inf;0.5] 1 0 0 0 0 0 0 0 0 0 ... 0.0488111 25 0.047619 +]0.5;1.5] 0 1 0 0 0 0 0 0 0 0 ... 0.0607833 35 0.0666667 +]1.5;2.5] 0 0 0 0 0 0 0 0 0 0 ... 0.0596787 34 0.0647619 +]2.5;3.5] 0 0 0 0 0 0 0 0 0 0 ... 0.0501096 26 0.0495238 +]3.5;4.5] 0 0 0 0 0 0 0 0 0 0 ... 0.0501096 26 0.0495238 +]4.5;5.5] 0 0 0 0 0 0 0 0 0 0 ... 0.0488111 25 0.047619 +]5.5;6.5] 0 0 0 0 0 0 0 0 0 0 ... 0.0461361 23 0.0438095 +]6.5;7.5] 0 0 0 0 0 0 0 0 0 0 ... 0.0526335 28 0.0533333 +]7.5;8.5] 0 0 0 0 0 0 0 0 0 0 ... 0.0373961 17 0.032381 +]8.5;9.5] 0 0 0 0 0 0 0 0 0 0 ... 0.0513834 27 0.0514286 +... ... ... ... ... ... ... ... ... ... ... ... ... ... +Total 0.047619 0.0666667 0.032381 0.0571429 0.0457143 0.0685714 0.0533333 0.0495238 0.0361905 0.0704762 ... 1 525 1 + +---------------------------------------------- +Rank R12 +Variables + Type Name + Numerical Num2 + Numerical Num3 + +Variables stats +Num2 +Interval Frequency Coverage +]-inf;4] 266 0.506667 +]4;10.5] 17 0.032381 +]10.5;11.5] 30 0.0571429 +]11.5;12.5] 24 0.0457143 +]12.5;13.5] 36 0.0685714 +]13.5;14.5] 28 0.0533333 +]14.5;15.5] 26 0.0495238 +]15.5;16.5] 19 0.0361905 +]16.5;17.5] 37 0.0704762 +]17.5;18.5] 25 0.047619 +... ... ... ... +Num3 +Interval Frequency Coverage +]-inf;0.5] 284 0.540952 +]0.5;1.5] 35 0.0666667 +]1.5;2.5] 34 0.0647619 +]2.5;3.5] 26 0.0495238 +]3.5;4.5] 26 0.0495238 +]4.5;5.5] 25 0.047619 +]5.5;6.5] 23 0.0438095 +]6.5;7.5] 28 0.0533333 +]7.5;8.5] 17 0.032381 +]8.5;+inf[ 27 0.0514286 + +Cell frequencies + Num3 +Num2 ]-inf;0.5] ]0.5;1.5] ]1.5;2.5] ]2.5;3.5] ]3.5;4.5] ]4.5;5.5] ]5.5;6.5] ]6.5;7.5] ]7.5;8.5] ]8.5;+inf[ Total Coverage +]-inf;4] 25 35 34 26 26 25 23 28 17 27 266 0.506667 +]4;10.5] 17 0 0 0 0 0 0 0 0 0 17 0.032381 +]10.5;11.5] 30 0 0 0 0 0 0 0 0 0 30 0.0571429 +]11.5;12.5] 24 0 0 0 0 0 0 0 0 0 24 0.0457143 +]12.5;13.5] 36 0 0 0 0 0 0 0 0 0 36 0.0685714 +]13.5;14.5] 28 0 0 0 0 0 0 0 0 0 28 0.0533333 +]14.5;15.5] 26 0 0 0 0 0 0 0 0 0 26 0.0495238 +]15.5;16.5] 19 0 0 0 0 0 0 0 0 0 19 0.0361905 +]16.5;17.5] 37 0 0 0 0 0 0 0 0 0 37 0.0704762 +]17.5;18.5] 25 0 0 0 0 0 0 0 0 0 25 0.047619 +... ... ... ... ... ... ... ... ... ... ... ... +Total 284 35 34 26 26 25 23 28 17 27 525 +Coverage 0.540952 0.0666667 0.0647619 0.0495238 0.0495238 0.047619 0.0438095 0.0533333 0.032381 0.0514286 + +Cells 20 +Cell Id Num2 Num3 C0 C1 C10 C11 C12 C13 C14 C15 C16 C17 ... Interest Frequency Coverage +C9 ]16.5;17.5] ]-inf;0.5] 0 0 0 0 0 0 0 0 0 1 ... 0.0629381 37 0.0704762 +C5 ]12.5;13.5] ]-inf;0.5] 0 0 0 0 0 1 0 0 0 0 ... 0.0618696 36 0.0685714 +C12 ]-inf;4] ]0.5;1.5] 0 1 0 0 0 0 0 0 0 0 ... 0.0607833 35 0.0666667 +C23 ]-inf;4] ]1.5;2.5] 0 0 0 0 0 0 0 0 0 0 ... 0.0596787 34 0.0647619 +C3 ]10.5;11.5] ]-inf;0.5] 0 0 0 1 0 0 0 0 0 0 ... 0.0550657 30 0.0571429 +C78 ]-inf;4] ]6.5;7.5] 0 0 0 0 0 0 0 0 0 0 ... 0.0526335 28 0.0533333 +C6 ]13.5;14.5] ]-inf;0.5] 0 0 0 0 0 0 1 0 0 0 ... 0.0526335 28 0.0533333 +C100 ]-inf;4] ]8.5;+inf[ 0 0 0 0 0 0 0 0 0 0 ... 0.0513834 27 0.0514286 +C34 ]-inf;4] ]2.5;3.5] 0 0 0 0 0 0 0 0 0 0 ... 0.0501096 26 0.0495238 +C45 ]-inf;4] ]3.5;4.5] 0 0 0 0 0 0 0 0 0 0 ... 0.0501096 26 0.0495238 + ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... + Total 0.047619 0.0666667 0.032381 0.0571429 0.0457143 0.0685714 0.0533333 0.0495238 0.0361905 0.0704762 ... 1 525 1 + +---------------------------------------------- +Rank R13 +Variables + Type Name + Categorical Cat3 + Numerical Num2 + +Variables stats +Cat3 +Group Frequency Coverage Size Value list +{C-1, C2} 293 0.558095 2 C-1 C2 +{C1} 35 0.0666667 1 C1 +{C7} 28 0.0533333 1 C7 +{C9} 27 0.0514286 1 C9 +{C3} 26 0.0495238 1 C3 +{C4} 26 0.0495238 1 C4 +{C0} 25 0.047619 1 C0 +{C5} 25 0.047619 1 C5 +{C6} 23 0.0438095 1 C6 +{C8} 17 0.032381 1 C8 * +Num2 +Interval Frequency Coverage +]-inf;4] 266 0.506667 +]4;10.5] 17 0.032381 +]10.5;11.5] 30 0.0571429 +]11.5;12.5] 24 0.0457143 +]12.5;13.5] 36 0.0685714 +]13.5;14.5] 28 0.0533333 +]14.5;15.5] 26 0.0495238 +]15.5;16.5] 19 0.0361905 +]16.5;17.5] 37 0.0704762 +]17.5;18.5] 25 0.047619 +... ... ... ... + +Cell frequencies + Num2 +Cat3 ]-inf;4] ]4;10.5] ]10.5;11.5] ]11.5;12.5] ]12.5;13.5] ]13.5;14.5] ]14.5;15.5] ]15.5;16.5] ]16.5;17.5] ]17.5;18.5] ... Total Coverage +{C-1, C2} 34 17 30 24 36 28 26 19 37 25 ... 293 0.558095 +{C1} 35 0 0 0 0 0 0 0 0 0 ... 35 0.0666667 +{C7} 28 0 0 0 0 0 0 0 0 0 ... 28 0.0533333 +{C9} 27 0 0 0 0 0 0 0 0 0 ... 27 0.0514286 +{C3} 26 0 0 0 0 0 0 0 0 0 ... 26 0.0495238 +{C4} 26 0 0 0 0 0 0 0 0 0 ... 26 0.0495238 +{C0} 25 0 0 0 0 0 0 0 0 0 ... 25 0.047619 +{C5} 25 0 0 0 0 0 0 0 0 0 ... 25 0.047619 +{C6} 23 0 0 0 0 0 0 0 0 0 ... 23 0.0438095 +{C8} 17 0 0 0 0 0 0 0 0 0 ... 17 0.032381 +Total 266 17 30 24 36 28 26 19 37 25 ... 508 +Coverage 0.523622 0.0334646 0.0590551 0.0472441 0.0708661 0.0551181 0.0511811 0.0374016 0.0728346 0.0492126 ... + +Cells 20 +Cell Id Cat3 Num2 C0 C1 C10 C11 C12 C13 C14 C15 C16 C17 ... Interest Frequency Coverage +C81 {C-1, C2} ]16.5;17.5] 0 0 0 0 0 0 0 0 0 1 ... 0.0629381 37 0.0704762 +C41 {C-1, C2} ]12.5;13.5] 0 0 0 0 0 1 0 0 0 0 ... 0.0618696 36 0.0685714 +C2 {C1} ]-inf;4] 0 1 0 0 0 0 0 0 0 0 ... 0.0607833 35 0.0666667 +C1 {C-1, C2} ]-inf;4] 0 0 0 0 0 0 0 0 0 0 ... 0.0596787 34 0.0647619 +C21 {C-1, C2} ]10.5;11.5] 0 0 0 1 0 0 0 0 0 0 ... 0.0550657 30 0.0571429 +C51 {C-1, C2} ]13.5;14.5] 0 0 0 0 0 0 1 0 0 0 ... 0.0526335 28 0.0533333 +C3 {C7} ]-inf;4] 0 0 0 0 0 0 0 0 0 0 ... 0.0526335 28 0.0533333 +C4 {C9} ]-inf;4] 0 0 0 0 0 0 0 0 0 0 ... 0.0513834 27 0.0514286 +C61 {C-1, C2} ]14.5;15.5] 0 0 0 0 0 0 0 1 0 0 ... 0.0501096 26 0.0495238 +C5 {C3} ]-inf;4] 0 0 0 0 0 0 0 0 0 0 ... 0.0501096 26 0.0495238 + ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... + Total 0.047619 0.0666667 0.032381 0.0571429 0.0457143 0.0685714 0.0533333 0.0495238 0.0361905 0.0704762 ... 1 525 1 + +---------------------------------------------- +Rank R14 +Variables + Type Name + Categorical Cat2 + Categorical Cat3 + +Variables stats +Cat2 +Group Frequency Coverage Size Value list +{C-1} 266 0.506667 1 C-1 +{C17} 37 0.0704762 1 C17 +{C13} 36 0.0685714 1 C13 +{C11} 30 0.0571429 1 C11 +{C14} 28 0.0533333 1 C14 +{C15} 26 0.0495238 1 C15 +{C18} 25 0.047619 1 C18 +{C12} 24 0.0457143 1 C12 +{C16} 19 0.0361905 1 C16 +{C10} 17 0.032381 1 C10 +... ... ... ... +Cat3 +Group Frequency Coverage Size Value list +{C-1, C1} 294 0.56 2 C-1 C1 +{C2} 34 0.0647619 1 C2 +{C7} 28 0.0533333 1 C7 +{C9} 27 0.0514286 1 C9 +{C3} 26 0.0495238 1 C3 +{C4} 26 0.0495238 1 C4 +{C0} 25 0.047619 1 C0 +{C5} 25 0.047619 1 C5 +{C6} 23 0.0438095 1 C6 +{C8} 17 0.032381 1 C8 * + +Cell frequencies + Cat3 +Cat2 {C-1, C1} {C2} {C7} {C9} {C3} {C4} {C0} {C5} {C6} {C8} Total Coverage +{C-1} 35 34 28 27 26 26 25 25 23 17 266 0.506667 +{C17} 37 0 0 0 0 0 0 0 0 0 37 0.0704762 +{C13} 36 0 0 0 0 0 0 0 0 0 36 0.0685714 +{C11} 30 0 0 0 0 0 0 0 0 0 30 0.0571429 +{C14} 28 0 0 0 0 0 0 0 0 0 28 0.0533333 +{C15} 26 0 0 0 0 0 0 0 0 0 26 0.0495238 +{C18} 25 0 0 0 0 0 0 0 0 0 25 0.047619 +{C12} 24 0 0 0 0 0 0 0 0 0 24 0.0457143 +{C16} 19 0 0 0 0 0 0 0 0 0 19 0.0361905 +{C10} 17 0 0 0 0 0 0 0 0 0 17 0.032381 +... ... ... ... ... ... ... ... ... ... ... ... +Total 294 34 28 27 26 26 25 25 23 17 525 +Coverage 0.56 0.0647619 0.0533333 0.0514286 0.0495238 0.0495238 0.047619 0.047619 0.0438095 0.032381 + +Cells 20 +Cell Id Cat2 Cat3 C0 C1 C10 C11 C12 C13 C14 C15 C16 C17 ... Interest Frequency Coverage +C2 {C17} {C-1, C1} 0 0 0 0 0 0 0 0 0 1 ... 0.0629381 37 0.0704762 +C3 {C13} {C-1, C1} 0 0 0 0 0 1 0 0 0 0 ... 0.0618696 36 0.0685714 +C1 {C-1} {C-1, C1} 0 1 0 0 0 0 0 0 0 0 ... 0.0607833 35 0.0666667 +C12 {C-1} {C2} 0 0 0 0 0 0 0 0 0 0 ... 0.0596787 34 0.0647619 +C4 {C11} {C-1, C1} 0 0 0 1 0 0 0 0 0 0 ... 0.0550657 30 0.0571429 +C23 {C-1} {C7} 0 0 0 0 0 0 0 0 0 0 ... 0.0526335 28 0.0533333 +C5 {C14} {C-1, C1} 0 0 0 0 0 0 1 0 0 0 ... 0.0526335 28 0.0533333 +C34 {C-1} {C9} 0 0 0 0 0 0 0 0 0 0 ... 0.0513834 27 0.0514286 +C45 {C-1} {C3} 0 0 0 0 0 0 0 0 0 0 ... 0.0501096 26 0.0495238 +C56 {C-1} {C4} 0 0 0 0 0 0 0 0 0 0 ... 0.0501096 26 0.0495238 + ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... + Total 0.047619 0.0666667 0.032381 0.0571429 0.0457143 0.0685714 0.0533333 0.0495238 0.0361905 0.0704762 ... 1 525 1 + +---------------------------------------------- +Rank R15 +Variables + Type Name + Categorical Cat2 + Numerical Num3 + +Variables stats +Cat2 +Group Frequency Coverage Size Value list +{C-1, C14} 294 0.56 2 C-1 C14 +{C17} 37 0.0704762 1 C17 +{C13} 36 0.0685714 1 C13 +{C11} 30 0.0571429 1 C11 +{C15} 26 0.0495238 1 C15 +{C18} 25 0.047619 1 C18 +{C12} 24 0.0457143 1 C12 +{C16} 19 0.0361905 1 C16 +{C10} 17 0.032381 1 C10 +{C19} 17 0.032381 1 C19 * +Num3 +Interval Frequency Coverage +]-inf;-0.5] 259 0.493333 +]-0.5;0.5] 25 0.047619 +]0.5;1.5] 35 0.0666667 +]1.5;2.5] 34 0.0647619 +]2.5;3.5] 26 0.0495238 +]3.5;4.5] 26 0.0495238 +]4.5;5.5] 25 0.047619 +]5.5;6.5] 23 0.0438095 +]6.5;7.5] 28 0.0533333 +]7.5;8.5] 17 0.032381 +... ... ... ... + +Cell frequencies + Num3 +Cat2 ]-inf;-0.5] ]-0.5;0.5] ]0.5;1.5] ]1.5;2.5] ]2.5;3.5] ]3.5;4.5] ]4.5;5.5] ]5.5;6.5] ]6.5;7.5] ]7.5;8.5] ... Total Coverage +{C-1, C14} 28 25 35 34 26 26 25 23 28 17 ... 294 0.56 +{C17} 37 0 0 0 0 0 0 0 0 0 ... 37 0.0704762 +{C13} 36 0 0 0 0 0 0 0 0 0 ... 36 0.0685714 +{C11} 30 0 0 0 0 0 0 0 0 0 ... 30 0.0571429 +{C15} 26 0 0 0 0 0 0 0 0 0 ... 26 0.0495238 +{C18} 25 0 0 0 0 0 0 0 0 0 ... 25 0.047619 +{C12} 24 0 0 0 0 0 0 0 0 0 ... 24 0.0457143 +{C16} 19 0 0 0 0 0 0 0 0 0 ... 19 0.0361905 +{C10} 17 0 0 0 0 0 0 0 0 0 ... 17 0.032381 +{C19} 17 0 0 0 0 0 0 0 0 0 ... 17 0.032381 +Total 259 25 35 34 26 26 25 23 28 17 ... 498 +Coverage 0.52008 0.0502008 0.0702811 0.0682731 0.0522088 0.0522088 0.0502008 0.0461847 0.0562249 0.0341365 ... + +Cells 20 +Cell Id Cat2 Num3 C0 C1 C10 C11 C12 C13 C14 C15 C16 C17 ... Interest Frequency Coverage +C2 {C17} ]-inf;-0.5] 0 0 0 0 0 0 0 0 0 1 ... 0.0629381 37 0.0704762 +C3 {C13} ]-inf;-0.5] 0 0 0 0 0 1 0 0 0 0 ... 0.0618696 36 0.0685714 +C21 {C-1, C14} ]0.5;1.5] 0 1 0 0 0 0 0 0 0 0 ... 0.0607833 35 0.0666667 +C31 {C-1, C14} ]1.5;2.5] 0 0 0 0 0 0 0 0 0 0 ... 0.0596787 34 0.0647619 +C4 {C11} ]-inf;-0.5] 0 0 0 1 0 0 0 0 0 0 ... 0.0550657 30 0.0571429 +C1 {C-1, C14} ]-inf;-0.5] 0 0 0 0 0 0 1 0 0 0 ... 0.0526335 28 0.0533333 +C81 {C-1, C14} ]6.5;7.5] 0 0 0 0 0 0 0 0 0 0 ... 0.0526335 28 0.0533333 +C101 {C-1, C14} ]8.5;+inf[ 0 0 0 0 0 0 0 0 0 0 ... 0.0513834 27 0.0514286 +C41 {C-1, C14} ]2.5;3.5] 0 0 0 0 0 0 0 0 0 0 ... 0.0501096 26 0.0495238 +C51 {C-1, C14} ]3.5;4.5] 0 0 0 0 0 0 0 0 0 0 ... 0.0501096 26 0.0495238 + ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... + Total 0.047619 0.0666667 0.032381 0.0571429 0.0457143 0.0685714 0.0533333 0.0495238 0.0361905 0.0704762 ... 1 525 1 diff --git a/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/CG10_PreparationReport.xls b/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/CG10_PreparationReport.xls new file mode 100644 index 000000000..2b3c05a4a --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/CG10_PreparationReport.xls @@ -0,0 +1,342 @@ +#Khiops 10.1.5 +Descriptive statistics + + +Problem description +Short description + +Dictionary Dictionary +Variables + Categorical 4 + Numerical 4 + Total 8 + +Database ./Dataset.txt +Sample percentage 50 +Sampling mode Include sample +Selection variable +Selection value +Instances 525 + +Learning task Classification analysis + +Target variable Categorical Cat1 + +Target variable stats +Value Frequency Coverage +C0 25 0.047619 +C1 35 0.0666667 +C10 17 0.032381 +C11 30 0.0571429 +C12 24 0.0457143 +C13 36 0.0685714 +C14 28 0.0533333 +C15 26 0.0495238 +C16 19 0.0361905 +C17 37 0.0704762 +... ... ... ... + +Evaluated variables 7 +Informative variables 6 + +Max number of constructed variables 0 +Max number of trees 0 +Max number of variable pairs 100 +Discretization MODL +Value grouping MODL + +Null model + Constr. cost 0.693147 + Prep. cost 80.0222 + Data cost 1512.53 + + +Categorical variables statistics + +Rank Name Level Target groups Groups Values Mode Mode coverage Constr. cost Prep. cost Data cost +R2 Cat3 0.434478 11 11 11 C-1 0.493333 2.77259 332.326 565.918 +R4 Cat2 0.424233 10 10 11 C-1 0.506667 2.77259 306.881 607.685 +R6 Cat0 0.0514954 7 8 404 C231 0.00952381 2.77259 431.531 1076.9 + + +Numerical variables statistics + +Rank Name Level Target groups Intervals Values Min Max Mean Std dev Missing number Constr. cost Prep. cost Data cost +R1 Num1 0.599148 15 15 20 0 19 9.27047619 5.823367113 0 2.77259 494.139 141.743 +R3 Num3 0.431351 11 11 11 -1 9 1.645714286 3.31176916 0 2.77259 337.307 565.918 +R5 Num2 0.420498 11 11 11 -1 19 6.624761905 7.955480662 0 2.77259 334.401 586.114 +R7 Num0 0 1 1 404 1 996 498.9847619 289.4370953 0 0.693147 80.0222 1512.53 + + +-------------------------------------------------------------------------------- + +Variables detailed statistics + + +Rank R1 +Variable Numerical Num1 + +% target values +Interval {C5, C6} {C11, C10} {C15, C16} {C9, C8} {C18, C19} {C17} {C13} {C1} {C2} {C14} ... Interest Frequency Coverage +]-inf;0.5] 0 0 0 0 0 0 0 0 0 0 ... 0.0540956 25 0.047619 +]0.5;1.5] 0 0 0 0 0 0 0 1 0 0 ... 0.067364 35 0.0666667 +]1.5;2.5] 0 0 0 0 0 0 0 0 1 0 ... 0.0661398 34 0.0647619 +]2.5;3.5] 0 0 0 0 0 0 0 0 0 0 ... 0.0555347 26 0.0495238 +]3.5;4.5] 0 0 0 0 0 0 0 0 0 0 ... 0.0555347 26 0.0495238 +]4.5;6.5] 1 0 0 0 0 0 0 0 0 0 ... 0.0816096 48 0.0914286 +]6.5;7.5] 0 0 0 0 0 0 0 0 0 0 ... 0.0583318 28 0.0533333 +]7.5;9.5] 0 0 0 1 0 0 0 0 0 0 ... 0.0775298 44 0.0838095 +]9.5;11.5] 0 1 0 0 0 0 0 0 0 0 ... 0.0806127 47 0.0895238 +]11.5;12.5] 0 0 0 0 0 0 0 0 0 0 ... 0.0526281 24 0.0457143 +... ... ... ... ... ... ... ... ... ... ... ... ... ... +Total 0.0914286 0.0895238 0.0857143 0.0838095 0.08 0.0704762 0.0685714 0.0666667 0.0647619 0.0533333 ... 1 525 1 + +Target variable stats +Group Frequency Coverage Size Value list +{C5, C6} 48 0.0914286 2 C5 C6 +{C11, C10} 47 0.0895238 2 C11 C10 +{C15, C16} 45 0.0857143 2 C15 C16 +{C9, C8} 44 0.0838095 2 C9 C8 * +{C18, C19} 42 0.08 2 C18 C19 +{C17} 37 0.0704762 1 C17 +{C13} 36 0.0685714 1 C13 +{C1} 35 0.0666667 1 C1 +{C2} 34 0.0647619 1 C2 +{C14} 28 0.0533333 1 C14 +... ... ... ... + +---------------------------------------------- +Rank R2 +Variable Categorical Cat3 + +Variable stats +Group Size Value list +{C-1} 1 C-1 +{C1} 1 C1 +{C2} 1 C2 +{C7} 1 C7 +{C9} 1 C9 +{C3} 1 C3 +{C4} 1 C4 +{C0} 1 C0 +{C5} 1 C5 +{C6} 1 C6 +... ... + +% target values +Group {C17} {C1} {C2} {C7} {C9} {C3} {C4} {C0} {C5} {C6} ... Interest Frequency Coverage +{C-1} 1 0 0 0 0 0 0 0 0 0 ... 0.188313 259 0.493333 +{C1} 0 1 0 0 0 0 0 0 0 0 ... 0.0975325 35 0.0666667 +{C2} 0 0 1 0 0 0 0 0 0 0 ... 0.09576 34 0.0647619 +{C7} 0 0 0 1 0 0 0 0 0 0 ... 0.0844553 28 0.0533333 +{C9} 0 0 0 0 1 0 0 0 0 0 ... 0.0824495 27 0.0514286 +{C3} 0 0 0 0 0 1 0 0 0 0 ... 0.0804055 26 0.0495238 +{C4} 0 0 0 0 0 0 1 0 0 0 ... 0.0804055 26 0.0495238 +{C0} 0 0 0 0 0 0 0 1 0 0 ... 0.078322 25 0.047619 +{C5} 0 0 0 0 0 0 0 0 1 0 ... 0.078322 25 0.047619 +{C6} 0 0 0 0 0 0 0 0 0 1 ... 0.0740296 23 0.0438095 +... ... ... ... ... ... ... ... ... ... ... ... ... ... +Total 0.493333 0.0666667 0.0647619 0.0533333 0.0514286 0.0495238 0.0495238 0.047619 0.047619 0.0438095 ... 1 525 1 + +Target variable stats +Group Frequency Coverage Size Value list +{C17} 259 0.493333 10 C17 * +{C1} 35 0.0666667 1 C1 +{C2} 34 0.0647619 1 C2 +{C7} 28 0.0533333 1 C7 +{C9} 27 0.0514286 1 C9 +{C3} 26 0.0495238 1 C3 +{C4} 26 0.0495238 1 C4 +{C0} 25 0.047619 1 C0 +{C5} 25 0.047619 1 C5 +{C6} 23 0.0438095 1 C6 +... ... ... ... + +Values +Value Frequency Coverage +C-1 259 0.493333 +C1 35 0.0666667 +C2 34 0.0647619 +C7 28 0.0533333 +C9 27 0.0514286 +C3 26 0.0495238 +C4 26 0.0495238 +C0 25 0.047619 +C5 25 0.047619 +C6 23 0.0438095 +... + +---------------------------------------------- +Rank R3 +Variable Numerical Num3 + +% target values +Interval {C17} {C1} {C2} {C7} {C9} {C3} {C4} {C0} {C5} {C6} ... Interest Frequency Coverage +]-inf;-0.5] 1 0 0 0 0 0 0 0 0 0 ... 0.188313 259 0.493333 +]-0.5;0.5] 0 0 0 0 0 0 0 1 0 0 ... 0.078322 25 0.047619 +]0.5;1.5] 0 1 0 0 0 0 0 0 0 0 ... 0.0975325 35 0.0666667 +]1.5;2.5] 0 0 1 0 0 0 0 0 0 0 ... 0.09576 34 0.0647619 +]2.5;3.5] 0 0 0 0 0 1 0 0 0 0 ... 0.0804055 26 0.0495238 +]3.5;4.5] 0 0 0 0 0 0 1 0 0 0 ... 0.0804055 26 0.0495238 +]4.5;5.5] 0 0 0 0 0 0 0 0 1 0 ... 0.078322 25 0.047619 +]5.5;6.5] 0 0 0 0 0 0 0 0 0 1 ... 0.0740296 23 0.0438095 +]6.5;7.5] 0 0 0 1 0 0 0 0 0 0 ... 0.0844553 28 0.0533333 +]7.5;8.5] 0 0 0 0 0 0 0 0 0 0 ... 0.0600055 17 0.032381 +... ... ... ... ... ... ... ... ... ... ... ... ... ... +Total 0.493333 0.0666667 0.0647619 0.0533333 0.0514286 0.0495238 0.0495238 0.047619 0.047619 0.0438095 ... 1 525 1 + +Target variable stats +Group Frequency Coverage Size Value list +{C17} 259 0.493333 10 C17 * +{C1} 35 0.0666667 1 C1 +{C2} 34 0.0647619 1 C2 +{C7} 28 0.0533333 1 C7 +{C9} 27 0.0514286 1 C9 +{C3} 26 0.0495238 1 C3 +{C4} 26 0.0495238 1 C4 +{C0} 25 0.047619 1 C0 +{C5} 25 0.047619 1 C5 +{C6} 23 0.0438095 1 C6 +... ... ... ... + +---------------------------------------------- +Rank R4 +Variable Categorical Cat2 + +Variable stats +Group Size Value list +{C-1} 1 C-1 +{C17} 1 C17 +{C13} 1 C13 +{C10, C19} 2 C10 C19 * +{C11} 1 C11 +{C14} 1 C14 +{C15} 1 C15 +{C18} 1 C18 +{C12} 1 C12 +{C16} 1 C16 + +% target values +Group {C1} {C17} {C13} {C10, C19} {C11} {C14} {C15} {C18} {C12} {C16} Interest Frequency Coverage +{C-1} 1 0 0 0 0 0 0 0 0 0 0.194922 266 0.506667 +{C17} 0 1 0 0 0 0 0 0 0 0 0.105776 37 0.0704762 +{C13} 0 0 1 0 0 0 0 0 0 0 0.10398 36 0.0685714 +{C10, C19} 0 0 0 1 0 0 0 0 0 0 0.100298 34 0.0647619 +{C11} 0 0 0 0 1 0 0 0 0 0 0.0925451 30 0.0571429 +{C14} 0 0 0 0 0 1 0 0 0 0 0.0884574 28 0.0533333 +{C15} 0 0 0 0 0 0 1 0 0 0 0.0842157 26 0.0495238 +{C18} 0 0 0 0 0 0 0 1 0 0 0.0820335 25 0.047619 +{C12} 0 0 0 0 0 0 0 0 1 0 0.0798081 24 0.0457143 +{C16} 0 0 0 0 0 0 0 0 0 1 0.0679653 19 0.0361905 +Total 0.506667 0.0704762 0.0685714 0.0647619 0.0571429 0.0533333 0.0495238 0.047619 0.0457143 0.0361905 1 525 1 + +Target variable stats +Group Frequency Coverage Size Value list +{C1} 266 0.506667 10 C1 * +{C17} 37 0.0704762 1 C17 +{C13} 36 0.0685714 1 C13 +{C10, C19} 34 0.0647619 2 C10 C19 +{C11} 30 0.0571429 1 C11 +{C14} 28 0.0533333 1 C14 +{C15} 26 0.0495238 1 C15 +{C18} 25 0.047619 1 C18 +{C12} 24 0.0457143 1 C12 +{C16} 19 0.0361905 1 C16 + +Values +Value Frequency Coverage +C-1 266 0.506667 +C17 37 0.0704762 +C13 36 0.0685714 +C11 30 0.0571429 +C14 28 0.0533333 +C15 26 0.0495238 +C18 25 0.047619 +C12 24 0.0457143 +C16 19 0.0361905 +C10 17 0.032381 +... + +---------------------------------------------- +Rank R5 +Variable Numerical Num2 + +% target values +Interval {C1} {C17} {C13} {C11} {C14} {C15} {C18} {C12} {C16} {C10} ... Interest Frequency Coverage +]-inf;4] 1 0 0 0 0 0 0 0 0 0 ... 0.190093 266 0.506667 +]4;10.5] 0 0 0 0 0 0 0 0 0 1 ... 0.0612922 17 0.032381 +]10.5;11.5] 0 0 0 1 0 0 0 0 0 0 ... 0.0902526 30 0.0571429 +]11.5;12.5] 0 0 0 0 0 0 0 1 0 0 ... 0.0778311 24 0.0457143 +]12.5;13.5] 0 0 1 0 0 0 0 0 0 0 ... 0.101404 36 0.0685714 +]13.5;14.5] 0 0 0 0 1 0 0 0 0 0 ... 0.0862663 28 0.0533333 +]14.5;15.5] 0 0 0 0 0 1 0 0 0 0 ... 0.0821296 26 0.0495238 +]15.5;16.5] 0 0 0 0 0 0 0 0 1 0 ... 0.0662818 19 0.0361905 +]16.5;17.5] 0 1 0 0 0 0 0 0 0 0 ... 0.103155 37 0.0704762 +]17.5;18.5] 0 0 0 0 0 0 1 0 0 0 ... 0.0800014 25 0.047619 +... ... ... ... ... ... ... ... ... ... ... ... ... ... +Total 0.506667 0.0704762 0.0685714 0.0571429 0.0533333 0.0495238 0.047619 0.0457143 0.0361905 0.032381 ... 1 525 1 + +Target variable stats +Group Frequency Coverage Size Value list +{C1} 266 0.506667 10 C1 * +{C17} 37 0.0704762 1 C17 +{C13} 36 0.0685714 1 C13 +{C11} 30 0.0571429 1 C11 +{C14} 28 0.0533333 1 C14 +{C15} 26 0.0495238 1 C15 +{C18} 25 0.047619 1 C18 +{C12} 24 0.0457143 1 C12 +{C16} 19 0.0361905 1 C16 +{C10} 17 0.032381 1 C10 +... ... ... ... + +---------------------------------------------- +Rank R6 +Variable Categorical Cat0 + +Variable stats +Group Size Value list +{C1} 302 C1 * +{C233, C613, C675, ...} 19 C233 C613 C675 C113 C153 C273 C33 C35 C475 C513 ... +{C642, C139, C159, ...} 18 C642 C139 C159 C164 C234 C24 C262 C294 C454 C544 ... +{C683, C947, C23, ...} 15 C683 C947 C23 C243 C263 C267 C443 C546 C587 C636 ... +{C477, C577, C797, ...} 13 C477 C577 C797 C860 C200 C297 C317 C537 C540 C560 ... +{C148, C670, C881, ...} 13 C148 C670 C881 C161 C230 C241 C250 C41 C528 C641 ... +{C798, C165, C198, ...} 14 C798 C165 C198 C225 C25 C285 C365 C378 C425 C598 ... +{C231, C409, C749, ...} 10 C231 C409 C749 C111 C131 C151 C31 C349 C369 C449 + +% target values +Group {C2, C14, C4, ...} {C7, C3, C6, ...} {C13, C15, C12} {C1, C10, C8} {C17, C0} {C11, C9} {C18, C5} Interest Frequency Coverage +{C233, C613, C675, ...} 0 0 1 0 0 0 0 0.169565 41 0.0780952 +{C798, C165, C198, ...} 0 0 0 0 0 0 1 0.155891 29 0.0552381 +{C477, C577, C797, ...} 0 0 0 0 1 0 0 0.146514 30 0.0571429 +{C642, C139, C159, ...} 1 0 0 0 0 0 0 0.136138 37 0.0704762 +{C148, C670, C881, ...} 0 0 0 1 0 0 0 0.134538 29 0.0552381 +{C231, C409, C749, ...} 0 0 0 0 0 1 0 0.1269 25 0.047619 +{C683, C947, C23, ...} 0 1 0 0 0 0 0 0.124296 32 0.0609524 +{C1} 0.225166 0.211921 0.149007 0.13245 0.10596 0.10596 0.0695364 0.00615774 302 0.575238 +Total 0.2 0.182857 0.16381 0.131429 0.118095 0.108571 0.0952381 1 525 1 + +Target variable stats +Group Frequency Coverage Size Value list +{C2, C14, C4, ...} 105 0.2 4 C2 C14 C4 C19 +{C7, C3, C6, ...} 96 0.182857 4 C7 C3 C6 C16 +{C13, C15, C12} 86 0.16381 3 C13 C15 C12 +{C1, C10, C8} 69 0.131429 3 C1 C10 C8 * +{C17, C0} 62 0.118095 2 C17 C0 +{C11, C9} 57 0.108571 2 C11 C9 +{C18, C5} 50 0.0952381 2 C18 C5 + +Values +Value Frequency Coverage +C231 5 0.00952381 +C148 3 0.00571429 +C233 3 0.00571429 +C409 3 0.00571429 +C477 3 0.00571429 +C577 3 0.00571429 +C613 3 0.00571429 +C642 3 0.00571429 +C670 3 0.00571429 +C675 3 0.00571429 +... diff --git a/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/CG10_TestEvaluationReport.xls b/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/CG10_TestEvaluationReport.xls new file mode 100644 index 000000000..3ccf33ac7 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/CG10_TestEvaluationReport.xls @@ -0,0 +1,20134 @@ +#Khiops 10.1.5 +Test evaluation report + +Dictionary Dictionary +Target variable Categorical Cat1 +Database ./Dataset.txt +Sample percentage 50 +Sampling mode Exclude sample +Selection variable +Selection value +Instances 475 + + +Predictors performance + +Classifier Accuracy Compression AUC +Selective Naive Bayes 1 0.987941 1 + + +-------------------------------------------------------------------------------- + +Predictors detailed performance + + +Classifier Selective Naive Bayes +Accuracy 1 +Compression 0.987941 +AUC 1 + +Confusion matrix + C0 C1 C10 C11 C12 C13 C14 C15 C16 C17 C18 C19 C2 C3 C4 C5 C6 C7 C8 C9 +$C0 27 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 +$C1 0 23 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 +$C10 0 0 21 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 +$C11 0 0 0 28 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 +$C12 0 0 0 0 19 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 +$C13 0 0 0 0 0 29 0 0 0 0 0 0 0 0 0 0 0 0 0 0 +$C14 0 0 0 0 0 0 32 0 0 0 0 0 0 0 0 0 0 0 0 0 +$C15 0 0 0 0 0 0 0 29 0 0 0 0 0 0 0 0 0 0 0 0 +$C16 0 0 0 0 0 0 0 0 22 0 0 0 0 0 0 0 0 0 0 0 +$C17 0 0 0 0 0 0 0 0 0 22 0 0 0 0 0 0 0 0 0 0 +$C18 0 0 0 0 0 0 0 0 0 0 32 0 0 0 0 0 0 0 0 0 +$C19 0 0 0 0 0 0 0 0 0 0 0 26 0 0 0 0 0 0 0 0 +$C2 0 0 0 0 0 0 0 0 0 0 0 0 19 0 0 0 0 0 0 0 +$C3 0 0 0 0 0 0 0 0 0 0 0 0 0 28 0 0 0 0 0 0 +$C4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 20 0 0 0 0 0 +$C5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 18 0 0 0 0 +$C6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 18 0 0 0 +$C7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 26 0 0 +$C8 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16 0 +$C9 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 20 + + + +---------------------------------------------- +Lift curves C0 +Size Random Optimal Selective Naive Bayes +0 0 0 0 +0.1 0.1 1.75926 1.75926 +0.2 0.2 3.51852 3.51852 +0.3 0.3 5.27778 5.27778 +0.4 0.4 7.03704 7.03704 +0.5 0.5 8.7963 8.7963 +0.6 0.6 10.5556 10.5556 +0.7 0.7 12.3148 12.3148 +0.8 0.8 14.0741 14.0741 +0.9 0.9 15.8333 15.8333 +1 1 17.5926 17.5926 +1.1 1.1 19.3519 19.3519 +1.2 1.2 21.1111 21.1111 +1.3 1.3 22.8704 22.8704 +1.4 1.4 24.6296 24.6296 +1.5 1.5 26.3889 26.3889 +1.6 1.6 28.1481 28.1481 +1.7 1.7 29.9074 29.9074 +1.8 1.8 31.6667 31.6667 +1.9 1.9 33.4259 33.4259 +2 2 35.1852 35.1852 +2.1 2.1 36.9444 36.9444 +2.2 2.2 38.7037 38.7037 +2.3 2.3 40.463 40.463 +2.4 2.4 42.2222 42.2222 +2.5 2.5 43.9815 43.9815 +2.6 2.6 45.7407 45.7407 +2.7 2.7 47.5 47.5 +2.8 2.8 49.2593 49.2593 +2.9 2.9 51.0185 51.0185 +3 3 52.7778 52.7778 +3.1 3.1 54.537 54.537 +3.2 3.2 56.2963 56.2963 +3.3 3.3 58.0556 58.0556 +3.4 3.4 59.8148 59.8148 +3.5 3.5 61.5741 61.5741 +3.6 3.6 63.3333 63.3333 +3.7 3.7 65.0926 65.0926 +3.8 3.8 66.8519 66.8519 +3.9 3.9 68.6111 68.6111 +4 4 70.3704 70.3704 +4.1 4.1 72.1296 72.1296 +4.2 4.2 73.8889 73.8889 +4.3 4.3 75.6481 75.6481 +4.4 4.4 77.4074 77.4074 +4.5 4.5 79.1667 79.1667 +4.6 4.6 80.9259 80.9259 +4.7 4.7 82.6852 82.6852 +4.8 4.8 84.4444 84.4444 +4.9 4.9 86.2037 86.2037 +5 5 87.963 87.963 +5.1 5.1 89.7222 89.7222 +5.2 5.2 91.4815 91.4815 +5.3 5.3 93.2407 93.2407 +5.4 5.4 95 95 +5.5 5.5 96.7593 96.7593 +5.6 5.6 98.5185 98.5185 +5.7 5.7 100 100 +5.8 5.8 100 100 +5.9 5.9 100 100 +6 6 100 100 +6.1 6.1 100 100 +6.2 6.2 100 100 +6.3 6.3 100 100 +6.4 6.4 100 100 +6.5 6.5 100 100 +6.6 6.6 100 100 +6.7 6.7 100 100 +6.8 6.8 100 100 +6.9 6.9 100 100 +7 7 100 100 +7.1 7.1 100 100 +7.2 7.2 100 100 +7.3 7.3 100 100 +7.4 7.4 100 100 +7.5 7.5 100 100 +7.6 7.6 100 100 +7.7 7.7 100 100 +7.8 7.8 100 100 +7.9 7.9 100 100 +8 8 100 100 +8.1 8.1 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SNB_Dictionary + +{ +Unused Numerical Num0 ; +Unused Numerical Num1 ; +Unused Numerical Num2 ; +Unused Numerical Num3 ; +Unused Categorical Cat0 ; +Unused Categorical Cat1 ; +Unused Categorical Cat2 ; +Unused Categorical Cat3 ; +Unused Structure(DataGrid) VCat1 = DataGrid(ValueSetC("C0", "C1", "C10", "C11", "C12", "C13", "C14", "C15", "C16", "C17", "C18", "C19", "C2", "C3", "C4", "C5", "C6", "C7", "C8", "C9"), Frequencies(25, 35, 17, 30, 24, 36, 28, 26, 19, 37, 25, 17, 34, 26, 26, 25, 23, 28, 17, 27)) ; +Unused Structure(DataGrid) PNum3 = DataGrid(IntervalBounds(-0.5, 0.5, 1.5, 2.5, 3.5, 4.5, 5.5, 6.5, 7.5, 8.5), ValueGroups(ValueGroup("C17", " * "), ValueGroup("C1"), ValueGroup("C2"), ValueGroup("C7"), ValueGroup("C9"), ValueGroup("C3"), ValueGroup("C4"), ValueGroup("C0"), ValueGroup("C5"), ValueGroup("C6"), ValueGroup("C8")), Frequencies(259, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 35, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 34, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 28, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 27, 0, 0, 0, 0, 26, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 26, 0, 0, 0, 0, 0, 0, 25, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 25, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 23, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 17, 0)) ; // DataGrid(Num3, Cat1) +Unused Structure(DataGrid) PCat2 = DataGrid(ValueGroups(ValueGroup("C-1"), ValueGroup("C17"), ValueGroup("C13"), ValueGroup("C10", "C19", " * "), ValueGroup("C11"), ValueGroup("C14"), ValueGroup("C15"), ValueGroup("C18"), ValueGroup("C12"), ValueGroup("C16")), ValueGroups(ValueGroup("C1", " * "), ValueGroup("C17"), ValueGroup("C13"), ValueGroup("C10", "C19"), ValueGroup("C11"), ValueGroup("C14"), ValueGroup("C15"), ValueGroup("C18"), ValueGroup("C12"), ValueGroup("C16")), Frequencies(266, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 37, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 36, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 34, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 30, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 28, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 26, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 25, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 24, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 19)) ; // DataGrid(Cat2, Cat1) +Unused Structure(DataGrid) `PNum0``Num1` = DataGrid(IntervalBounds(0.5, 1.5, 2.5, 3.5, 4.5, 5.5, 6.5, 7.5, 8.5, 9.5, 10.5, 11.5, 12.5, 13.5, 14.5, 15.5, 16.5, 17.5, 18.5), ValueSetC("C0", "C1", "C10", "C11", "C12", "C13", "C14", "C15", "C16", "C17", "C18", "C19", "C2", "C3", "C4", "C5", "C6", "C7", "C8", "C9"), Frequencies(25, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 35, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 17, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 30, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 24, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 36, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 28, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 26, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 19, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 37, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 25, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 17, 0, 0, 34, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 26, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 26, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 25, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 23, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 28, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 17, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 27, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0)) ; // DataGrid(Num1, Target) +Unused Structure(Classifier) SNBCat1 = SNBClassifier(Vector(0.1220703125, 0.1259765625, 0.4853515625), DataGridStats(PNum3, Num3), DataGridStats(PCat2, Cat2), DataGridStats(`PNum0``Num1`, Num1), VCat1) ; + Categorical PredictedCat1 = TargetValue(SNBCat1) ; +Unused Numerical ScoreCat1 = TargetProb(SNBCat1) ; + Numerical ProbCat1C0 = TargetProbAt(SNBCat1, "C0") ; + Numerical ProbCat1C1 = TargetProbAt(SNBCat1, "C1") ; + Numerical ProbCat1C10 = TargetProbAt(SNBCat1, "C10") ; + Numerical ProbCat1C11 = TargetProbAt(SNBCat1, "C11") ; + Numerical ProbCat1C12 = TargetProbAt(SNBCat1, "C12") ; + Numerical ProbCat1C13 = TargetProbAt(SNBCat1, "C13") ; + Numerical ProbCat1C14 = TargetProbAt(SNBCat1, "C14") ; + Numerical ProbCat1C15 = TargetProbAt(SNBCat1, "C15") ; + Numerical ProbCat1C16 = TargetProbAt(SNBCat1, "C16") ; + Numerical ProbCat1C17 = TargetProbAt(SNBCat1, "C17") ; + Numerical ProbCat1C18 = TargetProbAt(SNBCat1, "C18") ; + Numerical ProbCat1C19 = TargetProbAt(SNBCat1, "C19") ; + Numerical ProbCat1C2 = TargetProbAt(SNBCat1, "C2") ; + Numerical ProbCat1C3 = TargetProbAt(SNBCat1, "C3") ; + Numerical ProbCat1C4 = TargetProbAt(SNBCat1, "C4") ; + Numerical ProbCat1C5 = TargetProbAt(SNBCat1, "C5") ; + Numerical ProbCat1C6 = TargetProbAt(SNBCat1, "C6") ; + Numerical ProbCat1C7 = TargetProbAt(SNBCat1, "C7") ; + Numerical ProbCat1C8 = TargetProbAt(SNBCat1, "C8") ; + Numerical ProbCat1C9 = TargetProbAt(SNBCat1, "C9") ; +}; diff --git a/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/CG_ModelingReport.xls b/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/CG_ModelingReport.xls new file mode 100644 index 000000000..d87abe2dc --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/CG_ModelingReport.xls @@ -0,0 +1,30 @@ +#Khiops 10.1.5 +Modeling report + +Dictionary Dictionary +Target variable Cat1 +Database ./Dataset.txt +Sample percentage 50 +Sampling mode Include sample +Selection variable +Selection value + + +Trained predictors + +Predictor Variables +Selective Naive Bayes 3 + + +-------------------------------------------------------------------------------- + +Trained predictors details + + +Predictor Selective Naive Bayes + +Selected variables +Prepared name Name Level Weight Importance +PNum0`Num1 Num0`Num1 0.618003 0.485352 0.547676 +PCat2 Cat2 0.424233 0.125977 0.231178 +PNum3 Num3 0.431351 0.12207 0.229467 diff --git a/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/CG_Preparation2DReport.xls b/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/CG_Preparation2DReport.xls new file mode 100644 index 000000000..8653d93ac --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/CG_Preparation2DReport.xls @@ -0,0 +1,407 @@ +#Khiops 10.1.5 +Descriptive statistics + + +Problem description +Short description + +Dictionary Dictionary +Variables + Categorical 4 + Numerical 4 + Total 8 + +Database ./Dataset.txt +Sample percentage 50 +Sampling mode Include sample +Selection variable +Selection value +Instances 525 + +Learning task Classification analysis + +Target variable Categorical Cat1 + +Target variable stats +Value Frequency Coverage +C0 25 0.047619 +C1 35 0.0666667 +C10 17 0.032381 +C11 30 0.0571429 +C12 24 0.0457143 +C13 36 0.0685714 +C14 28 0.0533333 +C15 26 0.0495238 +C16 19 0.0361905 +C17 37 0.0704762 +C18 25 0.047619 +C19 17 0.032381 +C2 34 0.0647619 +C3 26 0.0495238 +C4 26 0.0495238 +C5 25 0.047619 +C6 23 0.0438095 +C7 28 0.0533333 +C8 17 0.032381 +C9 27 0.0514286 + +Evaluated variable pairs 21 +Informative variable pairs 1 + + +Variables pairs statistics + +Rank Name 1 Name 2 DeltaLevel Level Level 1 Level 2 Variables Parts 1 Parts 2 Cells Constr. cost Prep. cost Data cost +R01 Num0 Num1 0.0188548 0.618003 0 0.599148 1 1 20 20 5.77111 602.844 0 +R02 Cat0 Num0 -0.02606 0.0254355 0.0514954 0 1 10 1 10 5.77111 549.881 997.069 +R03 Num0 Num2 -0.0279341 0.392564 0 0.420498 1 1 11 11 5.77111 375.909 586.114 +R04 Cat2 Num0 -0.0284214 0.395811 0.424233 0 1 11 1 11 5.77111 370.735 586.114 +R05 Cat3 Num0 -0.0291616 0.405316 0.434478 0 1 11 1 11 5.77111 375.789 565.918 +R06 Num0 Num3 -0.0292821 0.402069 0 0.431351 1 1 11 11 5.77111 380.962 565.918 +R07 Cat0 Num1 -0.0499351 0.600708 0.0514954 0.599148 1 1 20 20 5.77111 630.398 0 +R08 Cat0 Num2 -0.0801913 0.391802 0.0514954 0.420498 1 1 11 11 5.77111 377.122 586.114 +R09 Cat0 Cat2 -0.0803748 0.395353 0.0514954 0.424233 1 1 11 11 5.77111 371.465 586.114 +R10 Cat0 Cat3 -0.0811149 0.404858 0.0514954 0.434478 1 1 11 11 5.77111 376.518 565.918 +R11 Cat0 Num3 -0.0815392 0.401307 0.0514954 0.431351 1 1 11 11 5.77111 382.176 565.918 +R12 Num2 Num3 -0.245205 0.606644 0.420498 0.431351 2 11 10 20 7.71702 618.996 0 +R13 Cat3 Num2 -0.245795 0.609181 0.434478 0.420498 2 10 11 20 7.71702 614.954 0 +R14 Cat2 Cat3 -0.246282 0.612428 0.424233 0.434478 2 11 10 20 7.71702 609.78 0 +R15 Cat2 Num3 -0.246403 0.609181 0.424233 0.431351 2 10 11 20 7.71702 614.954 0 +R16 Num1 Num2 -0.401643 0.618003 0.599148 0.420498 1 20 1 20 5.77111 602.844 0 +R17 Cat2 Num1 -0.405378 0.618003 0.424233 0.599148 1 1 20 20 5.77111 602.844 0 +R18 Num1 Num3 -0.412496 0.618003 0.599148 0.431351 1 20 1 20 5.77111 602.844 0 +R19 Cat3 Num1 -0.415623 0.618003 0.434478 0.599148 1 1 20 20 5.77111 602.844 0 +R20 Cat2 Num2 -0.44892 0.395811 0.424233 0.420498 1 11 1 11 5.77111 370.735 586.114 +R21 Cat3 Num3 -0.460512 0.405316 0.434478 0.431351 1 11 1 11 5.77111 375.789 565.918 + + +-------------------------------------------------------------------------------- + +Variables pairs detailed statistics +(Pairs with two jointly informative variables) + + +Rank R01 +Variable Numerical Num1 + +% target values +Interval C0 C1 C10 C11 C12 C13 C14 C15 C16 C17 C18 C19 C2 C3 C4 C5 C6 C7 C8 C9 Interest Frequency Coverage +]-inf;0.5] 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0488111 25 0.047619 +]0.5;1.5] 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0607833 35 0.0666667 +]1.5;2.5] 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0.0596787 34 0.0647619 +]2.5;3.5] 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0.0501096 26 0.0495238 +]3.5;4.5] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0.0501096 26 0.0495238 +]4.5;5.5] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0.0488111 25 0.047619 +]5.5;6.5] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0.0461361 23 0.0438095 +]6.5;7.5] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0.0526335 28 0.0533333 +]7.5;8.5] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0.0373961 17 0.032381 +]8.5;9.5] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0.0513834 27 0.0514286 +]9.5;10.5] 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0373961 17 0.032381 +]10.5;11.5] 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0550657 30 0.0571429 +]11.5;12.5] 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.047487 24 0.0457143 +]12.5;13.5] 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0618696 36 0.0685714 +]13.5;14.5] 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0526335 28 0.0533333 +]14.5;15.5] 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0.0501096 26 0.0495238 +]15.5;16.5] 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0.0404404 19 0.0361905 +]16.5;17.5] 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0.0629381 37 0.0704762 +]17.5;18.5] 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0.0488111 25 0.047619 +]18.5;+inf[ 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0.0373961 17 0.032381 +Total 0.047619 0.0666667 0.032381 0.0571429 0.0457143 0.0685714 0.0533333 0.0495238 0.0361905 0.0704762 0.047619 0.032381 0.0647619 0.0495238 0.0495238 0.047619 0.0438095 0.0533333 0.032381 0.0514286 1 525 1 + +---------------------------------------------- +Rank R12 +Variables + Type Name + Numerical Num2 + Numerical Num3 + +Variables stats +Num2 +Interval Frequency Coverage +]-inf;4] 266 0.506667 +]4;10.5] 17 0.032381 +]10.5;11.5] 30 0.0571429 +]11.5;12.5] 24 0.0457143 +]12.5;13.5] 36 0.0685714 +]13.5;14.5] 28 0.0533333 +]14.5;15.5] 26 0.0495238 +]15.5;16.5] 19 0.0361905 +]16.5;17.5] 37 0.0704762 +]17.5;18.5] 25 0.047619 +]18.5;+inf[ 17 0.032381 +Num3 +Interval Frequency Coverage +]-inf;0.5] 284 0.540952 +]0.5;1.5] 35 0.0666667 +]1.5;2.5] 34 0.0647619 +]2.5;3.5] 26 0.0495238 +]3.5;4.5] 26 0.0495238 +]4.5;5.5] 25 0.047619 +]5.5;6.5] 23 0.0438095 +]6.5;7.5] 28 0.0533333 +]7.5;8.5] 17 0.032381 +]8.5;+inf[ 27 0.0514286 + +Cell frequencies + Num3 +Num2 ]-inf;0.5] ]0.5;1.5] ]1.5;2.5] ]2.5;3.5] ]3.5;4.5] ]4.5;5.5] ]5.5;6.5] ]6.5;7.5] ]7.5;8.5] ]8.5;+inf[ Total Coverage +]-inf;4] 25 35 34 26 26 25 23 28 17 27 266 0.506667 +]4;10.5] 17 0 0 0 0 0 0 0 0 0 17 0.032381 +]10.5;11.5] 30 0 0 0 0 0 0 0 0 0 30 0.0571429 +]11.5;12.5] 24 0 0 0 0 0 0 0 0 0 24 0.0457143 +]12.5;13.5] 36 0 0 0 0 0 0 0 0 0 36 0.0685714 +]13.5;14.5] 28 0 0 0 0 0 0 0 0 0 28 0.0533333 +]14.5;15.5] 26 0 0 0 0 0 0 0 0 0 26 0.0495238 +]15.5;16.5] 19 0 0 0 0 0 0 0 0 0 19 0.0361905 +]16.5;17.5] 37 0 0 0 0 0 0 0 0 0 37 0.0704762 +]17.5;18.5] 25 0 0 0 0 0 0 0 0 0 25 0.047619 +]18.5;+inf[ 17 0 0 0 0 0 0 0 0 0 17 0.032381 +Total 284 35 34 26 26 25 23 28 17 27 525 +Coverage 0.540952 0.0666667 0.0647619 0.0495238 0.0495238 0.047619 0.0438095 0.0533333 0.032381 0.0514286 + +Cells 20 +Cell Id Num2 Num3 C0 C1 C10 C11 C12 C13 C14 C15 C16 C17 C18 C19 C2 C3 C4 C5 C6 C7 C8 C9 Interest Frequency Coverage +C9 ]16.5;17.5] ]-inf;0.5] 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0.0629381 37 0.0704762 +C5 ]12.5;13.5] ]-inf;0.5] 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0618696 36 0.0685714 +C12 ]-inf;4] ]0.5;1.5] 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0607833 35 0.0666667 +C23 ]-inf;4] ]1.5;2.5] 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0.0596787 34 0.0647619 +C3 ]10.5;11.5] ]-inf;0.5] 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0550657 30 0.0571429 +C78 ]-inf;4] ]6.5;7.5] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0.0526335 28 0.0533333 +C6 ]13.5;14.5] ]-inf;0.5] 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0526335 28 0.0533333 +C100 ]-inf;4] ]8.5;+inf[ 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0.0513834 27 0.0514286 +C34 ]-inf;4] ]2.5;3.5] 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0.0501096 26 0.0495238 +C45 ]-inf;4] ]3.5;4.5] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0.0501096 26 0.0495238 +C7 ]14.5;15.5] ]-inf;0.5] 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0.0501096 26 0.0495238 +C1 ]-inf;4] ]-inf;0.5] 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0488111 25 0.047619 +C56 ]-inf;4] ]4.5;5.5] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0.0488111 25 0.047619 +C10 ]17.5;18.5] ]-inf;0.5] 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0.0488111 25 0.047619 +C4 ]11.5;12.5] ]-inf;0.5] 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.047487 24 0.0457143 +C67 ]-inf;4] ]5.5;6.5] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0.0461361 23 0.0438095 +C8 ]15.5;16.5] ]-inf;0.5] 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0.0404404 19 0.0361905 +C89 ]-inf;4] ]7.5;8.5] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0.0373961 17 0.032381 +C2 ]4;10.5] ]-inf;0.5] 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0373961 17 0.032381 +C11 ]18.5;+inf[ ]-inf;0.5] 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0.0373961 17 0.032381 + Total 0.047619 0.0666667 0.032381 0.0571429 0.0457143 0.0685714 0.0533333 0.0495238 0.0361905 0.0704762 0.047619 0.032381 0.0647619 0.0495238 0.0495238 0.047619 0.0438095 0.0533333 0.032381 0.0514286 1 525 1 + +---------------------------------------------- +Rank R13 +Variables + Type Name + Categorical Cat3 + Numerical Num2 + +Variables stats +Cat3 +Group Frequency Coverage Size Value list +{C-1, C2} 293 0.558095 2 C-1 C2 +{C1} 35 0.0666667 1 C1 +{C7} 28 0.0533333 1 C7 +{C9} 27 0.0514286 1 C9 +{C3} 26 0.0495238 1 C3 +{C4} 26 0.0495238 1 C4 +{C0} 25 0.047619 1 C0 +{C5} 25 0.047619 1 C5 +{C6} 23 0.0438095 1 C6 +{C8} 17 0.032381 1 C8 * +Num2 +Interval Frequency Coverage +]-inf;4] 266 0.506667 +]4;10.5] 17 0.032381 +]10.5;11.5] 30 0.0571429 +]11.5;12.5] 24 0.0457143 +]12.5;13.5] 36 0.0685714 +]13.5;14.5] 28 0.0533333 +]14.5;15.5] 26 0.0495238 +]15.5;16.5] 19 0.0361905 +]16.5;17.5] 37 0.0704762 +]17.5;18.5] 25 0.047619 +]18.5;+inf[ 17 0.032381 + +Cell frequencies + Num2 +Cat3 ]-inf;4] ]4;10.5] ]10.5;11.5] ]11.5;12.5] ]12.5;13.5] ]13.5;14.5] ]14.5;15.5] ]15.5;16.5] ]16.5;17.5] ]17.5;18.5] ]18.5;+inf[ Total Coverage +{C-1, C2} 34 17 30 24 36 28 26 19 37 25 17 293 0.558095 +{C1} 35 0 0 0 0 0 0 0 0 0 0 35 0.0666667 +{C7} 28 0 0 0 0 0 0 0 0 0 0 28 0.0533333 +{C9} 27 0 0 0 0 0 0 0 0 0 0 27 0.0514286 +{C3} 26 0 0 0 0 0 0 0 0 0 0 26 0.0495238 +{C4} 26 0 0 0 0 0 0 0 0 0 0 26 0.0495238 +{C0} 25 0 0 0 0 0 0 0 0 0 0 25 0.047619 +{C5} 25 0 0 0 0 0 0 0 0 0 0 25 0.047619 +{C6} 23 0 0 0 0 0 0 0 0 0 0 23 0.0438095 +{C8} 17 0 0 0 0 0 0 0 0 0 0 17 0.032381 +Total 266 17 30 24 36 28 26 19 37 25 17 525 +Coverage 0.506667 0.032381 0.0571429 0.0457143 0.0685714 0.0533333 0.0495238 0.0361905 0.0704762 0.047619 0.032381 + +Cells 20 +Cell Id Cat3 Num2 C0 C1 C10 C11 C12 C13 C14 C15 C16 C17 C18 C19 C2 C3 C4 C5 C6 C7 C8 C9 Interest Frequency Coverage +C81 {C-1, C2} ]16.5;17.5] 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0.0629381 37 0.0704762 +C41 {C-1, C2} ]12.5;13.5] 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0618696 36 0.0685714 +C2 {C1} ]-inf;4] 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0607833 35 0.0666667 +C1 {C-1, C2} ]-inf;4] 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0.0596787 34 0.0647619 +C21 {C-1, C2} ]10.5;11.5] 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0550657 30 0.0571429 +C51 {C-1, C2} ]13.5;14.5] 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0526335 28 0.0533333 +C3 {C7} ]-inf;4] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0.0526335 28 0.0533333 +C4 {C9} ]-inf;4] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0.0513834 27 0.0514286 +C61 {C-1, C2} ]14.5;15.5] 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0.0501096 26 0.0495238 +C5 {C3} ]-inf;4] 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0.0501096 26 0.0495238 +C6 {C4} ]-inf;4] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0.0501096 26 0.0495238 +C91 {C-1, C2} ]17.5;18.5] 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0.0488111 25 0.047619 +C7 {C0} ]-inf;4] 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0488111 25 0.047619 +C8 {C5} ]-inf;4] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0.0488111 25 0.047619 +C31 {C-1, C2} ]11.5;12.5] 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.047487 24 0.0457143 +C9 {C6} ]-inf;4] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0.0461361 23 0.0438095 +C71 {C-1, C2} ]15.5;16.5] 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0.0404404 19 0.0361905 +C11 {C-1, C2} ]4;10.5] 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0373961 17 0.032381 +C101 {C-1, C2} ]18.5;+inf[ 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0.0373961 17 0.032381 +C10 {C8} ]-inf;4] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0.0373961 17 0.032381 + Total 0.047619 0.0666667 0.032381 0.0571429 0.0457143 0.0685714 0.0533333 0.0495238 0.0361905 0.0704762 0.047619 0.032381 0.0647619 0.0495238 0.0495238 0.047619 0.0438095 0.0533333 0.032381 0.0514286 1 525 1 + +---------------------------------------------- +Rank R14 +Variables + Type Name + Categorical Cat2 + Categorical Cat3 + +Variables stats +Cat2 +Group Frequency Coverage Size Value list +{C-1} 266 0.506667 1 C-1 +{C17} 37 0.0704762 1 C17 +{C13} 36 0.0685714 1 C13 +{C11} 30 0.0571429 1 C11 +{C14} 28 0.0533333 1 C14 +{C15} 26 0.0495238 1 C15 +{C18} 25 0.047619 1 C18 +{C12} 24 0.0457143 1 C12 +{C16} 19 0.0361905 1 C16 +{C10} 17 0.032381 1 C10 +{C19} 17 0.032381 1 C19 * +Cat3 +Group Frequency Coverage Size Value list +{C-1, C1} 294 0.56 2 C-1 C1 +{C2} 34 0.0647619 1 C2 +{C7} 28 0.0533333 1 C7 +{C9} 27 0.0514286 1 C9 +{C3} 26 0.0495238 1 C3 +{C4} 26 0.0495238 1 C4 +{C0} 25 0.047619 1 C0 +{C5} 25 0.047619 1 C5 +{C6} 23 0.0438095 1 C6 +{C8} 17 0.032381 1 C8 * + +Cell frequencies + Cat3 +Cat2 {C-1, C1} {C2} {C7} {C9} {C3} {C4} {C0} {C5} {C6} {C8} Total Coverage +{C-1} 35 34 28 27 26 26 25 25 23 17 266 0.506667 +{C17} 37 0 0 0 0 0 0 0 0 0 37 0.0704762 +{C13} 36 0 0 0 0 0 0 0 0 0 36 0.0685714 +{C11} 30 0 0 0 0 0 0 0 0 0 30 0.0571429 +{C14} 28 0 0 0 0 0 0 0 0 0 28 0.0533333 +{C15} 26 0 0 0 0 0 0 0 0 0 26 0.0495238 +{C18} 25 0 0 0 0 0 0 0 0 0 25 0.047619 +{C12} 24 0 0 0 0 0 0 0 0 0 24 0.0457143 +{C16} 19 0 0 0 0 0 0 0 0 0 19 0.0361905 +{C10} 17 0 0 0 0 0 0 0 0 0 17 0.032381 +{C19} 17 0 0 0 0 0 0 0 0 0 17 0.032381 +Total 294 34 28 27 26 26 25 25 23 17 525 +Coverage 0.56 0.0647619 0.0533333 0.0514286 0.0495238 0.0495238 0.047619 0.047619 0.0438095 0.032381 + +Cells 20 +Cell Id Cat2 Cat3 C0 C1 C10 C11 C12 C13 C14 C15 C16 C17 C18 C19 C2 C3 C4 C5 C6 C7 C8 C9 Interest Frequency Coverage +C2 {C17} {C-1, C1} 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0.0629381 37 0.0704762 +C3 {C13} {C-1, C1} 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0618696 36 0.0685714 +C1 {C-1} {C-1, C1} 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0607833 35 0.0666667 +C12 {C-1} {C2} 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0.0596787 34 0.0647619 +C4 {C11} {C-1, C1} 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0550657 30 0.0571429 +C23 {C-1} {C7} 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0.0526335 28 0.0533333 +C5 {C14} {C-1, C1} 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0526335 28 0.0533333 +C34 {C-1} {C9} 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0.0513834 27 0.0514286 +C45 {C-1} {C3} 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0.0501096 26 0.0495238 +C56 {C-1} {C4} 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0.0501096 26 0.0495238 +C6 {C15} {C-1, C1} 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0.0501096 26 0.0495238 +C67 {C-1} {C0} 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0488111 25 0.047619 +C78 {C-1} {C5} 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0.0488111 25 0.047619 +C7 {C18} {C-1, C1} 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0.0488111 25 0.047619 +C8 {C12} {C-1, C1} 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.047487 24 0.0457143 +C89 {C-1} {C6} 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0.0461361 23 0.0438095 +C9 {C16} {C-1, C1} 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0.0404404 19 0.0361905 +C100 {C-1} {C8} 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0.0373961 17 0.032381 +C10 {C10} {C-1, C1} 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0373961 17 0.032381 +C11 {C19} {C-1, C1} 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0.0373961 17 0.032381 + Total 0.047619 0.0666667 0.032381 0.0571429 0.0457143 0.0685714 0.0533333 0.0495238 0.0361905 0.0704762 0.047619 0.032381 0.0647619 0.0495238 0.0495238 0.047619 0.0438095 0.0533333 0.032381 0.0514286 1 525 1 + +---------------------------------------------- +Rank R15 +Variables + Type Name + Categorical Cat2 + Numerical Num3 + +Variables stats +Cat2 +Group Frequency Coverage Size Value list +{C-1, C14} 294 0.56 2 C-1 C14 +{C17} 37 0.0704762 1 C17 +{C13} 36 0.0685714 1 C13 +{C11} 30 0.0571429 1 C11 +{C15} 26 0.0495238 1 C15 +{C18} 25 0.047619 1 C18 +{C12} 24 0.0457143 1 C12 +{C16} 19 0.0361905 1 C16 +{C10} 17 0.032381 1 C10 +{C19} 17 0.032381 1 C19 * +Num3 +Interval Frequency Coverage +]-inf;-0.5] 259 0.493333 +]-0.5;0.5] 25 0.047619 +]0.5;1.5] 35 0.0666667 +]1.5;2.5] 34 0.0647619 +]2.5;3.5] 26 0.0495238 +]3.5;4.5] 26 0.0495238 +]4.5;5.5] 25 0.047619 +]5.5;6.5] 23 0.0438095 +]6.5;7.5] 28 0.0533333 +]7.5;8.5] 17 0.032381 +]8.5;+inf[ 27 0.0514286 + +Cell frequencies + Num3 +Cat2 ]-inf;-0.5] ]-0.5;0.5] ]0.5;1.5] ]1.5;2.5] ]2.5;3.5] ]3.5;4.5] ]4.5;5.5] ]5.5;6.5] ]6.5;7.5] ]7.5;8.5] ]8.5;+inf[ Total Coverage +{C-1, C14} 28 25 35 34 26 26 25 23 28 17 27 294 0.56 +{C17} 37 0 0 0 0 0 0 0 0 0 0 37 0.0704762 +{C13} 36 0 0 0 0 0 0 0 0 0 0 36 0.0685714 +{C11} 30 0 0 0 0 0 0 0 0 0 0 30 0.0571429 +{C15} 26 0 0 0 0 0 0 0 0 0 0 26 0.0495238 +{C18} 25 0 0 0 0 0 0 0 0 0 0 25 0.047619 +{C12} 24 0 0 0 0 0 0 0 0 0 0 24 0.0457143 +{C16} 19 0 0 0 0 0 0 0 0 0 0 19 0.0361905 +{C10} 17 0 0 0 0 0 0 0 0 0 0 17 0.032381 +{C19} 17 0 0 0 0 0 0 0 0 0 0 17 0.032381 +Total 259 25 35 34 26 26 25 23 28 17 27 525 +Coverage 0.493333 0.047619 0.0666667 0.0647619 0.0495238 0.0495238 0.047619 0.0438095 0.0533333 0.032381 0.0514286 + +Cells 20 +Cell Id Cat2 Num3 C0 C1 C10 C11 C12 C13 C14 C15 C16 C17 C18 C19 C2 C3 C4 C5 C6 C7 C8 C9 Interest Frequency Coverage +C2 {C17} ]-inf;-0.5] 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0.0629381 37 0.0704762 +C3 {C13} ]-inf;-0.5] 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0618696 36 0.0685714 +C21 {C-1, C14} ]0.5;1.5] 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0607833 35 0.0666667 +C31 {C-1, C14} ]1.5;2.5] 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0.0596787 34 0.0647619 +C4 {C11} ]-inf;-0.5] 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0550657 30 0.0571429 +C1 {C-1, C14} ]-inf;-0.5] 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0526335 28 0.0533333 +C81 {C-1, C14} ]6.5;7.5] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0.0526335 28 0.0533333 +C101 {C-1, C14} ]8.5;+inf[ 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0.0513834 27 0.0514286 +C41 {C-1, C14} ]2.5;3.5] 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0.0501096 26 0.0495238 +C51 {C-1, C14} ]3.5;4.5] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0.0501096 26 0.0495238 +C5 {C15} ]-inf;-0.5] 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0.0501096 26 0.0495238 +C11 {C-1, C14} ]-0.5;0.5] 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0488111 25 0.047619 +C61 {C-1, C14} ]4.5;5.5] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0.0488111 25 0.047619 +C6 {C18} ]-inf;-0.5] 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0.0488111 25 0.047619 +C7 {C12} ]-inf;-0.5] 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.047487 24 0.0457143 +C71 {C-1, C14} ]5.5;6.5] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0.0461361 23 0.0438095 +C8 {C16} ]-inf;-0.5] 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0.0404404 19 0.0361905 +C91 {C-1, C14} ]7.5;8.5] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0.0373961 17 0.032381 +C9 {C10} ]-inf;-0.5] 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0373961 17 0.032381 +C10 {C19} ]-inf;-0.5] 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0.0373961 17 0.032381 + Total 0.047619 0.0666667 0.032381 0.0571429 0.0457143 0.0685714 0.0533333 0.0495238 0.0361905 0.0704762 0.047619 0.032381 0.0647619 0.0495238 0.0495238 0.047619 0.0438095 0.0533333 0.032381 0.0514286 1 525 1 diff --git a/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/CG_PreparationReport.xls b/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/CG_PreparationReport.xls new file mode 100644 index 000000000..81d0f65ee --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/CG_PreparationReport.xls @@ -0,0 +1,452 @@ +#Khiops 10.1.5 +Descriptive statistics + + +Problem description +Short description + +Dictionary Dictionary +Variables + Categorical 4 + Numerical 4 + Total 8 + +Database ./Dataset.txt +Sample percentage 50 +Sampling mode Include sample +Selection variable +Selection value +Instances 525 + +Learning task Classification analysis + +Target variable Categorical Cat1 + +Target variable stats +Value Frequency Coverage +C0 25 0.047619 +C1 35 0.0666667 +C10 17 0.032381 +C11 30 0.0571429 +C12 24 0.0457143 +C13 36 0.0685714 +C14 28 0.0533333 +C15 26 0.0495238 +C16 19 0.0361905 +C17 37 0.0704762 +C18 25 0.047619 +C19 17 0.032381 +C2 34 0.0647619 +C3 26 0.0495238 +C4 26 0.0495238 +C5 25 0.047619 +C6 23 0.0438095 +C7 28 0.0533333 +C8 17 0.032381 +C9 27 0.0514286 + +Evaluated variables 7 +Informative variables 6 + +Max number of constructed variables 0 +Max number of trees 0 +Max number of variable pairs 100 +Discretization MODL +Value grouping MODL + +Null model + Constr. cost 0.693147 + Prep. cost 80.0222 + Data cost 1512.53 + + +Categorical variables statistics + +Rank Name Level Target groups Groups Values Mode Mode coverage Constr. cost Prep. cost Data cost +R2 Cat3 0.434478 11 11 11 C-1 0.493333 2.77259 332.326 565.918 +R4 Cat2 0.424233 10 10 11 C-1 0.506667 2.77259 306.881 607.685 +R6 Cat0 0.0514954 7 8 404 C231 0.00952381 2.77259 431.531 1076.9 + + +Numerical variables statistics + +Rank Name Level Target groups Intervals Values Min Max Mean Std dev Missing number Constr. cost Prep. cost Data cost +R1 Num1 0.599148 15 15 20 0 19 9.27047619 5.823367113 0 2.77259 494.139 141.743 +R3 Num3 0.431351 11 11 11 -1 9 1.645714286 3.31176916 0 2.77259 337.307 565.918 +R5 Num2 0.420498 11 11 11 -1 19 6.624761905 7.955480662 0 2.77259 334.401 586.114 +R7 Num0 0 1 1 404 1 996 498.9847619 289.4370953 0 0.693147 80.0222 1512.53 + + +-------------------------------------------------------------------------------- + +Variables detailed statistics + + +Rank R1 +Variable Numerical Num1 + +% target values +Interval {C5, C6} {C11, C10} {C15, C16} {C9, C8} {C18, C19} {C17} {C13} {C1} {C2} {C14} {C7} {C3} {C4} {C0} {C12} Interest Frequency Coverage +]-inf;0.5] 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0.0540956 25 0.047619 +]0.5;1.5] 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0.067364 35 0.0666667 +]1.5;2.5] 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0.0661398 34 0.0647619 +]2.5;3.5] 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0.0555347 26 0.0495238 +]3.5;4.5] 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0.0555347 26 0.0495238 +]4.5;6.5] 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0816096 48 0.0914286 +]6.5;7.5] 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0.0583318 28 0.0533333 +]7.5;9.5] 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0.0775298 44 0.0838095 +]9.5;11.5] 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0806127 47 0.0895238 +]11.5;12.5] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0.0526281 24 0.0457143 +]12.5;13.5] 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0.0685679 36 0.0685714 +]13.5;14.5] 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0.0583318 28 0.0533333 +]14.5;16.5] 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0.0785731 45 0.0857143 +]16.5;17.5] 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0.069752 37 0.0704762 +]17.5;+inf[ 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0.0753944 42 0.08 +Total 0.0914286 0.0895238 0.0857143 0.0838095 0.08 0.0704762 0.0685714 0.0666667 0.0647619 0.0533333 0.0533333 0.0495238 0.0495238 0.047619 0.0457143 1 525 1 + +Target variable stats +Group Frequency Coverage Size Value list +{C5, C6} 48 0.0914286 2 C5 C6 +{C11, C10} 47 0.0895238 2 C11 C10 +{C15, C16} 45 0.0857143 2 C15 C16 +{C9, C8} 44 0.0838095 2 C9 C8 * +{C18, C19} 42 0.08 2 C18 C19 +{C17} 37 0.0704762 1 C17 +{C13} 36 0.0685714 1 C13 +{C1} 35 0.0666667 1 C1 +{C2} 34 0.0647619 1 C2 +{C14} 28 0.0533333 1 C14 +{C7} 28 0.0533333 1 C7 +{C3} 26 0.0495238 1 C3 +{C4} 26 0.0495238 1 C4 +{C0} 25 0.047619 1 C0 +{C12} 24 0.0457143 1 C12 + +---------------------------------------------- +Rank R2 +Variable Categorical Cat3 + +Variable stats +Group Size Value list +{C-1} 1 C-1 +{C1} 1 C1 +{C2} 1 C2 +{C7} 1 C7 +{C9} 1 C9 +{C3} 1 C3 +{C4} 1 C4 +{C0} 1 C0 +{C5} 1 C5 +{C6} 1 C6 +{C8} 1 C8 * + +% target values +Group {C17} {C1} {C2} {C7} {C9} {C3} {C4} {C0} {C5} {C6} {C8} Interest Frequency Coverage +{C-1} 1 0 0 0 0 0 0 0 0 0 0 0.188313 259 0.493333 +{C1} 0 1 0 0 0 0 0 0 0 0 0 0.0975325 35 0.0666667 +{C2} 0 0 1 0 0 0 0 0 0 0 0 0.09576 34 0.0647619 +{C7} 0 0 0 1 0 0 0 0 0 0 0 0.0844553 28 0.0533333 +{C9} 0 0 0 0 1 0 0 0 0 0 0 0.0824495 27 0.0514286 +{C3} 0 0 0 0 0 1 0 0 0 0 0 0.0804055 26 0.0495238 +{C4} 0 0 0 0 0 0 1 0 0 0 0 0.0804055 26 0.0495238 +{C0} 0 0 0 0 0 0 0 1 0 0 0 0.078322 25 0.047619 +{C5} 0 0 0 0 0 0 0 0 1 0 0 0.078322 25 0.047619 +{C6} 0 0 0 0 0 0 0 0 0 1 0 0.0740296 23 0.0438095 +{C8} 0 0 0 0 0 0 0 0 0 0 1 0.0600055 17 0.032381 +Total 0.493333 0.0666667 0.0647619 0.0533333 0.0514286 0.0495238 0.0495238 0.047619 0.047619 0.0438095 0.032381 1 525 1 + +Target variable stats +Group Frequency Coverage Size Value list +{C17} 259 0.493333 10 C17 * +{C1} 35 0.0666667 1 C1 +{C2} 34 0.0647619 1 C2 +{C7} 28 0.0533333 1 C7 +{C9} 27 0.0514286 1 C9 +{C3} 26 0.0495238 1 C3 +{C4} 26 0.0495238 1 C4 +{C0} 25 0.047619 1 C0 +{C5} 25 0.047619 1 C5 +{C6} 23 0.0438095 1 C6 +{C8} 17 0.032381 1 C8 + +Values +Value Frequency Coverage +C-1 259 0.493333 +C1 35 0.0666667 +C2 34 0.0647619 +C7 28 0.0533333 +C9 27 0.0514286 +C3 26 0.0495238 +C4 26 0.0495238 +C0 25 0.047619 +C5 25 0.047619 +C6 23 0.0438095 +C8 17 0.032381 + +---------------------------------------------- +Rank R3 +Variable Numerical Num3 + +% target values +Interval {C17} {C1} {C2} {C7} {C9} {C3} {C4} {C0} {C5} {C6} {C8} Interest Frequency Coverage +]-inf;-0.5] 1 0 0 0 0 0 0 0 0 0 0 0.188313 259 0.493333 +]-0.5;0.5] 0 0 0 0 0 0 0 1 0 0 0 0.078322 25 0.047619 +]0.5;1.5] 0 1 0 0 0 0 0 0 0 0 0 0.0975325 35 0.0666667 +]1.5;2.5] 0 0 1 0 0 0 0 0 0 0 0 0.09576 34 0.0647619 +]2.5;3.5] 0 0 0 0 0 1 0 0 0 0 0 0.0804055 26 0.0495238 +]3.5;4.5] 0 0 0 0 0 0 1 0 0 0 0 0.0804055 26 0.0495238 +]4.5;5.5] 0 0 0 0 0 0 0 0 1 0 0 0.078322 25 0.047619 +]5.5;6.5] 0 0 0 0 0 0 0 0 0 1 0 0.0740296 23 0.0438095 +]6.5;7.5] 0 0 0 1 0 0 0 0 0 0 0 0.0844553 28 0.0533333 +]7.5;8.5] 0 0 0 0 0 0 0 0 0 0 1 0.0600055 17 0.032381 +]8.5;+inf[ 0 0 0 0 1 0 0 0 0 0 0 0.0824495 27 0.0514286 +Total 0.493333 0.0666667 0.0647619 0.0533333 0.0514286 0.0495238 0.0495238 0.047619 0.047619 0.0438095 0.032381 1 525 1 + +Target variable stats +Group Frequency Coverage Size Value list +{C17} 259 0.493333 10 C17 * +{C1} 35 0.0666667 1 C1 +{C2} 34 0.0647619 1 C2 +{C7} 28 0.0533333 1 C7 +{C9} 27 0.0514286 1 C9 +{C3} 26 0.0495238 1 C3 +{C4} 26 0.0495238 1 C4 +{C0} 25 0.047619 1 C0 +{C5} 25 0.047619 1 C5 +{C6} 23 0.0438095 1 C6 +{C8} 17 0.032381 1 C8 + +---------------------------------------------- +Rank R4 +Variable Categorical Cat2 + +Variable stats +Group Size Value list +{C-1} 1 C-1 +{C17} 1 C17 +{C13} 1 C13 +{C10, C19} 2 C10 C19 * +{C11} 1 C11 +{C14} 1 C14 +{C15} 1 C15 +{C18} 1 C18 +{C12} 1 C12 +{C16} 1 C16 + +% target values +Group {C1} {C17} {C13} {C10, C19} {C11} {C14} {C15} {C18} {C12} {C16} Interest Frequency Coverage +{C-1} 1 0 0 0 0 0 0 0 0 0 0.194922 266 0.506667 +{C17} 0 1 0 0 0 0 0 0 0 0 0.105776 37 0.0704762 +{C13} 0 0 1 0 0 0 0 0 0 0 0.10398 36 0.0685714 +{C10, C19} 0 0 0 1 0 0 0 0 0 0 0.100298 34 0.0647619 +{C11} 0 0 0 0 1 0 0 0 0 0 0.0925451 30 0.0571429 +{C14} 0 0 0 0 0 1 0 0 0 0 0.0884574 28 0.0533333 +{C15} 0 0 0 0 0 0 1 0 0 0 0.0842157 26 0.0495238 +{C18} 0 0 0 0 0 0 0 1 0 0 0.0820335 25 0.047619 +{C12} 0 0 0 0 0 0 0 0 1 0 0.0798081 24 0.0457143 +{C16} 0 0 0 0 0 0 0 0 0 1 0.0679653 19 0.0361905 +Total 0.506667 0.0704762 0.0685714 0.0647619 0.0571429 0.0533333 0.0495238 0.047619 0.0457143 0.0361905 1 525 1 + +Target variable stats +Group Frequency Coverage Size Value list +{C1} 266 0.506667 10 C1 * +{C17} 37 0.0704762 1 C17 +{C13} 36 0.0685714 1 C13 +{C10, C19} 34 0.0647619 2 C10 C19 +{C11} 30 0.0571429 1 C11 +{C14} 28 0.0533333 1 C14 +{C15} 26 0.0495238 1 C15 +{C18} 25 0.047619 1 C18 +{C12} 24 0.0457143 1 C12 +{C16} 19 0.0361905 1 C16 + +Values +Value Frequency Coverage +C-1 266 0.506667 +C17 37 0.0704762 +C13 36 0.0685714 +C11 30 0.0571429 +C14 28 0.0533333 +C15 26 0.0495238 +C18 25 0.047619 +C12 24 0.0457143 +C16 19 0.0361905 +C10 17 0.032381 +C19 17 0.032381 + +---------------------------------------------- +Rank R5 +Variable Numerical Num2 + +% target values +Interval {C1} {C17} {C13} {C11} {C14} {C15} {C18} {C12} {C16} {C10} {C19} Interest Frequency Coverage +]-inf;4] 1 0 0 0 0 0 0 0 0 0 0 0.190093 266 0.506667 +]4;10.5] 0 0 0 0 0 0 0 0 0 1 0 0.0612922 17 0.032381 +]10.5;11.5] 0 0 0 1 0 0 0 0 0 0 0 0.0902526 30 0.0571429 +]11.5;12.5] 0 0 0 0 0 0 0 1 0 0 0 0.0778311 24 0.0457143 +]12.5;13.5] 0 0 1 0 0 0 0 0 0 0 0 0.101404 36 0.0685714 +]13.5;14.5] 0 0 0 0 1 0 0 0 0 0 0 0.0862663 28 0.0533333 +]14.5;15.5] 0 0 0 0 0 1 0 0 0 0 0 0.0821296 26 0.0495238 +]15.5;16.5] 0 0 0 0 0 0 0 0 1 0 0 0.0662818 19 0.0361905 +]16.5;17.5] 0 1 0 0 0 0 0 0 0 0 0 0.103155 37 0.0704762 +]17.5;18.5] 0 0 0 0 0 0 1 0 0 0 0 0.0800014 25 0.047619 +]18.5;+inf[ 0 0 0 0 0 0 0 0 0 0 1 0.0612922 17 0.032381 +Total 0.506667 0.0704762 0.0685714 0.0571429 0.0533333 0.0495238 0.047619 0.0457143 0.0361905 0.032381 0.032381 1 525 1 + +Target variable stats +Group Frequency Coverage Size Value list +{C1} 266 0.506667 10 C1 * +{C17} 37 0.0704762 1 C17 +{C13} 36 0.0685714 1 C13 +{C11} 30 0.0571429 1 C11 +{C14} 28 0.0533333 1 C14 +{C15} 26 0.0495238 1 C15 +{C18} 25 0.047619 1 C18 +{C12} 24 0.0457143 1 C12 +{C16} 19 0.0361905 1 C16 +{C10} 17 0.032381 1 C10 +{C19} 17 0.032381 1 C19 + +---------------------------------------------- +Rank R6 +Variable Categorical Cat0 + +Variable stats +Group Size Value list +{C1} 302 C1 * +{C233, C613, C675, ...} 19 C233 C613 C675 C113 C153 C273 C33 C35 C475 C513 C672 C695 C773 C792 C813 C832 C855 C93 C955 +{C642, C139, C159, ...} 18 C642 C139 C159 C164 C234 C24 C262 C294 C454 C544 C554 C559 C62 C682 C824 C862 C939 C954 +{C683, C947, C23, ...} 15 C683 C947 C23 C243 C263 C267 C443 C546 C587 C636 C66 C667 C687 C756 C996 +{C477, C577, C797, ...} 13 C477 C577 C797 C860 C200 C297 C317 C537 C540 C560 C597 C97 C980 +{C148, C670, C881, ...} 13 C148 C670 C881 C161 C230 C241 C250 C41 C528 C641 C708 C721 C850 +{C798, C165, C198, ...} 14 C798 C165 C198 C225 C25 C285 C365 C378 C425 C598 C645 C718 C918 C98 +{C231, C409, C749, ...} 10 C231 C409 C749 C111 C131 C151 C31 C349 C369 C449 + +% target values +Group {C2, C14, C4, ...} {C7, C3, C6, ...} {C13, C15, C12} {C1, C10, C8} {C17, C0} {C11, C9} {C18, C5} Interest Frequency Coverage +{C233, C613, C675, ...} 0 0 1 0 0 0 0 0.169565 41 0.0780952 +{C798, C165, C198, ...} 0 0 0 0 0 0 1 0.155891 29 0.0552381 +{C477, C577, C797, ...} 0 0 0 0 1 0 0 0.146514 30 0.0571429 +{C642, C139, C159, ...} 1 0 0 0 0 0 0 0.136138 37 0.0704762 +{C148, C670, C881, ...} 0 0 0 1 0 0 0 0.134538 29 0.0552381 +{C231, C409, C749, ...} 0 0 0 0 0 1 0 0.1269 25 0.047619 +{C683, C947, C23, ...} 0 1 0 0 0 0 0 0.124296 32 0.0609524 +{C1} 0.225166 0.211921 0.149007 0.13245 0.10596 0.10596 0.0695364 0.00615774 302 0.575238 +Total 0.2 0.182857 0.16381 0.131429 0.118095 0.108571 0.0952381 1 525 1 + +Target variable stats +Group Frequency Coverage Size Value list +{C2, C14, C4, ...} 105 0.2 4 C2 C14 C4 C19 +{C7, C3, C6, ...} 96 0.182857 4 C7 C3 C6 C16 +{C13, C15, C12} 86 0.16381 3 C13 C15 C12 +{C1, C10, C8} 69 0.131429 3 C1 C10 C8 * +{C17, C0} 62 0.118095 2 C17 C0 +{C11, C9} 57 0.108571 2 C11 C9 +{C18, C5} 50 0.0952381 2 C18 C5 + +Values +Value Frequency Coverage +C231 5 0.00952381 +C148 3 0.00571429 +C233 3 0.00571429 +C409 3 0.00571429 +C477 3 0.00571429 +C577 3 0.00571429 +C613 3 0.00571429 +C642 3 0.00571429 +C670 3 0.00571429 +C675 3 0.00571429 +C683 3 0.00571429 +C749 3 0.00571429 +C797 3 0.00571429 +C798 3 0.00571429 +C860 3 0.00571429 +C881 3 0.00571429 +C947 3 0.00571429 +C111 2 0.00380952 +C113 2 0.00380952 +C131 2 0.00380952 +C139 2 0.00380952 +C151 2 0.00380952 +C153 2 0.00380952 +C159 2 0.00380952 +C161 2 0.00380952 +C164 2 0.00380952 +C165 2 0.00380952 +C198 2 0.00380952 +C200 2 0.00380952 +C225 2 0.00380952 +C23 2 0.00380952 +C230 2 0.00380952 +C234 2 0.00380952 +C24 2 0.00380952 +C241 2 0.00380952 +C243 2 0.00380952 +C25 2 0.00380952 +C250 2 0.00380952 +C262 2 0.00380952 +C263 2 0.00380952 +C267 2 0.00380952 +C273 2 0.00380952 +C285 2 0.00380952 +C294 2 0.00380952 +C297 2 0.00380952 +C31 2 0.00380952 +C317 2 0.00380952 +C33 2 0.00380952 +C349 2 0.00380952 +C35 2 0.00380952 +C365 2 0.00380952 +C369 2 0.00380952 +C378 2 0.00380952 +C41 2 0.00380952 +C425 2 0.00380952 +C443 2 0.00380952 +C449 2 0.00380952 +C454 2 0.00380952 +C475 2 0.00380952 +C513 2 0.00380952 +C528 2 0.00380952 +C537 2 0.00380952 +C540 2 0.00380952 +C544 2 0.00380952 +C546 2 0.00380952 +C554 2 0.00380952 +C559 2 0.00380952 +C560 2 0.00380952 +C587 2 0.00380952 +C597 2 0.00380952 +C598 2 0.00380952 +C62 2 0.00380952 +C636 2 0.00380952 +C641 2 0.00380952 +C645 2 0.00380952 +C66 2 0.00380952 +C667 2 0.00380952 +C672 2 0.00380952 +C682 2 0.00380952 +C687 2 0.00380952 +C695 2 0.00380952 +C708 2 0.00380952 +C718 2 0.00380952 +C721 2 0.00380952 +C756 2 0.00380952 +C773 2 0.00380952 +C792 2 0.00380952 +C813 2 0.00380952 +C824 2 0.00380952 +C832 2 0.00380952 +C850 2 0.00380952 +C855 2 0.00380952 +C862 2 0.00380952 +C918 2 0.00380952 +C93 2 0.00380952 +C939 2 0.00380952 +C954 2 0.00380952 +C955 2 0.00380952 +C97 2 0.00380952 +C98 2 0.00380952 +C980 2 0.00380952 +C996 2 0.00380952 +C1 1 0.00190476 +... diff --git a/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/CG_TestEvaluationReport.xls b/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/CG_TestEvaluationReport.xls new file mode 100644 index 000000000..3ccf33ac7 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/CG_TestEvaluationReport.xls @@ -0,0 +1,20134 @@ +#Khiops 10.1.5 +Test evaluation report + +Dictionary Dictionary +Target variable Categorical Cat1 +Database ./Dataset.txt +Sample percentage 50 +Sampling mode Exclude sample +Selection variable +Selection value +Instances 475 + + +Predictors performance + +Classifier Accuracy Compression AUC +Selective Naive Bayes 1 0.987941 1 + + +-------------------------------------------------------------------------------- + +Predictors detailed performance + + +Classifier Selective Naive Bayes +Accuracy 1 +Compression 0.987941 +AUC 1 + +Confusion matrix + C0 C1 C10 C11 C12 C13 C14 C15 C16 C17 C18 C19 C2 C3 C4 C5 C6 C7 C8 C9 +$C0 27 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 +$C1 0 23 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 +$C10 0 0 21 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 +$C11 0 0 0 28 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 +$C12 0 0 0 0 19 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 +$C13 0 0 0 0 0 29 0 0 0 0 0 0 0 0 0 0 0 0 0 0 +$C14 0 0 0 0 0 0 32 0 0 0 0 0 0 0 0 0 0 0 0 0 +$C15 0 0 0 0 0 0 0 29 0 0 0 0 0 0 0 0 0 0 0 0 +$C16 0 0 0 0 0 0 0 0 22 0 0 0 0 0 0 0 0 0 0 0 +$C17 0 0 0 0 0 0 0 0 0 22 0 0 0 0 0 0 0 0 0 0 +$C18 0 0 0 0 0 0 0 0 0 0 32 0 0 0 0 0 0 0 0 0 +$C19 0 0 0 0 0 0 0 0 0 0 0 26 0 0 0 0 0 0 0 0 +$C2 0 0 0 0 0 0 0 0 0 0 0 0 19 0 0 0 0 0 0 0 +$C3 0 0 0 0 0 0 0 0 0 0 0 0 0 28 0 0 0 0 0 0 +$C4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 20 0 0 0 0 0 +$C5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 18 0 0 0 0 +$C6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 18 0 0 0 +$C7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 26 0 0 +$C8 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16 0 +$C9 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 20 + + + +---------------------------------------------- +Lift curves C0 +Size Random Optimal Selective Naive Bayes +0 0 0 0 +0.1 0.1 1.75926 1.75926 +0.2 0.2 3.51852 3.51852 +0.3 0.3 5.27778 5.27778 +0.4 0.4 7.03704 7.03704 +0.5 0.5 8.7963 8.7963 +0.6 0.6 10.5556 10.5556 +0.7 0.7 12.3148 12.3148 +0.8 0.8 14.0741 14.0741 +0.9 0.9 15.8333 15.8333 +1 1 17.5926 17.5926 +1.1 1.1 19.3519 19.3519 +1.2 1.2 21.1111 21.1111 +1.3 1.3 22.8704 22.8704 +1.4 1.4 24.6296 24.6296 +1.5 1.5 26.3889 26.3889 +1.6 1.6 28.1481 28.1481 +1.7 1.7 29.9074 29.9074 +1.8 1.8 31.6667 31.6667 +1.9 1.9 33.4259 33.4259 +2 2 35.1852 35.1852 +2.1 2.1 36.9444 36.9444 +2.2 2.2 38.7037 38.7037 +2.3 2.3 40.463 40.463 +2.4 2.4 42.2222 42.2222 +2.5 2.5 43.9815 43.9815 +2.6 2.6 45.7407 45.7407 +2.7 2.7 47.5 47.5 +2.8 2.8 49.2593 49.2593 +2.9 2.9 51.0185 51.0185 +3 3 52.7778 52.7778 +3.1 3.1 54.537 54.537 +3.2 3.2 56.2963 56.2963 +3.3 3.3 58.0556 58.0556 +3.4 3.4 59.8148 59.8148 +3.5 3.5 61.5741 61.5741 +3.6 3.6 63.3333 63.3333 +3.7 3.7 65.0926 65.0926 +3.8 3.8 66.8519 66.8519 +3.9 3.9 68.6111 68.6111 +4 4 70.3704 70.3704 +4.1 4.1 72.1296 72.1296 +4.2 4.2 73.8889 73.8889 +4.3 4.3 75.6481 75.6481 +4.4 4.4 77.4074 77.4074 +4.5 4.5 79.1667 79.1667 +4.6 4.6 80.9259 80.9259 +4.7 4.7 82.6852 82.6852 +4.8 4.8 84.4444 84.4444 +4.9 4.9 86.2037 86.2037 +5 5 87.963 87.963 +5.1 5.1 89.7222 89.7222 +5.2 5.2 91.4815 91.4815 +5.3 5.3 93.2407 93.2407 +5.4 5.4 95 95 +5.5 5.5 96.7593 96.7593 +5.6 5.6 98.5185 98.5185 +5.7 5.7 100 100 +5.8 5.8 100 100 +5.9 5.9 100 100 +6 6 100 100 +6.1 6.1 100 100 +6.2 6.2 100 100 +6.3 6.3 100 100 +6.4 6.4 100 100 +6.5 6.5 100 100 +6.6 6.6 100 100 +6.7 6.7 100 100 +6.8 6.8 100 100 +6.9 6.9 100 100 +7 7 100 100 +7.1 7.1 100 100 +7.2 7.2 100 100 +7.3 7.3 100 100 +7.4 7.4 100 100 +7.5 7.5 100 100 +7.6 7.6 100 100 +7.7 7.7 100 100 +7.8 7.8 100 100 +7.9 7.9 100 100 +8 8 100 100 +8.1 8.1 100 100 +8.2 8.2 100 100 +8.3 8.3 100 100 +8.4 8.4 100 100 +8.5 8.5 100 100 +8.6 8.6 100 100 +8.7 8.7 100 100 +8.8 8.8 100 100 +8.9 8.9 100 100 +9 9 100 100 +9.1 9.1 100 100 +9.2 9.2 100 100 +9.3 9.3 100 100 +9.4 9.4 100 100 +9.5 9.5 100 100 +9.6 9.6 100 100 +9.7 9.7 100 100 +9.8 9.8 100 100 +9.9 9.9 100 100 +10 10 100 100 +10.1 10.1 100 100 +10.2 10.2 100 100 +10.3 10.3 100 100 +10.4 10.4 100 100 +10.5 10.5 100 100 +10.6 10.6 100 100 +10.7 10.7 100 100 +10.8 10.8 100 100 +10.9 10.9 100 100 +11 11 100 100 +11.1 11.1 100 100 +11.2 11.2 100 100 +11.3 11.3 100 100 +11.4 11.4 100 100 +11.5 11.5 100 100 +11.6 11.6 100 100 +11.7 11.7 100 100 +11.8 11.8 100 100 +11.9 11.9 100 100 +12 12 100 100 +12.1 12.1 100 100 +12.2 12.2 100 100 +12.3 12.3 100 100 +12.4 12.4 100 100 +12.5 12.5 100 100 +12.6 12.6 100 100 +12.7 12.7 100 100 +12.8 12.8 100 100 +12.9 12.9 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[0,0,0,0,0,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0], + [0,0,0,0,0,0,28,0,0,0,0,0,0,0,0,0,0,0,0,0], + [0,0,0,0,0,0,0,26,0,0,0,0,0,0,0,0,0,0,0,0], + [0,0,0,0,0,0,0,0,19,0,0,0,0,0,0,0,0,0,0,0], + [0,0,0,0,0,0,0,0,0,37,0,0,0,0,0,0,0,0,0,0], + [0,0,0,0,0,0,0,0,0,0,25,0,0,0,0,0,0,0,0,0], + [0,0,0,0,0,0,0,0,0,0,0,17,0,0,0,0,0,0,0,0] + ], + "cellInterests": [0.0596787,0.0607833,0.0526335,0.0513834,0.0501096,0.0501096,0.0488111,0.0488111,0.0461361,0.0373961,0.0373961,0.0550657,0.047487,0.0618696,0.0526335,0.0501096,0.0404404,0.0629381,0.0488111,0.0373961] + } + } + } + }, + "khiops_encoding": "ascii" +} diff --git a/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/C_Modeling.kdic b/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/C_Modeling.kdic new file mode 100644 index 000000000..b7dddb5d3 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/C_Modeling.kdic @@ -0,0 +1,41 @@ +#Khiops 10.1.5 + +Dictionary SNB_Dictionary + +{ +Unused Numerical Num0 ; +Unused Numerical Num1 ; +Unused Numerical Num2 ; +Unused Numerical Num3 ; +Unused Categorical Cat0 ; +Unused Categorical Cat1 ; +Unused Categorical Cat2 ; +Unused Categorical Cat3 ; +Unused Structure(DataGrid) VCat1 = DataGrid(ValueSetC("C0", "C1", "C10", "C11", "C12", "C13", "C14", "C15", "C16", "C17", "C18", "C19", "C2", "C3", "C4", "C5", "C6", "C7", "C8", "C9"), Frequencies(25, 35, 17, 30, 24, 36, 28, 26, 19, 37, 25, 17, 34, 26, 26, 25, 23, 28, 17, 27)) ; +Unused Structure(DataGrid) PNum1 = DataGrid(IntervalBounds(0.5, 1.5, 2.5, 3.5, 4.5, 5.5, 6.5, 7.5, 8.5, 9.5, 10.5, 11.5, 12.5, 13.5, 14.5, 15.5, 16.5, 17.5, 18.5), ValueSetC("C0", "C1", "C10", "C11", "C12", "C13", "C14", "C15", "C16", "C17", "C18", "C19", "C2", "C3", "C4", "C5", "C6", "C7", "C8", "C9"), Frequencies(25, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 35, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 17, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 30, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 24, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 36, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 28, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 26, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 19, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 37, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 25, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 17, 0, 0, 34, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 26, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 26, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 25, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 23, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 28, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 17, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 27, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0)) ; // DataGrid(Num1, Cat1) +Unused Structure(DataGrid) PNum2 = DataGrid(IntervalBounds(4, 10.5, 11.5, 12.5, 13.5, 14.5, 15.5, 16.5, 17.5, 18.5), ValueSetC("C0", "C1", "C10", "C11", "C12", "C13", "C14", "C15", "C16", "C17", "C18", "C19", "C2", "C3", "C4", "C5", "C6", "C7", "C8", "C9"), Frequencies(25, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 35, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 17, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 30, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 24, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 36, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 28, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 26, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 19, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 37, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 25, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 17, 34, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 26, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 26, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 25, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 23, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 28, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 17, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 27, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0)) ; // DataGrid(Num2, Cat1) +Unused Structure(DataGrid) PCat3 = DataGrid(ValueGroups(ValueGroup("C-1"), ValueGroup("C1"), ValueGroup("C2"), ValueGroup("C7"), ValueGroup("C9"), ValueGroup("C3"), ValueGroup("C4"), ValueGroup("C0"), ValueGroup("C5"), ValueGroup("C6"), ValueGroup("C8", " * ")), ValueSetC("C0", "C1", "C10", "C11", "C12", "C13", "C14", "C15", "C16", "C17", "C18", "C19", "C2", "C3", "C4", "C5", "C6", "C7", "C8", "C9"), Frequencies(0, 0, 0, 0, 0, 0, 0, 25, 0, 0, 0, 0, 35, 0, 0, 0, 0, 0, 0, 0, 0, 0, 17, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 30, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 24, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 36, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 28, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 26, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 19, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 37, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 25, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 17, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 34, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 26, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 26, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 25, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 23, 0, 0, 0, 0, 28, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 17, 0, 0, 0, 0, 27, 0, 0, 0, 0, 0, 0)) ; // DataGrid(Cat3, Cat1) +Unused Structure(Classifier) SNBCat1 = SNBClassifier(Vector(0.5185546875, 0.1025390625, 0.0947265625), DataGridStats(PNum1, Num1), DataGridStats(PNum2, Num2), DataGridStats(PCat3, Cat3), VCat1) ; + Categorical PredictedCat1 = TargetValue(SNBCat1) ; +Unused Numerical ScoreCat1 = TargetProb(SNBCat1) ; + Numerical ProbCat1C0 = TargetProbAt(SNBCat1, "C0") ; + Numerical ProbCat1C1 = TargetProbAt(SNBCat1, "C1") ; + Numerical ProbCat1C10 = TargetProbAt(SNBCat1, "C10") ; + Numerical ProbCat1C11 = TargetProbAt(SNBCat1, "C11") ; + Numerical ProbCat1C12 = TargetProbAt(SNBCat1, "C12") ; + Numerical ProbCat1C13 = TargetProbAt(SNBCat1, "C13") ; + Numerical ProbCat1C14 = TargetProbAt(SNBCat1, "C14") ; + Numerical ProbCat1C15 = TargetProbAt(SNBCat1, "C15") ; + Numerical ProbCat1C16 = TargetProbAt(SNBCat1, "C16") ; + Numerical ProbCat1C17 = TargetProbAt(SNBCat1, "C17") ; + Numerical ProbCat1C18 = TargetProbAt(SNBCat1, "C18") ; + Numerical ProbCat1C19 = TargetProbAt(SNBCat1, "C19") ; + Numerical ProbCat1C2 = TargetProbAt(SNBCat1, "C2") ; + Numerical ProbCat1C3 = TargetProbAt(SNBCat1, "C3") ; + Numerical ProbCat1C4 = TargetProbAt(SNBCat1, "C4") ; + Numerical ProbCat1C5 = TargetProbAt(SNBCat1, "C5") ; + Numerical ProbCat1C6 = TargetProbAt(SNBCat1, "C6") ; + Numerical ProbCat1C7 = TargetProbAt(SNBCat1, "C7") ; + Numerical ProbCat1C8 = TargetProbAt(SNBCat1, "C8") ; + Numerical ProbCat1C9 = TargetProbAt(SNBCat1, "C9") ; +}; diff --git a/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/C_ModelingReport.xls b/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/C_ModelingReport.xls new file mode 100644 index 000000000..6be8d15d2 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/C_ModelingReport.xls @@ -0,0 +1,30 @@ +#Khiops 10.1.5 +Modeling report + +Dictionary Dictionary +Target variable Cat1 +Database ./Dataset.txt +Sample percentage 50 +Sampling mode Include sample +Selection variable +Selection value + + +Trained predictors + +Predictor Variables +Selective Naive Bayes 3 + + +-------------------------------------------------------------------------------- + +Trained predictors details + + +Predictor Selective Naive Bayes + +Selected variables +Prepared name Name Level Weight Importance +PNum1 Num1 0.619885 0.518555 0.566961 +PNum2 Num2 0.394446 0.102539 0.201112 +PCat3 Cat3 0.407198 0.0947266 0.196399 diff --git a/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/C_Preparation2DReport.xls b/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/C_Preparation2DReport.xls new file mode 100644 index 000000000..e48c1f79f --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/C_Preparation2DReport.xls @@ -0,0 +1,379 @@ +#Khiops 10.1.5 +Descriptive statistics + + +Problem description +Short description + +Dictionary Dictionary +Variables + Categorical 4 + Numerical 4 + Total 8 + +Database ./Dataset.txt +Sample percentage 50 +Sampling mode Include sample +Selection variable +Selection value +Instances 525 + +Learning task Classification analysis + +Target variable Categorical Cat1 + +Target variable stats +Value Frequency Coverage +C0 25 0.047619 +C1 35 0.0666667 +C10 17 0.032381 +C11 30 0.0571429 +C12 24 0.0457143 +C13 36 0.0685714 +C14 28 0.0533333 +C15 26 0.0495238 +C16 19 0.0361905 +C17 37 0.0704762 +C18 25 0.047619 +C19 17 0.032381 +C2 34 0.0647619 +C3 26 0.0495238 +C4 26 0.0495238 +C5 25 0.047619 +C6 23 0.0438095 +C7 28 0.0533333 +C8 17 0.032381 +C9 27 0.0514286 + +Evaluated variable pairs 21 +Informative variable pairs 0 + + +Variables pairs statistics + +Rank Name 1 Name 2 DeltaLevel Level Level 1 Level 2 Variables Parts 1 Parts 2 Cells Constr. cost Prep. cost Data cost +R01 Cat0 Num0 -0.00188202 0.0254355 0.0273175 0 1 10 1 10 5.77111 549.881 997.069 +R02 Cat2 Num0 -0.00188202 0.395811 0.397693 0 1 11 1 11 5.77111 370.735 586.114 +R03 Cat3 Num0 -0.00188202 0.405316 0.407198 0 1 11 1 11 5.77111 375.789 565.918 +R04 Num0 Num1 -0.00188202 0.618003 0 0.619885 1 1 20 20 5.77111 602.844 0 +R05 Num0 Num2 -0.00188202 0.392564 0 0.394446 1 1 11 11 5.77111 375.909 586.114 +R06 Num0 Num3 -0.00188202 0.402069 0 0.403951 1 1 11 11 5.77111 380.962 565.918 +R07 Cat0 Cat2 -0.0296574 0.395353 0.0273175 0.397693 1 1 11 11 5.77111 371.465 586.114 +R08 Cat0 Cat3 -0.0296574 0.404858 0.0273175 0.407198 1 1 11 11 5.77111 376.518 565.918 +R09 Cat0 Num2 -0.038528 0.383236 0.0273175 0.394446 1 1 11 11 5.77111 390.771 586.114 +R10 Cat0 Num3 -0.038528 0.39274 0.0273175 0.403951 1 1 11 11 5.77111 395.825 565.918 +R11 Cat0 Num1 -0.046494 0.600708 0.0273175 0.619885 1 1 20 20 5.77111 630.398 0 +R12 Num2 Num3 -0.191753 0.606644 0.394446 0.403951 2 11 10 20 7.71702 618.996 0 +R13 Cat2 Cat3 -0.192463 0.612428 0.397693 0.407198 2 11 10 20 7.71702 609.78 0 +R14 Cat2 Num3 -0.192463 0.609181 0.397693 0.403951 2 10 11 20 7.71702 614.954 0 +R15 Cat3 Num2 -0.192463 0.609181 0.407198 0.394446 2 10 11 20 7.71702 614.954 0 +R16 Cat2 Num2 -0.396328 0.395811 0.397693 0.394446 1 11 1 11 5.77111 370.735 586.114 +R17 Num1 Num2 -0.396328 0.618003 0.619885 0.394446 1 20 1 20 5.77111 602.844 0 +R18 Cat2 Num1 -0.399575 0.618003 0.397693 0.619885 1 1 20 20 5.77111 602.844 0 +R19 Cat3 Num3 -0.405833 0.405316 0.407198 0.403951 1 11 1 11 5.77111 375.789 565.918 +R20 Num1 Num3 -0.405833 0.618003 0.619885 0.403951 1 20 1 20 5.77111 602.844 0 +R21 Cat3 Num1 -0.40908 0.618003 0.407198 0.619885 1 1 20 20 5.77111 602.844 0 + + +-------------------------------------------------------------------------------- + +Variables pairs detailed statistics +(Pairs with two jointly informative variables) + + +Rank R12 +Variables + Type Name + Numerical Num2 + Numerical Num3 + +Variables stats +Num2 +Interval Frequency Coverage +]-inf;4] 266 0.506667 +]4;10.5] 17 0.032381 +]10.5;11.5] 30 0.0571429 +]11.5;12.5] 24 0.0457143 +]12.5;13.5] 36 0.0685714 +]13.5;14.5] 28 0.0533333 +]14.5;15.5] 26 0.0495238 +]15.5;16.5] 19 0.0361905 +]16.5;17.5] 37 0.0704762 +]17.5;18.5] 25 0.047619 +]18.5;+inf[ 17 0.032381 +Num3 +Interval Frequency Coverage +]-inf;0.5] 284 0.540952 +]0.5;1.5] 35 0.0666667 +]1.5;2.5] 34 0.0647619 +]2.5;3.5] 26 0.0495238 +]3.5;4.5] 26 0.0495238 +]4.5;5.5] 25 0.047619 +]5.5;6.5] 23 0.0438095 +]6.5;7.5] 28 0.0533333 +]7.5;8.5] 17 0.032381 +]8.5;+inf[ 27 0.0514286 + +Cell frequencies + Num3 +Num2 ]-inf;0.5] ]0.5;1.5] ]1.5;2.5] ]2.5;3.5] ]3.5;4.5] ]4.5;5.5] ]5.5;6.5] ]6.5;7.5] ]7.5;8.5] ]8.5;+inf[ Total Coverage +]-inf;4] 25 35 34 26 26 25 23 28 17 27 266 0.506667 +]4;10.5] 17 0 0 0 0 0 0 0 0 0 17 0.032381 +]10.5;11.5] 30 0 0 0 0 0 0 0 0 0 30 0.0571429 +]11.5;12.5] 24 0 0 0 0 0 0 0 0 0 24 0.0457143 +]12.5;13.5] 36 0 0 0 0 0 0 0 0 0 36 0.0685714 +]13.5;14.5] 28 0 0 0 0 0 0 0 0 0 28 0.0533333 +]14.5;15.5] 26 0 0 0 0 0 0 0 0 0 26 0.0495238 +]15.5;16.5] 19 0 0 0 0 0 0 0 0 0 19 0.0361905 +]16.5;17.5] 37 0 0 0 0 0 0 0 0 0 37 0.0704762 +]17.5;18.5] 25 0 0 0 0 0 0 0 0 0 25 0.047619 +]18.5;+inf[ 17 0 0 0 0 0 0 0 0 0 17 0.032381 +Total 284 35 34 26 26 25 23 28 17 27 525 +Coverage 0.540952 0.0666667 0.0647619 0.0495238 0.0495238 0.047619 0.0438095 0.0533333 0.032381 0.0514286 + +Cells 20 +Cell Id Num2 Num3 C0 C1 C10 C11 C12 C13 C14 C15 C16 C17 C18 C19 C2 C3 C4 C5 C6 C7 C8 C9 Interest Frequency Coverage +C9 ]16.5;17.5] ]-inf;0.5] 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0.0629381 37 0.0704762 +C5 ]12.5;13.5] ]-inf;0.5] 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0618696 36 0.0685714 +C12 ]-inf;4] ]0.5;1.5] 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0607833 35 0.0666667 +C23 ]-inf;4] ]1.5;2.5] 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0.0596787 34 0.0647619 +C3 ]10.5;11.5] ]-inf;0.5] 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0550657 30 0.0571429 +C78 ]-inf;4] ]6.5;7.5] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0.0526335 28 0.0533333 +C6 ]13.5;14.5] ]-inf;0.5] 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0526335 28 0.0533333 +C100 ]-inf;4] ]8.5;+inf[ 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0.0513834 27 0.0514286 +C34 ]-inf;4] ]2.5;3.5] 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0.0501096 26 0.0495238 +C45 ]-inf;4] ]3.5;4.5] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0.0501096 26 0.0495238 +C7 ]14.5;15.5] ]-inf;0.5] 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0.0501096 26 0.0495238 +C1 ]-inf;4] ]-inf;0.5] 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0488111 25 0.047619 +C56 ]-inf;4] ]4.5;5.5] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0.0488111 25 0.047619 +C10 ]17.5;18.5] ]-inf;0.5] 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0.0488111 25 0.047619 +C4 ]11.5;12.5] ]-inf;0.5] 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.047487 24 0.0457143 +C67 ]-inf;4] ]5.5;6.5] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0.0461361 23 0.0438095 +C8 ]15.5;16.5] ]-inf;0.5] 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0.0404404 19 0.0361905 +C89 ]-inf;4] ]7.5;8.5] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0.0373961 17 0.032381 +C2 ]4;10.5] ]-inf;0.5] 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0373961 17 0.032381 +C11 ]18.5;+inf[ ]-inf;0.5] 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0.0373961 17 0.032381 + Total 0.047619 0.0666667 0.032381 0.0571429 0.0457143 0.0685714 0.0533333 0.0495238 0.0361905 0.0704762 0.047619 0.032381 0.0647619 0.0495238 0.0495238 0.047619 0.0438095 0.0533333 0.032381 0.0514286 1 525 1 + +---------------------------------------------- +Rank R13 +Variables + Type Name + Categorical Cat2 + Categorical Cat3 + +Variables stats +Cat2 +Group Frequency Coverage Size Value list +{C-1} 266 0.506667 1 C-1 +{C17} 37 0.0704762 1 C17 +{C13} 36 0.0685714 1 C13 +{C11} 30 0.0571429 1 C11 +{C14} 28 0.0533333 1 C14 +{C15} 26 0.0495238 1 C15 +{C18} 25 0.047619 1 C18 +{C12} 24 0.0457143 1 C12 +{C16} 19 0.0361905 1 C16 +{C10} 17 0.032381 1 C10 +{C19} 17 0.032381 1 C19 * +Cat3 +Group Frequency Coverage Size Value list +{C-1, C1} 294 0.56 2 C-1 C1 +{C2} 34 0.0647619 1 C2 +{C7} 28 0.0533333 1 C7 +{C9} 27 0.0514286 1 C9 +{C3} 26 0.0495238 1 C3 +{C4} 26 0.0495238 1 C4 +{C0} 25 0.047619 1 C0 +{C5} 25 0.047619 1 C5 +{C6} 23 0.0438095 1 C6 +{C8} 17 0.032381 1 C8 * + +Cell frequencies + Cat3 +Cat2 {C-1, C1} {C2} {C7} {C9} {C3} {C4} {C0} {C5} {C6} {C8} Total Coverage +{C-1} 35 34 28 27 26 26 25 25 23 17 266 0.506667 +{C17} 37 0 0 0 0 0 0 0 0 0 37 0.0704762 +{C13} 36 0 0 0 0 0 0 0 0 0 36 0.0685714 +{C11} 30 0 0 0 0 0 0 0 0 0 30 0.0571429 +{C14} 28 0 0 0 0 0 0 0 0 0 28 0.0533333 +{C15} 26 0 0 0 0 0 0 0 0 0 26 0.0495238 +{C18} 25 0 0 0 0 0 0 0 0 0 25 0.047619 +{C12} 24 0 0 0 0 0 0 0 0 0 24 0.0457143 +{C16} 19 0 0 0 0 0 0 0 0 0 19 0.0361905 +{C10} 17 0 0 0 0 0 0 0 0 0 17 0.032381 +{C19} 17 0 0 0 0 0 0 0 0 0 17 0.032381 +Total 294 34 28 27 26 26 25 25 23 17 525 +Coverage 0.56 0.0647619 0.0533333 0.0514286 0.0495238 0.0495238 0.047619 0.047619 0.0438095 0.032381 + +Cells 20 +Cell Id Cat2 Cat3 C0 C1 C10 C11 C12 C13 C14 C15 C16 C17 C18 C19 C2 C3 C4 C5 C6 C7 C8 C9 Interest Frequency Coverage +C2 {C17} {C-1, C1} 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0.0629381 37 0.0704762 +C3 {C13} {C-1, C1} 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0618696 36 0.0685714 +C1 {C-1} {C-1, C1} 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0607833 35 0.0666667 +C12 {C-1} {C2} 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0.0596787 34 0.0647619 +C4 {C11} {C-1, C1} 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0550657 30 0.0571429 +C23 {C-1} {C7} 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0.0526335 28 0.0533333 +C5 {C14} {C-1, C1} 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0526335 28 0.0533333 +C34 {C-1} {C9} 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0.0513834 27 0.0514286 +C45 {C-1} {C3} 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0.0501096 26 0.0495238 +C56 {C-1} {C4} 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0.0501096 26 0.0495238 +C6 {C15} {C-1, C1} 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0.0501096 26 0.0495238 +C67 {C-1} {C0} 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0488111 25 0.047619 +C78 {C-1} {C5} 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0.0488111 25 0.047619 +C7 {C18} {C-1, C1} 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0.0488111 25 0.047619 +C8 {C12} {C-1, C1} 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.047487 24 0.0457143 +C89 {C-1} {C6} 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0.0461361 23 0.0438095 +C9 {C16} {C-1, C1} 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0.0404404 19 0.0361905 +C100 {C-1} {C8} 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0.0373961 17 0.032381 +C10 {C10} {C-1, C1} 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0373961 17 0.032381 +C11 {C19} {C-1, C1} 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0.0373961 17 0.032381 + Total 0.047619 0.0666667 0.032381 0.0571429 0.0457143 0.0685714 0.0533333 0.0495238 0.0361905 0.0704762 0.047619 0.032381 0.0647619 0.0495238 0.0495238 0.047619 0.0438095 0.0533333 0.032381 0.0514286 1 525 1 + +---------------------------------------------- +Rank R14 +Variables + Type Name + Categorical Cat2 + Numerical Num3 + +Variables stats +Cat2 +Group Frequency Coverage Size Value list +{C-1, C14} 294 0.56 2 C-1 C14 +{C17} 37 0.0704762 1 C17 +{C13} 36 0.0685714 1 C13 +{C11} 30 0.0571429 1 C11 +{C15} 26 0.0495238 1 C15 +{C18} 25 0.047619 1 C18 +{C12} 24 0.0457143 1 C12 +{C16} 19 0.0361905 1 C16 +{C10} 17 0.032381 1 C10 +{C19} 17 0.032381 1 C19 * +Num3 +Interval Frequency Coverage +]-inf;-0.5] 259 0.493333 +]-0.5;0.5] 25 0.047619 +]0.5;1.5] 35 0.0666667 +]1.5;2.5] 34 0.0647619 +]2.5;3.5] 26 0.0495238 +]3.5;4.5] 26 0.0495238 +]4.5;5.5] 25 0.047619 +]5.5;6.5] 23 0.0438095 +]6.5;7.5] 28 0.0533333 +]7.5;8.5] 17 0.032381 +]8.5;+inf[ 27 0.0514286 + +Cell frequencies + Num3 +Cat2 ]-inf;-0.5] ]-0.5;0.5] ]0.5;1.5] ]1.5;2.5] ]2.5;3.5] ]3.5;4.5] ]4.5;5.5] ]5.5;6.5] ]6.5;7.5] ]7.5;8.5] ]8.5;+inf[ Total Coverage +{C-1, C14} 28 25 35 34 26 26 25 23 28 17 27 294 0.56 +{C17} 37 0 0 0 0 0 0 0 0 0 0 37 0.0704762 +{C13} 36 0 0 0 0 0 0 0 0 0 0 36 0.0685714 +{C11} 30 0 0 0 0 0 0 0 0 0 0 30 0.0571429 +{C15} 26 0 0 0 0 0 0 0 0 0 0 26 0.0495238 +{C18} 25 0 0 0 0 0 0 0 0 0 0 25 0.047619 +{C12} 24 0 0 0 0 0 0 0 0 0 0 24 0.0457143 +{C16} 19 0 0 0 0 0 0 0 0 0 0 19 0.0361905 +{C10} 17 0 0 0 0 0 0 0 0 0 0 17 0.032381 +{C19} 17 0 0 0 0 0 0 0 0 0 0 17 0.032381 +Total 259 25 35 34 26 26 25 23 28 17 27 525 +Coverage 0.493333 0.047619 0.0666667 0.0647619 0.0495238 0.0495238 0.047619 0.0438095 0.0533333 0.032381 0.0514286 + +Cells 20 +Cell Id Cat2 Num3 C0 C1 C10 C11 C12 C13 C14 C15 C16 C17 C18 C19 C2 C3 C4 C5 C6 C7 C8 C9 Interest Frequency Coverage +C2 {C17} ]-inf;-0.5] 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0.0629381 37 0.0704762 +C3 {C13} ]-inf;-0.5] 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0618696 36 0.0685714 +C21 {C-1, C14} ]0.5;1.5] 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0607833 35 0.0666667 +C31 {C-1, C14} ]1.5;2.5] 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0.0596787 34 0.0647619 +C4 {C11} ]-inf;-0.5] 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0550657 30 0.0571429 +C1 {C-1, C14} ]-inf;-0.5] 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0526335 28 0.0533333 +C81 {C-1, C14} ]6.5;7.5] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0.0526335 28 0.0533333 +C101 {C-1, C14} ]8.5;+inf[ 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0.0513834 27 0.0514286 +C41 {C-1, C14} ]2.5;3.5] 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0.0501096 26 0.0495238 +C51 {C-1, C14} ]3.5;4.5] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0.0501096 26 0.0495238 +C5 {C15} ]-inf;-0.5] 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0.0501096 26 0.0495238 +C11 {C-1, C14} ]-0.5;0.5] 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0488111 25 0.047619 +C61 {C-1, C14} ]4.5;5.5] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0.0488111 25 0.047619 +C6 {C18} ]-inf;-0.5] 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0.0488111 25 0.047619 +C7 {C12} ]-inf;-0.5] 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.047487 24 0.0457143 +C71 {C-1, C14} ]5.5;6.5] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0.0461361 23 0.0438095 +C8 {C16} ]-inf;-0.5] 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0.0404404 19 0.0361905 +C91 {C-1, C14} ]7.5;8.5] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0.0373961 17 0.032381 +C9 {C10} ]-inf;-0.5] 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0373961 17 0.032381 +C10 {C19} ]-inf;-0.5] 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0.0373961 17 0.032381 + Total 0.047619 0.0666667 0.032381 0.0571429 0.0457143 0.0685714 0.0533333 0.0495238 0.0361905 0.0704762 0.047619 0.032381 0.0647619 0.0495238 0.0495238 0.047619 0.0438095 0.0533333 0.032381 0.0514286 1 525 1 + +---------------------------------------------- +Rank R15 +Variables + Type Name + Categorical Cat3 + Numerical Num2 + +Variables stats +Cat3 +Group Frequency Coverage Size Value list +{C-1, C2} 293 0.558095 2 C-1 C2 +{C1} 35 0.0666667 1 C1 +{C7} 28 0.0533333 1 C7 +{C9} 27 0.0514286 1 C9 +{C3} 26 0.0495238 1 C3 +{C4} 26 0.0495238 1 C4 +{C0} 25 0.047619 1 C0 +{C5} 25 0.047619 1 C5 +{C6} 23 0.0438095 1 C6 +{C8} 17 0.032381 1 C8 * +Num2 +Interval Frequency Coverage +]-inf;4] 266 0.506667 +]4;10.5] 17 0.032381 +]10.5;11.5] 30 0.0571429 +]11.5;12.5] 24 0.0457143 +]12.5;13.5] 36 0.0685714 +]13.5;14.5] 28 0.0533333 +]14.5;15.5] 26 0.0495238 +]15.5;16.5] 19 0.0361905 +]16.5;17.5] 37 0.0704762 +]17.5;18.5] 25 0.047619 +]18.5;+inf[ 17 0.032381 + +Cell frequencies + Num2 +Cat3 ]-inf;4] ]4;10.5] ]10.5;11.5] ]11.5;12.5] ]12.5;13.5] ]13.5;14.5] ]14.5;15.5] ]15.5;16.5] ]16.5;17.5] ]17.5;18.5] ]18.5;+inf[ Total Coverage +{C-1, C2} 34 17 30 24 36 28 26 19 37 25 17 293 0.558095 +{C1} 35 0 0 0 0 0 0 0 0 0 0 35 0.0666667 +{C7} 28 0 0 0 0 0 0 0 0 0 0 28 0.0533333 +{C9} 27 0 0 0 0 0 0 0 0 0 0 27 0.0514286 +{C3} 26 0 0 0 0 0 0 0 0 0 0 26 0.0495238 +{C4} 26 0 0 0 0 0 0 0 0 0 0 26 0.0495238 +{C0} 25 0 0 0 0 0 0 0 0 0 0 25 0.047619 +{C5} 25 0 0 0 0 0 0 0 0 0 0 25 0.047619 +{C6} 23 0 0 0 0 0 0 0 0 0 0 23 0.0438095 +{C8} 17 0 0 0 0 0 0 0 0 0 0 17 0.032381 +Total 266 17 30 24 36 28 26 19 37 25 17 525 +Coverage 0.506667 0.032381 0.0571429 0.0457143 0.0685714 0.0533333 0.0495238 0.0361905 0.0704762 0.047619 0.032381 + +Cells 20 +Cell Id Cat3 Num2 C0 C1 C10 C11 C12 C13 C14 C15 C16 C17 C18 C19 C2 C3 C4 C5 C6 C7 C8 C9 Interest Frequency Coverage +C81 {C-1, C2} ]16.5;17.5] 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0.0629381 37 0.0704762 +C41 {C-1, C2} ]12.5;13.5] 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0618696 36 0.0685714 +C2 {C1} ]-inf;4] 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0607833 35 0.0666667 +C1 {C-1, C2} ]-inf;4] 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0.0596787 34 0.0647619 +C21 {C-1, C2} ]10.5;11.5] 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0550657 30 0.0571429 +C51 {C-1, C2} ]13.5;14.5] 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0526335 28 0.0533333 +C3 {C7} ]-inf;4] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0.0526335 28 0.0533333 +C4 {C9} ]-inf;4] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0.0513834 27 0.0514286 +C61 {C-1, C2} ]14.5;15.5] 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0.0501096 26 0.0495238 +C5 {C3} ]-inf;4] 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0.0501096 26 0.0495238 +C6 {C4} ]-inf;4] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0.0501096 26 0.0495238 +C91 {C-1, C2} ]17.5;18.5] 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0.0488111 25 0.047619 +C7 {C0} ]-inf;4] 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0488111 25 0.047619 +C8 {C5} ]-inf;4] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0.0488111 25 0.047619 +C31 {C-1, C2} ]11.5;12.5] 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.047487 24 0.0457143 +C9 {C6} ]-inf;4] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0.0461361 23 0.0438095 +C71 {C-1, C2} ]15.5;16.5] 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0.0404404 19 0.0361905 +C11 {C-1, C2} ]4;10.5] 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0373961 17 0.032381 +C101 {C-1, C2} ]18.5;+inf[ 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0.0373961 17 0.032381 +C10 {C8} ]-inf;4] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0.0373961 17 0.032381 + Total 0.047619 0.0666667 0.032381 0.0571429 0.0457143 0.0685714 0.0533333 0.0495238 0.0361905 0.0704762 0.047619 0.032381 0.0647619 0.0495238 0.0495238 0.047619 0.0438095 0.0533333 0.032381 0.0514286 1 525 1 diff --git a/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/C_PreparationReport.xls b/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/C_PreparationReport.xls new file mode 100644 index 000000000..b35a61c62 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/C_PreparationReport.xls @@ -0,0 +1,380 @@ +#Khiops 10.1.5 +Descriptive statistics + + +Problem description +Short description + +Dictionary Dictionary +Variables + Categorical 4 + Numerical 4 + Total 8 + +Database ./Dataset.txt +Sample percentage 50 +Sampling mode Include sample +Selection variable +Selection value +Instances 525 + +Learning task Classification analysis + +Target variable Categorical Cat1 + +Target variable stats +Value Frequency Coverage +C0 25 0.047619 +C1 35 0.0666667 +C10 17 0.032381 +C11 30 0.0571429 +C12 24 0.0457143 +C13 36 0.0685714 +C14 28 0.0533333 +C15 26 0.0495238 +C16 19 0.0361905 +C17 37 0.0704762 +C18 25 0.047619 +C19 17 0.032381 +C2 34 0.0647619 +C3 26 0.0495238 +C4 26 0.0495238 +C5 25 0.047619 +C6 23 0.0438095 +C7 28 0.0533333 +C8 17 0.032381 +C9 27 0.0514286 + +Evaluated variables 7 +Informative variables 6 + +Max number of constructed variables 0 +Max number of trees 0 +Max number of variable pairs 100 +Discretization MODL +Value grouping MODL + +Null model + Constr. cost 0.693147 + Prep. cost 80.0222 + Data cost 1512.53 + + +Categorical variables statistics + +Rank Name Level Groups Values Mode Mode coverage Constr. cost Prep. cost Data cost +R2 Cat3 0.407198 11 11 C-1 0.493333 2.77259 375.789 565.918 +R4 Cat2 0.397693 11 11 C-1 0.506667 2.77259 370.735 586.114 +R6 Cat0 0.0273175 10 404 C231 0.00952381 2.77259 549.881 997.069 + + +Numerical variables statistics + +Rank Name Level Intervals Values Min Max Mean Std dev Missing number Constr. cost Prep. cost Data cost +R1 Num1 0.619885 20 20 0 19 9.27047619 5.823367113 0 2.77259 602.844 0 +R3 Num3 0.403951 11 11 -1 9 1.645714286 3.31176916 0 2.77259 380.962 565.918 +R5 Num2 0.394446 11 11 -1 19 6.624761905 7.955480662 0 2.77259 375.909 586.114 +R7 Num0 0 1 404 1 996 498.9847619 289.4370953 0 0.693147 80.0222 1512.53 + + +-------------------------------------------------------------------------------- + +Variables detailed statistics + + +Rank R1 +Variable Numerical Num1 + +% target values +Interval C0 C1 C10 C11 C12 C13 C14 C15 C16 C17 C18 C19 C2 C3 C4 C5 C6 C7 C8 C9 Interest Frequency Coverage +]-inf;0.5] 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0488111 25 0.047619 +]0.5;1.5] 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0607833 35 0.0666667 +]1.5;2.5] 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0.0596787 34 0.0647619 +]2.5;3.5] 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0.0501096 26 0.0495238 +]3.5;4.5] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0.0501096 26 0.0495238 +]4.5;5.5] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0.0488111 25 0.047619 +]5.5;6.5] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0.0461361 23 0.0438095 +]6.5;7.5] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0.0526335 28 0.0533333 +]7.5;8.5] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0.0373961 17 0.032381 +]8.5;9.5] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0.0513834 27 0.0514286 +]9.5;10.5] 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0373961 17 0.032381 +]10.5;11.5] 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0550657 30 0.0571429 +]11.5;12.5] 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.047487 24 0.0457143 +]12.5;13.5] 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0618696 36 0.0685714 +]13.5;14.5] 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0526335 28 0.0533333 +]14.5;15.5] 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0.0501096 26 0.0495238 +]15.5;16.5] 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0.0404404 19 0.0361905 +]16.5;17.5] 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0.0629381 37 0.0704762 +]17.5;18.5] 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0.0488111 25 0.047619 +]18.5;+inf[ 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0.0373961 17 0.032381 +Total 0.047619 0.0666667 0.032381 0.0571429 0.0457143 0.0685714 0.0533333 0.0495238 0.0361905 0.0704762 0.047619 0.032381 0.0647619 0.0495238 0.0495238 0.047619 0.0438095 0.0533333 0.032381 0.0514286 1 525 1 + +---------------------------------------------- +Rank R2 +Variable Categorical Cat3 + +Variable stats +Group Size Value list +{C-1} 1 C-1 +{C1} 1 C1 +{C2} 1 C2 +{C7} 1 C7 +{C9} 1 C9 +{C3} 1 C3 +{C4} 1 C4 +{C0} 1 C0 +{C5} 1 C5 +{C6} 1 C6 +{C8} 1 C8 * + +% target values +Group C0 C1 C10 C11 C12 C13 C14 C15 C16 C17 C18 C19 C2 C3 C4 C5 C6 C7 C8 C9 Interest Frequency Coverage +{C-1} 0 0 0.0656371 0.11583 0.0926641 0.138996 0.108108 0.100386 0.0733591 0.142857 0.0965251 0.0656371 0 0 0 0 0 0 0 0 0.188313 259 0.493333 +{C1} 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0975325 35 0.0666667 +{C2} 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0.09576 34 0.0647619 +{C7} 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0.0844553 28 0.0533333 +{C9} 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0.0824495 27 0.0514286 +{C3} 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0.0804055 26 0.0495238 +{C4} 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0.0804055 26 0.0495238 +{C0} 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.078322 25 0.047619 +{C5} 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0.078322 25 0.047619 +{C6} 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0.0740296 23 0.0438095 +{C8} 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0.0600055 17 0.032381 +Total 0.047619 0.0666667 0.032381 0.0571429 0.0457143 0.0685714 0.0533333 0.0495238 0.0361905 0.0704762 0.047619 0.032381 0.0647619 0.0495238 0.0495238 0.047619 0.0438095 0.0533333 0.032381 0.0514286 1 525 1 + +Values +Value Frequency Coverage +C-1 259 0.493333 +C1 35 0.0666667 +C2 34 0.0647619 +C7 28 0.0533333 +C9 27 0.0514286 +C3 26 0.0495238 +C4 26 0.0495238 +C0 25 0.047619 +C5 25 0.047619 +C6 23 0.0438095 +C8 17 0.032381 + +---------------------------------------------- +Rank R3 +Variable Numerical Num3 + +% target values +Interval C0 C1 C10 C11 C12 C13 C14 C15 C16 C17 C18 C19 C2 C3 C4 C5 C6 C7 C8 C9 Interest Frequency Coverage +]-inf;-0.5] 0 0 0.0656371 0.11583 0.0926641 0.138996 0.108108 0.100386 0.0733591 0.142857 0.0965251 0.0656371 0 0 0 0 0 0 0 0 0.188313 259 0.493333 +]-0.5;0.5] 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.078322 25 0.047619 +]0.5;1.5] 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0975325 35 0.0666667 +]1.5;2.5] 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0.09576 34 0.0647619 +]2.5;3.5] 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0.0804055 26 0.0495238 +]3.5;4.5] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0.0804055 26 0.0495238 +]4.5;5.5] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0.078322 25 0.047619 +]5.5;6.5] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0.0740296 23 0.0438095 +]6.5;7.5] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0.0844553 28 0.0533333 +]7.5;8.5] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0.0600055 17 0.032381 +]8.5;+inf[ 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0.0824495 27 0.0514286 +Total 0.047619 0.0666667 0.032381 0.0571429 0.0457143 0.0685714 0.0533333 0.0495238 0.0361905 0.0704762 0.047619 0.032381 0.0647619 0.0495238 0.0495238 0.047619 0.0438095 0.0533333 0.032381 0.0514286 1 525 1 + +---------------------------------------------- +Rank R4 +Variable Categorical Cat2 + +Variable stats +Group Size Value list +{C-1} 1 C-1 +{C17} 1 C17 +{C13} 1 C13 +{C11} 1 C11 +{C14} 1 C14 +{C15} 1 C15 +{C18} 1 C18 +{C12} 1 C12 +{C16} 1 C16 +{C10} 1 C10 +{C19} 1 C19 * + +% target values +Group C0 C1 C10 C11 C12 C13 C14 C15 C16 C17 C18 C19 C2 C3 C4 C5 C6 C7 C8 C9 Interest Frequency Coverage +{C-1} 0.093985 0.131579 0 0 0 0 0 0 0 0 0 0 0.12782 0.0977444 0.0977444 0.093985 0.0864662 0.105263 0.0639098 0.101504 0.190093 266 0.506667 +{C17} 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0.103155 37 0.0704762 +{C13} 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.101404 36 0.0685714 +{C11} 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0902526 30 0.0571429 +{C14} 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0862663 28 0.0533333 +{C15} 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0.0821296 26 0.0495238 +{C18} 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0.0800014 25 0.047619 +{C12} 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0778311 24 0.0457143 +{C16} 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0.0662818 19 0.0361905 +{C10} 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0612922 17 0.032381 +{C19} 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0.0612922 17 0.032381 +Total 0.047619 0.0666667 0.032381 0.0571429 0.0457143 0.0685714 0.0533333 0.0495238 0.0361905 0.0704762 0.047619 0.032381 0.0647619 0.0495238 0.0495238 0.047619 0.0438095 0.0533333 0.032381 0.0514286 1 525 1 + +Values +Value Frequency Coverage +C-1 266 0.506667 +C17 37 0.0704762 +C13 36 0.0685714 +C11 30 0.0571429 +C14 28 0.0533333 +C15 26 0.0495238 +C18 25 0.047619 +C12 24 0.0457143 +C16 19 0.0361905 +C10 17 0.032381 +C19 17 0.032381 + +---------------------------------------------- +Rank R5 +Variable Numerical Num2 + +% target values +Interval C0 C1 C10 C11 C12 C13 C14 C15 C16 C17 C18 C19 C2 C3 C4 C5 C6 C7 C8 C9 Interest Frequency Coverage +]-inf;4] 0.093985 0.131579 0 0 0 0 0 0 0 0 0 0 0.12782 0.0977444 0.0977444 0.093985 0.0864662 0.105263 0.0639098 0.101504 0.190093 266 0.506667 +]4;10.5] 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0612922 17 0.032381 +]10.5;11.5] 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0902526 30 0.0571429 +]11.5;12.5] 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0778311 24 0.0457143 +]12.5;13.5] 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.101404 36 0.0685714 +]13.5;14.5] 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0862663 28 0.0533333 +]14.5;15.5] 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0.0821296 26 0.0495238 +]15.5;16.5] 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0.0662818 19 0.0361905 +]16.5;17.5] 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0.103155 37 0.0704762 +]17.5;18.5] 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0.0800014 25 0.047619 +]18.5;+inf[ 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0.0612922 17 0.032381 +Total 0.047619 0.0666667 0.032381 0.0571429 0.0457143 0.0685714 0.0533333 0.0495238 0.0361905 0.0704762 0.047619 0.032381 0.0647619 0.0495238 0.0495238 0.047619 0.0438095 0.0533333 0.032381 0.0514286 1 525 1 + +---------------------------------------------- +Rank R6 +Variable Categorical Cat0 + +Variable stats +Group Size Value list +{C546, C66, C1} 304 C546 C66 C1 * +{C798, C165, C198, ...} 14 C798 C165 C198 C225 C25 C285 C365 C378 C425 C598 C645 C718 C918 C98 +{C148, C683, C23, ...} 13 C148 C683 C23 C234 C243 C263 C294 C443 C454 C528 C554 C708 C954 +{C231, C881, C111, ...} 11 C231 C881 C111 C131 C151 C161 C241 C31 C41 C641 C721 +{C477, C577, C797, ...} 11 C477 C577 C797 C297 C317 C537 C597 C672 C792 C832 C97 +{C409, C749, C947, ...} 10 C409 C749 C947 C267 C349 C369 C449 C587 C667 C687 +{C233, C613, C113, ...} 10 C233 C613 C113 C153 C273 C33 C513 C773 C813 C93 +{C642, C860, C200, ...} 10 C642 C860 C200 C262 C540 C560 C62 C682 C862 C980 +{C670, C675, C230, ...} 10 C670 C675 C230 C250 C35 C475 C695 C850 C855 C955 +{C139, C159, C164, ...} 11 C139 C159 C164 C24 C544 C559 C636 C756 C824 C939 C996 + +% target values +Group C0 C1 C10 C11 C12 C13 C14 C15 C16 C17 C18 C19 C2 C3 C4 C5 C6 C7 C8 C9 Interest Frequency Coverage +{C798, C165, C198, ...} 0 0 0 0 0 0 0 0 0 0 0.517241 0 0 0 0 0.482759 0 0 0 0 0.135584 29 0.0552381 +{C233, C613, C113, ...} 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.117197 22 0.0419048 +{C148, C683, C23, ...} 0 0 0 0 0 0 0.357143 0 0 0 0 0 0 0.392857 0 0 0 0 0.25 0 0.111525 28 0.0533333 +{C477, C577, C797, ...} 0 0 0 0 0.24 0 0 0 0 0.76 0 0 0 0 0 0 0 0 0 0 0.109594 25 0.047619 +{C670, C675, C230, ...} 0 0 0.409091 0 0 0 0 0.590909 0 0 0 0 0 0 0 0 0 0 0 0 0.109444 22 0.0419048 +{C231, C881, C111, ...} 0 0.5 0 0.5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.108121 26 0.0495238 +{C409, C749, C947, ...} 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.478261 0 0.521739 0.103235 23 0.0438095 +{C642, C860, C200, ...} 0.5 0 0 0 0 0 0 0 0 0 0 0 0.5 0 0 0 0 0 0 0 0.0961076 22 0.0419048 +{C139, C159, C164, ...} 0 0 0 0 0 0 0 0 0.272727 0 0 0.363636 0 0 0.363636 0 0 0 0 0 0.0942558 22 0.0419048 +{C546, C66, C1} 0.0457516 0.0718954 0.0261438 0.0555556 0.0588235 0.0457516 0.0588235 0.0424837 0.0424837 0.0588235 0.0326797 0.0294118 0.0751634 0.0490196 0.0588235 0.0359477 0.0751634 0.0555556 0.0326797 0.0490196 0.014936 306 0.582857 +Total 0.047619 0.0666667 0.032381 0.0571429 0.0457143 0.0685714 0.0533333 0.0495238 0.0361905 0.0704762 0.047619 0.032381 0.0647619 0.0495238 0.0495238 0.047619 0.0438095 0.0533333 0.032381 0.0514286 1 525 1 + +Values +Value Frequency Coverage +C231 5 0.00952381 +C148 3 0.00571429 +C233 3 0.00571429 +C409 3 0.00571429 +C477 3 0.00571429 +C577 3 0.00571429 +C613 3 0.00571429 +C642 3 0.00571429 +C670 3 0.00571429 +C675 3 0.00571429 +C683 3 0.00571429 +C749 3 0.00571429 +C797 3 0.00571429 +C798 3 0.00571429 +C860 3 0.00571429 +C881 3 0.00571429 +C947 3 0.00571429 +C111 2 0.00380952 +C113 2 0.00380952 +C131 2 0.00380952 +C139 2 0.00380952 +C151 2 0.00380952 +C153 2 0.00380952 +C159 2 0.00380952 +C161 2 0.00380952 +C164 2 0.00380952 +C165 2 0.00380952 +C198 2 0.00380952 +C200 2 0.00380952 +C225 2 0.00380952 +C23 2 0.00380952 +C230 2 0.00380952 +C234 2 0.00380952 +C24 2 0.00380952 +C241 2 0.00380952 +C243 2 0.00380952 +C25 2 0.00380952 +C250 2 0.00380952 +C262 2 0.00380952 +C263 2 0.00380952 +C267 2 0.00380952 +C273 2 0.00380952 +C285 2 0.00380952 +C294 2 0.00380952 +C297 2 0.00380952 +C31 2 0.00380952 +C317 2 0.00380952 +C33 2 0.00380952 +C349 2 0.00380952 +C35 2 0.00380952 +C365 2 0.00380952 +C369 2 0.00380952 +C378 2 0.00380952 +C41 2 0.00380952 +C425 2 0.00380952 +C443 2 0.00380952 +C449 2 0.00380952 +C454 2 0.00380952 +C475 2 0.00380952 +C513 2 0.00380952 +C528 2 0.00380952 +C537 2 0.00380952 +C540 2 0.00380952 +C544 2 0.00380952 +C546 2 0.00380952 +C554 2 0.00380952 +C559 2 0.00380952 +C560 2 0.00380952 +C587 2 0.00380952 +C597 2 0.00380952 +C598 2 0.00380952 +C62 2 0.00380952 +C636 2 0.00380952 +C641 2 0.00380952 +C645 2 0.00380952 +C66 2 0.00380952 +C667 2 0.00380952 +C672 2 0.00380952 +C682 2 0.00380952 +C687 2 0.00380952 +C695 2 0.00380952 +C708 2 0.00380952 +C718 2 0.00380952 +C721 2 0.00380952 +C756 2 0.00380952 +C773 2 0.00380952 +C792 2 0.00380952 +C813 2 0.00380952 +C824 2 0.00380952 +C832 2 0.00380952 +C850 2 0.00380952 +C855 2 0.00380952 +C862 2 0.00380952 +C918 2 0.00380952 +C93 2 0.00380952 +C939 2 0.00380952 +C954 2 0.00380952 +C955 2 0.00380952 +C97 2 0.00380952 +C98 2 0.00380952 +C980 2 0.00380952 +C996 2 0.00380952 +C1 1 0.00190476 +... diff --git a/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/C_TestEvaluationReport.xls b/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/C_TestEvaluationReport.xls new file mode 100644 index 000000000..6ee314780 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/C_TestEvaluationReport.xls @@ -0,0 +1,20134 @@ +#Khiops 10.1.5 +Test evaluation report + +Dictionary Dictionary +Target variable Categorical Cat1 +Database ./Dataset.txt +Sample percentage 50 +Sampling mode Exclude sample +Selection variable +Selection value +Instances 475 + + +Predictors performance + +Classifier Accuracy Compression AUC +Selective Naive Bayes 1 0.987456 1 + + +-------------------------------------------------------------------------------- + +Predictors detailed performance + + +Classifier Selective Naive Bayes +Accuracy 1 +Compression 0.987456 +AUC 1 + +Confusion matrix + C0 C1 C10 C11 C12 C13 C14 C15 C16 C17 C18 C19 C2 C3 C4 C5 C6 C7 C8 C9 +$C0 27 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 +$C1 0 23 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 +$C10 0 0 21 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 +$C11 0 0 0 28 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 +$C12 0 0 0 0 19 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 +$C13 0 0 0 0 0 29 0 0 0 0 0 0 0 0 0 0 0 0 0 0 +$C14 0 0 0 0 0 0 32 0 0 0 0 0 0 0 0 0 0 0 0 0 +$C15 0 0 0 0 0 0 0 29 0 0 0 0 0 0 0 0 0 0 0 0 +$C16 0 0 0 0 0 0 0 0 22 0 0 0 0 0 0 0 0 0 0 0 +$C17 0 0 0 0 0 0 0 0 0 22 0 0 0 0 0 0 0 0 0 0 +$C18 0 0 0 0 0 0 0 0 0 0 32 0 0 0 0 0 0 0 0 0 +$C19 0 0 0 0 0 0 0 0 0 0 0 26 0 0 0 0 0 0 0 0 +$C2 0 0 0 0 0 0 0 0 0 0 0 0 19 0 0 0 0 0 0 0 +$C3 0 0 0 0 0 0 0 0 0 0 0 0 0 28 0 0 0 0 0 0 +$C4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 20 0 0 0 0 0 +$C5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 18 0 0 0 0 +$C6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 18 0 0 0 +$C7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 26 0 0 +$C8 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16 0 +$C9 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 20 + + + +---------------------------------------------- +Lift curves C0 +Size Random Optimal Selective Naive Bayes +0 0 0 0 +0.1 0.1 1.75926 1.75926 +0.2 0.2 3.51852 3.51852 +0.3 0.3 5.27778 5.27778 +0.4 0.4 7.03704 7.03704 +0.5 0.5 8.7963 8.7963 +0.6 0.6 10.5556 10.5556 +0.7 0.7 12.3148 12.3148 +0.8 0.8 14.0741 14.0741 +0.9 0.9 15.8333 15.8333 +1 1 17.5926 17.5926 +1.1 1.1 19.3519 19.3519 +1.2 1.2 21.1111 21.1111 +1.3 1.3 22.8704 22.8704 +1.4 1.4 24.6296 24.6296 +1.5 1.5 26.3889 26.3889 +1.6 1.6 28.1481 28.1481 +1.7 1.7 29.9074 29.9074 +1.8 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"variablesDetailedStatistics": { + "R1": { + "dataGrid": { + "isSupervised": true, + "dimensions": [ + { + "variable": "Cat1", + "type": "Categorical", + "partitionType": "Value groups", + "partition": [ + ["C3","C4"], + ["C5","C6"], + ["C11","C10"], + ["C15","C16"], + ["C9","C8"], + ["C18","C19"], + ["C17"], + ["C13"], + ["C1"], + ["C2"], + ["C14"], + ["C7"], + ["C0"], + ["C12"] + ], + "defaultGroupIndex": 4 + }, + { + "variable": "Num1", + "type": "Numerical", + "partitionType": "Intervals", + "partition": [ + [0,0.5], + [0.5,1.5], + [1.5,2.5], + [2.5,4.5], + [4.5,6.5], + [6.5,7.5], + [7.5,9.5], + [9.5,11.5], + [11.5,12.5], + [12.5,13.5], + [13.5,14.5], + [14.5,16.5], + [16.5,17.5], + [17.5,19] + ] + } + ], + "partTargetFrequencies": [ + [0,0,0,52,0,0,0,0,0,0,0,0,0,0], + [0,0,0,0,48,0,0,0,0,0,0,0,0,0], + [0,0,0,0,0,0,0,47,0,0,0,0,0,0], + [0,0,0,0,0,0,0,0,0,0,0,45,0,0], + [0,0,0,0,0,0,44,0,0,0,0,0,0,0], + [0,0,0,0,0,0,0,0,0,0,0,0,0,42], + [0,0,0,0,0,0,0,0,0,0,0,0,37,0], + [0,0,0,0,0,0,0,0,0,36,0,0,0,0], + [0,35,0,0,0,0,0,0,0,0,0,0,0,0], + [0,0,34,0,0,0,0,0,0,0,0,0,0,0], + [0,0,0,0,0,0,0,0,0,0,28,0,0,0], + [0,0,0,0,0,28,0,0,0,0,0,0,0,0], + [25,0,0,0,0,0,0,0,0,0,0,0,0,0], + [0,0,0,0,0,0,0,0,24,0,0,0,0,0] + ], + "partInterests": [0.0876988,0.0837552,0.082732,0.0806389,0.0795681,0.0773765,0.0715859,0.0703706,0.069135,0.0678786,0.0598654,0.0598654,0.0555178,0.0540118] + }, + "inputValues": { + "values": ["C17","C13","C1","C2","C11","C14","C7","C9","C15","C3","C4","C0","C18","C5","C12","C6","C16","C10","C19","C8"], + "frequencies": [37,36,35,34,30,28,28,27,26,26,26,25,25,25,24,23,19,17,17,17] + } + }, + "R2": { + "dataGrid": { + "isSupervised": true, + "dimensions": [ + { + "variable": "Cat3", + "type": "Categorical", + "partitionType": "Value groups", + "partition": [ + ["C-1"], + ["C1","C0"], + ["C2"], + ["C7"], + ["C9"], + ["C3"], + ["C4"], + ["C5"], + ["C6"], + ["C8"] + ], + "defaultGroupIndex": 9 + }, + { + "variable": "Num1", + "type": "Numerical", + "partitionType": "Intervals", + "partition": [ + [0,1.5], + [1.5,2.5], + [2.5,3.5], + [3.5,4.5], + [4.5,5.5], + [5.5,6.5], + [6.5,7.5], + [7.5,8.5], + [8.5,9.5], + [9.5,19] + ] + } + ], + "partTargetFrequencies": [ + [0,0,0,0,0,0,0,0,0,259], + [60,0,0,0,0,0,0,0,0,0], + [0,34,0,0,0,0,0,0,0,0], + [0,0,0,0,0,0,28,0,0,0], + [0,0,0,0,0,0,0,0,27,0], + [0,0,26,0,0,0,0,0,0,0], + [0,0,0,26,0,0,0,0,0,0], + [0,0,0,0,25,0,0,0,0,0], + [0,0,0,0,0,23,0,0,0,0], + [0,0,0,0,0,0,0,17,0,0] + ], + "partInterests": [0.196555,0.139782,0.0999514,0.0881519,0.0860583,0.0839248,0.0839248,0.0817501,0.0772699,0.0626319] + }, + "inputValues": { + "values": ["C-1","C1","C2","C7","C9","C3","C4","C0","C5","C6","C8"], + "frequencies": [259,35,34,28,27,26,26,25,25,23,17] + } + }, + "R3": { + "dataGrid": { + "isSupervised": true, + "dimensions": [ + { + "variable": "Cat2", + "type": "Categorical", + "partitionType": "Value groups", + "partition": [ + ["C-1"], + ["C18","C19"], + ["C17"], + ["C13"], + ["C11"], + ["C14"], + ["C15"], + ["C12"], + ["C16"], + ["C10"] + ], + "defaultGroupIndex": 1 + }, + { + "variable": "Num1", + "type": "Numerical", + "partitionType": "Intervals", + "partition": [ + [0,9.5], + [9.5,10.5], + [10.5,11.5], + [11.5,12.5], + [12.5,13.5], + [13.5,14.5], + [14.5,15.5], + [15.5,16.5], + [16.5,17.5], + [17.5,19] + ] + } + ], + "partTargetFrequencies": [ + [266,0,0,0,0,0,0,0,0,0], + [0,0,0,0,0,0,0,0,0,42], + [0,0,0,0,0,0,0,0,37,0], + [0,0,0,0,36,0,0,0,0,0], + [0,0,30,0,0,0,0,0,0,0], + [0,0,0,0,0,28,0,0,0,0], + [0,0,0,0,0,0,26,0,0,0], + [0,0,0,24,0,0,0,0,0,0], + [0,0,0,0,0,0,0,19,0,0], + [0,17,0,0,0,0,0,0,0,0] + ], + "partInterests": [0.195931,0.114924,0.106323,0.104518,0.0930242,0.0889154,0.0846517,0.0802212,0.0683172,0.0631744] + }, + "inputValues": { + "values": ["C-1","C17","C13","C11","C14","C15","C18","C12","C16","C10","C19"], + "frequencies": [266,37,36,30,28,26,25,24,19,17,17] + } + }, + "R4": { + "dataGrid": { + "isSupervised": true, + "dimensions": [ + { + "variable": "Num3", + "type": "Numerical", + "partitionType": "Intervals", + "partition": [ + [-1,-0.5], + [-0.5,1.5], + [1.5,2.5], + [2.5,3.5], + [3.5,5.5], + [5.5,7.5], + [7.5,9] + ] + }, + { + "variable": "Num1", + "type": "Numerical", + "partitionType": "Intervals", + "partition": [ + [0,1.5], + [1.5,2.5], + [2.5,3.5], + [3.5,5.5], + [5.5,7.5], + [7.5,9.5], + [9.5,19] + ] + } + ], + "partTargetFrequencies": [ + [0,0,0,0,0,0,259], + [60,0,0,0,0,0,0], + [0,34,0,0,0,0,0], + [0,0,26,0,0,0,0], + [0,0,0,51,0,0,0], + [0,0,0,0,51,0,0], + [0,0,0,0,0,44,0] + ], + "partInterests": [0.220153,0.156564,0.111951,0.0940007,0.14305,0.14305,0.131231] + } + }, + "R5": { + "dataGrid": { + "isSupervised": true, + "dimensions": [ + { + "variable": "Num2", + "type": "Numerical", + "partitionType": "Intervals", + "partition": [ + [-1,4], + [4,11.5], + [11.5,13.5], + [13.5,14.5], + [14.5,16.5], + [16.5,17.5], + [17.5,19] + ] + }, + { + "variable": "Num1", + "type": "Numerical", + "partitionType": "Intervals", + "partition": [ + [0,9.5], + [9.5,11.5], + [11.5,13.5], + [13.5,14.5], + [14.5,16.5], + [16.5,17.5], + [17.5,19] + ] + } + ], + "partTargetFrequencies": [ + [266,0,0,0,0,0,0], + [0,47,0,0,0,0,0], + [0,0,60,0,0,0,0], + [0,0,0,28,0,0,0], + [0,0,0,0,45,0,0], + [0,0,0,0,0,37,0], + [0,0,0,0,0,0,42] + ], + "partInterests": [0.220213,0.138107,0.158466,0.0999349,0.134613,0.1195,0.129167] + } + }, + "R6": { + "dataGrid": { + "isSupervised": true, + "dimensions": [ + { + "variable": "Cat0", + "type": "Categorical", + "partitionType": "Value groups", + "partition": [ + ["C1"], + ["C148","C409","C749","C947","C164","C165","C225","C24","C25","C267","C285","C349","C365","C369","C425","C449","C528","C544","C546","C587","C645","C66","C667","C687","C708","C824"], + ["C231","C233","C613","C670","C111","C113","C131","C151","C153","C230","C250","C273","C31","C33","C513","C672","C773","C792","C813","C832","C850","C93"], + ["C642","C683","C860","C881","C161","C200","C23","C241","C243","C262","C263","C41","C443","C540","C560","C62","C641","C682","C721","C862","C980"], + ["C477","C577","C797","C798","C139","C159","C198","C297","C317","C378","C537","C559","C597","C598","C718","C918","C939","C97","C98"], + ["C675","C234","C294","C35","C454","C475","C554","C636","C695","C756","C855","C954","C955","C996"] + ], + "defaultGroupIndex": 0 + }, + { + "variable": "Num1", + "type": "Numerical", + "partitionType": "Intervals", + "partition": [ + [0,3.5], + [3.5,9.5], + [9.5,13.5], + [13.5,16.5], + [16.5,19] + ] + } + ], + "partTargetFrequencies": [ + [74,90,57,44,37], + [0,56,0,0,0], + [0,0,50,0,0], + [46,0,0,0,0], + [0,0,0,0,42], + [0,0,0,29,0] + ], + "partInterests": [0.00403931,0.200587,0.222586,0.190017,0.222635,0.160135] + }, + "inputValues": { + "values": ["C231","C148","C233","C409","C477","C577","C613","C642","C670","C675","C683","C749","C797","C798","C860","C881","C947","C111","C113","C131","C139","C151","C153","C159","C161","C164","C165","C198","C200","C225","C23","C230","C234","C24","C241","C243","C25","C250","C262","C263","C267","C273","C285","C294","C297","C31","C317","C33","C349","C35","C365","C369","C378","C41","C425","C443","C449","C454","C475","C513","C528","C537","C540","C544","C546","C554","C559","C560","C587","C597","C598","C62","C636","C641","C645","C66","C667","C672","C682","C687","C695","C708","C718","C721","C756","C773","C792","C813","C824","C832","C850","C855","C862","C918","C93","C939","C954","C955","C97","C98","C980","C996","C1"," * "], + "frequencies": [5,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,1,301] + } + } + } + }, + "khiops_encoding": "ascii" +} diff --git a/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/R10_Modeling.kdic b/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/R10_Modeling.kdic new file mode 100644 index 000000000..d411d4df8 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/R10_Modeling.kdic @@ -0,0 +1,32 @@ +#Khiops 10.1.5 + +Dictionary SNB_Dictionary + +{ +Unused Numerical Num0 ; +Unused Numerical Num1 ; +Unused Numerical Num2 ; +Unused Numerical Num3 ; +Unused Categorical Cat0 ; +Unused Categorical Cat1 ; +Unused Categorical Cat2 ; +Unused Categorical Cat3 ; +Unused Structure(DataGrid) VNum1 = DataGrid(ValueSet(0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19), Frequencies(25, 35, 34, 26, 26, 25, 23, 28, 17, 27, 17, 30, 24, 36, 28, 26, 19, 37, 25, 17)) ; +Unused Structure(DataGrid) PCat1 = DataGrid(ValueGroups(ValueGroup("C3", "C4"), ValueGroup("C5", "C6"), ValueGroup("C11", "C10"), ValueGroup("C15", "C16"), ValueGroup("C9", "C8", " * "), ValueGroup("C18", "C19"), ValueGroup("C17"), ValueGroup("C13"), ValueGroup("C1"), ValueGroup("C2"), ValueGroup("C14"), ValueGroup("C7"), ValueGroup("C0"), ValueGroup("C12")), IntervalBounds(0.5, 1.5, 2.5, 4.5, 6.5, 7.5, 9.5, 11.5, 12.5, 13.5, 14.5, 16.5, 17.5), Frequencies(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 25, 0, 0, 0, 0, 0, 0, 0, 0, 0, 35, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 34, 0, 0, 0, 0, 52, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 48, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 28, 0, 0, 0, 0, 0, 0, 44, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 47, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 24, 0, 0, 0, 0, 0, 0, 0, 36, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 28, 0, 0, 0, 0, 0, 0, 45, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 37, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 42, 0, 0, 0, 0, 0, 0, 0, 0)) ; // DataGrid(Cat1, Num1) +Unused Structure(DataGrid) PCat2 = DataGrid(ValueGroups(ValueGroup("C-1"), ValueGroup("C18", "C19", " * "), ValueGroup("C17"), ValueGroup("C13"), ValueGroup("C11"), ValueGroup("C14"), ValueGroup("C15"), ValueGroup("C12"), ValueGroup("C16"), ValueGroup("C10")), IntervalBounds(9.5, 10.5, 11.5, 12.5, 13.5, 14.5, 15.5, 16.5, 17.5), Frequencies(266, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 17, 0, 0, 0, 0, 30, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 24, 0, 0, 0, 0, 0, 36, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 28, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 26, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 19, 0, 0, 0, 37, 0, 0, 0, 0, 0, 0, 0, 0, 42, 0, 0, 0, 0, 0, 0, 0, 0)) ; // DataGrid(Cat2, Num1) +Unused Structure(DataGrid) PCat3 = DataGrid(ValueGroups(ValueGroup("C-1"), ValueGroup("C1", "C0"), ValueGroup("C2"), ValueGroup("C7"), ValueGroup("C9"), ValueGroup("C3"), ValueGroup("C4"), ValueGroup("C5"), ValueGroup("C6"), ValueGroup("C8", " * ")), IntervalBounds(1.5, 2.5, 3.5, 4.5, 5.5, 6.5, 7.5, 8.5, 9.5), Frequencies(0, 60, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 34, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 26, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 26, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 25, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 23, 0, 0, 0, 0, 28, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 17, 0, 0, 0, 0, 27, 0, 0, 0, 0, 0, 259, 0, 0, 0, 0, 0, 0, 0, 0, 0)) ; // DataGrid(Cat3, Num1) +Unused Structure(RankRegressor) SNBRNum1 = SNBRankRegressor(Vector(0.2431640625, 0.3681640625, 0.3916015625), DataGridStats(PCat1, Cat1), DataGridStats(PCat2, Cat2), DataGridStats(PCat3, Cat3)) ; +Unused Numerical MRNum1 = TargetRankMean(SNBRNum1) ; +Unused Numerical SDRNum1 = TargetRankStandardDeviation(SNBRNum1) ; +Unused Numerical CPR1Num1 = TargetRankCumulativeProbAt(SNBRNum1, 0.2) ; // Partile 1 on 5 +Unused Numerical CPR2Num1 = TargetRankCumulativeProbAt(SNBRNum1, 0.4) ; // Partile 2 on 5 +Unused Numerical CPR3Num1 = TargetRankCumulativeProbAt(SNBRNum1, 0.6) ; // Partile 3 on 5 +Unused Numerical CPR4Num1 = TargetRankCumulativeProbAt(SNBRNum1, 0.8) ; // Partile 4 on 5 +Unused Numerical CPR5Num1 = TargetRankCumulativeProbAt(SNBRNum1, 1) ; // Partile 5 on 5 +Unused Numerical RankNum1 = ValueRank(VNum1, Num1) ; +Unused Numerical DRNum1 = TargetRankDensityAt(SNBRNum1, RankNum1) ; +Unused Structure(Regressor) SNBNum1 = SNBRegressor(SNBRNum1, VNum1) ; + Numerical MNum1 = TargetMean(SNBNum1) ; +Unused Numerical SDNum1 = TargetStandardDeviation(SNBNum1) ; +Unused Numerical DNum1 = TargetDensityAt(SNBNum1, Num1) ; +}; diff --git a/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/R10_ModelingReport.xls b/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/R10_ModelingReport.xls new file mode 100644 index 000000000..bb30f03b6 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/R10_ModelingReport.xls @@ -0,0 +1,30 @@ +#Khiops 10.1.5 +Modeling report + +Dictionary Dictionary +Target variable Num1 +Database ./Dataset.txt +Sample percentage 50 +Sampling mode Include sample +Selection variable +Selection value + + +Trained predictors + +Predictor Variables +Selective Naive Bayes 3 + + +-------------------------------------------------------------------------------- + +Trained predictors details + + +Predictor Selective Naive Bayes + +Selected variables +Prepared name Name Level Weight Importance +PCat3 Cat3 0.243026 0.391602 0.308496 +PCat2 Cat2 0.240286 0.368164 0.29743 +PCat1 Cat1 0.331706 0.243164 0.284005 diff --git a/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/R10_PreparationReport.xls b/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/R10_PreparationReport.xls new file mode 100644 index 000000000..31a80469b --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/R10_PreparationReport.xls @@ -0,0 +1,270 @@ +#Khiops 10.1.5 +Descriptive statistics + + +Problem description +Short description + +Dictionary Dictionary +Variables + Categorical 4 + Numerical 4 + Total 8 + +Database ./Dataset.txt +Sample percentage 50 +Sampling mode Include sample +Selection variable +Selection value +Instances 525 + +Learning task Regression analysis + +Target variable Numerical Num1 + +Values 20 +Min 0 +Max 19 +Mean 9.27047619 +Std dev 5.823367113 +Missing number 0 + +Evaluated variables 7 +Informative variables 6 + +Max number of constructed variables 0 +Max number of trees 0 +Max number of variable pairs 100 +Discretization MODL +Value grouping MODL + +Null model + Constr. cost 0.693147 + Prep. cost 0 + Data cost 2767.33 + + +Categorical variables statistics + +Rank Name Level Target intervals Groups Values Mode Mode coverage Constr. cost Prep. cost Data cost +R1 Cat1 0.331706 14 14 20 C17 0.0704762 2.63906 416.831 1430.39 +R2 Cat3 0.243026 10 10 11 C-1 0.493333 2.63906 233.474 1859.21 +R3 Cat2 0.240286 10 10 11 C-1 0.506667 2.63906 233.087 1867.18 +R6 Cat0 0.0303374 5 6 404 C231 0.00952381 2.63906 270.221 2411.19 + + +Numerical variables statistics + +Rank Name Level Target intervals Intervals Values Min Max Mean Std dev Missing number Constr. cost Prep. cost Data cost +R4 Num3 0.238836 7 7 11 -1 9 1.645714286 3.31176916 0 2.63906 151.76 1952.52 +R5 Num2 0.235389 7 7 11 -1 19 6.624761905 7.955480662 0 2.63906 151.358 1962.47 +R7 Num0 0 1 1 404 1 996 498.9847619 289.4370953 0 0.693147 0 2767.33 + + +-------------------------------------------------------------------------------- + +Variables detailed statistics + + +Rank R1 +Variable Categorical Cat1 + +Variable stats +Group Size Value list +{C3, C4} 2 C3 C4 +{C5, C6} 2 C5 C6 +{C11, C10} 2 C11 C10 +{C15, C16} 2 C15 C16 +{C9, C8} 2 C9 C8 * +{C18, C19} 2 C18 C19 +{C17} 1 C17 +{C13} 1 C13 +{C1} 1 C1 +{C2} 1 C2 +... ... + +% target values +Group ]-inf;0.5] ]0.5;1.5] ]1.5;2.5] ]2.5;4.5] ]4.5;6.5] ]6.5;7.5] ]7.5;9.5] ]9.5;11.5] ]11.5;12.5] ]12.5;13.5] ... Interest Frequency Coverage +{C3, C4} 0 0 0 1 0 0 0 0 0 0 ... 0.0876988 52 0.0990476 +{C5, C6} 0 0 0 0 1 0 0 0 0 0 ... 0.0837552 48 0.0914286 +{C11, C10} 0 0 0 0 0 0 0 1 0 0 ... 0.082732 47 0.0895238 +{C15, C16} 0 0 0 0 0 0 0 0 0 0 ... 0.0806389 45 0.0857143 +{C9, C8} 0 0 0 0 0 0 1 0 0 0 ... 0.0795681 44 0.0838095 +{C18, C19} 0 0 0 0 0 0 0 0 0 0 ... 0.0773765 42 0.08 +{C17} 0 0 0 0 0 0 0 0 0 0 ... 0.0715859 37 0.0704762 +{C13} 0 0 0 0 0 0 0 0 0 1 ... 0.0703706 36 0.0685714 +{C1} 0 1 0 0 0 0 0 0 0 0 ... 0.069135 35 0.0666667 +{C2} 0 0 1 0 0 0 0 0 0 0 ... 0.0678786 34 0.0647619 +... ... ... ... ... ... ... ... ... ... ... ... ... ... +Total 0.047619 0.0666667 0.0647619 0.0990476 0.0914286 0.0533333 0.0838095 0.0895238 0.0457143 0.0685714 ... 1 525 1 + +Values +Value Frequency Coverage +C17 37 0.0704762 +C13 36 0.0685714 +C1 35 0.0666667 +C2 34 0.0647619 +C11 30 0.0571429 +C14 28 0.0533333 +C7 28 0.0533333 +C9 27 0.0514286 +C15 26 0.0495238 +C3 26 0.0495238 +... + +---------------------------------------------- +Rank R2 +Variable Categorical Cat3 + +Variable stats +Group Size Value list +{C-1} 1 C-1 +{C1, C0} 2 C1 C0 +{C2} 1 C2 +{C7} 1 C7 +{C9} 1 C9 +{C3} 1 C3 +{C4} 1 C4 +{C5} 1 C5 +{C6} 1 C6 +{C8} 1 C8 * + +% target values +Group ]-inf;1.5] ]1.5;2.5] ]2.5;3.5] ]3.5;4.5] ]4.5;5.5] ]5.5;6.5] ]6.5;7.5] ]7.5;8.5] ]8.5;9.5] ]9.5;+inf[ Interest Frequency Coverage +{C-1} 0 0 0 0 0 0 0 0 0 1 0.196555 259 0.493333 +{C1, C0} 1 0 0 0 0 0 0 0 0 0 0.139782 60 0.114286 +{C2} 0 1 0 0 0 0 0 0 0 0 0.0999514 34 0.0647619 +{C7} 0 0 0 0 0 0 1 0 0 0 0.0881519 28 0.0533333 +{C9} 0 0 0 0 0 0 0 0 1 0 0.0860583 27 0.0514286 +{C3} 0 0 1 0 0 0 0 0 0 0 0.0839248 26 0.0495238 +{C4} 0 0 0 1 0 0 0 0 0 0 0.0839248 26 0.0495238 +{C5} 0 0 0 0 1 0 0 0 0 0 0.0817501 25 0.047619 +{C6} 0 0 0 0 0 1 0 0 0 0 0.0772699 23 0.0438095 +{C8} 0 0 0 0 0 0 0 1 0 0 0.0626319 17 0.032381 +Total 0.114286 0.0647619 0.0495238 0.0495238 0.047619 0.0438095 0.0533333 0.032381 0.0514286 0.493333 1 525 1 + +Values +Value Frequency Coverage +C-1 259 0.493333 +C1 35 0.0666667 +C2 34 0.0647619 +C7 28 0.0533333 +C9 27 0.0514286 +C3 26 0.0495238 +C4 26 0.0495238 +C0 25 0.047619 +C5 25 0.047619 +C6 23 0.0438095 +... + +---------------------------------------------- +Rank R3 +Variable Categorical Cat2 + +Variable stats +Group Size Value list +{C-1} 1 C-1 +{C18, C19} 2 C18 C19 * +{C17} 1 C17 +{C13} 1 C13 +{C11} 1 C11 +{C14} 1 C14 +{C15} 1 C15 +{C12} 1 C12 +{C16} 1 C16 +{C10} 1 C10 + +% target values +Group ]-inf;9.5] ]9.5;10.5] ]10.5;11.5] ]11.5;12.5] ]12.5;13.5] ]13.5;14.5] ]14.5;15.5] ]15.5;16.5] ]16.5;17.5] ]17.5;+inf[ Interest Frequency Coverage +{C-1} 1 0 0 0 0 0 0 0 0 0 0.195931 266 0.506667 +{C18, C19} 0 0 0 0 0 0 0 0 0 1 0.114924 42 0.08 +{C17} 0 0 0 0 0 0 0 0 1 0 0.106323 37 0.0704762 +{C13} 0 0 0 0 1 0 0 0 0 0 0.104518 36 0.0685714 +{C11} 0 0 1 0 0 0 0 0 0 0 0.0930242 30 0.0571429 +{C14} 0 0 0 0 0 1 0 0 0 0 0.0889154 28 0.0533333 +{C15} 0 0 0 0 0 0 1 0 0 0 0.0846517 26 0.0495238 +{C12} 0 0 0 1 0 0 0 0 0 0 0.0802212 24 0.0457143 +{C16} 0 0 0 0 0 0 0 1 0 0 0.0683172 19 0.0361905 +{C10} 0 1 0 0 0 0 0 0 0 0 0.0631744 17 0.032381 +Total 0.506667 0.032381 0.0571429 0.0457143 0.0685714 0.0533333 0.0495238 0.0361905 0.0704762 0.08 1 525 1 + +Values +Value Frequency Coverage +C-1 266 0.506667 +C17 37 0.0704762 +C13 36 0.0685714 +C11 30 0.0571429 +C14 28 0.0533333 +C15 26 0.0495238 +C18 25 0.047619 +C12 24 0.0457143 +C16 19 0.0361905 +C10 17 0.032381 +... + +---------------------------------------------- +Rank R4 +Variable Numerical Num3 + +% target values +Interval ]-inf;1.5] ]1.5;2.5] ]2.5;3.5] ]3.5;5.5] ]5.5;7.5] ]7.5;9.5] ]9.5;+inf[ Interest Frequency Coverage +]-inf;-0.5] 0 0 0 0 0 0 1 0.220153 259 0.493333 +]-0.5;1.5] 1 0 0 0 0 0 0 0.156564 60 0.114286 +]1.5;2.5] 0 1 0 0 0 0 0 0.111951 34 0.0647619 +]2.5;3.5] 0 0 1 0 0 0 0 0.0940007 26 0.0495238 +]3.5;5.5] 0 0 0 1 0 0 0 0.14305 51 0.0971429 +]5.5;7.5] 0 0 0 0 1 0 0 0.14305 51 0.0971429 +]7.5;+inf[ 0 0 0 0 0 1 0 0.131231 44 0.0838095 +Total 0.114286 0.0647619 0.0495238 0.0971429 0.0971429 0.0838095 0.493333 1 525 1 + +---------------------------------------------- +Rank R5 +Variable Numerical Num2 + +% target values +Interval ]-inf;9.5] ]9.5;11.5] ]11.5;13.5] ]13.5;14.5] ]14.5;16.5] ]16.5;17.5] ]17.5;+inf[ Interest Frequency Coverage +]-inf;4] 1 0 0 0 0 0 0 0.220213 266 0.506667 +]4;11.5] 0 1 0 0 0 0 0 0.138107 47 0.0895238 +]11.5;13.5] 0 0 1 0 0 0 0 0.158466 60 0.114286 +]13.5;14.5] 0 0 0 1 0 0 0 0.0999349 28 0.0533333 +]14.5;16.5] 0 0 0 0 1 0 0 0.134613 45 0.0857143 +]16.5;17.5] 0 0 0 0 0 1 0 0.1195 37 0.0704762 +]17.5;+inf[ 0 0 0 0 0 0 1 0.129167 42 0.08 +Total 0.506667 0.0895238 0.114286 0.0533333 0.0857143 0.0704762 0.08 1 525 1 + +---------------------------------------------- +Rank R6 +Variable Categorical Cat0 + +Variable stats +Group Size Value list +{C1} 302 C1 * +{C148, C409, C749, ...} 26 C148 C409 C749 C947 C164 C165 C225 C24 C25 C267 ... +{C231, C233, C613, ...} 22 C231 C233 C613 C670 C111 C113 C131 C151 C153 C230 ... +{C642, C683, C860, ...} 21 C642 C683 C860 C881 C161 C200 C23 C241 C243 C262 ... +{C477, C577, C797, ...} 19 C477 C577 C797 C798 C139 C159 C198 C297 C317 C378 ... +{C675, C234, C294, ...} 14 C675 C234 C294 C35 C454 C475 C554 C636 C695 C756 ... + +% target values +Group ]-inf;3.5] ]3.5;9.5] ]9.5;13.5] ]13.5;16.5] ]16.5;+inf[ Interest Frequency Coverage +{C477, C577, C797, ...} 0 0 0 0 1 0.222635 42 0.08 +{C231, C233, C613, ...} 0 0 1 0 0 0.222586 50 0.0952381 +{C148, C409, C749, ...} 0 1 0 0 0 0.200587 56 0.106667 +{C642, C683, C860, ...} 1 0 0 0 0 0.190017 46 0.087619 +{C675, C234, C294, ...} 0 0 0 1 0 0.160135 29 0.0552381 +{C1} 0.245033 0.298013 0.188742 0.145695 0.122517 0.00403931 302 0.575238 +Total 0.228571 0.278095 0.20381 0.139048 0.150476 1 525 1 + +Values +Value Frequency Coverage +C231 5 0.00952381 +C148 3 0.00571429 +C233 3 0.00571429 +C409 3 0.00571429 +C477 3 0.00571429 +C577 3 0.00571429 +C613 3 0.00571429 +C642 3 0.00571429 +C670 3 0.00571429 +C675 3 0.00571429 +... diff --git a/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/R10_TestEvaluationReport.xls b/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/R10_TestEvaluationReport.xls new file mode 100644 index 000000000..e13d419a9 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/R10_TestEvaluationReport.xls @@ -0,0 +1,1038 @@ +#Khiops 10.1.5 +Test evaluation report + +Dictionary Dictionary +Target variable Numerical Num1 +Database ./Dataset.txt +Sample percentage 50 +Sampling mode Exclude sample +Selection variable +Selection value +Instances 475 + + +Predictors performance + +Regressor RMSE MAE NLPD RankRMSE RankMAE RankNLPD +Selective Naive Bayes 0.190848 0.112083 -0.022637 0.00830421 0.00504789 -2.88336 + + +-------------------------------------------------------------------------------- + +Predictors detailed performance + + +Regressor Selective Naive Bayes +RMSE 0.190848 +MAE 0.112083 +NLPD -0.022637 +RankRMSE 0.00830421 +RankMAE 0.00504789 +RankNLPD -2.88336 + + + +---------------------------------------------- +REC curves +Size Selective Naive Bayes +0 0 +0.1 25.6842 +0.2 31.7895 +0.3 61.4737 +0.4 68.8421 +0.5 77.6842 +0.6 77.6842 +0.7 77.6842 +0.8 77.6842 +0.9 77.6842 +1 82.1053 +1.1 82.1053 +1.2 87.7895 +1.3 94.5263 +1.4 94.5263 +1.5 94.5263 +1.6 94.5263 +1.7 94.5263 +1.8 94.5263 +1.9 94.5263 +2 94.5263 +2.1 94.5263 +2.2 94.5263 +2.3 94.5263 +2.4 94.5263 +2.5 94.5263 +2.6 94.5263 +2.7 94.5263 +2.8 100 +2.9 100 +3 100 +3.1 100 +3.2 100 +3.3 100 +3.4 100 +3.5 100 +3.6 100 +3.7 100 +3.8 100 +3.9 100 +4 100 +4.1 100 +4.2 100 +4.3 100 +4.4 100 +4.5 100 +4.6 100 +4.7 100 +4.8 100 +4.9 100 +5 100 +5.1 100 +5.2 100 +5.3 100 +5.4 100 +5.5 100 +5.6 100 +5.7 100 +5.8 100 +5.9 100 +6 100 +6.1 100 +6.2 100 +6.3 100 +6.4 100 +6.5 100 +6.6 100 +6.7 100 +6.8 100 +6.9 100 +7 100 +7.1 100 +7.2 100 +7.3 100 +7.4 100 +7.5 100 +7.6 100 +7.7 100 +7.8 100 +7.9 100 +8 100 +8.1 100 +8.2 100 +8.3 100 +8.4 100 +8.5 100 +8.6 100 +8.7 100 +8.8 100 +8.9 100 +9 100 +9.1 100 +9.2 100 +9.3 100 +9.4 100 +9.5 100 +9.6 100 +9.7 100 +9.8 100 +9.9 100 +10 100 +10.1 100 +10.2 100 +10.3 100 +10.4 100 +10.5 100 +10.6 100 +10.7 100 +10.8 100 +10.9 100 +11 100 +11.1 100 +11.2 100 +11.3 100 +11.4 100 +11.5 100 +11.6 100 +11.7 100 +11.8 100 +11.9 100 +12 100 +12.1 100 +12.2 100 +12.3 100 +12.4 100 +12.5 100 +12.6 100 +12.7 100 +12.8 100 +12.9 100 +13 100 +13.1 100 +13.2 100 +13.3 100 +13.4 100 +13.5 100 +13.6 100 +13.7 100 +13.8 100 +13.9 100 +14 100 +14.1 100 +14.2 100 +14.3 100 +14.4 100 +14.5 100 +14.6 100 +14.7 100 +14.8 100 +14.9 100 +15 100 +15.1 100 +15.2 100 +15.3 100 +15.4 100 +15.5 100 +15.6 100 +15.7 100 +15.8 100 +15.9 100 +16 100 +16.1 100 +16.2 100 +16.3 100 +16.4 100 +16.5 100 +16.6 100 +16.7 100 +16.8 100 +16.9 100 +17 100 +17.1 100 +17.2 100 +17.3 100 +17.4 100 +17.5 100 +17.6 100 +17.7 100 +17.8 100 +17.9 100 +18 100 +18.1 100 +18.2 100 +18.3 100 +18.4 100 +18.5 100 +18.6 100 +18.7 100 +18.8 100 +18.9 100 +19 100 +19.1 100 +19.2 100 +19.3 100 +19.4 100 +19.5 100 +19.6 100 +19.7 100 +19.8 100 +19.9 100 +20 100 +20.1 100 +20.2 100 +20.3 100 +20.4 100 +20.5 100 +20.6 100 +20.7 100 +20.8 100 +20.9 100 +21 100 +21.1 100 +21.2 100 +21.3 100 +21.4 100 +21.5 100 +21.6 100 +21.7 100 +21.8 100 +21.9 100 +22 100 +22.1 100 +22.2 100 +22.3 100 +22.4 100 +22.5 100 +22.6 100 +22.7 100 +22.8 100 +22.9 100 +23 100 +23.1 100 +23.2 100 +23.3 100 +23.4 100 +23.5 100 +23.6 100 +23.7 100 +23.8 100 +23.9 100 +24 100 +24.1 100 +24.2 100 +24.3 100 +24.4 100 +24.5 100 +24.6 100 +24.7 100 +24.8 100 +24.9 100 +25 100 +25.1 100 +25.2 100 +25.3 100 +25.4 100 +25.5 100 +25.6 100 +25.7 100 +25.8 100 +25.9 100 +26 100 +26.1 100 +26.2 100 +26.3 100 +26.4 100 +26.5 100 +26.6 100 +26.7 100 +26.8 100 +26.9 100 +27 100 +27.1 100 +27.2 100 +27.3 100 +27.4 100 +27.5 100 +27.6 100 +27.7 100 +27.8 100 +27.9 100 +28 100 +28.1 100 +28.2 100 +28.3 100 +28.4 100 +28.5 100 +28.6 100 +28.7 100 +28.8 100 +28.9 100 +29 100 +29.1 100 +29.2 100 +29.3 100 +29.4 100 +29.5 100 +29.6 100 +29.7 100 +29.8 100 +29.9 100 +30 100 +30.1 100 +30.2 100 +30.3 100 +30.4 100 +30.5 100 +30.6 100 +30.7 100 +30.8 100 +30.9 100 +31 100 +31.1 100 +31.2 100 +31.3 100 +31.4 100 +31.5 100 +31.6 100 +31.7 100 +31.8 100 +31.9 100 +32 100 +32.1 100 +32.2 100 +32.3 100 +32.4 100 +32.5 100 +32.6 100 +32.7 100 +32.8 100 +32.9 100 +33 100 +33.1 100 +33.2 100 +33.3 100 +33.4 100 +33.5 100 +33.6 100 +33.7 100 +33.8 100 +33.9 100 +34 100 +34.1 100 +34.2 100 +34.3 100 +34.4 100 +34.5 100 +34.6 100 +34.7 100 +34.8 100 +34.9 100 +35 100 +35.1 100 +35.2 100 +35.3 100 +35.4 100 +35.5 100 +35.6 100 +35.7 100 +35.8 100 +35.9 100 +36 100 +36.1 100 +36.2 100 +36.3 100 +36.4 100 +36.5 100 +36.6 100 +36.7 100 +36.8 100 +36.9 100 +37 100 +37.1 100 +37.2 100 +37.3 100 +37.4 100 +37.5 100 +37.6 100 +37.7 100 +37.8 100 +37.9 100 +38 100 +38.1 100 +38.2 100 +38.3 100 +38.4 100 +38.5 100 +38.6 100 +38.7 100 +38.8 100 +38.9 100 +39 100 +39.1 100 +39.2 100 +39.3 100 +39.4 100 +39.5 100 +39.6 100 +39.7 100 +39.8 100 +39.9 100 +40 100 +40.1 100 +40.2 100 +40.3 100 +40.4 100 +40.5 100 +40.6 100 +40.7 100 +40.8 100 +40.9 100 +41 100 +41.1 100 +41.2 100 +41.3 100 +41.4 100 +41.5 100 +41.6 100 +41.7 100 +41.8 100 +41.9 100 +42 100 +42.1 100 +42.2 100 +42.3 100 +42.4 100 +42.5 100 +42.6 100 +42.7 100 +42.8 100 +42.9 100 +43 100 +43.1 100 +43.2 100 +43.3 100 +43.4 100 +43.5 100 +43.6 100 +43.7 100 +43.8 100 +43.9 100 +44 100 +44.1 100 +44.2 100 +44.3 100 +44.4 100 +44.5 100 +44.6 100 +44.7 100 +44.8 100 +44.9 100 +45 100 +45.1 100 +45.2 100 +45.3 100 +45.4 100 +45.5 100 +45.6 100 +45.7 100 +45.8 100 +45.9 100 +46 100 +46.1 100 +46.2 100 +46.3 100 +46.4 100 +46.5 100 +46.6 100 +46.7 100 +46.8 100 +46.9 100 +47 100 +47.1 100 +47.2 100 +47.3 100 +47.4 100 +47.5 100 +47.6 100 +47.7 100 +47.8 100 +47.9 100 +48 100 +48.1 100 +48.2 100 +48.3 100 +48.4 100 +48.5 100 +48.6 100 +48.7 100 +48.8 100 +48.9 100 +49 100 +49.1 100 +49.2 100 +49.3 100 +49.4 100 +49.5 100 +49.6 100 +49.7 100 +49.8 100 +49.9 100 +50 100 +50.1 100 +50.2 100 +50.3 100 +50.4 100 +50.5 100 +50.6 100 +50.7 100 +50.8 100 +50.9 100 +51 100 +51.1 100 +51.2 100 +51.3 100 +51.4 100 +51.5 100 +51.6 100 +51.7 100 +51.8 100 +51.9 100 +52 100 +52.1 100 +52.2 100 +52.3 100 +52.4 100 +52.5 100 +52.6 100 +52.7 100 +52.8 100 +52.9 100 +53 100 +53.1 100 +53.2 100 +53.3 100 +53.4 100 +53.5 100 +53.6 100 +53.7 100 +53.8 100 +53.9 100 +54 100 +54.1 100 +54.2 100 +54.3 100 +54.4 100 +54.5 100 +54.6 100 +54.7 100 +54.8 100 +54.9 100 +55 100 +55.1 100 +55.2 100 +55.3 100 +55.4 100 +55.5 100 +55.6 100 +55.7 100 +55.8 100 +55.9 100 +56 100 +56.1 100 +56.2 100 +56.3 100 +56.4 100 +56.5 100 +56.6 100 +56.7 100 +56.8 100 +56.9 100 +57 100 +57.1 100 +57.2 100 +57.3 100 +57.4 100 +57.5 100 +57.6 100 +57.7 100 +57.8 100 +57.9 100 +58 100 +58.1 100 +58.2 100 +58.3 100 +58.4 100 +58.5 100 +58.6 100 +58.7 100 +58.8 100 +58.9 100 +59 100 +59.1 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["C15"], + ["C12"], + ["C16"], + ["C10"] + ], + "defaultGroupIndex": 1 + }, + { + "variable": "Num1", + "type": "Numerical", + "partitionType": "Intervals", + "partition": [ + [0,9.5], + [9.5,10.5], + [10.5,11.5], + [11.5,12.5], + [12.5,13.5], + [13.5,14.5], + [14.5,15.5], + [15.5,16.5], + [16.5,17.5], + [17.5,19] + ] + } + ], + "partTargetFrequencies": [ + [266,0,0,0,0,0,0,0,0,0], + [0,0,0,0,0,0,0,0,0,42], + [0,0,0,0,0,0,0,0,37,0], + [0,0,0,0,36,0,0,0,0,0], + [0,0,30,0,0,0,0,0,0,0], + [0,0,0,0,0,28,0,0,0,0], + [0,0,0,0,0,0,26,0,0,0], + [0,0,0,24,0,0,0,0,0,0], + [0,0,0,0,0,0,0,19,0,0], + [0,17,0,0,0,0,0,0,0,0] + ], + "partInterests": [0.195931,0.114924,0.106323,0.104518,0.0930242,0.0889154,0.0846517,0.0802212,0.0683172,0.0631744] + }, + "inputValues": { + "values": ["C-1","C17","C13","C11","C14","C15","C18","C12","C16","C10","C19"], + "frequencies": [266,37,36,30,28,26,25,24,19,17,17] + } + }, + "R4": { + "dataGrid": { + "isSupervised": true, + "dimensions": [ + { + "variable": "Num3", + "type": "Numerical", + "partitionType": "Intervals", + "partition": [ + [-1,-0.5], + [-0.5,1.5], + [1.5,2.5], + [2.5,3.5], + [3.5,5.5], + [5.5,7.5], + [7.5,9] + ] + }, + { + "variable": "Num1", + "type": "Numerical", + "partitionType": "Intervals", + "partition": [ + [0,1.5], + [1.5,2.5], + [2.5,3.5], + [3.5,5.5], + [5.5,7.5], + [7.5,9.5], + [9.5,19] + ] + } + ], + "partTargetFrequencies": [ + [0,0,0,0,0,0,259], + [60,0,0,0,0,0,0], + [0,34,0,0,0,0,0], + [0,0,26,0,0,0,0], + [0,0,0,51,0,0,0], + [0,0,0,0,51,0,0], + [0,0,0,0,0,44,0] + ], + "partInterests": [0.220153,0.156564,0.111951,0.0940007,0.14305,0.14305,0.131231] + } + }, + "R5": { + "dataGrid": { + "isSupervised": true, + "dimensions": [ + { + "variable": "Num2", + "type": "Numerical", + "partitionType": "Intervals", + "partition": [ + [-1,4], + [4,11.5], + [11.5,13.5], + [13.5,14.5], + [14.5,16.5], + [16.5,17.5], + [17.5,19] + ] + }, + { + "variable": "Num1", + "type": "Numerical", + "partitionType": "Intervals", + "partition": [ 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--git a/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/R_Modeling.kdic b/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/R_Modeling.kdic new file mode 100644 index 000000000..d411d4df8 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/R_Modeling.kdic @@ -0,0 +1,32 @@ +#Khiops 10.1.5 + +Dictionary SNB_Dictionary + +{ +Unused Numerical Num0 ; +Unused Numerical Num1 ; +Unused Numerical Num2 ; +Unused Numerical Num3 ; +Unused Categorical Cat0 ; +Unused Categorical Cat1 ; +Unused Categorical Cat2 ; +Unused Categorical Cat3 ; +Unused Structure(DataGrid) VNum1 = DataGrid(ValueSet(0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19), Frequencies(25, 35, 34, 26, 26, 25, 23, 28, 17, 27, 17, 30, 24, 36, 28, 26, 19, 37, 25, 17)) ; +Unused Structure(DataGrid) PCat1 = DataGrid(ValueGroups(ValueGroup("C3", "C4"), ValueGroup("C5", "C6"), ValueGroup("C11", "C10"), ValueGroup("C15", "C16"), ValueGroup("C9", "C8", " * "), ValueGroup("C18", "C19"), ValueGroup("C17"), ValueGroup("C13"), ValueGroup("C1"), ValueGroup("C2"), ValueGroup("C14"), ValueGroup("C7"), ValueGroup("C0"), ValueGroup("C12")), IntervalBounds(0.5, 1.5, 2.5, 4.5, 6.5, 7.5, 9.5, 11.5, 12.5, 13.5, 14.5, 16.5, 17.5), Frequencies(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 25, 0, 0, 0, 0, 0, 0, 0, 0, 0, 35, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 34, 0, 0, 0, 0, 52, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 48, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 28, 0, 0, 0, 0, 0, 0, 44, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 47, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 24, 0, 0, 0, 0, 0, 0, 0, 36, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 28, 0, 0, 0, 0, 0, 0, 45, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 37, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 42, 0, 0, 0, 0, 0, 0, 0, 0)) ; // DataGrid(Cat1, Num1) +Unused Structure(DataGrid) PCat2 = DataGrid(ValueGroups(ValueGroup("C-1"), ValueGroup("C18", "C19", " * "), ValueGroup("C17"), ValueGroup("C13"), ValueGroup("C11"), ValueGroup("C14"), ValueGroup("C15"), ValueGroup("C12"), ValueGroup("C16"), ValueGroup("C10")), IntervalBounds(9.5, 10.5, 11.5, 12.5, 13.5, 14.5, 15.5, 16.5, 17.5), Frequencies(266, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 17, 0, 0, 0, 0, 30, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 24, 0, 0, 0, 0, 0, 36, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 28, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 26, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 19, 0, 0, 0, 37, 0, 0, 0, 0, 0, 0, 0, 0, 42, 0, 0, 0, 0, 0, 0, 0, 0)) ; // DataGrid(Cat2, Num1) +Unused Structure(DataGrid) PCat3 = DataGrid(ValueGroups(ValueGroup("C-1"), ValueGroup("C1", "C0"), ValueGroup("C2"), ValueGroup("C7"), ValueGroup("C9"), ValueGroup("C3"), ValueGroup("C4"), ValueGroup("C5"), ValueGroup("C6"), ValueGroup("C8", " * ")), IntervalBounds(1.5, 2.5, 3.5, 4.5, 5.5, 6.5, 7.5, 8.5, 9.5), Frequencies(0, 60, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 34, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 26, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 26, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 25, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 23, 0, 0, 0, 0, 28, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 17, 0, 0, 0, 0, 27, 0, 0, 0, 0, 0, 259, 0, 0, 0, 0, 0, 0, 0, 0, 0)) ; // DataGrid(Cat3, Num1) +Unused Structure(RankRegressor) SNBRNum1 = SNBRankRegressor(Vector(0.2431640625, 0.3681640625, 0.3916015625), DataGridStats(PCat1, Cat1), DataGridStats(PCat2, Cat2), DataGridStats(PCat3, Cat3)) ; +Unused Numerical MRNum1 = TargetRankMean(SNBRNum1) ; +Unused Numerical SDRNum1 = TargetRankStandardDeviation(SNBRNum1) ; +Unused Numerical CPR1Num1 = TargetRankCumulativeProbAt(SNBRNum1, 0.2) ; // Partile 1 on 5 +Unused Numerical CPR2Num1 = TargetRankCumulativeProbAt(SNBRNum1, 0.4) ; // Partile 2 on 5 +Unused Numerical CPR3Num1 = TargetRankCumulativeProbAt(SNBRNum1, 0.6) ; // Partile 3 on 5 +Unused Numerical CPR4Num1 = TargetRankCumulativeProbAt(SNBRNum1, 0.8) ; // Partile 4 on 5 +Unused Numerical CPR5Num1 = TargetRankCumulativeProbAt(SNBRNum1, 1) ; // Partile 5 on 5 +Unused Numerical RankNum1 = ValueRank(VNum1, Num1) ; +Unused Numerical DRNum1 = TargetRankDensityAt(SNBRNum1, RankNum1) ; +Unused Structure(Regressor) SNBNum1 = SNBRegressor(SNBRNum1, VNum1) ; + Numerical MNum1 = TargetMean(SNBNum1) ; +Unused Numerical SDNum1 = TargetStandardDeviation(SNBNum1) ; +Unused Numerical DNum1 = TargetDensityAt(SNBNum1, Num1) ; +}; diff --git a/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/R_ModelingReport.xls b/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/R_ModelingReport.xls new file mode 100644 index 000000000..bb30f03b6 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/R_ModelingReport.xls @@ -0,0 +1,30 @@ +#Khiops 10.1.5 +Modeling report + +Dictionary Dictionary +Target variable Num1 +Database ./Dataset.txt +Sample percentage 50 +Sampling mode Include sample +Selection variable +Selection value + + +Trained predictors + +Predictor Variables +Selective Naive Bayes 3 + + +-------------------------------------------------------------------------------- + +Trained predictors details + + +Predictor Selective Naive Bayes + +Selected variables +Prepared name Name Level Weight Importance +PCat3 Cat3 0.243026 0.391602 0.308496 +PCat2 Cat2 0.240286 0.368164 0.29743 +PCat1 Cat1 0.331706 0.243164 0.284005 diff --git a/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/R_PreparationReport.xls b/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/R_PreparationReport.xls new file mode 100644 index 000000000..8aa9288ae --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/R_PreparationReport.xls @@ -0,0 +1,378 @@ +#Khiops 10.1.5 +Descriptive statistics + + +Problem description +Short description + +Dictionary Dictionary +Variables + Categorical 4 + Numerical 4 + Total 8 + +Database ./Dataset.txt +Sample percentage 50 +Sampling mode Include sample +Selection variable +Selection value +Instances 525 + +Learning task Regression analysis + +Target variable Numerical Num1 + +Values 20 +Min 0 +Max 19 +Mean 9.27047619 +Std dev 5.823367113 +Missing number 0 + +Evaluated variables 7 +Informative variables 6 + +Max number of constructed variables 0 +Max number of trees 0 +Max number of variable pairs 100 +Discretization MODL +Value grouping MODL + +Null model + Constr. cost 0.693147 + Prep. cost 0 + Data cost 2767.33 + + +Categorical variables statistics + +Rank Name Level Target intervals Groups Values Mode Mode coverage Constr. cost Prep. cost Data cost +R1 Cat1 0.331706 14 14 20 C17 0.0704762 2.63906 416.831 1430.39 +R2 Cat3 0.243026 10 10 11 C-1 0.493333 2.63906 233.474 1859.21 +R3 Cat2 0.240286 10 10 11 C-1 0.506667 2.63906 233.087 1867.18 +R6 Cat0 0.0303374 5 6 404 C231 0.00952381 2.63906 270.221 2411.19 + + +Numerical variables statistics + +Rank Name Level Target intervals Intervals Values Min Max Mean Std dev Missing number Constr. cost Prep. cost Data cost +R4 Num3 0.238836 7 7 11 -1 9 1.645714286 3.31176916 0 2.63906 151.76 1952.52 +R5 Num2 0.235389 7 7 11 -1 19 6.624761905 7.955480662 0 2.63906 151.358 1962.47 +R7 Num0 0 1 1 404 1 996 498.9847619 289.4370953 0 0.693147 0 2767.33 + + +-------------------------------------------------------------------------------- + +Variables detailed statistics + + +Rank R1 +Variable Categorical Cat1 + +Variable stats +Group Size Value list +{C3, C4} 2 C3 C4 +{C5, C6} 2 C5 C6 +{C11, C10} 2 C11 C10 +{C15, C16} 2 C15 C16 +{C9, C8} 2 C9 C8 * +{C18, C19} 2 C18 C19 +{C17} 1 C17 +{C13} 1 C13 +{C1} 1 C1 +{C2} 1 C2 +{C14} 1 C14 +{C7} 1 C7 +{C0} 1 C0 +{C12} 1 C12 + +% target values +Group ]-inf;0.5] ]0.5;1.5] ]1.5;2.5] ]2.5;4.5] ]4.5;6.5] ]6.5;7.5] ]7.5;9.5] ]9.5;11.5] ]11.5;12.5] ]12.5;13.5] ]13.5;14.5] ]14.5;16.5] ]16.5;17.5] ]17.5;+inf[ Interest Frequency Coverage +{C3, C4} 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0.0876988 52 0.0990476 +{C5, C6} 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0.0837552 48 0.0914286 +{C11, C10} 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0.082732 47 0.0895238 +{C15, C16} 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0.0806389 45 0.0857143 +{C9, C8} 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0.0795681 44 0.0838095 +{C18, C19} 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0.0773765 42 0.08 +{C17} 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0.0715859 37 0.0704762 +{C13} 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0.0703706 36 0.0685714 +{C1} 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0.069135 35 0.0666667 +{C2} 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0.0678786 34 0.0647619 +{C14} 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0.0598654 28 0.0533333 +{C7} 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0.0598654 28 0.0533333 +{C0} 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0555178 25 0.047619 +{C12} 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0.0540118 24 0.0457143 +Total 0.047619 0.0666667 0.0647619 0.0990476 0.0914286 0.0533333 0.0838095 0.0895238 0.0457143 0.0685714 0.0533333 0.0857143 0.0704762 0.08 1 525 1 + +Values +Value Frequency Coverage +C17 37 0.0704762 +C13 36 0.0685714 +C1 35 0.0666667 +C2 34 0.0647619 +C11 30 0.0571429 +C14 28 0.0533333 +C7 28 0.0533333 +C9 27 0.0514286 +C15 26 0.0495238 +C3 26 0.0495238 +C4 26 0.0495238 +C0 25 0.047619 +C18 25 0.047619 +C5 25 0.047619 +C12 24 0.0457143 +C6 23 0.0438095 +C16 19 0.0361905 +C10 17 0.032381 +C19 17 0.032381 +C8 17 0.032381 + +---------------------------------------------- +Rank R2 +Variable Categorical Cat3 + +Variable stats +Group Size Value list +{C-1} 1 C-1 +{C1, C0} 2 C1 C0 +{C2} 1 C2 +{C7} 1 C7 +{C9} 1 C9 +{C3} 1 C3 +{C4} 1 C4 +{C5} 1 C5 +{C6} 1 C6 +{C8} 1 C8 * + +% target values +Group ]-inf;1.5] ]1.5;2.5] ]2.5;3.5] ]3.5;4.5] ]4.5;5.5] ]5.5;6.5] ]6.5;7.5] ]7.5;8.5] ]8.5;9.5] ]9.5;+inf[ Interest Frequency Coverage +{C-1} 0 0 0 0 0 0 0 0 0 1 0.196555 259 0.493333 +{C1, C0} 1 0 0 0 0 0 0 0 0 0 0.139782 60 0.114286 +{C2} 0 1 0 0 0 0 0 0 0 0 0.0999514 34 0.0647619 +{C7} 0 0 0 0 0 0 1 0 0 0 0.0881519 28 0.0533333 +{C9} 0 0 0 0 0 0 0 0 1 0 0.0860583 27 0.0514286 +{C3} 0 0 1 0 0 0 0 0 0 0 0.0839248 26 0.0495238 +{C4} 0 0 0 1 0 0 0 0 0 0 0.0839248 26 0.0495238 +{C5} 0 0 0 0 1 0 0 0 0 0 0.0817501 25 0.047619 +{C6} 0 0 0 0 0 1 0 0 0 0 0.0772699 23 0.0438095 +{C8} 0 0 0 0 0 0 0 1 0 0 0.0626319 17 0.032381 +Total 0.114286 0.0647619 0.0495238 0.0495238 0.047619 0.0438095 0.0533333 0.032381 0.0514286 0.493333 1 525 1 + +Values +Value Frequency Coverage +C-1 259 0.493333 +C1 35 0.0666667 +C2 34 0.0647619 +C7 28 0.0533333 +C9 27 0.0514286 +C3 26 0.0495238 +C4 26 0.0495238 +C0 25 0.047619 +C5 25 0.047619 +C6 23 0.0438095 +C8 17 0.032381 + +---------------------------------------------- +Rank R3 +Variable Categorical Cat2 + +Variable stats +Group Size Value list +{C-1} 1 C-1 +{C18, C19} 2 C18 C19 * +{C17} 1 C17 +{C13} 1 C13 +{C11} 1 C11 +{C14} 1 C14 +{C15} 1 C15 +{C12} 1 C12 +{C16} 1 C16 +{C10} 1 C10 + +% target values +Group ]-inf;9.5] ]9.5;10.5] ]10.5;11.5] ]11.5;12.5] ]12.5;13.5] ]13.5;14.5] ]14.5;15.5] ]15.5;16.5] ]16.5;17.5] ]17.5;+inf[ Interest Frequency Coverage +{C-1} 1 0 0 0 0 0 0 0 0 0 0.195931 266 0.506667 +{C18, C19} 0 0 0 0 0 0 0 0 0 1 0.114924 42 0.08 +{C17} 0 0 0 0 0 0 0 0 1 0 0.106323 37 0.0704762 +{C13} 0 0 0 0 1 0 0 0 0 0 0.104518 36 0.0685714 +{C11} 0 0 1 0 0 0 0 0 0 0 0.0930242 30 0.0571429 +{C14} 0 0 0 0 0 1 0 0 0 0 0.0889154 28 0.0533333 +{C15} 0 0 0 0 0 0 1 0 0 0 0.0846517 26 0.0495238 +{C12} 0 0 0 1 0 0 0 0 0 0 0.0802212 24 0.0457143 +{C16} 0 0 0 0 0 0 0 1 0 0 0.0683172 19 0.0361905 +{C10} 0 1 0 0 0 0 0 0 0 0 0.0631744 17 0.032381 +Total 0.506667 0.032381 0.0571429 0.0457143 0.0685714 0.0533333 0.0495238 0.0361905 0.0704762 0.08 1 525 1 + +Values +Value Frequency Coverage +C-1 266 0.506667 +C17 37 0.0704762 +C13 36 0.0685714 +C11 30 0.0571429 +C14 28 0.0533333 +C15 26 0.0495238 +C18 25 0.047619 +C12 24 0.0457143 +C16 19 0.0361905 +C10 17 0.032381 +C19 17 0.032381 + +---------------------------------------------- +Rank R4 +Variable Numerical Num3 + +% target values +Interval ]-inf;1.5] ]1.5;2.5] ]2.5;3.5] ]3.5;5.5] ]5.5;7.5] ]7.5;9.5] ]9.5;+inf[ Interest Frequency Coverage +]-inf;-0.5] 0 0 0 0 0 0 1 0.220153 259 0.493333 +]-0.5;1.5] 1 0 0 0 0 0 0 0.156564 60 0.114286 +]1.5;2.5] 0 1 0 0 0 0 0 0.111951 34 0.0647619 +]2.5;3.5] 0 0 1 0 0 0 0 0.0940007 26 0.0495238 +]3.5;5.5] 0 0 0 1 0 0 0 0.14305 51 0.0971429 +]5.5;7.5] 0 0 0 0 1 0 0 0.14305 51 0.0971429 +]7.5;+inf[ 0 0 0 0 0 1 0 0.131231 44 0.0838095 +Total 0.114286 0.0647619 0.0495238 0.0971429 0.0971429 0.0838095 0.493333 1 525 1 + +---------------------------------------------- +Rank R5 +Variable Numerical Num2 + +% target values +Interval ]-inf;9.5] ]9.5;11.5] ]11.5;13.5] ]13.5;14.5] ]14.5;16.5] ]16.5;17.5] ]17.5;+inf[ Interest Frequency Coverage +]-inf;4] 1 0 0 0 0 0 0 0.220213 266 0.506667 +]4;11.5] 0 1 0 0 0 0 0 0.138107 47 0.0895238 +]11.5;13.5] 0 0 1 0 0 0 0 0.158466 60 0.114286 +]13.5;14.5] 0 0 0 1 0 0 0 0.0999349 28 0.0533333 +]14.5;16.5] 0 0 0 0 1 0 0 0.134613 45 0.0857143 +]16.5;17.5] 0 0 0 0 0 1 0 0.1195 37 0.0704762 +]17.5;+inf[ 0 0 0 0 0 0 1 0.129167 42 0.08 +Total 0.506667 0.0895238 0.114286 0.0533333 0.0857143 0.0704762 0.08 1 525 1 + +---------------------------------------------- +Rank R6 +Variable Categorical Cat0 + +Variable stats +Group Size Value list +{C1} 302 C1 * +{C148, C409, C749, ...} 26 C148 C409 C749 C947 C164 C165 C225 C24 C25 C267 C285 C349 C365 C369 C425 C449 C528 C544 C546 C587 C645 C66 C667 C687 C708 C824 +{C231, C233, C613, ...} 22 C231 C233 C613 C670 C111 C113 C131 C151 C153 C230 C250 C273 C31 C33 C513 C672 C773 C792 C813 C832 C850 C93 +{C642, C683, C860, ...} 21 C642 C683 C860 C881 C161 C200 C23 C241 C243 C262 C263 C41 C443 C540 C560 C62 C641 C682 C721 C862 C980 +{C477, C577, C797, ...} 19 C477 C577 C797 C798 C139 C159 C198 C297 C317 C378 C537 C559 C597 C598 C718 C918 C939 C97 C98 +{C675, C234, C294, ...} 14 C675 C234 C294 C35 C454 C475 C554 C636 C695 C756 C855 C954 C955 C996 + +% target values +Group ]-inf;3.5] ]3.5;9.5] ]9.5;13.5] ]13.5;16.5] ]16.5;+inf[ Interest Frequency Coverage +{C477, C577, C797, ...} 0 0 0 0 1 0.222635 42 0.08 +{C231, C233, C613, ...} 0 0 1 0 0 0.222586 50 0.0952381 +{C148, C409, C749, ...} 0 1 0 0 0 0.200587 56 0.106667 +{C642, C683, C860, ...} 1 0 0 0 0 0.190017 46 0.087619 +{C675, C234, C294, ...} 0 0 0 1 0 0.160135 29 0.0552381 +{C1} 0.245033 0.298013 0.188742 0.145695 0.122517 0.00403931 302 0.575238 +Total 0.228571 0.278095 0.20381 0.139048 0.150476 1 525 1 + +Values +Value Frequency Coverage +C231 5 0.00952381 +C148 3 0.00571429 +C233 3 0.00571429 +C409 3 0.00571429 +C477 3 0.00571429 +C577 3 0.00571429 +C613 3 0.00571429 +C642 3 0.00571429 +C670 3 0.00571429 +C675 3 0.00571429 +C683 3 0.00571429 +C749 3 0.00571429 +C797 3 0.00571429 +C798 3 0.00571429 +C860 3 0.00571429 +C881 3 0.00571429 +C947 3 0.00571429 +C111 2 0.00380952 +C113 2 0.00380952 +C131 2 0.00380952 +C139 2 0.00380952 +C151 2 0.00380952 +C153 2 0.00380952 +C159 2 0.00380952 +C161 2 0.00380952 +C164 2 0.00380952 +C165 2 0.00380952 +C198 2 0.00380952 +C200 2 0.00380952 +C225 2 0.00380952 +C23 2 0.00380952 +C230 2 0.00380952 +C234 2 0.00380952 +C24 2 0.00380952 +C241 2 0.00380952 +C243 2 0.00380952 +C25 2 0.00380952 +C250 2 0.00380952 +C262 2 0.00380952 +C263 2 0.00380952 +C267 2 0.00380952 +C273 2 0.00380952 +C285 2 0.00380952 +C294 2 0.00380952 +C297 2 0.00380952 +C31 2 0.00380952 +C317 2 0.00380952 +C33 2 0.00380952 +C349 2 0.00380952 +C35 2 0.00380952 +C365 2 0.00380952 +C369 2 0.00380952 +C378 2 0.00380952 +C41 2 0.00380952 +C425 2 0.00380952 +C443 2 0.00380952 +C449 2 0.00380952 +C454 2 0.00380952 +C475 2 0.00380952 +C513 2 0.00380952 +C528 2 0.00380952 +C537 2 0.00380952 +C540 2 0.00380952 +C544 2 0.00380952 +C546 2 0.00380952 +C554 2 0.00380952 +C559 2 0.00380952 +C560 2 0.00380952 +C587 2 0.00380952 +C597 2 0.00380952 +C598 2 0.00380952 +C62 2 0.00380952 +C636 2 0.00380952 +C641 2 0.00380952 +C645 2 0.00380952 +C66 2 0.00380952 +C667 2 0.00380952 +C672 2 0.00380952 +C682 2 0.00380952 +C687 2 0.00380952 +C695 2 0.00380952 +C708 2 0.00380952 +C718 2 0.00380952 +C721 2 0.00380952 +C756 2 0.00380952 +C773 2 0.00380952 +C792 2 0.00380952 +C813 2 0.00380952 +C824 2 0.00380952 +C832 2 0.00380952 +C850 2 0.00380952 +C855 2 0.00380952 +C862 2 0.00380952 +C918 2 0.00380952 +C93 2 0.00380952 +C939 2 0.00380952 +C954 2 0.00380952 +C955 2 0.00380952 +C97 2 0.00380952 +C98 2 0.00380952 +C980 2 0.00380952 +C996 2 0.00380952 +C1 1 0.00190476 +... diff --git a/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/R_TestEvaluationReport.xls b/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/R_TestEvaluationReport.xls new file mode 100644 index 000000000..e13d419a9 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/R_TestEvaluationReport.xls @@ -0,0 +1,1038 @@ +#Khiops 10.1.5 +Test evaluation report + +Dictionary Dictionary +Target variable Numerical Num1 +Database ./Dataset.txt +Sample percentage 50 +Sampling mode Exclude sample +Selection variable +Selection value +Instances 475 + + +Predictors performance + +Regressor RMSE MAE NLPD RankRMSE RankMAE RankNLPD +Selective Naive Bayes 0.190848 0.112083 -0.022637 0.00830421 0.00504789 -2.88336 + + +-------------------------------------------------------------------------------- + +Predictors detailed performance + + +Regressor Selective Naive Bayes +RMSE 0.190848 +MAE 0.112083 +NLPD -0.022637 +RankRMSE 0.00830421 +RankMAE 0.00504789 +RankNLPD -2.88336 + + + +---------------------------------------------- +REC curves +Size Selective Naive Bayes +0 0 +0.1 25.6842 +0.2 31.7895 +0.3 61.4737 +0.4 68.8421 +0.5 77.6842 +0.6 77.6842 +0.7 77.6842 +0.8 77.6842 +0.9 77.6842 +1 82.1053 +1.1 82.1053 +1.2 87.7895 +1.3 94.5263 +1.4 94.5263 +1.5 94.5263 +1.6 94.5263 +1.7 94.5263 +1.8 94.5263 +1.9 94.5263 +2 94.5263 +2.1 94.5263 +2.2 94.5263 +2.3 94.5263 +2.4 94.5263 +2.5 94.5263 +2.6 94.5263 +2.7 94.5263 +2.8 100 +2.9 100 +3 100 +3.1 100 +3.2 100 +3.3 100 +3.4 100 +3.5 100 +3.6 100 +3.7 100 +3.8 100 +3.9 100 +4 100 +4.1 100 +4.2 100 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"variable": "Num2", + "type": "Numerical", + "partitionType": "Intervals", + "partition": [ + [-1,4], + [4,19] + ] + }, + { + "variable": "Num3", + "type": "Numerical", + "partitionType": "Intervals", + "partition": [ + [-1,-0.5], + [-0.5,9] + ] + } + ], + "cellIds": ["C2","C3"], + "cellPartIndexes": [ + [1,0], + [0,1] + ], + "cellFrequencies": [259,266] + } + } + } + }, + "khiops_encoding": "ascii" +} diff --git a/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/U10_Preparation2DReport.xls b/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/U10_Preparation2DReport.xls new file mode 100644 index 000000000..486ee64b7 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/U10_Preparation2DReport.xls @@ -0,0 +1,816 @@ +#Khiops 10.1.5 +Descriptive statistics + + +Problem description +Short description + +Dictionary Dictionary +Variables + Categorical 4 + Numerical 4 + Total 8 + +Database ./Dataset.txt +Sample percentage 50 +Sampling mode Include sample +Selection variable +Selection value +Instances 525 + +Learning task Unsupervised analysis + +Evaluated variable pairs 28 +Informative variable pairs 15 + + +Variables pairs statistics + +Rank Name 1 Name 2 Level Variables Parts 1 Parts 2 Cells Constr. cost Prep. cost Data cost +R01 Cat1 Cat3 0.260616 2 10 10 10 5.90464 369.507 1537.74 +R02 Cat1 Cat2 0.257049 2 9 9 9 5.90464 339.961 1561.51 +R03 Cat1 Num1 0.213452 2 15 15 15 5.90464 515.732 2908.17 +R04 Cat3 Num1 0.177233 2 9 9 9 5.90464 263.918 2825.65 +R05 Cat3 Num3 0.176892 2 8 8 8 5.90464 231.364 2859.49 +R06 Cat2 Num1 0.174838 2 8 8 8 5.90464 231.156 2850.76 +R07 Cat2 Num2 0.174838 2 8 8 8 5.90464 231.156 2850.76 +R08 Cat2 Cat3 0.173621 2 2 2 2 5.90464 108.695 1512.53 +R09 Cat1 Num3 0.147772 2 9 9 9 5.90464 318.731 3391.57 +R10 Cat1 Num2 0.144857 2 8 8 8 5.90464 286.142 3436.87 +R11 Num1 Num3 0.115565 2 7 7 7 5.90464 169.907 4719.86 +R12 Num1 Num2 0.11337 2 7 7 7 5.90464 169.907 4732.01 +R13 Cat2 Num3 0.0906875 2 2 2 2 5.90464 63.5601 3333.25 +R14 Cat3 Num2 0.0901381 2 2 2 2 5.90464 63.7957 3353.45 +R15 Num2 Num3 0.0608136 2 2 2 2 5.90464 18.6608 5174.17 +R16 Cat0 Cat1 0 0 1 1 1 0.693147 711.586 4187.49 +R17 Cat0 Cat2 0 0 1 1 1 0.693147 679.198 3601.38 +R18 Cat0 Cat3 0 0 1 1 1 0.693147 679.198 3621.57 +R19 Cat0 Num0 0 0 1 1 1 0.693147 631.564 5442.3 +R20 Cat0 Num1 0 0 1 1 1 0.693147 631.564 5442.3 +R21 Cat0 Num2 0 0 1 1 1 0.693147 631.564 5442.3 +R22 Cat0 Num3 0 0 1 1 1 0.693147 631.564 5442.3 +R23 Cat1 Num0 0 0 1 1 1 0.693147 80.0222 4279.86 +R24 Cat2 Num0 0 0 1 1 1 0.693147 47.6336 3693.75 +R25 Cat3 Num0 0 0 1 1 1 0.693147 47.6336 3713.95 +R26 Num0 Num1 0 0 1 1 1 0.693147 0 5534.67 +R27 Num0 Num2 0 0 1 1 1 0.693147 0 5534.67 +R28 Num0 Num3 0 0 1 1 1 0.693147 0 5534.67 + + +-------------------------------------------------------------------------------- + +Variables pairs detailed statistics +(Pairs with two jointly informative variables) + + +Rank R01 +Variables + Type Name + Categorical Cat1 + Categorical Cat3 + +Variables stats +Cat1 +Group Frequency Coverage Size Value list +{C17} 259 0.493333 10 C17 * +{C6, C8} 40 0.0761905 2 C6 C8 +{C1} 35 0.0666667 1 C1 +{C2} 34 0.0647619 1 C2 +{C7} 28 0.0533333 1 C7 +{C9} 27 0.0514286 1 C9 +{C3} 26 0.0495238 1 C3 +{C4} 26 0.0495238 1 C4 +{C0} 25 0.047619 1 C0 +{C5} 25 0.047619 1 C5 +Cat3 +Group Frequency Coverage Size Value list +{C-1} 259 0.493333 1 C-1 +{C6, C8} 40 0.0761905 2 C6 C8 * +{C1} 35 0.0666667 1 C1 +{C2} 34 0.0647619 1 C2 +{C7} 28 0.0533333 1 C7 +{C9} 27 0.0514286 1 C9 +{C3} 26 0.0495238 1 C3 +{C4} 26 0.0495238 1 C4 +{C0} 25 0.047619 1 C0 +{C5} 25 0.047619 1 C5 + +Cell frequencies + Cat3 +Cat1 {C-1} {C6, C8} {C1} {C2} {C7} {C9} {C3} {C4} {C0} {C5} Total Coverage +{C17} 259 0 0 0 0 0 0 0 0 0 259 0.493333 +{C6, C8} 0 40 0 0 0 0 0 0 0 0 40 0.0761905 +{C1} 0 0 35 0 0 0 0 0 0 0 35 0.0666667 +{C2} 0 0 0 34 0 0 0 0 0 0 34 0.0647619 +{C7} 0 0 0 0 28 0 0 0 0 0 28 0.0533333 +{C9} 0 0 0 0 0 27 0 0 0 0 27 0.0514286 +{C3} 0 0 0 0 0 0 26 0 0 0 26 0.0495238 +{C4} 0 0 0 0 0 0 0 26 0 0 26 0.0495238 +{C0} 0 0 0 0 0 0 0 0 25 0 25 0.047619 +{C5} 0 0 0 0 0 0 0 0 0 25 25 0.047619 +Total 259 40 35 34 28 27 26 26 25 25 525 +Coverage 0.493333 0.0761905 0.0666667 0.0647619 0.0533333 0.0514286 0.0495238 0.0495238 0.047619 0.047619 + +Cells 10 +Cell Id Cat1 Cat3 Frequency Coverage +C1 {C17} {C-1} 259 0.493333 +C12 {C6, C8} {C6, C8} 40 0.0761905 +C23 {C1} {C1} 35 0.0666667 +C34 {C2} {C2} 34 0.0647619 +C45 {C7} {C7} 28 0.0533333 +C56 {C9} {C9} 27 0.0514286 +C67 {C3} {C3} 26 0.0495238 +C78 {C4} {C4} 26 0.0495238 +C89 {C0} {C0} 25 0.047619 +C100 {C5} {C5} 25 0.047619 + Total 525 1 + +---------------------------------------------- +Rank R02 +Variables + Type Name + Categorical Cat1 + Categorical Cat2 + +Variables stats +Cat1 +Group Frequency Coverage Size Value list +{C1} 266 0.506667 10 C1 * +{C12, C16} 43 0.0819048 2 C12 C16 +{C17} 37 0.0704762 1 C17 +{C13} 36 0.0685714 1 C13 +{C10, C19} 34 0.0647619 2 C10 C19 +{C11} 30 0.0571429 1 C11 +{C14} 28 0.0533333 1 C14 +{C15} 26 0.0495238 1 C15 +{C18} 25 0.047619 1 C18 +Cat2 +Group Frequency Coverage Size Value list +{C-1} 266 0.506667 1 C-1 +{C12, C16} 43 0.0819048 2 C12 C16 +{C17} 37 0.0704762 1 C17 +{C13} 36 0.0685714 1 C13 +{C10, C19} 34 0.0647619 2 C10 C19 * +{C11} 30 0.0571429 1 C11 +{C14} 28 0.0533333 1 C14 +{C15} 26 0.0495238 1 C15 +{C18} 25 0.047619 1 C18 + +Cell frequencies + Cat2 +Cat1 {C-1} {C12, C16} {C17} {C13} {C10, C19} {C11} {C14} {C15} {C18} Total Coverage +{C1} 266 0 0 0 0 0 0 0 0 266 0.506667 +{C12, C16} 0 43 0 0 0 0 0 0 0 43 0.0819048 +{C17} 0 0 37 0 0 0 0 0 0 37 0.0704762 +{C13} 0 0 0 36 0 0 0 0 0 36 0.0685714 +{C10, C19} 0 0 0 0 34 0 0 0 0 34 0.0647619 +{C11} 0 0 0 0 0 30 0 0 0 30 0.0571429 +{C14} 0 0 0 0 0 0 28 0 0 28 0.0533333 +{C15} 0 0 0 0 0 0 0 26 0 26 0.0495238 +{C18} 0 0 0 0 0 0 0 0 25 25 0.047619 +Total 266 43 37 36 34 30 28 26 25 525 +Coverage 0.506667 0.0819048 0.0704762 0.0685714 0.0647619 0.0571429 0.0533333 0.0495238 0.047619 + +Cells 9 +Cell Id Cat1 Cat2 Frequency Coverage +C1 {C1} {C-1} 266 0.506667 +C11 {C12, C16} {C12, C16} 43 0.0819048 +C21 {C17} {C17} 37 0.0704762 +C31 {C13} {C13} 36 0.0685714 +C41 {C10, C19} {C10, C19} 34 0.0647619 +C51 {C11} {C11} 30 0.0571429 +C61 {C14} {C14} 28 0.0533333 +C71 {C15} {C15} 26 0.0495238 +C81 {C18} {C18} 25 0.047619 + Total 525 1 + +---------------------------------------------- +Rank R03 +Variables + Type Name + Categorical Cat1 + Numerical Num1 + +Variables stats +Cat1 +Group Frequency Coverage Size Value list +{C5, C6} 48 0.0914286 2 C5 C6 +{C15, C16} 45 0.0857143 2 C15 C16 +{C7, C8} 45 0.0857143 2 C7 C8 * +{C9, C10} 44 0.0838095 2 C9 C10 +{C18, C19} 42 0.08 2 C18 C19 +{C17} 37 0.0704762 1 C17 +{C13} 36 0.0685714 1 C13 +{C1} 35 0.0666667 1 C1 +{C2} 34 0.0647619 1 C2 +{C11} 30 0.0571429 1 C11 +... ... ... ... +Num1 +Interval Frequency Coverage +]-inf;0.5] 25 0.047619 +]0.5;1.5] 35 0.0666667 +]1.5;2.5] 34 0.0647619 +]2.5;3.5] 26 0.0495238 +]3.5;4.5] 26 0.0495238 +]4.5;6.5] 48 0.0914286 +]6.5;8.5] 45 0.0857143 +]8.5;10.5] 44 0.0838095 +]10.5;11.5] 30 0.0571429 +]11.5;12.5] 24 0.0457143 +... ... ... ... + +Cell frequencies + Num1 +Cat1 ]-inf;0.5] ]0.5;1.5] ]1.5;2.5] ]2.5;3.5] ]3.5;4.5] ]4.5;6.5] ]6.5;8.5] ]8.5;10.5] ]10.5;11.5] ]11.5;12.5] ... Total Coverage +{C5, C6} 0 0 0 0 0 48 0 0 0 0 ... 48 0.0914286 +{C15, C16} 0 0 0 0 0 0 0 0 0 0 ... 45 0.0857143 +{C7, C8} 0 0 0 0 0 0 45 0 0 0 ... 45 0.0857143 +{C9, C10} 0 0 0 0 0 0 0 44 0 0 ... 44 0.0838095 +{C18, C19} 0 0 0 0 0 0 0 0 0 0 ... 42 0.08 +{C17} 0 0 0 0 0 0 0 0 0 0 ... 37 0.0704762 +{C13} 0 0 0 0 0 0 0 0 0 0 ... 36 0.0685714 +{C1} 0 35 0 0 0 0 0 0 0 0 ... 35 0.0666667 +{C2} 0 0 34 0 0 0 0 0 0 0 ... 34 0.0647619 +{C11} 0 0 0 0 0 0 0 0 30 0 ... 30 0.0571429 +... ... ... ... ... ... ... ... ... ... ... ... ... +Total 25 35 34 26 26 48 45 44 30 24 ... 337 +Coverage 0.074184 0.103858 0.10089 0.0771513 0.0771513 0.142433 0.133531 0.130564 0.0890208 0.0712166 ... + +Cells 15 +Cell Id Cat1 Num1 Frequency Coverage +C76 {C5, C6} ]4.5;6.5] 48 0.0914286 +C182 {C15, C16} ]14.5;16.5] 45 0.0857143 +C93 {C7, C8} ]6.5;8.5] 45 0.0857143 +C109 {C9, C10} ]8.5;10.5] 44 0.0838095 +C215 {C18, C19} ]17.5;+inf[ 42 0.08 +C201 {C17} ]16.5;17.5] 37 0.0704762 +C157 {C13} ]12.5;13.5] 36 0.0685714 +C23 {C1} ]0.5;1.5] 35 0.0666667 +C39 {C2} ]1.5;2.5] 34 0.0647619 +C130 {C11} ]10.5;11.5] 30 0.0571429 + ... ... ... ... + Total 525 1 + +---------------------------------------------- +Rank R04 +Variables + Type Name + Categorical Cat3 + Numerical Num1 + +Variables stats +Cat3 +Group Frequency Coverage Size Value list +{C-1} 259 0.493333 1 C-1 +{C5, C6} 48 0.0914286 2 C5 C6 +{C9, C8} 44 0.0838095 2 C9 C8 * +{C1} 35 0.0666667 1 C1 +{C2} 34 0.0647619 1 C2 +{C7} 28 0.0533333 1 C7 +{C3} 26 0.0495238 1 C3 +{C4} 26 0.0495238 1 C4 +{C0} 25 0.047619 1 C0 +Num1 +Interval Frequency Coverage +]-inf;0.5] 25 0.047619 +]0.5;1.5] 35 0.0666667 +]1.5;2.5] 34 0.0647619 +]2.5;3.5] 26 0.0495238 +]3.5;4.5] 26 0.0495238 +]4.5;6.5] 48 0.0914286 +]6.5;7.5] 28 0.0533333 +]7.5;9.5] 44 0.0838095 +]9.5;+inf[ 259 0.493333 + +Cell frequencies + Num1 +Cat3 ]-inf;0.5] ]0.5;1.5] ]1.5;2.5] ]2.5;3.5] ]3.5;4.5] ]4.5;6.5] ]6.5;7.5] ]7.5;9.5] ]9.5;+inf[ Total Coverage +{C-1} 0 0 0 0 0 0 0 0 259 259 0.493333 +{C5, C6} 0 0 0 0 0 48 0 0 0 48 0.0914286 +{C9, C8} 0 0 0 0 0 0 0 44 0 44 0.0838095 +{C1} 0 35 0 0 0 0 0 0 0 35 0.0666667 +{C2} 0 0 34 0 0 0 0 0 0 34 0.0647619 +{C7} 0 0 0 0 0 0 28 0 0 28 0.0533333 +{C3} 0 0 0 26 0 0 0 0 0 26 0.0495238 +{C4} 0 0 0 0 26 0 0 0 0 26 0.0495238 +{C0} 25 0 0 0 0 0 0 0 0 25 0.047619 +Total 25 35 34 26 26 48 28 44 259 525 +Coverage 0.047619 0.0666667 0.0647619 0.0495238 0.0495238 0.0914286 0.0533333 0.0838095 0.493333 + +Cells 9 +Cell Id Cat3 Num1 Frequency Coverage +C73 {C-1} ]9.5;+inf[ 259 0.493333 +C47 {C5, C6} ]4.5;6.5] 48 0.0914286 +C66 {C9, C8} ]7.5;9.5] 44 0.0838095 +C13 {C1} ]0.5;1.5] 35 0.0666667 +C23 {C2} ]1.5;2.5] 34 0.0647619 +C60 {C7} ]6.5;7.5] 28 0.0533333 +C34 {C3} ]2.5;3.5] 26 0.0495238 +C44 {C4} ]3.5;4.5] 26 0.0495238 +C9 {C0} ]-inf;0.5] 25 0.047619 + Total 525 1 + +---------------------------------------------- +Rank R05 +Variables + Type Name + Categorical Cat3 + Numerical Num3 + +Variables stats +Cat3 +Group Frequency Coverage Size Value list +{C-1} 259 0.493333 1 C-1 +{C3, C4} 52 0.0990476 2 C3 C4 +{C5, C6} 48 0.0914286 2 C5 C6 +{C9, C8} 44 0.0838095 2 C9 C8 * +{C1} 35 0.0666667 1 C1 +{C2} 34 0.0647619 1 C2 +{C7} 28 0.0533333 1 C7 +{C0} 25 0.047619 1 C0 +Num3 +Interval Frequency Coverage +]-inf;-0.5] 259 0.493333 +]-0.5;0.5] 25 0.047619 +]0.5;1.5] 35 0.0666667 +]1.5;2.5] 34 0.0647619 +]2.5;4.5] 52 0.0990476 +]4.5;6.5] 48 0.0914286 +]6.5;7.5] 28 0.0533333 +]7.5;+inf[ 44 0.0838095 + +Cell frequencies + Num3 +Cat3 ]-inf;-0.5] ]-0.5;0.5] ]0.5;1.5] ]1.5;2.5] ]2.5;4.5] ]4.5;6.5] ]6.5;7.5] ]7.5;+inf[ Total Coverage +{C-1} 259 0 0 0 0 0 0 0 259 0.493333 +{C3, C4} 0 0 0 0 52 0 0 0 52 0.0990476 +{C5, C6} 0 0 0 0 0 48 0 0 48 0.0914286 +{C9, C8} 0 0 0 0 0 0 0 44 44 0.0838095 +{C1} 0 0 35 0 0 0 0 0 35 0.0666667 +{C2} 0 0 0 34 0 0 0 0 34 0.0647619 +{C7} 0 0 0 0 0 0 28 0 28 0.0533333 +{C0} 0 25 0 0 0 0 0 0 25 0.047619 +Total 259 25 35 34 52 48 28 44 525 +Coverage 0.493333 0.047619 0.0666667 0.0647619 0.0990476 0.0914286 0.0533333 0.0838095 + +Cells 8 +Cell Id Cat3 Num3 Frequency Coverage +C1 {C-1} ]-inf;-0.5] 259 0.493333 +C34 {C3, C4} ]2.5;4.5] 52 0.0990476 +C43 {C5, C6} ]4.5;6.5] 48 0.0914286 +C60 {C9, C8} ]7.5;+inf[ 44 0.0838095 +C21 {C1} ]0.5;1.5] 35 0.0666667 +C30 {C2} ]1.5;2.5] 34 0.0647619 +C55 {C7} ]6.5;7.5] 28 0.0533333 +C16 {C0} ]-0.5;0.5] 25 0.047619 + Total 525 1 + +---------------------------------------------- +Rank R06 +Variables + Type Name + Categorical Cat2 + Numerical Num1 + +Variables stats +Cat2 +Group Frequency Coverage Size Value list +{C-1} 266 0.506667 1 C-1 +{C11, C10} 47 0.0895238 2 C11 C10 +{C15, C16} 45 0.0857143 2 C15 C16 +{C18, C19} 42 0.08 2 C18 C19 * +{C17} 37 0.0704762 1 C17 +{C13} 36 0.0685714 1 C13 +{C14} 28 0.0533333 1 C14 +{C12} 24 0.0457143 1 C12 +Num1 +Interval Frequency Coverage +]-inf;9.5] 266 0.506667 +]9.5;11.5] 47 0.0895238 +]11.5;12.5] 24 0.0457143 +]12.5;13.5] 36 0.0685714 +]13.5;14.5] 28 0.0533333 +]14.5;16.5] 45 0.0857143 +]16.5;17.5] 37 0.0704762 +]17.5;+inf[ 42 0.08 + +Cell frequencies + Num1 +Cat2 ]-inf;9.5] ]9.5;11.5] ]11.5;12.5] ]12.5;13.5] ]13.5;14.5] ]14.5;16.5] ]16.5;17.5] ]17.5;+inf[ Total Coverage +{C-1} 266 0 0 0 0 0 0 0 266 0.506667 +{C11, C10} 0 47 0 0 0 0 0 0 47 0.0895238 +{C15, C16} 0 0 0 0 0 45 0 0 45 0.0857143 +{C18, C19} 0 0 0 0 0 0 0 42 42 0.08 +{C17} 0 0 0 0 0 0 37 0 37 0.0704762 +{C13} 0 0 0 36 0 0 0 0 36 0.0685714 +{C14} 0 0 0 0 28 0 0 0 28 0.0533333 +{C12} 0 0 24 0 0 0 0 0 24 0.0457143 +Total 266 47 24 36 28 45 37 42 525 +Coverage 0.506667 0.0895238 0.0457143 0.0685714 0.0533333 0.0857143 0.0704762 0.08 + +Cells 8 +Cell Id Cat2 Num1 Frequency Coverage +C1 {C-1} ]-inf;9.5] 266 0.506667 +C10 {C11, C10} ]9.5;11.5] 47 0.0895238 +C43 {C15, C16} ]14.5;16.5] 45 0.0857143 +C60 {C18, C19} ]17.5;+inf[ 42 0.08 +C53 {C17} ]16.5;17.5] 37 0.0704762 +C30 {C13} ]12.5;13.5] 36 0.0685714 +C39 {C14} ]13.5;14.5] 28 0.0533333 +C24 {C12} ]11.5;12.5] 24 0.0457143 + Total 525 1 + +---------------------------------------------- +Rank R07 +Variables + Type Name + Categorical Cat2 + Numerical Num2 + +Variables stats +Cat2 +Group Frequency Coverage Size Value list +{C-1} 266 0.506667 1 C-1 +{C11, C10} 47 0.0895238 2 C11 C10 +{C15, C16} 45 0.0857143 2 C15 C16 +{C18, C19} 42 0.08 2 C18 C19 * +{C17} 37 0.0704762 1 C17 +{C13} 36 0.0685714 1 C13 +{C14} 28 0.0533333 1 C14 +{C12} 24 0.0457143 1 C12 +Num2 +Interval Frequency Coverage +]-inf;4] 266 0.506667 +]4;11.5] 47 0.0895238 +]11.5;12.5] 24 0.0457143 +]12.5;13.5] 36 0.0685714 +]13.5;14.5] 28 0.0533333 +]14.5;16.5] 45 0.0857143 +]16.5;17.5] 37 0.0704762 +]17.5;+inf[ 42 0.08 + +Cell frequencies + Num2 +Cat2 ]-inf;4] ]4;11.5] ]11.5;12.5] ]12.5;13.5] ]13.5;14.5] ]14.5;16.5] ]16.5;17.5] ]17.5;+inf[ Total Coverage +{C-1} 266 0 0 0 0 0 0 0 266 0.506667 +{C11, C10} 0 47 0 0 0 0 0 0 47 0.0895238 +{C15, C16} 0 0 0 0 0 45 0 0 45 0.0857143 +{C18, C19} 0 0 0 0 0 0 0 42 42 0.08 +{C17} 0 0 0 0 0 0 37 0 37 0.0704762 +{C13} 0 0 0 36 0 0 0 0 36 0.0685714 +{C14} 0 0 0 0 28 0 0 0 28 0.0533333 +{C12} 0 0 24 0 0 0 0 0 24 0.0457143 +Total 266 47 24 36 28 45 37 42 525 +Coverage 0.506667 0.0895238 0.0457143 0.0685714 0.0533333 0.0857143 0.0704762 0.08 + +Cells 8 +Cell Id Cat2 Num2 Frequency Coverage +C1 {C-1} ]-inf;4] 266 0.506667 +C10 {C11, C10} ]4;11.5] 47 0.0895238 +C43 {C15, C16} ]14.5;16.5] 45 0.0857143 +C60 {C18, C19} ]17.5;+inf[ 42 0.08 +C53 {C17} ]16.5;17.5] 37 0.0704762 +C30 {C13} ]12.5;13.5] 36 0.0685714 +C39 {C14} ]13.5;14.5] 28 0.0533333 +C24 {C12} ]11.5;12.5] 24 0.0457143 + Total 525 1 + +---------------------------------------------- +Rank R08 +Variables + Type Name + Categorical Cat2 + Categorical Cat3 + +Variables stats +Cat2 +Group Frequency Coverage Size Value list +{C-1} 266 0.506667 1 C-1 +{C17, C13, C11, ...} 259 0.493333 10 C17 C13 C11 C14 C15 C18 C12 C16 C10 C19 * +Cat3 +Group Frequency Coverage Size Value list +{C1, C2, C7, ...} 266 0.506667 10 C1 C2 C7 C9 C3 C4 C0 C5 C6 C8 * +{C-1} 259 0.493333 1 C-1 + +Cell frequencies + Cat3 +Cat2 {C1, C2, C7, ...} {C-1} Total Coverage +{C-1} 266 0 266 0.506667 +{C17, C13, C11, ...} 0 259 259 0.493333 +Total 266 259 525 +Coverage 0.506667 0.493333 + +Cells 2 +Cell Id Cat2 Cat3 Frequency Coverage +C1 {C-1} {C1, C2, C7, ...} 266 0.506667 +C4 {C17, C13, C11, ...} {C-1} 259 0.493333 + Total 525 1 + +---------------------------------------------- +Rank R09 +Variables + Type Name + Categorical Cat1 + Numerical Num3 + +Variables stats +Cat1 +Group Frequency Coverage Size Value list +{C17} 259 0.493333 10 C17 * +{C5, C6} 48 0.0914286 2 C5 C6 +{C9, C8} 44 0.0838095 2 C9 C8 +{C1} 35 0.0666667 1 C1 +{C2} 34 0.0647619 1 C2 +{C7} 28 0.0533333 1 C7 +{C3} 26 0.0495238 1 C3 +{C4} 26 0.0495238 1 C4 +{C0} 25 0.047619 1 C0 +Num3 +Interval Frequency Coverage +]-inf;-0.5] 259 0.493333 +]-0.5;0.5] 25 0.047619 +]0.5;1.5] 35 0.0666667 +]1.5;2.5] 34 0.0647619 +]2.5;3.5] 26 0.0495238 +]3.5;4.5] 26 0.0495238 +]4.5;6.5] 48 0.0914286 +]6.5;7.5] 28 0.0533333 +]7.5;+inf[ 44 0.0838095 + +Cell frequencies + Num3 +Cat1 ]-inf;-0.5] ]-0.5;0.5] ]0.5;1.5] ]1.5;2.5] ]2.5;3.5] ]3.5;4.5] ]4.5;6.5] ]6.5;7.5] ]7.5;+inf[ Total Coverage +{C17} 259 0 0 0 0 0 0 0 0 259 0.493333 +{C5, C6} 0 0 0 0 0 0 48 0 0 48 0.0914286 +{C9, C8} 0 0 0 0 0 0 0 0 44 44 0.0838095 +{C1} 0 0 35 0 0 0 0 0 0 35 0.0666667 +{C2} 0 0 0 34 0 0 0 0 0 34 0.0647619 +{C7} 0 0 0 0 0 0 0 28 0 28 0.0533333 +{C3} 0 0 0 0 26 0 0 0 0 26 0.0495238 +{C4} 0 0 0 0 0 26 0 0 0 26 0.0495238 +{C0} 0 25 0 0 0 0 0 0 0 25 0.047619 +Total 259 25 35 34 26 26 48 28 44 525 +Coverage 0.493333 0.047619 0.0666667 0.0647619 0.0495238 0.0495238 0.0914286 0.0533333 0.0838095 + +Cells 9 +Cell Id Cat1 Num3 Frequency Coverage +C1 {C17} ]-inf;-0.5] 259 0.493333 +C56 {C5, C6} ]4.5;6.5] 48 0.0914286 +C75 {C9, C8} ]7.5;+inf[ 44 0.0838095 +C22 {C1} ]0.5;1.5] 35 0.0666667 +C32 {C2} ]1.5;2.5] 34 0.0647619 +C69 {C7} ]6.5;7.5] 28 0.0533333 +C43 {C3} ]2.5;3.5] 26 0.0495238 +C53 {C4} ]3.5;4.5] 26 0.0495238 +C18 {C0} ]-0.5;0.5] 25 0.047619 + Total 525 1 + +---------------------------------------------- +Rank R10 +Variables + Type Name + Categorical Cat1 + Numerical Num2 + +Variables stats +Cat1 +Group Frequency Coverage Size Value list +{C1} 266 0.506667 10 C1 * +{C11, C10} 47 0.0895238 2 C11 C10 +{C15, C16} 45 0.0857143 2 C15 C16 +{C18, C19} 42 0.08 2 C18 C19 +{C17} 37 0.0704762 1 C17 +{C13} 36 0.0685714 1 C13 +{C14} 28 0.0533333 1 C14 +{C12} 24 0.0457143 1 C12 +Num2 +Interval Frequency Coverage +]-inf;4] 266 0.506667 +]4;11.5] 47 0.0895238 +]11.5;12.5] 24 0.0457143 +]12.5;13.5] 36 0.0685714 +]13.5;14.5] 28 0.0533333 +]14.5;16.5] 45 0.0857143 +]16.5;17.5] 37 0.0704762 +]17.5;+inf[ 42 0.08 + +Cell frequencies + Num2 +Cat1 ]-inf;4] ]4;11.5] ]11.5;12.5] ]12.5;13.5] ]13.5;14.5] ]14.5;16.5] ]16.5;17.5] ]17.5;+inf[ Total Coverage +{C1} 266 0 0 0 0 0 0 0 266 0.506667 +{C11, C10} 0 47 0 0 0 0 0 0 47 0.0895238 +{C15, C16} 0 0 0 0 0 45 0 0 45 0.0857143 +{C18, C19} 0 0 0 0 0 0 0 42 42 0.08 +{C17} 0 0 0 0 0 0 37 0 37 0.0704762 +{C13} 0 0 0 36 0 0 0 0 36 0.0685714 +{C14} 0 0 0 0 28 0 0 0 28 0.0533333 +{C12} 0 0 24 0 0 0 0 0 24 0.0457143 +Total 266 47 24 36 28 45 37 42 525 +Coverage 0.506667 0.0895238 0.0457143 0.0685714 0.0533333 0.0857143 0.0704762 0.08 + +Cells 8 +Cell Id Cat1 Num2 Frequency Coverage +C1 {C1} ]-inf;4] 266 0.506667 +C10 {C11, C10} ]4;11.5] 47 0.0895238 +C43 {C15, C16} ]14.5;16.5] 45 0.0857143 +C60 {C18, C19} ]17.5;+inf[ 42 0.08 +C53 {C17} ]16.5;17.5] 37 0.0704762 +C30 {C13} ]12.5;13.5] 36 0.0685714 +C39 {C14} ]13.5;14.5] 28 0.0533333 +C24 {C12} ]11.5;12.5] 24 0.0457143 + Total 525 1 + +---------------------------------------------- +Rank R11 +Variables + Type Name + Numerical Num1 + Numerical Num3 + +Variables stats +Num1 +Interval Frequency Coverage +]-inf;1.5] 60 0.114286 +]1.5;2.5] 34 0.0647619 +]2.5;3.5] 26 0.0495238 +]3.5;5.5] 51 0.0971429 +]5.5;7.5] 51 0.0971429 +]7.5;9.5] 44 0.0838095 +]9.5;+inf[ 259 0.493333 +Num3 +Interval Frequency Coverage +]-inf;-0.5] 259 0.493333 +]-0.5;1.5] 60 0.114286 +]1.5;2.5] 34 0.0647619 +]2.5;3.5] 26 0.0495238 +]3.5;5.5] 51 0.0971429 +]5.5;7.5] 51 0.0971429 +]7.5;+inf[ 44 0.0838095 + +Cell frequencies + Num3 +Num1 ]-inf;-0.5] ]-0.5;1.5] ]1.5;2.5] ]2.5;3.5] ]3.5;5.5] ]5.5;7.5] ]7.5;+inf[ Total Coverage +]-inf;1.5] 0 60 0 0 0 0 0 60 0.114286 +]1.5;2.5] 0 0 34 0 0 0 0 34 0.0647619 +]2.5;3.5] 0 0 0 26 0 0 0 26 0.0495238 +]3.5;5.5] 0 0 0 0 51 0 0 51 0.0971429 +]5.5;7.5] 0 0 0 0 0 51 0 51 0.0971429 +]7.5;9.5] 0 0 0 0 0 0 44 44 0.0838095 +]9.5;+inf[ 259 0 0 0 0 0 0 259 0.493333 +Total 259 60 34 26 51 51 44 525 +Coverage 0.493333 0.114286 0.0647619 0.0495238 0.0971429 0.0971429 0.0838095 + +Cells 7 +Cell Id Num1 Num3 Frequency Coverage +C7 ]9.5;+inf[ ]-inf;-0.5] 259 0.493333 +C8 ]-inf;1.5] ]-0.5;1.5] 60 0.114286 +C32 ]3.5;5.5] ]3.5;5.5] 51 0.0971429 +C40 ]5.5;7.5] ]5.5;7.5] 51 0.0971429 +C48 ]7.5;9.5] ]7.5;+inf[ 44 0.0838095 +C16 ]1.5;2.5] ]1.5;2.5] 34 0.0647619 +C24 ]2.5;3.5] ]2.5;3.5] 26 0.0495238 + Total 525 1 + +---------------------------------------------- +Rank R12 +Variables + Type Name + Numerical Num1 + Numerical Num2 + +Variables stats +Num1 +Interval Frequency Coverage +]-inf;9.5] 266 0.506667 +]9.5;11.5] 47 0.0895238 +]11.5;12.5] 24 0.0457143 +]12.5;13.5] 36 0.0685714 +]13.5;15.5] 54 0.102857 +]15.5;17.5] 56 0.106667 +]17.5;+inf[ 42 0.08 +Num2 +Interval Frequency Coverage +]-inf;4] 266 0.506667 +]4;11.5] 47 0.0895238 +]11.5;12.5] 24 0.0457143 +]12.5;13.5] 36 0.0685714 +]13.5;15.5] 54 0.102857 +]15.5;17.5] 56 0.106667 +]17.5;+inf[ 42 0.08 + +Cell frequencies + Num2 +Num1 ]-inf;4] ]4;11.5] ]11.5;12.5] ]12.5;13.5] ]13.5;15.5] ]15.5;17.5] ]17.5;+inf[ Total Coverage +]-inf;9.5] 266 0 0 0 0 0 0 266 0.506667 +]9.5;11.5] 0 47 0 0 0 0 0 47 0.0895238 +]11.5;12.5] 0 0 24 0 0 0 0 24 0.0457143 +]12.5;13.5] 0 0 0 36 0 0 0 36 0.0685714 +]13.5;15.5] 0 0 0 0 54 0 0 54 0.102857 +]15.5;17.5] 0 0 0 0 0 56 0 56 0.106667 +]17.5;+inf[ 0 0 0 0 0 0 42 42 0.08 +Total 266 47 24 36 54 56 42 525 +Coverage 0.506667 0.0895238 0.0457143 0.0685714 0.102857 0.106667 0.08 + +Cells 7 +Cell Id Num1 Num2 Frequency Coverage +C1 ]-inf;9.5] ]-inf;4] 266 0.506667 +C41 ]15.5;17.5] ]15.5;17.5] 56 0.106667 +C33 ]13.5;15.5] ]13.5;15.5] 54 0.102857 +C9 ]9.5;11.5] ]4;11.5] 47 0.0895238 +C49 ]17.5;+inf[ ]17.5;+inf[ 42 0.08 +C25 ]12.5;13.5] ]12.5;13.5] 36 0.0685714 +C17 ]11.5;12.5] ]11.5;12.5] 24 0.0457143 + Total 525 1 + +---------------------------------------------- +Rank R13 +Variables + Type Name + Categorical Cat2 + Numerical Num3 + +Variables stats +Cat2 +Group Frequency Coverage Size Value list +{C-1} 266 0.506667 1 C-1 +{C17, C13, C11, ...} 259 0.493333 10 C17 C13 C11 C14 C15 C18 C12 C16 C10 C19 * +Num3 +Interval Frequency Coverage +]-inf;-0.5] 259 0.493333 +]-0.5;+inf[ 266 0.506667 + +Cell frequencies + Num3 +Cat2 ]-inf;-0.5] ]-0.5;+inf[ Total Coverage +{C-1} 0 266 266 0.506667 +{C17, C13, C11, ...} 259 0 259 0.493333 +Total 259 266 525 +Coverage 0.493333 0.506667 + +Cells 2 +Cell Id Cat2 Num3 Frequency Coverage +C3 {C-1} ]-0.5;+inf[ 266 0.506667 +C2 {C17, C13, C11, ...} ]-inf;-0.5] 259 0.493333 + Total 525 1 + +---------------------------------------------- +Rank R14 +Variables + Type Name + Categorical Cat3 + Numerical Num2 + +Variables stats +Cat3 +Group Frequency Coverage Size Value list +{C1, C2, C7, ...} 266 0.506667 10 C1 C2 C7 C9 C3 C4 C0 C5 C6 C8 * +{C-1} 259 0.493333 1 C-1 +Num2 +Interval Frequency Coverage +]-inf;4] 266 0.506667 +]4;+inf[ 259 0.493333 + +Cell frequencies + Num2 +Cat3 ]-inf;4] ]4;+inf[ Total Coverage +{C1, C2, C7, ...} 266 0 266 0.506667 +{C-1} 0 259 259 0.493333 +Total 266 259 525 +Coverage 0.506667 0.493333 + +Cells 2 +Cell Id Cat3 Num2 Frequency Coverage +C1 {C1, C2, C7, ...} ]-inf;4] 266 0.506667 +C4 {C-1} ]4;+inf[ 259 0.493333 + Total 525 1 + +---------------------------------------------- +Rank R15 +Variables + Type Name + Numerical Num2 + Numerical Num3 + +Variables stats +Num2 +Interval Frequency Coverage +]-inf;4] 266 0.506667 +]4;+inf[ 259 0.493333 +Num3 +Interval Frequency Coverage +]-inf;-0.5] 259 0.493333 +]-0.5;+inf[ 266 0.506667 + +Cell frequencies + Num3 +Num2 ]-inf;-0.5] ]-0.5;+inf[ Total Coverage +]-inf;4] 0 266 266 0.506667 +]4;+inf[ 259 0 259 0.493333 +Total 259 266 525 +Coverage 0.493333 0.506667 + +Cells 2 +Cell Id Num2 Num3 Frequency Coverage +C3 ]-inf;4] ]-0.5;+inf[ 266 0.506667 +C2 ]4;+inf[ ]-inf;-0.5] 259 0.493333 + Total 525 1 diff --git a/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/U10_PreparationReport.xls b/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/U10_PreparationReport.xls new file mode 100644 index 000000000..785e087d2 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/U10_PreparationReport.xls @@ -0,0 +1,260 @@ +#Khiops 10.1.5 +Descriptive statistics + + +Problem description +Short description + +Dictionary Dictionary +Variables + Categorical 4 + Numerical 4 + Total 8 + +Database ./Dataset.txt +Sample percentage 50 +Sampling mode Include sample +Selection variable +Selection value +Instances 525 + +Learning task Unsupervised analysis + +Evaluated variables 8 + +Max number of constructed variables 0 +Max number of trees 0 +Max number of variable pairs 100 +Discretization EqualWidth(0, 20) +Value grouping BasicGrouping(0, 20) + + +Categorical variables statistics + +Rank Name Values Mode Mode coverage Constr. cost +R1 Cat0 404 C231 0.00952381 2.77259 +R2 Cat1 20 C17 0.0704762 2.77259 +R3 Cat2 11 C-1 0.506667 2.77259 +R4 Cat3 11 C-1 0.493333 2.77259 + + +Numerical variables statistics + +Rank Name Values Min Max Mean Std dev Missing number Constr. cost +R5 Num0 404 1 996 498.9847619 289.4370953 0 2.77259 +R6 Num1 20 0 19 9.27047619 5.823367113 0 2.77259 +R7 Num2 11 -1 19 6.624761905 7.955480662 0 2.77259 +R8 Num3 11 -1 9 1.645714286 3.31176916 0 2.77259 + + +-------------------------------------------------------------------------------- + +Variables detailed statistics + + +Rank R1 +Variable Categorical Cat0 + +Variable stats +Group Frequency Coverage Size Value list +{C131} 468 0.891429 385 C131 * +{C231} 5 0.00952381 1 C231 +{C148} 3 0.00571429 1 C148 +{C233} 3 0.00571429 1 C233 +{C409} 3 0.00571429 1 C409 +{C477} 3 0.00571429 1 C477 +{C577} 3 0.00571429 1 C577 +{C613} 3 0.00571429 1 C613 +{C642} 3 0.00571429 1 C642 +{C670} 3 0.00571429 1 C670 +... ... ... ... + + +Values +Value Frequency Coverage +C231 5 0.00952381 +C148 3 0.00571429 +C233 3 0.00571429 +C409 3 0.00571429 +C477 3 0.00571429 +C577 3 0.00571429 +C613 3 0.00571429 +C642 3 0.00571429 +C670 3 0.00571429 +C675 3 0.00571429 +... + +---------------------------------------------- +Rank R2 +Variable Categorical Cat1 + +Variable stats +Group Frequency Coverage Size Value list +{C17} 37 0.0704762 1 C17 +{C13} 36 0.0685714 1 C13 +{C1} 35 0.0666667 1 C1 +{C2} 34 0.0647619 1 C2 +{C11} 30 0.0571429 1 C11 +{C14} 28 0.0533333 1 C14 +{C7} 28 0.0533333 1 C7 +{C9} 27 0.0514286 1 C9 +{C15} 26 0.0495238 1 C15 +{C3} 26 0.0495238 1 C3 +... ... ... ... + + +Values +Value Frequency Coverage +C17 37 0.0704762 +C13 36 0.0685714 +C1 35 0.0666667 +C2 34 0.0647619 +C11 30 0.0571429 +C14 28 0.0533333 +C7 28 0.0533333 +C9 27 0.0514286 +C15 26 0.0495238 +C3 26 0.0495238 +... + +---------------------------------------------- +Rank R3 +Variable Categorical Cat2 + +Variable stats +Group Frequency Coverage Size Value list +{C-1} 266 0.506667 1 C-1 +{C17} 37 0.0704762 1 C17 +{C13} 36 0.0685714 1 C13 +{C11} 30 0.0571429 1 C11 +{C14} 28 0.0533333 1 C14 +{C15} 26 0.0495238 1 C15 +{C18} 25 0.047619 1 C18 +{C12} 24 0.0457143 1 C12 +{C16} 19 0.0361905 1 C16 +{C10} 17 0.032381 1 C10 +... ... ... ... + + +Values +Value Frequency Coverage +C-1 266 0.506667 +C17 37 0.0704762 +C13 36 0.0685714 +C11 30 0.0571429 +C14 28 0.0533333 +C15 26 0.0495238 +C18 25 0.047619 +C12 24 0.0457143 +C16 19 0.0361905 +C10 17 0.032381 +... + +---------------------------------------------- +Rank R4 +Variable Categorical Cat3 + +Variable stats +Group Frequency Coverage Size Value list +{C-1} 259 0.493333 1 C-1 +{C1} 35 0.0666667 1 C1 +{C2} 34 0.0647619 1 C2 +{C7} 28 0.0533333 1 C7 +{C9} 27 0.0514286 1 C9 +{C3} 26 0.0495238 1 C3 +{C4} 26 0.0495238 1 C4 +{C0} 25 0.047619 1 C0 +{C5} 25 0.047619 1 C5 +{C6} 23 0.0438095 1 C6 +... ... ... ... + + +Values +Value Frequency Coverage +C-1 259 0.493333 +C1 35 0.0666667 +C2 34 0.0647619 +C7 28 0.0533333 +C9 27 0.0514286 +C3 26 0.0495238 +C4 26 0.0495238 +C0 25 0.047619 +C5 25 0.047619 +C6 23 0.0438095 +... + +---------------------------------------------- +Rank R5 +Variable Numerical Num0 + +Variable stats +Interval Frequency Coverage +]-inf;50] 21 0.04 +]50;99.5] 28 0.0533333 +]99.5;150] 29 0.0552381 +]150;200.5] 32 0.0609524 +]200.5;248] 31 0.0590476 +]248;299] 33 0.0628571 +]299;353.5] 24 0.0457143 +]353.5;396] 20 0.0380952 +]396;447.5] 14 0.0266667 +]447.5;498.5] 24 0.0457143 +... ... ... ... + + +---------------------------------------------- +Rank R6 +Variable Numerical Num1 + +Variable stats +Interval Frequency Coverage +]-inf;0.5] 25 0.047619 +]0.5;1.5] 35 0.0666667 +]1.5;2.5] 34 0.0647619 +]2.5;3.5] 26 0.0495238 +]3.5;4.5] 26 0.0495238 +]4.5;5.5] 25 0.047619 +]5.5;6.5] 23 0.0438095 +]6.5;7.5] 28 0.0533333 +]7.5;8.5] 17 0.032381 +]8.5;9.5] 27 0.0514286 +... ... ... ... + + +---------------------------------------------- +Rank R7 +Variable Numerical Num2 + +Variable stats +Interval Frequency Coverage +]-inf;4] 266 0.506667 +]4;10.5] 17 0.032381 +]10.5;11.5] 30 0.0571429 +]11.5;12.5] 24 0.0457143 +]12.5;13.5] 36 0.0685714 +]13.5;14.5] 28 0.0533333 +]14.5;15.5] 26 0.0495238 +]15.5;16.5] 19 0.0361905 +]16.5;17.5] 37 0.0704762 +]17.5;18.5] 25 0.047619 +... ... ... ... + + +---------------------------------------------- +Rank R8 +Variable Numerical Num3 + +Variable stats +Interval Frequency Coverage +]-inf;-0.5] 259 0.493333 +]-0.5;0.5] 25 0.047619 +]0.5;1.5] 35 0.0666667 +]1.5;2.5] 34 0.0647619 +]2.5;3.5] 26 0.0495238 +]3.5;4.5] 26 0.0495238 +]4.5;5.5] 25 0.047619 +]5.5;6.5] 23 0.0438095 +]6.5;7.5] 28 0.0533333 +]7.5;8.5] 17 0.032381 +... ... ... ... + diff --git 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[4,19] + ] + } + ], + "cellIds": ["C1","C4"], + "cellPartIndexes": [ + [0,0], + [1,1] + ], + "cellFrequencies": [266,259] + } + }, + "R15": { + "dataGrid": { + "isSupervised": false, + "dimensions": [ + { + "variable": "Num2", + "type": "Numerical", + "partitionType": "Intervals", + "partition": [ + [-1,4], + [4,19] + ] + }, + { + "variable": "Num3", + "type": "Numerical", + "partitionType": "Intervals", + "partition": [ + [-1,-0.5], + [-0.5,9] + ] + } + ], + "cellIds": ["C2","C3"], + "cellPartIndexes": [ + [1,0], + [0,1] + ], + "cellFrequencies": [259,266] + } + } + } + }, + "khiops_encoding": "ascii" +} diff --git a/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/U_Preparation2DReport.xls b/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/U_Preparation2DReport.xls new file mode 100644 index 000000000..367e87d83 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/U_Preparation2DReport.xls @@ -0,0 +1,832 @@ +#Khiops 10.1.5 +Descriptive statistics + + +Problem description +Short description + +Dictionary Dictionary +Variables + Categorical 4 + Numerical 4 + Total 8 + +Database ./Dataset.txt +Sample percentage 50 +Sampling mode Include sample +Selection variable +Selection value +Instances 525 + +Learning task Unsupervised analysis + +Evaluated variable pairs 28 +Informative variable pairs 15 + + +Variables pairs statistics + +Rank Name 1 Name 2 Level Variables Parts 1 Parts 2 Cells Constr. cost Prep. cost Data cost +R01 Cat1 Cat3 0.260616 2 10 10 10 5.90464 369.507 1537.74 +R02 Cat1 Cat2 0.257049 2 9 9 9 5.90464 339.961 1561.51 +R03 Cat1 Num1 0.213452 2 15 15 15 5.90464 515.732 2908.17 +R04 Cat3 Num1 0.177233 2 9 9 9 5.90464 263.918 2825.65 +R05 Cat3 Num3 0.176892 2 8 8 8 5.90464 231.364 2859.49 +R06 Cat2 Num1 0.174838 2 8 8 8 5.90464 231.156 2850.76 +R07 Cat2 Num2 0.174838 2 8 8 8 5.90464 231.156 2850.76 +R08 Cat2 Cat3 0.173621 2 2 2 2 5.90464 108.695 1512.53 +R09 Cat1 Num3 0.147772 2 9 9 9 5.90464 318.731 3391.57 +R10 Cat1 Num2 0.144857 2 8 8 8 5.90464 286.142 3436.87 +R11 Num1 Num3 0.115565 2 7 7 7 5.90464 169.907 4719.86 +R12 Num1 Num2 0.11337 2 7 7 7 5.90464 169.907 4732.01 +R13 Cat2 Num3 0.0906875 2 2 2 2 5.90464 63.5601 3333.25 +R14 Cat3 Num2 0.0901381 2 2 2 2 5.90464 63.7957 3353.45 +R15 Num2 Num3 0.0608136 2 2 2 2 5.90464 18.6608 5174.17 +R16 Cat0 Cat1 0 0 1 1 1 0.693147 711.586 4187.49 +R17 Cat0 Cat2 0 0 1 1 1 0.693147 679.198 3601.38 +R18 Cat0 Cat3 0 0 1 1 1 0.693147 679.198 3621.57 +R19 Cat0 Num0 0 0 1 1 1 0.693147 631.564 5442.3 +R20 Cat0 Num1 0 0 1 1 1 0.693147 631.564 5442.3 +R21 Cat0 Num2 0 0 1 1 1 0.693147 631.564 5442.3 +R22 Cat0 Num3 0 0 1 1 1 0.693147 631.564 5442.3 +R23 Cat1 Num0 0 0 1 1 1 0.693147 80.0222 4279.86 +R24 Cat2 Num0 0 0 1 1 1 0.693147 47.6336 3693.75 +R25 Cat3 Num0 0 0 1 1 1 0.693147 47.6336 3713.95 +R26 Num0 Num1 0 0 1 1 1 0.693147 0 5534.67 +R27 Num0 Num2 0 0 1 1 1 0.693147 0 5534.67 +R28 Num0 Num3 0 0 1 1 1 0.693147 0 5534.67 + + +-------------------------------------------------------------------------------- + +Variables pairs detailed statistics +(Pairs with two jointly informative variables) + + +Rank R01 +Variables + Type Name + Categorical Cat1 + Categorical Cat3 + +Variables stats +Cat1 +Group Frequency Coverage Size Value list +{C17} 259 0.493333 10 C17 * +{C6, C8} 40 0.0761905 2 C6 C8 +{C1} 35 0.0666667 1 C1 +{C2} 34 0.0647619 1 C2 +{C7} 28 0.0533333 1 C7 +{C9} 27 0.0514286 1 C9 +{C3} 26 0.0495238 1 C3 +{C4} 26 0.0495238 1 C4 +{C0} 25 0.047619 1 C0 +{C5} 25 0.047619 1 C5 +Cat3 +Group Frequency Coverage Size Value list +{C-1} 259 0.493333 1 C-1 +{C6, C8} 40 0.0761905 2 C6 C8 * +{C1} 35 0.0666667 1 C1 +{C2} 34 0.0647619 1 C2 +{C7} 28 0.0533333 1 C7 +{C9} 27 0.0514286 1 C9 +{C3} 26 0.0495238 1 C3 +{C4} 26 0.0495238 1 C4 +{C0} 25 0.047619 1 C0 +{C5} 25 0.047619 1 C5 + +Cell frequencies + Cat3 +Cat1 {C-1} {C6, C8} {C1} {C2} {C7} {C9} {C3} {C4} {C0} {C5} Total Coverage +{C17} 259 0 0 0 0 0 0 0 0 0 259 0.493333 +{C6, C8} 0 40 0 0 0 0 0 0 0 0 40 0.0761905 +{C1} 0 0 35 0 0 0 0 0 0 0 35 0.0666667 +{C2} 0 0 0 34 0 0 0 0 0 0 34 0.0647619 +{C7} 0 0 0 0 28 0 0 0 0 0 28 0.0533333 +{C9} 0 0 0 0 0 27 0 0 0 0 27 0.0514286 +{C3} 0 0 0 0 0 0 26 0 0 0 26 0.0495238 +{C4} 0 0 0 0 0 0 0 26 0 0 26 0.0495238 +{C0} 0 0 0 0 0 0 0 0 25 0 25 0.047619 +{C5} 0 0 0 0 0 0 0 0 0 25 25 0.047619 +Total 259 40 35 34 28 27 26 26 25 25 525 +Coverage 0.493333 0.0761905 0.0666667 0.0647619 0.0533333 0.0514286 0.0495238 0.0495238 0.047619 0.047619 + +Cells 10 +Cell Id Cat1 Cat3 Frequency Coverage +C1 {C17} {C-1} 259 0.493333 +C12 {C6, C8} {C6, C8} 40 0.0761905 +C23 {C1} {C1} 35 0.0666667 +C34 {C2} {C2} 34 0.0647619 +C45 {C7} {C7} 28 0.0533333 +C56 {C9} {C9} 27 0.0514286 +C67 {C3} {C3} 26 0.0495238 +C78 {C4} {C4} 26 0.0495238 +C89 {C0} {C0} 25 0.047619 +C100 {C5} {C5} 25 0.047619 + Total 525 1 + +---------------------------------------------- +Rank R02 +Variables + Type Name + Categorical Cat1 + Categorical Cat2 + +Variables stats +Cat1 +Group Frequency Coverage Size Value list +{C1} 266 0.506667 10 C1 * +{C12, C16} 43 0.0819048 2 C12 C16 +{C17} 37 0.0704762 1 C17 +{C13} 36 0.0685714 1 C13 +{C10, C19} 34 0.0647619 2 C10 C19 +{C11} 30 0.0571429 1 C11 +{C14} 28 0.0533333 1 C14 +{C15} 26 0.0495238 1 C15 +{C18} 25 0.047619 1 C18 +Cat2 +Group Frequency Coverage Size Value list +{C-1} 266 0.506667 1 C-1 +{C12, C16} 43 0.0819048 2 C12 C16 +{C17} 37 0.0704762 1 C17 +{C13} 36 0.0685714 1 C13 +{C10, C19} 34 0.0647619 2 C10 C19 * +{C11} 30 0.0571429 1 C11 +{C14} 28 0.0533333 1 C14 +{C15} 26 0.0495238 1 C15 +{C18} 25 0.047619 1 C18 + +Cell frequencies + Cat2 +Cat1 {C-1} {C12, C16} {C17} {C13} {C10, C19} {C11} {C14} {C15} {C18} Total Coverage +{C1} 266 0 0 0 0 0 0 0 0 266 0.506667 +{C12, C16} 0 43 0 0 0 0 0 0 0 43 0.0819048 +{C17} 0 0 37 0 0 0 0 0 0 37 0.0704762 +{C13} 0 0 0 36 0 0 0 0 0 36 0.0685714 +{C10, C19} 0 0 0 0 34 0 0 0 0 34 0.0647619 +{C11} 0 0 0 0 0 30 0 0 0 30 0.0571429 +{C14} 0 0 0 0 0 0 28 0 0 28 0.0533333 +{C15} 0 0 0 0 0 0 0 26 0 26 0.0495238 +{C18} 0 0 0 0 0 0 0 0 25 25 0.047619 +Total 266 43 37 36 34 30 28 26 25 525 +Coverage 0.506667 0.0819048 0.0704762 0.0685714 0.0647619 0.0571429 0.0533333 0.0495238 0.047619 + +Cells 9 +Cell Id Cat1 Cat2 Frequency Coverage +C1 {C1} {C-1} 266 0.506667 +C11 {C12, C16} {C12, C16} 43 0.0819048 +C21 {C17} {C17} 37 0.0704762 +C31 {C13} {C13} 36 0.0685714 +C41 {C10, C19} {C10, C19} 34 0.0647619 +C51 {C11} {C11} 30 0.0571429 +C61 {C14} {C14} 28 0.0533333 +C71 {C15} {C15} 26 0.0495238 +C81 {C18} {C18} 25 0.047619 + Total 525 1 + +---------------------------------------------- +Rank R03 +Variables + Type Name + Categorical Cat1 + Numerical Num1 + +Variables stats +Cat1 +Group Frequency Coverage Size Value list +{C5, C6} 48 0.0914286 2 C5 C6 +{C15, C16} 45 0.0857143 2 C15 C16 +{C7, C8} 45 0.0857143 2 C7 C8 * +{C9, C10} 44 0.0838095 2 C9 C10 +{C18, C19} 42 0.08 2 C18 C19 +{C17} 37 0.0704762 1 C17 +{C13} 36 0.0685714 1 C13 +{C1} 35 0.0666667 1 C1 +{C2} 34 0.0647619 1 C2 +{C11} 30 0.0571429 1 C11 +{C14} 28 0.0533333 1 C14 +{C3} 26 0.0495238 1 C3 +{C4} 26 0.0495238 1 C4 +{C0} 25 0.047619 1 C0 +{C12} 24 0.0457143 1 C12 +Num1 +Interval Frequency Coverage +]-inf;0.5] 25 0.047619 +]0.5;1.5] 35 0.0666667 +]1.5;2.5] 34 0.0647619 +]2.5;3.5] 26 0.0495238 +]3.5;4.5] 26 0.0495238 +]4.5;6.5] 48 0.0914286 +]6.5;8.5] 45 0.0857143 +]8.5;10.5] 44 0.0838095 +]10.5;11.5] 30 0.0571429 +]11.5;12.5] 24 0.0457143 +]12.5;13.5] 36 0.0685714 +]13.5;14.5] 28 0.0533333 +]14.5;16.5] 45 0.0857143 +]16.5;17.5] 37 0.0704762 +]17.5;+inf[ 42 0.08 + +Cell frequencies + Num1 +Cat1 ]-inf;0.5] ]0.5;1.5] ]1.5;2.5] ]2.5;3.5] ]3.5;4.5] ]4.5;6.5] ]6.5;8.5] ]8.5;10.5] ]10.5;11.5] ]11.5;12.5] ]12.5;13.5] ]13.5;14.5] ]14.5;16.5] ]16.5;17.5] ]17.5;+inf[ Total Coverage +{C5, C6} 0 0 0 0 0 48 0 0 0 0 0 0 0 0 0 48 0.0914286 +{C15, C16} 0 0 0 0 0 0 0 0 0 0 0 0 45 0 0 45 0.0857143 +{C7, C8} 0 0 0 0 0 0 45 0 0 0 0 0 0 0 0 45 0.0857143 +{C9, C10} 0 0 0 0 0 0 0 44 0 0 0 0 0 0 0 44 0.0838095 +{C18, C19} 0 0 0 0 0 0 0 0 0 0 0 0 0 0 42 42 0.08 +{C17} 0 0 0 0 0 0 0 0 0 0 0 0 0 37 0 37 0.0704762 +{C13} 0 0 0 0 0 0 0 0 0 0 36 0 0 0 0 36 0.0685714 +{C1} 0 35 0 0 0 0 0 0 0 0 0 0 0 0 0 35 0.0666667 +{C2} 0 0 34 0 0 0 0 0 0 0 0 0 0 0 0 34 0.0647619 +{C11} 0 0 0 0 0 0 0 0 30 0 0 0 0 0 0 30 0.0571429 +{C14} 0 0 0 0 0 0 0 0 0 0 0 28 0 0 0 28 0.0533333 +{C3} 0 0 0 26 0 0 0 0 0 0 0 0 0 0 0 26 0.0495238 +{C4} 0 0 0 0 26 0 0 0 0 0 0 0 0 0 0 26 0.0495238 +{C0} 25 0 0 0 0 0 0 0 0 0 0 0 0 0 0 25 0.047619 +{C12} 0 0 0 0 0 0 0 0 0 24 0 0 0 0 0 24 0.0457143 +Total 25 35 34 26 26 48 45 44 30 24 36 28 45 37 42 525 +Coverage 0.047619 0.0666667 0.0647619 0.0495238 0.0495238 0.0914286 0.0857143 0.0838095 0.0571429 0.0457143 0.0685714 0.0533333 0.0857143 0.0704762 0.08 + +Cells 15 +Cell Id Cat1 Num1 Frequency Coverage +C76 {C5, C6} ]4.5;6.5] 48 0.0914286 +C182 {C15, C16} ]14.5;16.5] 45 0.0857143 +C93 {C7, C8} ]6.5;8.5] 45 0.0857143 +C109 {C9, C10} ]8.5;10.5] 44 0.0838095 +C215 {C18, C19} ]17.5;+inf[ 42 0.08 +C201 {C17} ]16.5;17.5] 37 0.0704762 +C157 {C13} ]12.5;13.5] 36 0.0685714 +C23 {C1} ]0.5;1.5] 35 0.0666667 +C39 {C2} ]1.5;2.5] 34 0.0647619 +C130 {C11} ]10.5;11.5] 30 0.0571429 +C176 {C14} ]13.5;14.5] 28 0.0533333 +C57 {C3} ]2.5;3.5] 26 0.0495238 +C73 {C4} ]3.5;4.5] 26 0.0495238 +C14 {C0} ]-inf;0.5] 25 0.047619 +C150 {C12} ]11.5;12.5] 24 0.0457143 + Total 525 1 + +---------------------------------------------- +Rank R04 +Variables + Type Name + Categorical Cat3 + Numerical Num1 + +Variables stats +Cat3 +Group Frequency Coverage Size Value list +{C-1} 259 0.493333 1 C-1 +{C5, C6} 48 0.0914286 2 C5 C6 +{C9, C8} 44 0.0838095 2 C9 C8 * +{C1} 35 0.0666667 1 C1 +{C2} 34 0.0647619 1 C2 +{C7} 28 0.0533333 1 C7 +{C3} 26 0.0495238 1 C3 +{C4} 26 0.0495238 1 C4 +{C0} 25 0.047619 1 C0 +Num1 +Interval Frequency Coverage +]-inf;0.5] 25 0.047619 +]0.5;1.5] 35 0.0666667 +]1.5;2.5] 34 0.0647619 +]2.5;3.5] 26 0.0495238 +]3.5;4.5] 26 0.0495238 +]4.5;6.5] 48 0.0914286 +]6.5;7.5] 28 0.0533333 +]7.5;9.5] 44 0.0838095 +]9.5;+inf[ 259 0.493333 + +Cell frequencies + Num1 +Cat3 ]-inf;0.5] ]0.5;1.5] ]1.5;2.5] ]2.5;3.5] ]3.5;4.5] ]4.5;6.5] ]6.5;7.5] ]7.5;9.5] ]9.5;+inf[ Total Coverage +{C-1} 0 0 0 0 0 0 0 0 259 259 0.493333 +{C5, C6} 0 0 0 0 0 48 0 0 0 48 0.0914286 +{C9, C8} 0 0 0 0 0 0 0 44 0 44 0.0838095 +{C1} 0 35 0 0 0 0 0 0 0 35 0.0666667 +{C2} 0 0 34 0 0 0 0 0 0 34 0.0647619 +{C7} 0 0 0 0 0 0 28 0 0 28 0.0533333 +{C3} 0 0 0 26 0 0 0 0 0 26 0.0495238 +{C4} 0 0 0 0 26 0 0 0 0 26 0.0495238 +{C0} 25 0 0 0 0 0 0 0 0 25 0.047619 +Total 25 35 34 26 26 48 28 44 259 525 +Coverage 0.047619 0.0666667 0.0647619 0.0495238 0.0495238 0.0914286 0.0533333 0.0838095 0.493333 + +Cells 9 +Cell Id Cat3 Num1 Frequency Coverage +C73 {C-1} ]9.5;+inf[ 259 0.493333 +C47 {C5, C6} ]4.5;6.5] 48 0.0914286 +C66 {C9, C8} ]7.5;9.5] 44 0.0838095 +C13 {C1} ]0.5;1.5] 35 0.0666667 +C23 {C2} ]1.5;2.5] 34 0.0647619 +C60 {C7} ]6.5;7.5] 28 0.0533333 +C34 {C3} ]2.5;3.5] 26 0.0495238 +C44 {C4} ]3.5;4.5] 26 0.0495238 +C9 {C0} ]-inf;0.5] 25 0.047619 + Total 525 1 + +---------------------------------------------- +Rank R05 +Variables + Type Name + Categorical Cat3 + Numerical Num3 + +Variables stats +Cat3 +Group Frequency Coverage Size Value list +{C-1} 259 0.493333 1 C-1 +{C3, C4} 52 0.0990476 2 C3 C4 +{C5, C6} 48 0.0914286 2 C5 C6 +{C9, C8} 44 0.0838095 2 C9 C8 * +{C1} 35 0.0666667 1 C1 +{C2} 34 0.0647619 1 C2 +{C7} 28 0.0533333 1 C7 +{C0} 25 0.047619 1 C0 +Num3 +Interval Frequency Coverage +]-inf;-0.5] 259 0.493333 +]-0.5;0.5] 25 0.047619 +]0.5;1.5] 35 0.0666667 +]1.5;2.5] 34 0.0647619 +]2.5;4.5] 52 0.0990476 +]4.5;6.5] 48 0.0914286 +]6.5;7.5] 28 0.0533333 +]7.5;+inf[ 44 0.0838095 + +Cell frequencies + Num3 +Cat3 ]-inf;-0.5] ]-0.5;0.5] ]0.5;1.5] ]1.5;2.5] ]2.5;4.5] ]4.5;6.5] ]6.5;7.5] ]7.5;+inf[ Total Coverage +{C-1} 259 0 0 0 0 0 0 0 259 0.493333 +{C3, C4} 0 0 0 0 52 0 0 0 52 0.0990476 +{C5, C6} 0 0 0 0 0 48 0 0 48 0.0914286 +{C9, C8} 0 0 0 0 0 0 0 44 44 0.0838095 +{C1} 0 0 35 0 0 0 0 0 35 0.0666667 +{C2} 0 0 0 34 0 0 0 0 34 0.0647619 +{C7} 0 0 0 0 0 0 28 0 28 0.0533333 +{C0} 0 25 0 0 0 0 0 0 25 0.047619 +Total 259 25 35 34 52 48 28 44 525 +Coverage 0.493333 0.047619 0.0666667 0.0647619 0.0990476 0.0914286 0.0533333 0.0838095 + +Cells 8 +Cell Id Cat3 Num3 Frequency Coverage +C1 {C-1} ]-inf;-0.5] 259 0.493333 +C34 {C3, C4} ]2.5;4.5] 52 0.0990476 +C43 {C5, C6} ]4.5;6.5] 48 0.0914286 +C60 {C9, C8} ]7.5;+inf[ 44 0.0838095 +C21 {C1} ]0.5;1.5] 35 0.0666667 +C30 {C2} ]1.5;2.5] 34 0.0647619 +C55 {C7} ]6.5;7.5] 28 0.0533333 +C16 {C0} ]-0.5;0.5] 25 0.047619 + Total 525 1 + +---------------------------------------------- +Rank R06 +Variables + Type Name + Categorical Cat2 + Numerical Num1 + +Variables stats +Cat2 +Group Frequency Coverage Size Value list +{C-1} 266 0.506667 1 C-1 +{C11, C10} 47 0.0895238 2 C11 C10 +{C15, C16} 45 0.0857143 2 C15 C16 +{C18, C19} 42 0.08 2 C18 C19 * +{C17} 37 0.0704762 1 C17 +{C13} 36 0.0685714 1 C13 +{C14} 28 0.0533333 1 C14 +{C12} 24 0.0457143 1 C12 +Num1 +Interval Frequency Coverage +]-inf;9.5] 266 0.506667 +]9.5;11.5] 47 0.0895238 +]11.5;12.5] 24 0.0457143 +]12.5;13.5] 36 0.0685714 +]13.5;14.5] 28 0.0533333 +]14.5;16.5] 45 0.0857143 +]16.5;17.5] 37 0.0704762 +]17.5;+inf[ 42 0.08 + +Cell frequencies + Num1 +Cat2 ]-inf;9.5] ]9.5;11.5] ]11.5;12.5] ]12.5;13.5] ]13.5;14.5] ]14.5;16.5] ]16.5;17.5] ]17.5;+inf[ Total Coverage +{C-1} 266 0 0 0 0 0 0 0 266 0.506667 +{C11, C10} 0 47 0 0 0 0 0 0 47 0.0895238 +{C15, C16} 0 0 0 0 0 45 0 0 45 0.0857143 +{C18, C19} 0 0 0 0 0 0 0 42 42 0.08 +{C17} 0 0 0 0 0 0 37 0 37 0.0704762 +{C13} 0 0 0 36 0 0 0 0 36 0.0685714 +{C14} 0 0 0 0 28 0 0 0 28 0.0533333 +{C12} 0 0 24 0 0 0 0 0 24 0.0457143 +Total 266 47 24 36 28 45 37 42 525 +Coverage 0.506667 0.0895238 0.0457143 0.0685714 0.0533333 0.0857143 0.0704762 0.08 + +Cells 8 +Cell Id Cat2 Num1 Frequency Coverage +C1 {C-1} ]-inf;9.5] 266 0.506667 +C10 {C11, C10} ]9.5;11.5] 47 0.0895238 +C43 {C15, C16} ]14.5;16.5] 45 0.0857143 +C60 {C18, C19} ]17.5;+inf[ 42 0.08 +C53 {C17} ]16.5;17.5] 37 0.0704762 +C30 {C13} ]12.5;13.5] 36 0.0685714 +C39 {C14} ]13.5;14.5] 28 0.0533333 +C24 {C12} ]11.5;12.5] 24 0.0457143 + Total 525 1 + +---------------------------------------------- +Rank R07 +Variables + Type Name + Categorical Cat2 + Numerical Num2 + +Variables stats +Cat2 +Group Frequency Coverage Size Value list +{C-1} 266 0.506667 1 C-1 +{C11, C10} 47 0.0895238 2 C11 C10 +{C15, C16} 45 0.0857143 2 C15 C16 +{C18, C19} 42 0.08 2 C18 C19 * +{C17} 37 0.0704762 1 C17 +{C13} 36 0.0685714 1 C13 +{C14} 28 0.0533333 1 C14 +{C12} 24 0.0457143 1 C12 +Num2 +Interval Frequency Coverage +]-inf;4] 266 0.506667 +]4;11.5] 47 0.0895238 +]11.5;12.5] 24 0.0457143 +]12.5;13.5] 36 0.0685714 +]13.5;14.5] 28 0.0533333 +]14.5;16.5] 45 0.0857143 +]16.5;17.5] 37 0.0704762 +]17.5;+inf[ 42 0.08 + +Cell frequencies + Num2 +Cat2 ]-inf;4] ]4;11.5] ]11.5;12.5] ]12.5;13.5] ]13.5;14.5] ]14.5;16.5] ]16.5;17.5] ]17.5;+inf[ Total Coverage +{C-1} 266 0 0 0 0 0 0 0 266 0.506667 +{C11, C10} 0 47 0 0 0 0 0 0 47 0.0895238 +{C15, C16} 0 0 0 0 0 45 0 0 45 0.0857143 +{C18, C19} 0 0 0 0 0 0 0 42 42 0.08 +{C17} 0 0 0 0 0 0 37 0 37 0.0704762 +{C13} 0 0 0 36 0 0 0 0 36 0.0685714 +{C14} 0 0 0 0 28 0 0 0 28 0.0533333 +{C12} 0 0 24 0 0 0 0 0 24 0.0457143 +Total 266 47 24 36 28 45 37 42 525 +Coverage 0.506667 0.0895238 0.0457143 0.0685714 0.0533333 0.0857143 0.0704762 0.08 + +Cells 8 +Cell Id Cat2 Num2 Frequency Coverage +C1 {C-1} ]-inf;4] 266 0.506667 +C10 {C11, C10} ]4;11.5] 47 0.0895238 +C43 {C15, C16} ]14.5;16.5] 45 0.0857143 +C60 {C18, C19} ]17.5;+inf[ 42 0.08 +C53 {C17} ]16.5;17.5] 37 0.0704762 +C30 {C13} ]12.5;13.5] 36 0.0685714 +C39 {C14} ]13.5;14.5] 28 0.0533333 +C24 {C12} ]11.5;12.5] 24 0.0457143 + Total 525 1 + +---------------------------------------------- +Rank R08 +Variables + Type Name + Categorical Cat2 + Categorical Cat3 + +Variables stats +Cat2 +Group Frequency Coverage Size Value list +{C-1} 266 0.506667 1 C-1 +{C17, C13, C11, ...} 259 0.493333 10 C17 C13 C11 C14 C15 C18 C12 C16 C10 C19 * +Cat3 +Group Frequency Coverage Size Value list +{C1, C2, C7, ...} 266 0.506667 10 C1 C2 C7 C9 C3 C4 C0 C5 C6 C8 * +{C-1} 259 0.493333 1 C-1 + +Cell frequencies + Cat3 +Cat2 {C1, C2, C7, ...} {C-1} Total Coverage +{C-1} 266 0 266 0.506667 +{C17, C13, C11, ...} 0 259 259 0.493333 +Total 266 259 525 +Coverage 0.506667 0.493333 + +Cells 2 +Cell Id Cat2 Cat3 Frequency Coverage +C1 {C-1} {C1, C2, C7, ...} 266 0.506667 +C4 {C17, C13, C11, ...} {C-1} 259 0.493333 + Total 525 1 + +---------------------------------------------- +Rank R09 +Variables + Type Name + Categorical Cat1 + Numerical Num3 + +Variables stats +Cat1 +Group Frequency Coverage Size Value list +{C17} 259 0.493333 10 C17 * +{C5, C6} 48 0.0914286 2 C5 C6 +{C9, C8} 44 0.0838095 2 C9 C8 +{C1} 35 0.0666667 1 C1 +{C2} 34 0.0647619 1 C2 +{C7} 28 0.0533333 1 C7 +{C3} 26 0.0495238 1 C3 +{C4} 26 0.0495238 1 C4 +{C0} 25 0.047619 1 C0 +Num3 +Interval Frequency Coverage +]-inf;-0.5] 259 0.493333 +]-0.5;0.5] 25 0.047619 +]0.5;1.5] 35 0.0666667 +]1.5;2.5] 34 0.0647619 +]2.5;3.5] 26 0.0495238 +]3.5;4.5] 26 0.0495238 +]4.5;6.5] 48 0.0914286 +]6.5;7.5] 28 0.0533333 +]7.5;+inf[ 44 0.0838095 + +Cell frequencies + Num3 +Cat1 ]-inf;-0.5] ]-0.5;0.5] ]0.5;1.5] ]1.5;2.5] ]2.5;3.5] ]3.5;4.5] ]4.5;6.5] ]6.5;7.5] ]7.5;+inf[ Total Coverage +{C17} 259 0 0 0 0 0 0 0 0 259 0.493333 +{C5, C6} 0 0 0 0 0 0 48 0 0 48 0.0914286 +{C9, C8} 0 0 0 0 0 0 0 0 44 44 0.0838095 +{C1} 0 0 35 0 0 0 0 0 0 35 0.0666667 +{C2} 0 0 0 34 0 0 0 0 0 34 0.0647619 +{C7} 0 0 0 0 0 0 0 28 0 28 0.0533333 +{C3} 0 0 0 0 26 0 0 0 0 26 0.0495238 +{C4} 0 0 0 0 0 26 0 0 0 26 0.0495238 +{C0} 0 25 0 0 0 0 0 0 0 25 0.047619 +Total 259 25 35 34 26 26 48 28 44 525 +Coverage 0.493333 0.047619 0.0666667 0.0647619 0.0495238 0.0495238 0.0914286 0.0533333 0.0838095 + +Cells 9 +Cell Id Cat1 Num3 Frequency Coverage +C1 {C17} ]-inf;-0.5] 259 0.493333 +C56 {C5, C6} ]4.5;6.5] 48 0.0914286 +C75 {C9, C8} ]7.5;+inf[ 44 0.0838095 +C22 {C1} ]0.5;1.5] 35 0.0666667 +C32 {C2} ]1.5;2.5] 34 0.0647619 +C69 {C7} ]6.5;7.5] 28 0.0533333 +C43 {C3} ]2.5;3.5] 26 0.0495238 +C53 {C4} ]3.5;4.5] 26 0.0495238 +C18 {C0} ]-0.5;0.5] 25 0.047619 + Total 525 1 + +---------------------------------------------- +Rank R10 +Variables + Type Name + Categorical Cat1 + Numerical Num2 + +Variables stats +Cat1 +Group Frequency Coverage Size Value list +{C1} 266 0.506667 10 C1 * +{C11, C10} 47 0.0895238 2 C11 C10 +{C15, C16} 45 0.0857143 2 C15 C16 +{C18, C19} 42 0.08 2 C18 C19 +{C17} 37 0.0704762 1 C17 +{C13} 36 0.0685714 1 C13 +{C14} 28 0.0533333 1 C14 +{C12} 24 0.0457143 1 C12 +Num2 +Interval Frequency Coverage +]-inf;4] 266 0.506667 +]4;11.5] 47 0.0895238 +]11.5;12.5] 24 0.0457143 +]12.5;13.5] 36 0.0685714 +]13.5;14.5] 28 0.0533333 +]14.5;16.5] 45 0.0857143 +]16.5;17.5] 37 0.0704762 +]17.5;+inf[ 42 0.08 + +Cell frequencies + Num2 +Cat1 ]-inf;4] ]4;11.5] ]11.5;12.5] ]12.5;13.5] ]13.5;14.5] ]14.5;16.5] ]16.5;17.5] ]17.5;+inf[ Total Coverage +{C1} 266 0 0 0 0 0 0 0 266 0.506667 +{C11, C10} 0 47 0 0 0 0 0 0 47 0.0895238 +{C15, C16} 0 0 0 0 0 45 0 0 45 0.0857143 +{C18, C19} 0 0 0 0 0 0 0 42 42 0.08 +{C17} 0 0 0 0 0 0 37 0 37 0.0704762 +{C13} 0 0 0 36 0 0 0 0 36 0.0685714 +{C14} 0 0 0 0 28 0 0 0 28 0.0533333 +{C12} 0 0 24 0 0 0 0 0 24 0.0457143 +Total 266 47 24 36 28 45 37 42 525 +Coverage 0.506667 0.0895238 0.0457143 0.0685714 0.0533333 0.0857143 0.0704762 0.08 + +Cells 8 +Cell Id Cat1 Num2 Frequency Coverage +C1 {C1} ]-inf;4] 266 0.506667 +C10 {C11, C10} ]4;11.5] 47 0.0895238 +C43 {C15, C16} ]14.5;16.5] 45 0.0857143 +C60 {C18, C19} ]17.5;+inf[ 42 0.08 +C53 {C17} ]16.5;17.5] 37 0.0704762 +C30 {C13} ]12.5;13.5] 36 0.0685714 +C39 {C14} ]13.5;14.5] 28 0.0533333 +C24 {C12} ]11.5;12.5] 24 0.0457143 + Total 525 1 + +---------------------------------------------- +Rank R11 +Variables + Type Name + Numerical Num1 + Numerical Num3 + +Variables stats +Num1 +Interval Frequency Coverage +]-inf;1.5] 60 0.114286 +]1.5;2.5] 34 0.0647619 +]2.5;3.5] 26 0.0495238 +]3.5;5.5] 51 0.0971429 +]5.5;7.5] 51 0.0971429 +]7.5;9.5] 44 0.0838095 +]9.5;+inf[ 259 0.493333 +Num3 +Interval Frequency Coverage +]-inf;-0.5] 259 0.493333 +]-0.5;1.5] 60 0.114286 +]1.5;2.5] 34 0.0647619 +]2.5;3.5] 26 0.0495238 +]3.5;5.5] 51 0.0971429 +]5.5;7.5] 51 0.0971429 +]7.5;+inf[ 44 0.0838095 + +Cell frequencies + Num3 +Num1 ]-inf;-0.5] ]-0.5;1.5] ]1.5;2.5] ]2.5;3.5] ]3.5;5.5] ]5.5;7.5] ]7.5;+inf[ Total Coverage +]-inf;1.5] 0 60 0 0 0 0 0 60 0.114286 +]1.5;2.5] 0 0 34 0 0 0 0 34 0.0647619 +]2.5;3.5] 0 0 0 26 0 0 0 26 0.0495238 +]3.5;5.5] 0 0 0 0 51 0 0 51 0.0971429 +]5.5;7.5] 0 0 0 0 0 51 0 51 0.0971429 +]7.5;9.5] 0 0 0 0 0 0 44 44 0.0838095 +]9.5;+inf[ 259 0 0 0 0 0 0 259 0.493333 +Total 259 60 34 26 51 51 44 525 +Coverage 0.493333 0.114286 0.0647619 0.0495238 0.0971429 0.0971429 0.0838095 + +Cells 7 +Cell Id Num1 Num3 Frequency Coverage +C7 ]9.5;+inf[ ]-inf;-0.5] 259 0.493333 +C8 ]-inf;1.5] ]-0.5;1.5] 60 0.114286 +C32 ]3.5;5.5] ]3.5;5.5] 51 0.0971429 +C40 ]5.5;7.5] ]5.5;7.5] 51 0.0971429 +C48 ]7.5;9.5] ]7.5;+inf[ 44 0.0838095 +C16 ]1.5;2.5] ]1.5;2.5] 34 0.0647619 +C24 ]2.5;3.5] ]2.5;3.5] 26 0.0495238 + Total 525 1 + +---------------------------------------------- +Rank R12 +Variables + Type Name + Numerical Num1 + Numerical Num2 + +Variables stats +Num1 +Interval Frequency Coverage +]-inf;9.5] 266 0.506667 +]9.5;11.5] 47 0.0895238 +]11.5;12.5] 24 0.0457143 +]12.5;13.5] 36 0.0685714 +]13.5;15.5] 54 0.102857 +]15.5;17.5] 56 0.106667 +]17.5;+inf[ 42 0.08 +Num2 +Interval Frequency Coverage +]-inf;4] 266 0.506667 +]4;11.5] 47 0.0895238 +]11.5;12.5] 24 0.0457143 +]12.5;13.5] 36 0.0685714 +]13.5;15.5] 54 0.102857 +]15.5;17.5] 56 0.106667 +]17.5;+inf[ 42 0.08 + +Cell frequencies + Num2 +Num1 ]-inf;4] ]4;11.5] ]11.5;12.5] ]12.5;13.5] ]13.5;15.5] ]15.5;17.5] ]17.5;+inf[ Total Coverage +]-inf;9.5] 266 0 0 0 0 0 0 266 0.506667 +]9.5;11.5] 0 47 0 0 0 0 0 47 0.0895238 +]11.5;12.5] 0 0 24 0 0 0 0 24 0.0457143 +]12.5;13.5] 0 0 0 36 0 0 0 36 0.0685714 +]13.5;15.5] 0 0 0 0 54 0 0 54 0.102857 +]15.5;17.5] 0 0 0 0 0 56 0 56 0.106667 +]17.5;+inf[ 0 0 0 0 0 0 42 42 0.08 +Total 266 47 24 36 54 56 42 525 +Coverage 0.506667 0.0895238 0.0457143 0.0685714 0.102857 0.106667 0.08 + +Cells 7 +Cell Id Num1 Num2 Frequency Coverage +C1 ]-inf;9.5] ]-inf;4] 266 0.506667 +C41 ]15.5;17.5] ]15.5;17.5] 56 0.106667 +C33 ]13.5;15.5] ]13.5;15.5] 54 0.102857 +C9 ]9.5;11.5] ]4;11.5] 47 0.0895238 +C49 ]17.5;+inf[ ]17.5;+inf[ 42 0.08 +C25 ]12.5;13.5] ]12.5;13.5] 36 0.0685714 +C17 ]11.5;12.5] ]11.5;12.5] 24 0.0457143 + Total 525 1 + +---------------------------------------------- +Rank R13 +Variables + Type Name + Categorical Cat2 + Numerical Num3 + +Variables stats +Cat2 +Group Frequency Coverage Size Value list +{C-1} 266 0.506667 1 C-1 +{C17, C13, C11, ...} 259 0.493333 10 C17 C13 C11 C14 C15 C18 C12 C16 C10 C19 * +Num3 +Interval Frequency Coverage +]-inf;-0.5] 259 0.493333 +]-0.5;+inf[ 266 0.506667 + +Cell frequencies + Num3 +Cat2 ]-inf;-0.5] ]-0.5;+inf[ Total Coverage +{C-1} 0 266 266 0.506667 +{C17, C13, C11, ...} 259 0 259 0.493333 +Total 259 266 525 +Coverage 0.493333 0.506667 + +Cells 2 +Cell Id Cat2 Num3 Frequency Coverage +C3 {C-1} ]-0.5;+inf[ 266 0.506667 +C2 {C17, C13, C11, ...} ]-inf;-0.5] 259 0.493333 + Total 525 1 + +---------------------------------------------- +Rank R14 +Variables + Type Name + Categorical Cat3 + Numerical Num2 + +Variables stats +Cat3 +Group Frequency Coverage Size Value list +{C1, C2, C7, ...} 266 0.506667 10 C1 C2 C7 C9 C3 C4 C0 C5 C6 C8 * +{C-1} 259 0.493333 1 C-1 +Num2 +Interval Frequency Coverage +]-inf;4] 266 0.506667 +]4;+inf[ 259 0.493333 + +Cell frequencies + Num2 +Cat3 ]-inf;4] ]4;+inf[ Total Coverage +{C1, C2, C7, ...} 266 0 266 0.506667 +{C-1} 0 259 259 0.493333 +Total 266 259 525 +Coverage 0.506667 0.493333 + +Cells 2 +Cell Id Cat3 Num2 Frequency Coverage +C1 {C1, C2, C7, ...} ]-inf;4] 266 0.506667 +C4 {C-1} ]4;+inf[ 259 0.493333 + Total 525 1 + +---------------------------------------------- +Rank R15 +Variables + Type Name + Numerical Num2 + Numerical Num3 + +Variables stats +Num2 +Interval Frequency Coverage +]-inf;4] 266 0.506667 +]4;+inf[ 259 0.493333 +Num3 +Interval Frequency Coverage +]-inf;-0.5] 259 0.493333 +]-0.5;+inf[ 266 0.506667 + +Cell frequencies + Num3 +Num2 ]-inf;-0.5] ]-0.5;+inf[ Total Coverage +]-inf;4] 0 266 266 0.506667 +]4;+inf[ 259 0 259 0.493333 +Total 259 266 525 +Coverage 0.493333 0.506667 + +Cells 2 +Cell Id Num2 Num3 Frequency Coverage +C3 ]-inf;4] ]-0.5;+inf[ 266 0.506667 +C2 ]4;+inf[ ]-inf;-0.5] 259 0.493333 + Total 525 1 diff --git a/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/U_PreparationReport.xls b/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/U_PreparationReport.xls new file mode 100644 index 000000000..761b34bcd --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/U_PreparationReport.xls @@ -0,0 +1,398 @@ +#Khiops 10.1.5 +Descriptive statistics + + +Problem description +Short description + +Dictionary Dictionary +Variables + Categorical 4 + Numerical 4 + Total 8 + +Database ./Dataset.txt +Sample percentage 50 +Sampling mode Include sample +Selection variable +Selection value +Instances 525 + +Learning task Unsupervised analysis + +Evaluated variables 8 + +Max number of constructed variables 0 +Max number of trees 0 +Max number of variable pairs 100 +Discretization EqualWidth(0, 20) +Value grouping BasicGrouping(0, 20) + + +Categorical variables statistics + +Rank Name Values Mode Mode coverage Constr. cost +R1 Cat0 404 C231 0.00952381 2.77259 +R2 Cat1 20 C17 0.0704762 2.77259 +R3 Cat2 11 C-1 0.506667 2.77259 +R4 Cat3 11 C-1 0.493333 2.77259 + + +Numerical variables statistics + +Rank Name Values Min Max Mean Std dev Missing number Constr. cost +R5 Num0 404 1 996 498.9847619 289.4370953 0 2.77259 +R6 Num1 20 0 19 9.27047619 5.823367113 0 2.77259 +R7 Num2 11 -1 19 6.624761905 7.955480662 0 2.77259 +R8 Num3 11 -1 9 1.645714286 3.31176916 0 2.77259 + + +-------------------------------------------------------------------------------- + +Variables detailed statistics + + +Rank R1 +Variable Categorical Cat0 + +Variable stats +Group Frequency Coverage Size Value list +{C131} 468 0.891429 385 C131 * +{C231} 5 0.00952381 1 C231 +{C148} 3 0.00571429 1 C148 +{C233} 3 0.00571429 1 C233 +{C409} 3 0.00571429 1 C409 +{C477} 3 0.00571429 1 C477 +{C577} 3 0.00571429 1 C577 +{C613} 3 0.00571429 1 C613 +{C642} 3 0.00571429 1 C642 +{C670} 3 0.00571429 1 C670 +{C675} 3 0.00571429 1 C675 +{C683} 3 0.00571429 1 C683 +{C749} 3 0.00571429 1 C749 +{C797} 3 0.00571429 1 C797 +{C798} 3 0.00571429 1 C798 +{C860} 3 0.00571429 1 C860 +{C881} 3 0.00571429 1 C881 +{C947} 3 0.00571429 1 C947 +{C111} 2 0.00380952 1 C111 +{C113} 2 0.00380952 1 C113 + + +Values +Value Frequency Coverage +C231 5 0.00952381 +C148 3 0.00571429 +C233 3 0.00571429 +C409 3 0.00571429 +C477 3 0.00571429 +C577 3 0.00571429 +C613 3 0.00571429 +C642 3 0.00571429 +C670 3 0.00571429 +C675 3 0.00571429 +C683 3 0.00571429 +C749 3 0.00571429 +C797 3 0.00571429 +C798 3 0.00571429 +C860 3 0.00571429 +C881 3 0.00571429 +C947 3 0.00571429 +C111 2 0.00380952 +C113 2 0.00380952 +C131 2 0.00380952 +C139 2 0.00380952 +C151 2 0.00380952 +C153 2 0.00380952 +C159 2 0.00380952 +C161 2 0.00380952 +C164 2 0.00380952 +C165 2 0.00380952 +C198 2 0.00380952 +C200 2 0.00380952 +C225 2 0.00380952 +C23 2 0.00380952 +C230 2 0.00380952 +C234 2 0.00380952 +C24 2 0.00380952 +C241 2 0.00380952 +C243 2 0.00380952 +C25 2 0.00380952 +C250 2 0.00380952 +C262 2 0.00380952 +C263 2 0.00380952 +C267 2 0.00380952 +C273 2 0.00380952 +C285 2 0.00380952 +C294 2 0.00380952 +C297 2 0.00380952 +C31 2 0.00380952 +C317 2 0.00380952 +C33 2 0.00380952 +C349 2 0.00380952 +C35 2 0.00380952 +C365 2 0.00380952 +C369 2 0.00380952 +C378 2 0.00380952 +C41 2 0.00380952 +C425 2 0.00380952 +C443 2 0.00380952 +C449 2 0.00380952 +C454 2 0.00380952 +C475 2 0.00380952 +C513 2 0.00380952 +C528 2 0.00380952 +C537 2 0.00380952 +C540 2 0.00380952 +C544 2 0.00380952 +C546 2 0.00380952 +C554 2 0.00380952 +C559 2 0.00380952 +C560 2 0.00380952 +C587 2 0.00380952 +C597 2 0.00380952 +C598 2 0.00380952 +C62 2 0.00380952 +C636 2 0.00380952 +C641 2 0.00380952 +C645 2 0.00380952 +C66 2 0.00380952 +C667 2 0.00380952 +C672 2 0.00380952 +C682 2 0.00380952 +C687 2 0.00380952 +C695 2 0.00380952 +C708 2 0.00380952 +C718 2 0.00380952 +C721 2 0.00380952 +C756 2 0.00380952 +C773 2 0.00380952 +C792 2 0.00380952 +C813 2 0.00380952 +C824 2 0.00380952 +C832 2 0.00380952 +C850 2 0.00380952 +C855 2 0.00380952 +C862 2 0.00380952 +C918 2 0.00380952 +C93 2 0.00380952 +C939 2 0.00380952 +C954 2 0.00380952 +C955 2 0.00380952 +C97 2 0.00380952 +C98 2 0.00380952 +C980 2 0.00380952 +C996 2 0.00380952 +C1 1 0.00190476 +... + +---------------------------------------------- +Rank R2 +Variable Categorical Cat1 + +Variable stats +Group Frequency Coverage Size Value list +{C17} 37 0.0704762 1 C17 +{C13} 36 0.0685714 1 C13 +{C1} 35 0.0666667 1 C1 +{C2} 34 0.0647619 1 C2 +{C11} 30 0.0571429 1 C11 +{C14} 28 0.0533333 1 C14 +{C7} 28 0.0533333 1 C7 +{C9} 27 0.0514286 1 C9 +{C15} 26 0.0495238 1 C15 +{C3} 26 0.0495238 1 C3 +{C4} 26 0.0495238 1 C4 +{C0} 25 0.047619 1 C0 +{C18} 25 0.047619 1 C18 +{C5} 25 0.047619 1 C5 +{C12} 24 0.0457143 1 C12 +{C6} 23 0.0438095 1 C6 +{C16} 19 0.0361905 1 C16 +{C10} 17 0.032381 1 C10 +{C19} 17 0.032381 1 C19 +{C8} 17 0.032381 1 C8 * + + +Values +Value Frequency Coverage +C17 37 0.0704762 +C13 36 0.0685714 +C1 35 0.0666667 +C2 34 0.0647619 +C11 30 0.0571429 +C14 28 0.0533333 +C7 28 0.0533333 +C9 27 0.0514286 +C15 26 0.0495238 +C3 26 0.0495238 +C4 26 0.0495238 +C0 25 0.047619 +C18 25 0.047619 +C5 25 0.047619 +C12 24 0.0457143 +C6 23 0.0438095 +C16 19 0.0361905 +C10 17 0.032381 +C19 17 0.032381 +C8 17 0.032381 + +---------------------------------------------- +Rank R3 +Variable Categorical Cat2 + +Variable stats +Group Frequency Coverage Size Value list +{C-1} 266 0.506667 1 C-1 +{C17} 37 0.0704762 1 C17 +{C13} 36 0.0685714 1 C13 +{C11} 30 0.0571429 1 C11 +{C14} 28 0.0533333 1 C14 +{C15} 26 0.0495238 1 C15 +{C18} 25 0.047619 1 C18 +{C12} 24 0.0457143 1 C12 +{C16} 19 0.0361905 1 C16 +{C10} 17 0.032381 1 C10 +{C19} 17 0.032381 1 C19 * + + +Values +Value Frequency Coverage +C-1 266 0.506667 +C17 37 0.0704762 +C13 36 0.0685714 +C11 30 0.0571429 +C14 28 0.0533333 +C15 26 0.0495238 +C18 25 0.047619 +C12 24 0.0457143 +C16 19 0.0361905 +C10 17 0.032381 +C19 17 0.032381 + +---------------------------------------------- +Rank R4 +Variable Categorical Cat3 + +Variable stats +Group Frequency Coverage Size Value list +{C-1} 259 0.493333 1 C-1 +{C1} 35 0.0666667 1 C1 +{C2} 34 0.0647619 1 C2 +{C7} 28 0.0533333 1 C7 +{C9} 27 0.0514286 1 C9 +{C3} 26 0.0495238 1 C3 +{C4} 26 0.0495238 1 C4 +{C0} 25 0.047619 1 C0 +{C5} 25 0.047619 1 C5 +{C6} 23 0.0438095 1 C6 +{C8} 17 0.032381 1 C8 * + + +Values +Value Frequency Coverage +C-1 259 0.493333 +C1 35 0.0666667 +C2 34 0.0647619 +C7 28 0.0533333 +C9 27 0.0514286 +C3 26 0.0495238 +C4 26 0.0495238 +C0 25 0.047619 +C5 25 0.047619 +C6 23 0.0438095 +C8 17 0.032381 + +---------------------------------------------- +Rank R5 +Variable Numerical Num0 + +Variable stats +Interval Frequency Coverage +]-inf;50] 21 0.04 +]50;99.5] 28 0.0533333 +]99.5;150] 29 0.0552381 +]150;200.5] 32 0.0609524 +]200.5;248] 31 0.0590476 +]248;299] 33 0.0628571 +]299;353.5] 24 0.0457143 +]353.5;396] 20 0.0380952 +]396;447.5] 14 0.0266667 +]447.5;498.5] 24 0.0457143 +]498.5;549.5] 25 0.047619 +]549.5;599.5] 28 0.0533333 +]599.5;650.5] 23 0.0438095 +]650.5;696.5] 33 0.0628571 +]696.5;746] 20 0.0380952 +]746;797.5] 31 0.0590476 +]797.5;846] 28 0.0533333 +]846;896.5] 36 0.0685714 +]896.5;945.5] 22 0.0419048 +]945.5;+inf[ 23 0.0438095 + + +---------------------------------------------- +Rank R6 +Variable Numerical Num1 + +Variable stats +Interval Frequency Coverage +]-inf;0.5] 25 0.047619 +]0.5;1.5] 35 0.0666667 +]1.5;2.5] 34 0.0647619 +]2.5;3.5] 26 0.0495238 +]3.5;4.5] 26 0.0495238 +]4.5;5.5] 25 0.047619 +]5.5;6.5] 23 0.0438095 +]6.5;7.5] 28 0.0533333 +]7.5;8.5] 17 0.032381 +]8.5;9.5] 27 0.0514286 +]9.5;10.5] 17 0.032381 +]10.5;11.5] 30 0.0571429 +]11.5;12.5] 24 0.0457143 +]12.5;13.5] 36 0.0685714 +]13.5;14.5] 28 0.0533333 +]14.5;15.5] 26 0.0495238 +]15.5;16.5] 19 0.0361905 +]16.5;17.5] 37 0.0704762 +]17.5;18.5] 25 0.047619 +]18.5;+inf[ 17 0.032381 + + +---------------------------------------------- +Rank R7 +Variable Numerical Num2 + +Variable stats +Interval Frequency Coverage +]-inf;4] 266 0.506667 +]4;10.5] 17 0.032381 +]10.5;11.5] 30 0.0571429 +]11.5;12.5] 24 0.0457143 +]12.5;13.5] 36 0.0685714 +]13.5;14.5] 28 0.0533333 +]14.5;15.5] 26 0.0495238 +]15.5;16.5] 19 0.0361905 +]16.5;17.5] 37 0.0704762 +]17.5;18.5] 25 0.047619 +]18.5;+inf[ 17 0.032381 + + +---------------------------------------------- +Rank R8 +Variable Numerical Num3 + +Variable stats +Interval Frequency Coverage +]-inf;-0.5] 259 0.493333 +]-0.5;0.5] 25 0.047619 +]0.5;1.5] 35 0.0666667 +]1.5;2.5] 34 0.0647619 +]2.5;3.5] 26 0.0495238 +]3.5;4.5] 26 0.0495238 +]4.5;5.5] 25 0.047619 +]5.5;6.5] 23 0.0438095 +]6.5;7.5] 28 0.0533333 +]7.5;8.5] 17 0.032381 +]8.5;+inf[ 27 0.0514286 + diff --git a/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/err.txt b/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/err.txt new file mode 100644 index 000000000..463be86bd --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/err.txt @@ -0,0 +1,70 @@ +Train supervised model for classification of target variable Cat1 +Database ./Dataset.txt: Read records: 1000 Selected records: 525 +Evaluation of variable pairs +Data preparation time: 0:00:00.80 +SNB train time: 0:00:00.05 +Build Selective Naive Bayes SNB_Dictionary +Train evaluation of Selective Naive Bayes on database ./Dataset.txt +Test evaluation of Selective Naive Bayes on database ./Dataset.txt +Write report ./results\C_AllReports.khj + +Train supervised model for classification of target variable Cat1 +Database ./Dataset.txt: Read records: 1000 Selected records: 525 +Evaluation of variable pairs +Data preparation time: 0:00:00.81 +SNB train time: 0:00:00.04 +Build Selective Naive Bayes SNB_Dictionary +Train evaluation of Selective Naive Bayes on database ./Dataset.txt +Test evaluation of Selective Naive Bayes on database ./Dataset.txt +Write report ./results\C10_AllReports.khj + +Train supervised model for classification of target variable Cat1 +Database ./Dataset.txt: Read records: 1000 Selected records: 525 +Evaluation of variable pairs +Data preparation time: 0:00:00.93 +SNB train time: 0:00:00.04 +Build Selective Naive Bayes SNB_Dictionary +Train evaluation of Selective Naive Bayes on database ./Dataset.txt +Test evaluation of Selective Naive Bayes on database ./Dataset.txt +Write report ./results\CG_AllReports.khj + +Train supervised model for classification of target variable Cat1 +Database ./Dataset.txt: Read records: 1000 Selected records: 525 +Evaluation of variable pairs +Data preparation time: 0:00:01.08 +SNB train time: 0:00:00.05 +Build Selective Naive Bayes SNB_Dictionary +Train evaluation of Selective Naive Bayes on database ./Dataset.txt +Test evaluation of Selective Naive Bayes on database ./Dataset.txt +Write report ./results\CG10_AllReports.khj + +Train supervised model for regression of target variable Num1 +Database ./Dataset.txt: Read records: 1000 Selected records: 525 +Data preparation time: 0:00:00.24 +SNB train time: 0:00:00.03 +Build Selective Naive Bayes SNB_Dictionary +Train evaluation of Selective Naive Bayes on database ./Dataset.txt +Test evaluation of Selective Naive Bayes on database ./Dataset.txt +Write report ./results\R_AllReports.khj + +Train supervised model for regression of target variable Num1 +Database ./Dataset.txt: Read records: 1000 Selected records: 525 +Data preparation time: 0:00:00.23 +SNB train time: 0:00:00.04 +Build Selective Naive Bayes SNB_Dictionary +Train evaluation of Selective Naive Bayes on database ./Dataset.txt +Test evaluation of Selective Naive Bayes on database ./Dataset.txt +Write report ./results\R10_AllReports.khj + +Train unsupervised model +Database ./Dataset.txt: Read records: 1000 Selected records: 525 +Evaluation of variable pairs +Data preparation time: 0:00:00.41 +Write report ./results\U_AllReports.khj + +Train unsupervised model +Database ./Dataset.txt: Read records: 1000 Selected records: 525 +Evaluation of variable pairs +Data preparation time: 0:00:00.44 +Write report ./results\U10_AllReports.khj + diff --git a/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/time.log b/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/time.log new file mode 100644 index 000000000..247e6e781 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/results.ref/time.log @@ -0,0 +1 @@ +Overal time: 6.754774332046509 diff --git a/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/test.prm b/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/test.prm new file mode 100644 index 000000000..729bb4a44 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/MaxItemNumberInReports/test.prm @@ -0,0 +1,78 @@ +// 2013-09-13 14:04:11 +// c:\Users\boullema\Learning\Win32\Release\MODL.exe +// Output command file +// +//This file contains recorded commands, that can be replayed. +//Commands are based on user interactions: +// field update +// list item selection +// menu action +//Every command can be commented, using //. +//For example, commenting the last Exit command will allow other +//user interactions, after the commands have been replayed. +// +// + +// -> Data preparation and scoring +ClassManagement.OpenFile // Open... + +// -> Open +ClassFileName ./Dictionary.kdic // Dictionary file +OK // Open +// <- Open + +ClassManagement.ClassName Dictionary // Dictionary + +TrainDatabase.DatabaseFiles.List.Key Dictionary // List item selection +TrainDatabase.DatabaseFiles.DataTableName ./Dataset.txt // Data table file +TrainDatabase.SampleNumberPercentage 50 // Sample percentage +TrainDatabase.TestDatabaseSpecificationMode Complementary // Test database + +AnalysisSpec.PredictorsSpec.ConstructionSpec.MaxAttributePairNumber 100 // Max number of pairs of variables +AnalysisResults.ResultFilesDirectory ./results // Result files directory + +AnalysisSpec.TargetAttributeName Cat1 // Target variable +AnalysisSpec.SystemParameters.MaxItemNumberInReports 1000000 // Max item number in reports +AnalysisResults.ResultFilesPrefix C_ // Result files prefix +AnalysisSpec.PredictorsSpec.ConstructionSpec.MaxTreeNumber 0 // Max Tree number +AnalysisSpec.PredictorsSpec.ConstructionSpec.MaxConstructedAttributeNumber 0 // Max number of constructed variables +ComputeStats // Analyse database +AnalysisSpec.SystemParameters.MaxItemNumberInReports 10 // Max item number in reports +AnalysisResults.ResultFilesPrefix C10_ // Result files prefix +ComputeStats // Analyse database + +AnalysisSpec.PreprocessingSpec.TargetGrouped true // Group target values +AnalysisSpec.TargetAttributeName Cat1 // Target variable +AnalysisSpec.SystemParameters.MaxItemNumberInReports 1000000 // Max item number in reports +AnalysisResults.ResultFilesPrefix CG_ // Result files prefix +ComputeStats // Analyse database +AnalysisSpec.SystemParameters.MaxItemNumberInReports 10 // Max item number in reports +AnalysisResults.ResultFilesPrefix CG10_ // Result files prefix +ComputeStats // Analyse database + +AnalysisSpec.TargetAttributeName Num1 // Target variable +AnalysisSpec.SystemParameters.MaxItemNumberInReports 1000000 // Max item number in reports +AnalysisResults.ResultFilesPrefix R_ // Result files prefix +ComputeStats // Analyse database +AnalysisSpec.SystemParameters.MaxItemNumberInReports 10 // Max item number in reports +AnalysisResults.ResultFilesPrefix R10_ // Result files prefix +ComputeStats // Analyse database + +AnalysisSpec.PreprocessingSpec.DiscretizerSpec.MaxIntervalNumber 20 // Max interval number +AnalysisSpec.PreprocessingSpec.GrouperSpec.MaxGroupNumber 20 // Max group number +AnalysisSpec.TargetAttributeName // Target variable +AnalysisSpec.SystemParameters.MaxItemNumberInReports 1000000 // Max item number in reports +AnalysisResults.ResultFilesPrefix U_ // Result files prefix +ComputeStats // Analyse database +AnalysisSpec.SystemParameters.MaxItemNumberInReports 10 // Max item number in reports +AnalysisResults.ResultFilesPrefix U10_ // Result files prefix +ComputeStats // Analyse database + +Exit // Close +// <- Khiops + + +// -> Khiops +OK // Close +// <- Khiops + diff --git a/test/LearningTest/TestKhiops/Standard/ModelingAbalone/results.ref/AllReports.khj b/test/LearningTest/TestKhiops/Standard/ModelingAbalone/results.ref/AllReports.khj new file mode 100644 index 000000000..4a00b9308 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/ModelingAbalone/results.ref/AllReports.khj @@ -0,0 +1,1891 @@ +{ + "tool": "Khiops", + "version": "10.1.5", + "shortDescription": "", + "modelingReport": { + "reportType": "Modeling", + "summary": { + "dictionary": "Abalone", + "database": "..\/..\/..\/datasets\/Abalone\/Abalone.txt", + "samplePercentage": 70, + "samplingMode": "Include sample", + "selectionVariable": "", + "selectionValue": "", + "learningTask": "Classification analysis", + "targetVariable": "Rings", + "mainTargetValue": "10" + }, + "trainedPredictors": [ + { + "rank": "R1", + "type": "Classifier", + "family": "Selective Naive Bayes", + "name": "Selective Naive Bayes", + "variables": 4 + }, + { + "rank": "R2", + "type": "Classifier", + "family": "Univariate", + "name": "Univariate Shell_Weight", + "variables": 1 + } + ], + "trainedPredictorsDetails": { + "R1": { + "selectedVariables": [ + { + "preparedName": "PShell_Weight", + "name": "Shell_Weight", + "level": 0.151195, + "weight": 0.641113, + "importance": 0.311341 + }, + { + "preparedName": "PDiameter", + "name": "Diameter", + "level": 0.131065, + "weight": 0.152832, + "importance": 0.141531 + }, + { + "preparedName": "PSex", + "name": "Sex", + "level": 0.0582504, + "weight": 0.336426, + "importance": 0.139989 + }, + { + "preparedName": "PHeight", + "name": "Height", + "level": 0.125622, + "weight": 0.123535, + "importance": 0.124574 + } + ] + } + } + }, + "trainEvaluationReport": { + "reportType": "Evaluation", + "evaluationType": "Train", + "summary": { + "dictionary": "Abalone", + "database": "..\/..\/..\/datasets\/Abalone\/Abalone.txt", + "samplePercentage": 70, + "samplingMode": "Include sample", + "selectionVariable": "", + "selectionValue": "", + "instances": 2949, + "learningTask": "Classification analysis", + "targetVariable": "Rings", + "mainTargetValue": "10" + }, + "predictorsPerformance": [ + { + "rank": "R1", + "type": "Classifier", + "family": "Selective Naive Bayes", + "name": "Selective Naive Bayes", + "accuracy": 0.279756, + "compression": 0.188849, + "auc": 0.746278 + }, + { + "rank": "R2", + "type": "Classifier", + "family": "Univariate", + "name": "Univariate Shell_Weight", + "accuracy": 0.278399, + "compression": 0.180123, + "auc": 0.734946 + } + ], + "predictorsDetailedPerformance": { + "R1": { + "confusionMatrix": { + "values": ["1","10","11","12","13","14","15","16","17","18","19","2","20","21","22","23","24","25","26","27","29","3","4","5","6","7","8","9"], + "matrix": [ + [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0], + [0,183,153,65,62,39,28,10,16,15,9,0,6,2,0,3,0,0,1,0,0,0,0,0,2,2,46,145], + [0,45,79,53,31,15,14,19,15,9,10,0,9,5,2,1,1,1,0,2,1,0,0,0,0,0,1,14], + [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0], + [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0], + [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0], + [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0], + 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[0.1975,0.2325], + [0.2325,0.2975], + [0.2975,0.3475], + [0.3475,0.3775], + [0.3775,0.4075], + [0.4075,0.4875], + [0.4875,0.63] + ] + }, + { + "variable": "Rings", + "type": "Categorical", + "partitionType": "Value groups", + "partition": [ + ["12"], + ["9"], + ["10"], + ["8"], + ["11"], + ["7"], + ["6"], + ["5","4","3","1","2"] + ], + "defaultGroupIndex": 0 + } + ], + "partTargetFrequencies": [ + [0,0,0,2,0,3,15,76], + [0,4,0,7,0,16,26,37], + [4,21,19,26,8,88,77,21], + [21,36,20,69,14,88,45,4], + [31,55,34,73,12,44,12,0], + [87,58,31,64,21,29,5,0], + [270,238,196,142,120,21,3,0], + [256,77,138,14,171,0,0,0] + ], + "partInterests": [0.192524,0.104941,0.155534,0.0919452,0.0443598,0.030947,0.144336,0.235414] + } + }, + "R3": { + "dataGrid": { + "isSupervised": true, + "dimensions": [ + { + "variable": "Whole_Weight", + "type": "Numerical", + "partitionType": "Intervals", + "partition": [ + [0.002,0.07125], + [0.07125,0.14625], + [0.14625,0.25775], + [0.25775,0.423], + [0.423,0.65525], + [0.65525,1.0277], + [1.0277,1.51025], + [1.51025,2.8255] + ] + }, + { + "variable": "Rings", + "type": "Categorical", + "partitionType": "Value groups", + "partition": [ + ["11"], + ["9"], + ["10"], + ["8"], + ["7"], + ["6"], + ["5","4","3","1","2"] + ], + "defaultGroupIndex": 0 + } + ], + "partTargetFrequencies": [ + [0,0,0,0,2,5,63], + [1,3,0,11,19,35,45], + [10,18,16,20,71,72,24], + [26,39,22,64,95,47,6], + [114,100,46,133,72,19,0], + [294,173,141,122,26,4,0], + [357,141,167,45,4,1,0], + [213,15,46,2,0,0,0] + ], + "partInterests": [0.163048,0.13181,0.142407,0.10555,0.0658095,0.092582,0.16207,0.136724] + } + }, + "R4": { + "dataGrid": { + "isSupervised": true, + "dimensions": [ + { + "variable": "Length", + "type": "Numerical", + "partitionType": "Intervals", + "partition": [ + [0.075,0.2625], + [0.2625,0.3125], + [0.3125,0.3925], + [0.3925,0.4475], + [0.4475,0.5225], + [0.5225,0.6175], + [0.6175,0.8] + ] + }, + { + "variable": "Rings", + "type": "Categorical", + "partitionType": "Value groups", + "partition": [ + ["10","11"], + ["12"], + ["9"], + ["8"], + ["7"], + ["6"], + ["5"], + ["4","3","1","2"] + ], + "defaultGroupIndex": 1 + } + ], + "partTargetFrequencies": [ + [0,0,0,1,2,14,28,45], + [1,0,4,7,19,28,30,6], + [29,4,24,30,93,76,24,1], + [31,19,37,55,77,43,4,0], + [96,127,93,143,74,19,0,0], + [291,261,237,134,24,2,0,0], + [336,258,94,27,0,1,0,0] + ], + "partInterests": [0.203597,0.11203,0.170593,0.0830873,0.0618572,0.141627,0.227208] + } + }, + "R5": { + "dataGrid": { + "isSupervised": true, + "dimensions": [ + { + "variable": "Height", + "type": "Numerical", + "partitionType": "Intervals", + "partition": [ + [0,0.0775], + [0.0775,0.1025], + [0.1025,0.1225], + [0.1225,0.1525], + [0.1525,0.1825], + [0.1825,1.13] + ] + }, + { + "variable": "Rings", + "type": "Categorical", + "partitionType": "Value groups", + "partition": [ + ["10","13","14","15"], + ["11","12"], + ["9"], + ["8"], + ["7"], + ["6"], + ["16","17","18","19","20","21","23","22","27","24","25","26","29"], + ["5","4","3","1","2"] + ], + "defaultGroupIndex": 6 + } + ], + "partTargetFrequencies": [ + [2,2,3,9,26,46,0,103], + [23,14,31,47,121,91,0,33], + [53,37,70,116,80,33,4,2], + [253,130,206,167,54,11,32,0], + [292,213,154,51,7,2,77,0], + [122,136,25,7,1,0,63,0] + ], + "partInterests": [0.272612,0.207869,0.0868388,0.0954053,0.178581,0.158694] + } + }, + "R6": { + "dataGrid": { + "isSupervised": true, + "dimensions": [ + { + "variable": "Viscera_Weight", + "type": "Numerical", + "partitionType": "Intervals", + "partition": [ + [0.0005,0.01025], + [0.01025,0.03175], + [0.03175,0.05125], + [0.05125,0.08675], + [0.08675,0.13125], + [0.13125,0.23725], + [0.23725,0.76] + ] + }, + { + "variable": "Rings", + "type": "Categorical", + "partitionType": "Value groups", + "partition": [ + ["10","11","12"], + ["9"], + ["13"], + ["8"], + ["7"], + ["6"], + ["5"], + ["4","3","1","2"] + ], + "defaultGroupIndex": 2 + } + ], + "partTargetFrequencies": [ + [0,0,0,0,1,1,10,34], + [1,1,0,11,17,45,47,17], + [21,14,2,15,67,52,23,1], + [41,41,7,66,93,56,5,0], + [74,82,41,118,67,23,1,0], + [348,225,223,146,42,5,0,0], + [485,126,210,41,2,1,0,0] + ], + "partInterests": [0.13051,0.192675,0.12791,0.118893,0.0666536,0.118926,0.244432] + } + }, + "R7": { + "dataGrid": { + "isSupervised": true, + "dimensions": [ + { + "variable": "Shucked_Weight", + "type": "Numerical", + "partitionType": "Intervals", + "partition": [ + [0.001,0.04175], + [0.04175,0.10975], + [0.10975,0.18175], + [0.18175,0.23875], + [0.23875,0.43025], + [0.43025,0.62525], + [0.62525,1.488] + ] + }, + { + "variable": "Rings", + "type": "Categorical", + "partitionType": "Value groups", + "partition": [ + ["11","12"], + ["9"], + ["13"], + ["10"], + ["8"], + ["7"], + ["6"], + ["5","4","3","1","2"] + ], + "defaultGroupIndex": 2 + } + ], + "partTargetFrequencies": [ + [1,0,0,0,6,7,18,86], + [10,25,3,18,27,85,84,43], + [27,45,16,28,65,90,48,7], + [30,46,50,21,62,46,19,0], + [151,166,201,128,165,51,13,0], + [156,168,141,176,64,9,0,2], + [157,39,72,67,8,1,1,0] + ], + "partInterests": [0.250789,0.209328,0.0950016,0.0378096,0.0964072,0.158994,0.151671] + } + }, + "R8": { + "dataGrid": { + "isSupervised": true, + "dimensions": [ + { + "variable": "Sex", + "type": "Categorical", + "partitionType": "Value groups", + "partition": [ + ["M","F"], + ["I"] + ], + "defaultGroupIndex": 0 + }, + { + "variable": "Rings", + "type": "Categorical", + "partitionType": "Value groups", + "partition": [ + ["10","11"], + ["12","13","14","15","16","17","18","19","20"], + ["9"], + ["8"], + ["6","5","4","3"], + ["7"], + ["21","23","22","27","1","2","24","25","26","29"] + ], + "defaultGroupIndex": 6 + } + ], + "partTargetFrequencies": [ + [684,585,360,207,46,90,24], + [100,59,129,190,273,199,3] + ], + "partInterests": [0.389261,0.610739] + }, + "inputValues": { + "values": ["M","I","F"], + "frequencies": [1080,953,916] + } + } + } + }, + "khiops_encoding": "ascii" +} diff --git a/test/LearningTest/TestKhiops/Standard/ModelingAbalone/results.ref/Modeling.kdic b/test/LearningTest/TestKhiops/Standard/ModelingAbalone/results.ref/Modeling.kdic new file mode 100644 index 000000000..842425423 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/ModelingAbalone/results.ref/Modeling.kdic @@ -0,0 +1,98 @@ +#Khiops 10.1.5 + +Dictionary BU1_Abalone + +{ +Unused Categorical Sex ; +Unused Numerical Length ; +Unused Numerical Diameter ; +Unused Numerical Height ; +Unused Numerical Whole_Weight ; +Unused Numerical Shucked_Weight ; +Unused Numerical Viscera_Weight ; +Unused Numerical Shell_Weight ; +Unused Categorical Rings ; +Unused Structure(DataGrid) VRings = DataGrid(ValueSetC("1", "10", "11", "12", "13", "14", "15", "16", "17", "18", "19", "2", "20", "21", "22", "23", "24", "25", "26", "27", "29", "3", "4", "5", "6", "7", "8", "9"), Frequencies(1, 438, 346, 186, 142, 89, 76, 45, 38, 30, 22, 1, 16, 10, 3, 6, 1, 1, 1, 2, 1, 12, 38, 86, 183, 289, 397, 489)) ; +Unused Structure(DataGrid) PShell_Weight = DataGrid(IntervalBounds(0.02225, 0.0565, 0.1145, 0.17625, 0.27475, 0.40975), ValueGroups(ValueGroup("11", "12", "13", "14", "15"), ValueGroup("9"), ValueGroup("10"), ValueGroup("8"), ValueGroup("7"), ValueGroup("6"), ValueGroup("16", " * "), ValueGroup("5"), ValueGroup("4", "3", "1", "2")), Frequencies(0, 4, 20, 59, 198, 366, 192, 0, 5, 41, 86, 194, 149, 14, 0, 2, 25, 49, 127, 190, 45, 0, 12, 63, 135, 136, 50, 1, 2, 37, 132, 88, 28, 2, 0, 5, 62, 94, 18, 2, 2, 0, 0, 0, 0, 6, 29, 66, 75, 19, 54, 13, 0, 0, 0, 0, 43, 9, 0, 0, 0, 0, 0)) ; // DataGrid(Shell_Weight, Rings) +Unused Structure(Classifier) BU1Rings = NBClassifier(DataGridStats(PShell_Weight, Shell_Weight), VRings) ; + Categorical PredictedRings = TargetValue(BU1Rings) ; +Unused Numerical ScoreRings = TargetProb(BU1Rings) ; + Numerical ProbRings1 = TargetProbAt(BU1Rings, "1") ; + Numerical ProbRings10 = TargetProbAt(BU1Rings, "10") ; + Numerical ProbRings11 = TargetProbAt(BU1Rings, "11") ; + Numerical ProbRings12 = TargetProbAt(BU1Rings, "12") ; + Numerical ProbRings13 = TargetProbAt(BU1Rings, "13") ; + Numerical ProbRings14 = TargetProbAt(BU1Rings, "14") ; + Numerical ProbRings15 = TargetProbAt(BU1Rings, "15") ; + Numerical ProbRings16 = TargetProbAt(BU1Rings, "16") ; + Numerical ProbRings17 = TargetProbAt(BU1Rings, "17") ; + Numerical ProbRings18 = TargetProbAt(BU1Rings, "18") ; + Numerical ProbRings19 = TargetProbAt(BU1Rings, "19") ; + Numerical ProbRings2 = TargetProbAt(BU1Rings, "2") ; + Numerical ProbRings20 = TargetProbAt(BU1Rings, "20") ; + Numerical ProbRings21 = TargetProbAt(BU1Rings, "21") ; + Numerical ProbRings22 = TargetProbAt(BU1Rings, "22") ; + Numerical ProbRings23 = TargetProbAt(BU1Rings, "23") ; + Numerical ProbRings24 = TargetProbAt(BU1Rings, "24") ; + Numerical ProbRings25 = TargetProbAt(BU1Rings, "25") ; + Numerical ProbRings26 = TargetProbAt(BU1Rings, "26") ; + Numerical ProbRings27 = TargetProbAt(BU1Rings, "27") ; + Numerical ProbRings29 = TargetProbAt(BU1Rings, "29") ; + Numerical ProbRings3 = TargetProbAt(BU1Rings, "3") ; + Numerical ProbRings4 = TargetProbAt(BU1Rings, "4") ; + Numerical ProbRings5 = TargetProbAt(BU1Rings, "5") ; + Numerical ProbRings6 = TargetProbAt(BU1Rings, "6") ; + Numerical ProbRings7 = TargetProbAt(BU1Rings, "7") ; + Numerical ProbRings8 = TargetProbAt(BU1Rings, "8") ; + Numerical ProbRings9 = TargetProbAt(BU1Rings, "9") ; +}; + +Dictionary SNB_Abalone + +{ +Unused Categorical Sex ; +Unused Numerical Length ; +Unused Numerical Diameter ; +Unused Numerical Height ; +Unused Numerical Whole_Weight ; +Unused Numerical Shucked_Weight ; +Unused Numerical Viscera_Weight ; +Unused Numerical Shell_Weight ; +Unused Categorical Rings ; +Unused Structure(DataGrid) VRings = DataGrid(ValueSetC("1", "10", "11", "12", "13", "14", "15", "16", "17", "18", "19", "2", "20", "21", "22", "23", "24", "25", "26", "27", "29", "3", "4", "5", "6", "7", "8", "9"), Frequencies(1, 438, 346, 186, 142, 89, 76, 45, 38, 30, 22, 1, 16, 10, 3, 6, 1, 1, 1, 2, 1, 12, 38, 86, 183, 289, 397, 489)) ; +Unused Structure(DataGrid) PSex = DataGrid(ValueGroups(ValueGroup("M", "F", " * "), ValueGroup("I")), ValueGroups(ValueGroup("10", "11"), ValueGroup("12", "13", "14", "15", "16", "17", "18", "19", "20"), ValueGroup("9"), ValueGroup("8"), ValueGroup("6", "5", "4", "3"), ValueGroup("7"), ValueGroup("21", "23", "22", "27", "1", "2", "24", "25", "26", "29", " * ")), Frequencies(684, 100, 585, 59, 360, 129, 207, 190, 46, 273, 90, 199, 24, 3)) ; // DataGrid(Sex, Rings) +Unused Structure(DataGrid) PDiameter = DataGrid(IntervalBounds(0.1975, 0.2325, 0.2975, 0.3475, 0.3775, 0.4075, 0.4875), ValueGroups(ValueGroup("12", " * "), ValueGroup("9"), ValueGroup("10"), ValueGroup("8"), ValueGroup("11"), ValueGroup("7"), ValueGroup("6"), ValueGroup("5", "4", "3", "1", "2")), Frequencies(0, 0, 4, 21, 31, 87, 270, 256, 0, 4, 21, 36, 55, 58, 238, 77, 0, 0, 19, 20, 34, 31, 196, 138, 2, 7, 26, 69, 73, 64, 142, 14, 0, 0, 8, 14, 12, 21, 120, 171, 3, 16, 88, 88, 44, 29, 21, 0, 15, 26, 77, 45, 12, 5, 3, 0, 76, 37, 21, 4, 0, 0, 0, 0)) ; // DataGrid(Diameter, Rings) +Unused Structure(DataGrid) PHeight = DataGrid(IntervalBounds(0.0775, 0.1025, 0.1225, 0.1525, 0.1825), ValueGroups(ValueGroup("10", "13", "14", "15"), ValueGroup("11", "12"), ValueGroup("9"), ValueGroup("8"), ValueGroup("7"), ValueGroup("6"), ValueGroup("16", "17", "18", "19", "20", "21", "23", "22", "27", "24", "25", "26", "29", " * "), ValueGroup("5", "4", "3", "1", "2")), Frequencies(2, 23, 53, 253, 292, 122, 2, 14, 37, 130, 213, 136, 3, 31, 70, 206, 154, 25, 9, 47, 116, 167, 51, 7, 26, 121, 80, 54, 7, 1, 46, 91, 33, 11, 2, 0, 0, 0, 4, 32, 77, 63, 103, 33, 2, 0, 0, 0)) ; // DataGrid(Height, Rings) +Unused Structure(DataGrid) PShell_Weight = DataGrid(IntervalBounds(0.02225, 0.0565, 0.1145, 0.17625, 0.27475, 0.40975), ValueGroups(ValueGroup("11", "12", "13", "14", "15"), ValueGroup("9"), ValueGroup("10"), ValueGroup("8"), ValueGroup("7"), ValueGroup("6"), ValueGroup("16", " * "), ValueGroup("5"), ValueGroup("4", "3", "1", "2")), Frequencies(0, 4, 20, 59, 198, 366, 192, 0, 5, 41, 86, 194, 149, 14, 0, 2, 25, 49, 127, 190, 45, 0, 12, 63, 135, 136, 50, 1, 2, 37, 132, 88, 28, 2, 0, 5, 62, 94, 18, 2, 2, 0, 0, 0, 0, 6, 29, 66, 75, 19, 54, 13, 0, 0, 0, 0, 43, 9, 0, 0, 0, 0, 0)) ; // DataGrid(Shell_Weight, Rings) +Unused Structure(Classifier) SNBRings = SNBClassifier(Vector(0.3364257813, 0.1528320313, 0.1235351563, 0.6411132813), DataGridStats(PSex, Sex), DataGridStats(PDiameter, Diameter), DataGridStats(PHeight, Height), DataGridStats(PShell_Weight, Shell_Weight), VRings) ; + Categorical PredictedRings = TargetValue(SNBRings) ; +Unused Numerical ScoreRings = TargetProb(SNBRings) ; + Numerical ProbRings1 = TargetProbAt(SNBRings, "1") ; + Numerical ProbRings10 = TargetProbAt(SNBRings, "10") ; + Numerical ProbRings11 = TargetProbAt(SNBRings, "11") ; + Numerical ProbRings12 = TargetProbAt(SNBRings, "12") ; + Numerical ProbRings13 = TargetProbAt(SNBRings, "13") ; + Numerical ProbRings14 = TargetProbAt(SNBRings, "14") ; + Numerical ProbRings15 = TargetProbAt(SNBRings, "15") ; + Numerical ProbRings16 = TargetProbAt(SNBRings, "16") ; + Numerical ProbRings17 = TargetProbAt(SNBRings, "17") ; + Numerical ProbRings18 = TargetProbAt(SNBRings, "18") ; + Numerical ProbRings19 = TargetProbAt(SNBRings, "19") ; + Numerical ProbRings2 = TargetProbAt(SNBRings, "2") ; + Numerical ProbRings20 = TargetProbAt(SNBRings, "20") ; + Numerical ProbRings21 = TargetProbAt(SNBRings, "21") ; + Numerical ProbRings22 = TargetProbAt(SNBRings, "22") ; + Numerical ProbRings23 = TargetProbAt(SNBRings, "23") ; + Numerical ProbRings24 = TargetProbAt(SNBRings, "24") ; + Numerical ProbRings25 = TargetProbAt(SNBRings, "25") ; + Numerical ProbRings26 = TargetProbAt(SNBRings, "26") ; + Numerical ProbRings27 = TargetProbAt(SNBRings, "27") ; + Numerical ProbRings29 = TargetProbAt(SNBRings, "29") ; + Numerical ProbRings3 = TargetProbAt(SNBRings, "3") ; + Numerical ProbRings4 = TargetProbAt(SNBRings, "4") ; + Numerical ProbRings5 = TargetProbAt(SNBRings, "5") ; + Numerical ProbRings6 = TargetProbAt(SNBRings, "6") ; + Numerical ProbRings7 = TargetProbAt(SNBRings, "7") ; + Numerical ProbRings8 = TargetProbAt(SNBRings, "8") ; + Numerical ProbRings9 = TargetProbAt(SNBRings, "9") ; +}; diff --git a/test/LearningTest/TestKhiops/Standard/ModelingAbalone/results.ref/ModelingReport.xls b/test/LearningTest/TestKhiops/Standard/ModelingAbalone/results.ref/ModelingReport.xls new file mode 100644 index 000000000..abda3ccb5 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/ModelingAbalone/results.ref/ModelingReport.xls @@ -0,0 +1,35 @@ +#Khiops 10.1.5 +Modeling report + +Dictionary Abalone +Target variable Rings +Database ../../../datasets/Abalone/Abalone.txt +Sample percentage 70 +Sampling mode Include sample +Selection variable +Selection value + + +Trained predictors + +Predictor Variables +Selective Naive Bayes 4 +Univariate Shell_Weight 1 + + +-------------------------------------------------------------------------------- + +Trained predictors details + + +Predictor Selective Naive Bayes + +Selected variables +Prepared name Name Level Weight Importance +PShell_Weight Shell_Weight 0.151195 0.641113 0.311341 +PDiameter Diameter 0.131065 0.152832 0.141531 +PSex Sex 0.0582504 0.336426 0.139989 +PHeight Height 0.125622 0.123535 0.124574 + +---------------------------------------------- +Predictor Univariate Shell_Weight diff --git a/test/LearningTest/TestKhiops/Standard/ModelingAbalone/results.ref/PreparationReport.xls b/test/LearningTest/TestKhiops/Standard/ModelingAbalone/results.ref/PreparationReport.xls new file mode 100644 index 000000000..9e27bf90c --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/ModelingAbalone/results.ref/PreparationReport.xls @@ -0,0 +1,306 @@ +#Khiops 10.1.5 +Descriptive statistics + + +Problem description +Short description + +Dictionary Abalone +Variables + Categorical 2 + Numerical 7 + Total 9 + +Database ../../../datasets/Abalone/Abalone.txt +Sample percentage 70 +Sampling mode Include sample +Selection variable +Selection value +Instances 2949 + +Learning task Classification analysis + +Target variable Categorical Rings +Main target value 10 + +Target variable stats +Value Frequency Coverage +1 1 0.000339098 +10 438 0.148525 +11 346 0.117328 +12 186 0.0630722 +13 142 0.0481519 +14 89 0.0301797 +15 76 0.0257714 +16 45 0.0152594 +17 38 0.0128857 +18 30 0.0101729 +19 22 0.00746016 +2 1 0.000339098 +20 16 0.00542557 +21 10 0.00339098 +22 3 0.00101729 +23 6 0.00203459 +24 1 0.000339098 +25 1 0.000339098 +26 1 0.000339098 +27 2 0.000678196 +29 1 0.000339098 +3 12 0.00406918 +4 38 0.0128857 +5 86 0.0291624 +6 183 0.0620549 +7 289 0.0979993 +8 397 0.134622 +9 489 0.165819 + +Evaluated variables 8 +Informative variables 8 + +Max number of constructed variables 0 +Max number of trees 0 +Max number of variable pairs 0 +Discretization MODL +Value grouping MODL + +Null model + Constr. cost 0.693147 + Prep. cost 151.279 + Data cost 7295.86 + + +Categorical variables statistics + +Rank Name Level Target groups Groups Values Mode Mode coverage Constr. cost Prep. cost Data cost +R8 Sex 0.0582504 7 2 3 M 0.366226 2.77259 212.747 6798.48 + + +Numerical variables statistics + +Rank Name Level Target groups Intervals Values Min Max Mean Std dev Missing number Constr. cost Prep. cost Data cost +R1 Shell_Weight 0.151195 9 7 810 0.0015 0.897 0.2382811122 0.1390655365 0 2.77259 411.659 5907.33 +R2 Diameter 0.131065 8 8 108 0.055 0.63 0.4076839607 0.1001779215 0 2.77259 402.764 6066.15 +R3 Whole_Weight 0.128133 7 8 1964 0.002 2.8255 0.8279693116 0.4923230664 0 2.77259 392.099 6098.65 +R4 Length 0.125779 8 7 131 0.075 0.8 0.5235300102 0.1214394599 0 2.77259 374.917 6133.36 +R5 Height 0.125622 8 6 51 0 1.13 0.1395659546 0.04319333787 0 2.77259 355.05 6154.4 +R6 Viscera_Weight 0.125087 8 7 825 0.0005 0.76 0.1804911835 0.1099961701 0 2.77259 385.384 6128.05 +R7 Shucked_Weight 0.106221 8 7 1360 0.001 1.488 0.3592495761 0.2230277715 0 2.77259 391.397 6262.55 + + +-------------------------------------------------------------------------------- + +Variables detailed statistics + + +Rank R1 +Variable Numerical Shell_Weight + +% target values +Interval {11, 12, 13, ...} {9} {10} {8} {7} {6} {16} {5} {4, 3, 1, ...} Interest Frequency Coverage +]-inf;0.02225] 0 0 0 0 0.0289855 0.0724638 0 0.275362 0.623188 0.146523 69 0.0233978 +]0.02225;0.0565] 0.0216216 0.027027 0.0108108 0.0648649 0.2 0.335135 0 0.291892 0.0486486 0.174278 185 0.0627331 +]0.0565;0.1145] 0.0515464 0.10567 0.064433 0.162371 0.340206 0.242268 0 0.0335052 0 0.175266 388 0.13157 +]0.1145;0.17625] 0.133787 0.195011 0.111111 0.306122 0.199546 0.0408163 0.0136054 0 0 0.0846711 441 0.149542 +]0.17625;0.27475] 0.277311 0.271709 0.177871 0.190476 0.0392157 0.00280112 0.0406162 0 0 0.0888592 714 0.242116 +]0.27475;0.40975] 0.443636 0.180606 0.230303 0.0606061 0.00242424 0.00242424 0.08 0 0 0.16909 825 0.279756 +]0.40975;+inf[ 0.587156 0.0428135 0.137615 0.0030581 0 0 0.229358 0 0 0.161313 327 0.110885 +Total 0.284503 0.165819 0.148525 0.134622 0.0979993 0.0620549 0.0596812 0.0291624 0.0176331 1 2949 1 + +Target variable stats +Group Frequency Coverage Size Value list +{11, 12, 13, ...} 839 0.284503 5 11 12 13 14 15 +{9} 489 0.165819 1 9 +{10} 438 0.148525 1 10 +{8} 397 0.134622 1 8 +{7} 289 0.0979993 1 7 +{6} 183 0.0620549 1 6 +{16} 176 0.0596812 13 16 * +{5} 86 0.0291624 1 5 +{4, 3, 1, ...} 52 0.0176331 4 4 3 1 2 + +---------------------------------------------- +Rank R2 +Variable Numerical Diameter + +% target values +Interval {12} {9} {10} {8} {11} {7} {6} {5, 4, 3, ...} Interest Frequency Coverage +]-inf;0.1975] 0 0 0 0.0208333 0 0.03125 0.15625 0.791667 0.192524 96 0.0325534 +]0.1975;0.2325] 0 0.0444444 0 0.0777778 0 0.177778 0.288889 0.411111 0.104941 90 0.0305188 +]0.2325;0.2975] 0.0151515 0.0795455 0.0719697 0.0984848 0.030303 0.333333 0.291667 0.0795455 0.155534 264 0.0895219 +]0.2975;0.3475] 0.0707071 0.121212 0.0673401 0.232323 0.047138 0.296296 0.151515 0.013468 0.0919452 297 0.100712 +]0.3475;0.3775] 0.118774 0.210728 0.130268 0.279693 0.045977 0.168582 0.045977 0 0.0443598 261 0.0885046 +]0.3775;0.4075] 0.294915 0.19661 0.105085 0.216949 0.0711864 0.0983051 0.0169492 0 0.030947 295 0.100034 +]0.4075;0.4875] 0.272727 0.240404 0.19798 0.143434 0.121212 0.0212121 0.0030303 0 0.144336 990 0.335707 +]0.4875;+inf[ 0.390244 0.117378 0.210366 0.0213415 0.260671 0 0 0 0.235414 656 0.222448 +Total 0.226857 0.165819 0.148525 0.134622 0.117328 0.0979993 0.0620549 0.0467955 1 2949 1 + +Target variable stats +Group Frequency Coverage Size Value list +{12} 669 0.226857 17 12 * +{9} 489 0.165819 1 9 +{10} 438 0.148525 1 10 +{8} 397 0.134622 1 8 +{11} 346 0.117328 1 11 +{7} 289 0.0979993 1 7 +{6} 183 0.0620549 1 6 +{5, 4, 3, ...} 138 0.0467955 5 5 4 3 1 2 + +---------------------------------------------- +Rank R3 +Variable Numerical Whole_Weight + +% target values +Interval {11} {9} {10} {8} {7} {6} {5, 4, 3, ...} Interest Frequency Coverage +]-inf;0.07125] 0 0 0 0 0.0285714 0.0714286 0.9 0.163048 70 0.0237369 +]0.07125;0.14625] 0.00877193 0.0263158 0 0.0964912 0.166667 0.307018 0.394737 0.13181 114 0.0386572 +]0.14625;0.25775] 0.04329 0.0779221 0.0692641 0.0865801 0.307359 0.311688 0.103896 0.142407 231 0.0783316 +]0.25775;0.423] 0.0869565 0.130435 0.0735786 0.214047 0.317726 0.157191 0.0200669 0.10555 299 0.10139 +]0.423;0.65525] 0.235537 0.206612 0.0950413 0.274793 0.14876 0.0392562 0 0.0658095 484 0.164123 +]0.65525;1.0277] 0.386842 0.227632 0.185526 0.160526 0.0342105 0.00526316 0 0.092582 760 0.257714 +]1.0277;1.51025] 0.499301 0.197203 0.233566 0.0629371 0.00559441 0.0013986 0 0.16207 715 0.242455 +]1.51025;+inf[ 0.771739 0.0543478 0.166667 0.00724638 0 0 0 0.136724 276 0.093591 +Total 0.344184 0.165819 0.148525 0.134622 0.0979993 0.0620549 0.0467955 1 2949 1 + +Target variable stats +Group Frequency Coverage Size Value list +{11} 1015 0.344184 18 11 * +{9} 489 0.165819 1 9 +{10} 438 0.148525 1 10 +{8} 397 0.134622 1 8 +{7} 289 0.0979993 1 7 +{6} 183 0.0620549 1 6 +{5, 4, 3, ...} 138 0.0467955 5 5 4 3 1 2 + +---------------------------------------------- +Rank R4 +Variable Numerical Length + +% target values +Interval {10, 11} {12} {9} {8} {7} {6} {5} {4, 3, 1, ...} Interest Frequency Coverage +]-inf;0.2625] 0 0 0 0.0111111 0.0222222 0.155556 0.311111 0.5 0.203597 90 0.0305188 +]0.2625;0.3125] 0.0105263 0 0.0421053 0.0736842 0.2 0.294737 0.315789 0.0631579 0.11203 95 0.0322143 +]0.3125;0.3925] 0.103203 0.0142349 0.0854093 0.106762 0.330961 0.270463 0.0854093 0.00355872 0.170593 281 0.0952865 +]0.3925;0.4475] 0.116541 0.0714286 0.139098 0.206767 0.289474 0.161654 0.0150376 0 0.0830873 266 0.0902001 +]0.4475;0.5225] 0.173913 0.230072 0.168478 0.259058 0.134058 0.0344203 0 0 0.0618572 552 0.187182 +]0.5225;0.6175] 0.306639 0.275026 0.249737 0.141201 0.0252898 0.00210748 0 0 0.141627 949 0.321804 +]0.6175;+inf[ 0.469274 0.360335 0.131285 0.0377095 0 0.00139665 0 0 0.227208 716 0.242794 +Total 0.265853 0.226857 0.165819 0.134622 0.0979993 0.0620549 0.0291624 0.0176331 1 2949 1 + +Target variable stats +Group Frequency Coverage Size Value list +{10, 11} 784 0.265853 2 10 11 +{12} 669 0.226857 17 12 * +{9} 489 0.165819 1 9 +{8} 397 0.134622 1 8 +{7} 289 0.0979993 1 7 +{6} 183 0.0620549 1 6 +{5} 86 0.0291624 1 5 +{4, 3, 1, ...} 52 0.0176331 4 4 3 1 2 + +---------------------------------------------- +Rank R5 +Variable Numerical Height + +% target values +Interval {10, 13, 14, ...} {11, 12} {9} {8} {7} {6} {16, 17, 18, ...} {5, 4, 3, ...} Interest Frequency Coverage +]-inf;0.0775] 0.0104712 0.0104712 0.0157068 0.0471204 0.136126 0.240838 0 0.539267 0.272612 191 0.0647677 +]0.0775;0.1025] 0.0638889 0.0388889 0.0861111 0.130556 0.336111 0.252778 0 0.0916667 0.207869 360 0.122075 +]0.1025;0.1225] 0.134177 0.0936709 0.177215 0.293671 0.202532 0.0835443 0.0101266 0.00506329 0.0868388 395 0.133944 +]0.1225;0.1525] 0.2966 0.152403 0.241501 0.19578 0.063306 0.0128957 0.0375147 0 0.0954053 853 0.289251 +]0.1525;0.1825] 0.366834 0.267588 0.193467 0.0640704 0.00879397 0.00251256 0.0967337 0 0.178581 796 0.269922 +]0.1825;+inf[ 0.344633 0.384181 0.0706215 0.019774 0.00282486 0 0.177966 0 0.158694 354 0.120041 +Total 0.252628 0.1804 0.165819 0.134622 0.0979993 0.0620549 0.0596812 0.0467955 1 2949 1 + +Target variable stats +Group Frequency Coverage Size Value list +{10, 13, 14, ...} 745 0.252628 4 10 13 14 15 +{11, 12} 532 0.1804 2 11 12 +{9} 489 0.165819 1 9 +{8} 397 0.134622 1 8 +{7} 289 0.0979993 1 7 +{6} 183 0.0620549 1 6 +{16, 17, 18, ...} 176 0.0596812 13 16 17 18 19 20 21 23 22 27 24 25 26 29 * +{5, 4, 3, ...} 138 0.0467955 5 5 4 3 1 2 + +---------------------------------------------- +Rank R6 +Variable Numerical Viscera_Weight + +% target values +Interval {10, 11, 12} {9} {13} {8} {7} {6} {5} {4, 3, 1, ...} Interest Frequency Coverage +]-inf;0.01025] 0 0 0 0 0.0217391 0.0217391 0.217391 0.73913 0.13051 46 0.0155985 +]0.01025;0.03175] 0.00719424 0.00719424 0 0.0791367 0.122302 0.323741 0.338129 0.122302 0.192675 139 0.0471346 +]0.03175;0.05125] 0.107692 0.0717949 0.0102564 0.0769231 0.34359 0.266667 0.117949 0.00512821 0.12791 195 0.0661241 +]0.05125;0.08675] 0.132686 0.132686 0.0226537 0.213592 0.300971 0.18123 0.0161812 0 0.118893 309 0.104781 +]0.08675;0.13125] 0.182266 0.20197 0.100985 0.29064 0.165025 0.0566502 0.00246305 0 0.0666536 406 0.137674 +]0.13125;0.23725] 0.351871 0.227503 0.22548 0.147624 0.0424671 0.00505561 0 0 0.118926 989 0.335368 +]0.23725;+inf[ 0.560694 0.145665 0.242775 0.0473988 0.00231214 0.00115607 0 0 0.244432 865 0.29332 +Total 0.328925 0.165819 0.163784 0.134622 0.0979993 0.0620549 0.0291624 0.0176331 1 2949 1 + +Target variable stats +Group Frequency Coverage Size Value list +{10, 11, 12} 970 0.328925 3 10 11 12 +{9} 489 0.165819 1 9 +{13} 483 0.163784 16 13 * +{8} 397 0.134622 1 8 +{7} 289 0.0979993 1 7 +{6} 183 0.0620549 1 6 +{5} 86 0.0291624 1 5 +{4, 3, 1, ...} 52 0.0176331 4 4 3 1 2 + +---------------------------------------------- +Rank R7 +Variable Numerical Shucked_Weight + +% target values +Interval {11, 12} {9} {13} {10} {8} {7} {6} {5, 4, 3, ...} Interest Frequency Coverage +]-inf;0.04175] 0.00847458 0 0 0 0.0508475 0.059322 0.152542 0.728814 0.250789 118 0.0400136 +]0.04175;0.10975] 0.0338983 0.0847458 0.0101695 0.0610169 0.0915254 0.288136 0.284746 0.145763 0.209328 295 0.100034 +]0.10975;0.18175] 0.0828221 0.138037 0.0490798 0.0858896 0.199387 0.276074 0.147239 0.0214724 0.0950016 326 0.110546 +]0.18175;0.23875] 0.109489 0.167883 0.182482 0.0766423 0.226277 0.167883 0.0693431 0 0.0378096 274 0.0929129 +]0.23875;0.43025] 0.172571 0.189714 0.229714 0.146286 0.188571 0.0582857 0.0148571 0 0.0964072 875 0.296711 +]0.43025;0.62525] 0.217877 0.234637 0.196927 0.24581 0.0893855 0.0125698 0 0.0027933 0.158994 716 0.242794 +]0.62525;+inf[ 0.455072 0.113043 0.208696 0.194203 0.0231884 0.00289855 0.00289855 0 0.151671 345 0.116989 +Total 0.1804 0.165819 0.163784 0.148525 0.134622 0.0979993 0.0620549 0.0467955 1 2949 1 + +Target variable stats +Group Frequency Coverage Size Value list +{11, 12} 532 0.1804 2 11 12 +{9} 489 0.165819 1 9 +{13} 483 0.163784 16 13 * +{10} 438 0.148525 1 10 +{8} 397 0.134622 1 8 +{7} 289 0.0979993 1 7 +{6} 183 0.0620549 1 6 +{5, 4, 3, ...} 138 0.0467955 5 5 4 3 1 2 + +---------------------------------------------- +Rank R8 +Variable Categorical Sex + +Variable stats +Group Size Value list +{M, F} 2 M F * +{I} 1 I + +% target values +Group {10, 11} {12, 13, 14, ...} {9} {8} {6, 5, 4, ...} {7} {21, 23, 22, ...} Interest Frequency Coverage +{I} 0.104932 0.0619098 0.135362 0.19937 0.286464 0.208814 0.00314795 0.610739 953 0.32316 +{M, F} 0.342685 0.293086 0.180361 0.103707 0.0230461 0.0450902 0.012024 0.389261 1996 0.67684 +Total 0.265853 0.218379 0.165819 0.134622 0.108172 0.0979993 0.00915565 1 2949 1 + +Target variable stats +Group Frequency Coverage Size Value list +{10, 11} 784 0.265853 2 10 11 +{12, 13, 14, ...} 644 0.218379 9 12 13 14 15 16 17 18 19 20 +{9} 489 0.165819 1 9 +{8} 397 0.134622 1 8 +{6, 5, 4, ...} 319 0.108172 4 6 5 4 3 +{7} 289 0.0979993 1 7 +{21, 23, 22, ...} 27 0.00915565 10 21 23 22 27 1 2 24 25 26 29 * + +Values +Value Frequency Coverage +M 1080 0.366226 +I 953 0.32316 +F 916 0.310614 diff --git a/test/LearningTest/TestKhiops/Standard/ModelingAbalone/results.ref/TestEvaluationReport.xls b/test/LearningTest/TestKhiops/Standard/ModelingAbalone/results.ref/TestEvaluationReport.xls new file mode 100644 index 000000000..d1c3ae73e --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/ModelingAbalone/results.ref/TestEvaluationReport.xls @@ -0,0 +1,28224 @@ +#Khiops 10.1.5 +Test evaluation report + +Dictionary Abalone +Target variable Categorical Rings +Main target value 10 +Database ../../../datasets/Abalone/Abalone.txt +Sample percentage 70 +Sampling mode Exclude sample +Selection variable +Selection value +Instances 1228 + + +Predictors performance + +Classifier Accuracy Compression AUC +Selective Naive Bayes 0.271173 0.15739 0.724547 +Univariate Shell_Weight 0.272801 0.145573 0.716805 + + +-------------------------------------------------------------------------------- + +Predictors detailed performance + + +Classifier Selective Naive Bayes +Accuracy 0.271173 +Compression 0.15739 +AUC 0.724547 + +Confusion matrix + 1 10 11 12 13 14 15 16 17 18 19 2 20 21 22 23 24 25 26 27 29 3 4 5 6 7 8 9 +$1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 +$10 0 78 53 25 23 14 10 11 4 5 5 0 3 1 0 0 0 0 0 0 0 0 0 0 0 2 13 60 +$11 0 22 28 13 14 9 10 8 7 5 2 0 4 3 1 2 1 0 0 0 0 0 0 0 0 1 1 8 +$12 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 +$13 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 +$14 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 +$15 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 +$16 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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b/test/LearningTest/TestKhiops/Standard/ModelingAbalone/results.ref/err.txt @@ -0,0 +1,12 @@ +Train supervised model for classification of target variable Rings +Database ../../../datasets/Abalone/Abalone.txt: Read records: 4177 Selected records: 2949 +Data preparation time: 0:00:03.97 +SNB train time: 0:00:00.07 +Build Selective Naive Bayes SNB_Abalone +Build Univariate BU1_Abalone +Train evaluation of Selective Naive Bayes on database ../../../datasets/Abalone/Abalone.txt +Train evaluation of Univariate Shell_Weight on database ../../../datasets/Abalone/Abalone.txt +Test evaluation of Selective Naive Bayes on database ../../../datasets/Abalone/Abalone.txt +Test evaluation of Univariate Shell_Weight on database ../../../datasets/Abalone/Abalone.txt +Write report ./results\AllReports.khj + diff --git a/test/LearningTest/TestKhiops/Standard/ModelingAbalone/results.ref/time.log b/test/LearningTest/TestKhiops/Standard/ModelingAbalone/results.ref/time.log new file mode 100644 index 000000000..77d5e4922 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/ModelingAbalone/results.ref/time.log @@ -0,0 +1 @@ +Overal time: 4.8233888149261475 diff --git a/test/LearningTest/TestKhiops/Standard/ModelingAbalone/test.prm b/test/LearningTest/TestKhiops/Standard/ModelingAbalone/test.prm new file mode 100644 index 000000000..58931a045 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/ModelingAbalone/test.prm @@ -0,0 +1,63 @@ +// Thu Jun 12 13:31:06 2008 +// modl +// Output command file +// +//This file contains recorded commands, that can be replayed. +//Commands are based on user interactions: +// field update +// list index selection +// menu action +//Every command can be commented, using //. +//For example, commenting the last Exit command will allow other +//user interactions, after the commands have been replayed. +// +// + +// -> Data preparation and scoring +ClassManagement.OpenFile // Open... + +// -> Open +ClassFileName ../../../datasets/Abalone/Abalone.kdic // Dictionary file +OK // Open +// <- Open + +ClassManagement.ClassName Abalone // Dictionary + +TrainDatabase.DatabaseFiles.List.Key Abalone // List item selection +TrainDatabase.DatabaseFiles.DataTableName ../../../datasets/Abalone/Abalone.txt // Database file +TrainDatabase.SampleNumberPercentage 70 // Sample percentage +TrainDatabase.TestDatabaseSpecificationMode Complementary // Test database + + +AnalysisSpec.TargetAttributeName Rings // Target variable +AnalysisSpec.MainTargetModality 10 // Main target modality + + +AnalysisSpec.PredictorsSpec.SelectiveNaiveBayesPredictor true // Predicteur Bayesien Naif Selectif +AnalysisSpec.PredictorsSpec.AdvancedSpec.UnivariatePredictorNumber 1 // Nombre de predicteurs univaries + +AnalysisSpec.PreprocessingSpec.TargetGrouped true // Group target values +AnalysisSpec.PreprocessingSpec.DataGridOptimizerParameters.OptimizationAlgorithm VNS // Algorithm +AnalysisSpec.PreprocessingSpec.DataGridOptimizerParameters.OptimizationLevel 4 // Level +AnalysisSpec.PreprocessingSpec.DataGridOptimizerParameters.UnivariateInitialization true // Univariate initialization +AnalysisSpec.PreprocessingSpec.DataGridOptimizerParameters.PreOptimize true // Pre-optimize each solution +AnalysisSpec.PreprocessingSpec.DataGridOptimizerParameters.Optimize true // Optimize each solution +AnalysisSpec.PreprocessingSpec.DataGridOptimizerParameters.PostOptimize true // Post-optimize each solution +AnalysisSpec.PreprocessingSpec.DataGridOptimizerParameters.DisplayDetails false // Display details + +AnalysisResults.ResultFilesDirectory ./results // Result files directory + + +AnalysisSpec.PredictorsSpec.ConstructionSpec.MaxTreeNumber 0 // Max Tree number +AnalysisSpec.PredictorsSpec.ConstructionSpec.MaxConstructedAttributeNumber 0 // Max number of constructed variables +ComputeStats // Analyse database + + +Exit // Close +// <- Data preparation and scoring + + +// -> Data preparation and scoring +OK // Close +// <- Data preparation and scoring + diff --git a/test/LearningTest/TestKhiops/Standard/MultipleTargetModelingMushroom/Mushroom.kdic b/test/LearningTest/TestKhiops/Standard/MultipleTargetModelingMushroom/Mushroom.kdic new file mode 100644 index 000000000..df0273393 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/MultipleTargetModelingMushroom/Mushroom.kdic @@ -0,0 +1,56 @@ +#Khiops 7.7.2i + +Dictionary Mushroom +{ + Categorical Class ; + Categorical CapShape ; + Categorical CapSurface ; + Categorical CapColor ; + Categorical Bruise ; + Categorical Odor ; + Categorical GillAttachment ; + Categorical GillSpacing ; + Categorical GillSize ; + Categorical GillColor ; + Categorical StalkShape ; + Categorical StalkRoot ; + Categorical StalkSurfaceAboveRing ; + Categorical StalkSurfaceBelowRing ; + Categorical StalkColorAboveRing ; + Categorical StalkColorBelowRing ; + Categorical VeilType ; + Categorical VeilColor ; + Categorical RingNumber ; + Categorical RingType ; + Categorical SporePrintColor ; + Categorical Population ; + Categorical Habitat ; +}; + +Dictionary MushroomTest +{ + Categorical Class ; + Categorical CapShape ; + Categorical CapSurface ; +Unused Categorical CapColor ; + Categorical Bruise ; +Unused Categorical Odor ; + Categorical GillAttachment ; + Categorical GillSpacing ; + Categorical GillSize ; +Unused Categorical GillColor ; + Categorical StalkShape ; + Categorical StalkRoot ; + Categorical StalkSurfaceAboveRing ; + Categorical StalkSurfaceBelowRing ; + Categorical StalkColorAboveRing ; + Categorical StalkColorBelowRing ; + Categorical VeilType ; + Categorical VeilColor ; + Categorical RingNumber ; + Categorical RingType ; +Unused Categorical SporePrintColor ; + Categorical Population ; + Categorical Habitat ; + Categorical MultiClass = Concat(Odor, "_", CapColor, "_", SporePrintColor, "_", GillColor) ; +}; diff --git a/test/LearningTest/TestKhiops/Standard/MultipleTargetModelingMushroom/readme.txt b/test/LearningTest/TestKhiops/Standard/MultipleTargetModelingMushroom/readme.txt new file mode 100644 index 000000000..b300660fc --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/MultipleTargetModelingMushroom/readme.txt @@ -0,0 +1,4 @@ +Modélisation multi-class + +Cas de très nombreuses valeurs cibles, en créant un attribut cible + dans Mushroom par produit cartésien de quatre attributs diff --git a/test/LearningTest/TestKhiops/Standard/MultipleTargetModelingMushroom/results.ref/AllReports.khj b/test/LearningTest/TestKhiops/Standard/MultipleTargetModelingMushroom/results.ref/AllReports.khj new file mode 100644 index 000000000..90add733e --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/MultipleTargetModelingMushroom/results.ref/AllReports.khj @@ -0,0 +1,5735 @@ +{ + "tool": "Khiops", + "version": "10.1.5", + "shortDescription": "", + "logs": [ + { + "taskName": "Data preparation", + "messages": [ + "warning : Data preparation MushroomTest MultiClass : The target variable MultiClass contains many values (220)" + ] + }, + { + "taskName": "Train evaluation", + "messages": [ + "warning : Evaluation Selective Naive Bayes : The lift curves will be computed only for 100 values (among 220)", + "warning : Evaluation Univariate StalkRoot : The lift curves will be computed only for 100 values (among 220)" + ] + }, + { + "taskName": "Test evaluation", + "messages": [ + "warning : Evaluation Selective Naive Bayes : The lift curves will be computed only for 100 values (among 220)", + "warning : Evaluation Univariate StalkRoot : The lift curves will be computed only for 100 values (among 220)" + ] + } + ], + "modelingReport": { + "reportType": "Modeling", + "summary": { + "dictionary": "MushroomTest", + "database": "..\/..\/..\/datasets\/Mushroom\/Mushroom.txt", + "samplePercentage": 70, + "samplingMode": "Include sample", + "selectionVariable": "", + "selectionValue": "", + "learningTask": "Classification analysis", + "targetVariable": "MultiClass" + }, + "trainedPredictors": [ + { + "rank": "R1", + "type": "Classifier", + "family": "Selective Naive Bayes", + "name": "Selective Naive Bayes", + "variables": 11 + }, + { + "rank": "R2", + "type": "Classifier", + "family": "Univariate", + "name": "Univariate StalkRoot", + "variables": 1 + } + ], + "trainedPredictorsDetails": { + "R1": { + "selectedVariables": [ + { + "preparedName": "PStalkRoot", + "name": "StalkRoot", + "level": 0.221381, + "weight": 0.258057, + "importance": 0.239017 + }, + { + "preparedName": "PClass", + "name": "Class", + "level": 0.137095, + "weight": 0.250244, + "importance": 0.185222 + }, + { + "preparedName": "PRingType", + "name": "RingType", + "level": 0.188187, + "weight": 0.152588, + "importance": 0.169455 + }, + { + "preparedName": "PStalkColorBelowRing", + "name": "StalkColorBelowRing", + "level": 0.134211, + "weight": 0.170166, + "importance": 0.151123 + }, + { + "preparedName": "PHabitat", + "name": "Habitat", + "level": 0.158244, + "weight": 0.125244, + "importance": 0.14078 + }, + { + "preparedName": "PGillSize", + "name": "GillSize", + "level": 0.107145, + "weight": 0.183838, + "importance": 0.140347 + }, + { + "preparedName": "PStalkShape", + "name": "StalkShape", + "level": 0.119838, + "weight": 0.105713, + "importance": 0.112554 + }, + { + "preparedName": "PStalkColorAboveRing", + "name": "StalkColorAboveRing", + "level": 0.130701, + "weight": 0.0783691, + "importance": 0.101207 + }, + { + "preparedName": "PStalkSurfaceBelowRing", + "name": "StalkSurfaceBelowRing", + "level": 0.11693, + "weight": 0.0783691, + "importance": 0.0957271 + }, + { + "preparedName": "PRingNumber", + "name": "RingNumber", + "level": 0.0513687, + "weight": 0.146729, + "importance": 0.0868174 + }, + { + "preparedName": "PPopulation", + "name": "Population", + "level": 0.13601, + "weight": 0.0373535, + "importance": 0.0712774 + } + ] + } + } + }, + "trainEvaluationReport": { + "reportType": "Evaluation", + "evaluationType": "Train", + "summary": { + "dictionary": "MushroomTest", + "database": "..\/..\/..\/datasets\/Mushroom\/Mushroom.txt", + "samplePercentage": 70, + "samplingMode": "Include sample", + "selectionVariable": "", + "selectionValue": "", + "instances": 5928, + "learningTask": "Classification analysis", + "targetVariable": "MultiClass" + }, + "predictorsPerformance": [ + { + "rank": "R1", + "type": "Classifier", + "family": "Selective Naive Bayes", + "name": "Selective Naive Bayes", + "accuracy": 0.113866, + "compression": 0.453951, + "auc": 0.926419 + }, + { + "rank": "R2", + "type": "Classifier", + "family": "Univariate", + "name": "Univariate StalkRoot", + "accuracy": 0.0792848, + "compression": 0.24576, + "auc": 0.828449 + } + ], + "predictorsDetailedPerformance": { + "R1": { + "confusionMatrix": { + "values": 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["NONE_GRAY_BLACK_PINK"], + ["FOUL_RED_WHITE_BUFF","SPICY_BROWN_WHITE_BUFF","FISHY_RED_WHITE_BUFF","SPICY_RED_WHITE_BUFF","FISHY_BROWN_WHITE_BUFF","FOUL_BROWN_WHITE_BUFF","FOUL_GRAY_CHOCOLATE_CHOCOLATE","FOUL_GRAY_CHOCOLATE_PINK","FOUL_YELLOW_CHOCOLATE_CHOCOLATE","FOUL_YELLOW_CHOCOLATE_PINK","FOUL_YELLOW_CHOCOLATE_GRAY","FOUL_GRAY_CHOCOLATE_GRAY"], + ["NONE_BROWN_BUFF_ORANGE","NONE_BROWN_BUFF_YELLOW","NONE_BROWN_BROWN_ORANGE","NONE_BROWN_ORANGE_BROWN","NONE_BROWN_ORANGE_ORANGE","NONE_BROWN_BROWN_YELLOW","NONE_BROWN_YELLOW_YELLOW","NONE_BROWN_ORANGE_YELLOW","NONE_BROWN_YELLOW_ORANGE","NONE_BROWN_BUFF_BROWN","NONE_BROWN_YELLOW_BROWN"], + ["NONE_BROWN_BROWN_BROWN","MUSTY_BROWN_WHITE_YELLOW","MUSTY_BROWN_WHITE_WHITE","MUSTY_CINNAMON_WHITE_YELLOW","MUSTY_CINNAMON_WHITE_WHITE","MUSTY_RED_WHITE_WHITE","MUSTY_RED_WHITE_YELLOW"] + ], + "defaultGroupIndex": 0 + } + ], + "partTargetFrequencies": [ + [3512,2173,0,86], + [0,0,131,26] + ], + "partInterests": [0.198981,0.801019] + }, + "inputValues": { + "values": ["FREE","ATTACHED"], + "frequencies": [5771,157] + } + } + } + }, + "khiops_encoding": "ascii" +} diff --git a/test/LearningTest/TestKhiops/Standard/MultipleTargetModelingMushroom/results.ref/Modeling.kdic b/test/LearningTest/TestKhiops/Standard/MultipleTargetModelingMushroom/results.ref/Modeling.kdic new file mode 100644 index 000000000..f6046ada9 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/MultipleTargetModelingMushroom/results.ref/Modeling.kdic @@ -0,0 +1,519 @@ +#Khiops 10.1.5 + +Dictionary BU1_MushroomTest + +{ +Unused Categorical Class ; +Unused Categorical CapShape ; +Unused Categorical CapSurface ; +Unused Categorical CapColor ; +Unused Categorical Bruise ; +Unused Categorical Odor ; +Unused Categorical GillAttachment ; +Unused Categorical GillSpacing ; +Unused Categorical GillSize ; +Unused Categorical GillColor ; +Unused Categorical StalkShape ; +Unused Categorical StalkRoot ; +Unused Categorical StalkSurfaceAboveRing ; +Unused Categorical StalkSurfaceBelowRing ; +Unused Categorical StalkColorAboveRing ; +Unused Categorical StalkColorBelowRing ; +Unused Categorical VeilType ; +Unused Categorical VeilColor ; +Unused Categorical RingNumber ; +Unused Categorical RingType ; +Unused Categorical SporePrintColor ; +Unused Categorical Population ; +Unused Categorical Habitat ; +Unused Categorical MultiClass = Concat(Odor, "_", CapColor, "_", SporePrintColor, "_", GillColor) ; +Unused Structure(DataGrid) VMultiClass = DataGrid(ValueSetC("ALMOND_BROWN_BLACK_BROWN", "ALMOND_BROWN_BLACK_PINK", "ALMOND_BROWN_BLACK_WHITE", "ALMOND_BROWN_BROWN_BROWN", "ALMOND_BROWN_BROWN_PINK", "ALMOND_BROWN_BROWN_WHITE", "ALMOND_WHITE_BLACK_BLACK", "ALMOND_WHITE_BLACK_BROWN", "ALMOND_WHITE_BLACK_GRAY", "ALMOND_WHITE_BLACK_WHITE", "ALMOND_WHITE_BROWN_BLACK", "ALMOND_WHITE_BROWN_BROWN", "ALMOND_WHITE_BROWN_GRAY", "ALMOND_WHITE_BROWN_PINK", "ALMOND_WHITE_BROWN_WHITE", "ALMOND_WHITE_PURPLE_BROWN", "ALMOND_WHITE_PURPLE_PINK", "ALMOND_WHITE_PURPLE_WHITE", "ALMOND_YELLOW_BLACK_BLACK", "ALMOND_YELLOW_BLACK_BROWN", "ALMOND_YELLOW_BLACK_GRAY", "ALMOND_YELLOW_BLACK_PINK", "ALMOND_YELLOW_BLACK_WHITE", "ALMOND_YELLOW_BROWN_BLACK", "ALMOND_YELLOW_BROWN_BROWN", "ALMOND_YELLOW_BROWN_GRAY", "ALMOND_YELLOW_BROWN_PINK", "ALMOND_YELLOW_BROWN_WHITE", "ALMOND_YELLOW_PURPLE_BROWN", "ALMOND_YELLOW_PURPLE_PINK", "ALMOND_YELLOW_PURPLE_WHITE", "ANISE_BROWN_BLACK_BROWN", "ANISE_BROWN_BLACK_PINK", "ANISE_BROWN_BLACK_WHITE", "ANISE_BROWN_BROWN_BROWN", "ANISE_BROWN_BROWN_PINK", "ANISE_BROWN_BROWN_WHITE", "ANISE_WHITE_BLACK_BLACK", "ANISE_WHITE_BLACK_BROWN", "ANISE_WHITE_BLACK_GRAY", "ANISE_WHITE_BLACK_WHITE", "ANISE_WHITE_BROWN_BLACK", "ANISE_WHITE_BROWN_BROWN", "ANISE_WHITE_BROWN_GRAY", "ANISE_WHITE_BROWN_PINK", "ANISE_WHITE_BROWN_WHITE", "ANISE_WHITE_PURPLE_BROWN", "ANISE_WHITE_PURPLE_PINK", "ANISE_WHITE_PURPLE_WHITE", "ANISE_YELLOW_BLACK_BLACK", "ANISE_YELLOW_BLACK_BROWN", "ANISE_YELLOW_BLACK_GRAY", "ANISE_YELLOW_BLACK_PINK", "ANISE_YELLOW_BLACK_WHITE", "ANISE_YELLOW_BROWN_BLACK", "ANISE_YELLOW_BROWN_BROWN", "ANISE_YELLOW_BROWN_GRAY", "ANISE_YELLOW_BROWN_PINK", "ANISE_YELLOW_BROWN_WHITE", "ANISE_YELLOW_PURPLE_BROWN", "ANISE_YELLOW_PURPLE_PINK", "ANISE_YELLOW_PURPLE_WHITE", "CREOSOTE_GRAY_BLACK_BROWN", "CREOSOTE_GRAY_BLACK_GRAY", "CREOSOTE_GRAY_BLACK_PINK", "CREOSOTE_GRAY_BLACK_PURPLE", "CREOSOTE_GRAY_BROWN_BROWN", "CREOSOTE_GRAY_BROWN_GRAY", "CREOSOTE_GRAY_BROWN_PINK", "CREOSOTE_GRAY_BROWN_PURPLE", "CREOSOTE_PINK_BLACK_BROWN", "CREOSOTE_PINK_BLACK_GRAY", "CREOSOTE_PINK_BLACK_PINK", "CREOSOTE_PINK_BLACK_PURPLE", "CREOSOTE_PINK_BROWN_BROWN", "CREOSOTE_PINK_BROWN_GRAY", "CREOSOTE_PINK_BROWN_PINK", "CREOSOTE_PINK_BROWN_PURPLE", "CREOSOTE_WHITE_BLACK_BROWN", "CREOSOTE_WHITE_BLACK_GRAY", "CREOSOTE_WHITE_BLACK_PINK", "CREOSOTE_WHITE_BLACK_PURPLE", "CREOSOTE_WHITE_BROWN_BROWN", "CREOSOTE_WHITE_BROWN_GRAY", "CREOSOTE_WHITE_BROWN_PINK", "CREOSOTE_WHITE_BROWN_PURPLE", "FISHY_BROWN_WHITE_BUFF", "FISHY_RED_WHITE_BUFF", "FOUL_BROWN_WHITE_BUFF", "FOUL_BUFF_CHOCOLATE_CHOCOLATE", "FOUL_BUFF_CHOCOLATE_PINK", "FOUL_BUFF_CHOCOLATE_WHITE", "FOUL_GRAY_CHOCOLATE_CHOCOLATE", "FOUL_GRAY_CHOCOLATE_GRAY", "FOUL_GRAY_CHOCOLATE_PINK", "FOUL_GRAY_CHOCOLATE_WHITE", "FOUL_RED_WHITE_BUFF", "FOUL_WHITE_CHOCOLATE_CHOCOLATE", "FOUL_WHITE_CHOCOLATE_PINK", "FOUL_WHITE_CHOCOLATE_WHITE", "FOUL_YELLOW_CHOCOLATE_CHOCOLATE", "FOUL_YELLOW_CHOCOLATE_GRAY", "FOUL_YELLOW_CHOCOLATE_PINK", "MUSTY_BROWN_WHITE_WHITE", "MUSTY_BROWN_WHITE_YELLOW", "MUSTY_CINNAMON_WHITE_WHITE", "MUSTY_CINNAMON_WHITE_YELLOW", "MUSTY_RED_WHITE_WHITE", "MUSTY_RED_WHITE_YELLOW", "NONE_BROWN_BLACK_BLACK", "NONE_BROWN_BLACK_BROWN", "NONE_BROWN_BLACK_CHOCOLATE", "NONE_BROWN_BLACK_GRAY", "NONE_BROWN_BLACK_PINK", "NONE_BROWN_BLACK_PURPLE", "NONE_BROWN_BLACK_WHITE", "NONE_BROWN_BROWN_BLACK", "NONE_BROWN_BROWN_BROWN", "NONE_BROWN_BROWN_CHOCOLATE", "NONE_BROWN_BROWN_GRAY", "NONE_BROWN_BROWN_ORANGE", "NONE_BROWN_BROWN_PINK", "NONE_BROWN_BROWN_PURPLE", "NONE_BROWN_BROWN_WHITE", "NONE_BROWN_BROWN_YELLOW", "NONE_BROWN_BUFF_BROWN", "NONE_BROWN_BUFF_ORANGE", "NONE_BROWN_BUFF_YELLOW", "NONE_BROWN_ORANGE_BROWN", "NONE_BROWN_ORANGE_ORANGE", "NONE_BROWN_ORANGE_YELLOW", "NONE_BROWN_WHITE_RED", "NONE_BROWN_WHITE_WHITE", "NONE_BROWN_YELLOW_BROWN", "NONE_BROWN_YELLOW_ORANGE", "NONE_BROWN_YELLOW_YELLOW", "NONE_BUFF_GREEN_GRAY", "NONE_BUFF_GREEN_GREEN", "NONE_BUFF_GREEN_WHITE", "NONE_BUFF_WHITE_RED", "NONE_BUFF_WHITE_WHITE", "NONE_CINNAMON_WHITE_WHITE", "NONE_GRAY_BLACK_BLACK", "NONE_GRAY_BLACK_BROWN", "NONE_GRAY_BLACK_CHOCOLATE", "NONE_GRAY_BLACK_GRAY", "NONE_GRAY_BLACK_PINK", "NONE_GRAY_BLACK_PURPLE", "NONE_GRAY_BLACK_WHITE", "NONE_GRAY_BROWN_BLACK", "NONE_GRAY_BROWN_BROWN", "NONE_GRAY_BROWN_CHOCOLATE", "NONE_GRAY_BROWN_GRAY", "NONE_GRAY_BROWN_PINK", "NONE_GRAY_BROWN_PURPLE", "NONE_GRAY_BROWN_WHITE", "NONE_GRAY_WHITE_GRAY", "NONE_GRAY_WHITE_PINK", "NONE_GRAY_WHITE_WHITE", "NONE_GREEN_CHOCOLATE_CHOCOLATE", "NONE_GREEN_CHOCOLATE_PINK", "NONE_GREEN_CHOCOLATE_PURPLE", "NONE_GREEN_CHOCOLATE_WHITE", "NONE_PINK_GREEN_GRAY", "NONE_PINK_GREEN_GREEN", "NONE_PINK_GREEN_WHITE", "NONE_PINK_WHITE_RED", "NONE_PINK_WHITE_WHITE", "NONE_PURPLE_CHOCOLATE_CHOCOLATE", "NONE_PURPLE_CHOCOLATE_PINK", "NONE_PURPLE_CHOCOLATE_PURPLE", "NONE_PURPLE_CHOCOLATE_WHITE", "NONE_RED_BLACK_BROWN", "NONE_RED_BLACK_PINK", "NONE_RED_BLACK_PURPLE", "NONE_RED_BLACK_WHITE", "NONE_RED_BROWN_BROWN", "NONE_RED_BROWN_PINK", "NONE_RED_BROWN_PURPLE", "NONE_RED_BROWN_WHITE", "NONE_RED_WHITE_RED", "NONE_RED_WHITE_WHITE", "NONE_WHITE_BLACK_BLACK", "NONE_WHITE_BLACK_BROWN", "NONE_WHITE_BLACK_CHOCOLATE", "NONE_WHITE_BLACK_PINK", "NONE_WHITE_BROWN_BLACK", "NONE_WHITE_BROWN_BROWN", "NONE_WHITE_BROWN_CHOCOLATE", "NONE_WHITE_BROWN_PINK", "NONE_WHITE_CHOCOLATE_CHOCOLATE", "NONE_WHITE_CHOCOLATE_PINK", "NONE_WHITE_CHOCOLATE_PURPLE", "NONE_WHITE_CHOCOLATE_WHITE", "NONE_WHITE_GREEN_GRAY", "NONE_WHITE_GREEN_GREEN", "NONE_WHITE_GREEN_WHITE", "NONE_WHITE_WHITE_GRAY", "NONE_WHITE_WHITE_PINK", "NONE_WHITE_WHITE_WHITE", "NONE_YELLOW_WHITE_WHITE", "NONE_YELLOW_WHITE_YELLOW", "PUNGENT_BROWN_BLACK_BLACK", "PUNGENT_BROWN_BLACK_BROWN", "PUNGENT_BROWN_BLACK_PINK", "PUNGENT_BROWN_BLACK_WHITE", "PUNGENT_BROWN_BROWN_BLACK", "PUNGENT_BROWN_BROWN_BROWN", "PUNGENT_BROWN_BROWN_PINK", "PUNGENT_BROWN_BROWN_WHITE", "PUNGENT_WHITE_BLACK_BLACK", "PUNGENT_WHITE_BLACK_BROWN", "PUNGENT_WHITE_BLACK_PINK", "PUNGENT_WHITE_BLACK_WHITE", "PUNGENT_WHITE_BROWN_BLACK", "PUNGENT_WHITE_BROWN_BROWN", "PUNGENT_WHITE_BROWN_PINK", "PUNGENT_WHITE_BROWN_WHITE", "SPICY_BROWN_WHITE_BUFF", "SPICY_RED_WHITE_BUFF"), Frequencies(6, 6, 6, 4, 6, 6, 14, 12, 10, 12, 12, 15, 13, 3, 16, 3, 4, 2, 13, 14, 13, 8, 17, 12, 16, 10, 10, 21, 4, 3, 3, 5, 5, 7, 5, 4, 5, 10, 14, 12, 11, 12, 15, 12, 3, 16, 2, 3, 3, 15, 8, 11, 4, 17, 14, 16, 9, 7, 19, 3, 2, 2, 6, 7, 6, 7, 6, 7, 4, 6, 7, 6, 5, 6, 6, 4, 7, 6, 4, 6, 5, 6, 4, 7, 5, 5, 206, 208, 187, 25, 22, 24, 173, 144, 166, 20, 221, 21, 25, 22, 151, 147, 151, 8, 10, 4, 5, 3, 3, 30, 79, 20, 4, 69, 53, 51, 27, 79, 18, 5, 13, 85, 51, 52, 12, 10, 14, 14, 13, 13, 11, 16, 75, 8, 11, 12, 8, 5, 8, 17, 21, 23, 47, 102, 54, 5, 104, 51, 55, 53, 96, 49, 3, 97, 57, 54, 32, 32, 41, 4, 1, 2, 3, 4, 7, 5, 16, 18, 4, 4, 3, 2, 50, 44, 50, 48, 53, 55, 45, 56, 16, 14, 23, 22, 20, 25, 19, 22, 17, 27, 3, 3, 4, 4, 5, 6, 7, 33, 34, 36, 11, 2, 14, 13, 7, 13, 10, 12, 11, 12, 11, 12, 8, 9, 10, 12, 10, 10, 211, 208)) ; +Unused Structure(DataGrid) PStalkRoot = DataGrid(ValueGroups(ValueGroup("BULBOUS"), ValueGroup("?"), ValueGroup("EQUAL"), ValueGroup("CLUB"), ValueGroup("ROOTED", " * ")), ValueGroups(ValueGroup("FOUL_GRAY_CHOCOLATE_CHOCOLATE", "FOUL_GRAY_CHOCOLATE_PINK", "FOUL_YELLOW_CHOCOLATE_CHOCOLATE", "FOUL_YELLOW_CHOCOLATE_PINK", "FOUL_YELLOW_CHOCOLATE_GRAY", "FOUL_GRAY_CHOCOLATE_GRAY", "NONE_GRAY_BROWN_PURPLE", "NONE_RED_BROWN_WHITE", "NONE_GRAY_BLACK_WHITE", "NONE_RED_BROWN_PINK", "NONE_GRAY_BROWN_WHITE", "NONE_BROWN_BLACK_PURPLE", "NONE_RED_BROWN_BROWN", "NONE_BROWN_BROWN_WHITE", "NONE_BROWN_BLACK_WHITE", "NONE_BROWN_BROWN_PURPLE", "NONE_GRAY_BLACK_PURPLE", "NONE_RED_BLACK_BROWN", "NONE_RED_BLACK_PURPLE", "NONE_RED_BLACK_WHITE", "NONE_RED_BROWN_PURPLE", "NONE_RED_BLACK_PINK", "FOUL_BUFF_CHOCOLATE_CHOCOLATE", "FOUL_WHITE_CHOCOLATE_PINK", "FOUL_BUFF_CHOCOLATE_WHITE", "NONE_CINNAMON_WHITE_WHITE", "FOUL_BUFF_CHOCOLATE_PINK", "FOUL_WHITE_CHOCOLATE_WHITE", "FOUL_WHITE_CHOCOLATE_CHOCOLATE", "FOUL_GRAY_CHOCOLATE_WHITE"), ValueGroup("FOUL_RED_WHITE_BUFF", "SPICY_BROWN_WHITE_BUFF", "FISHY_RED_WHITE_BUFF", "SPICY_RED_WHITE_BUFF", "FISHY_BROWN_WHITE_BUFF", "FOUL_BROWN_WHITE_BUFF", "NONE_WHITE_WHITE_PINK", "NONE_WHITE_WHITE_GRAY", "NONE_GRAY_WHITE_GRAY", "NONE_GRAY_WHITE_PINK", "NONE_BUFF_WHITE_WHITE", "NONE_BUFF_WHITE_RED", "NONE_BROWN_WHITE_RED", "NONE_PINK_WHITE_RED", "NONE_RED_WHITE_RED", "NONE_BROWN_BUFF_ORANGE", "NONE_BROWN_BUFF_YELLOW", "NONE_RED_WHITE_WHITE", "NONE_BROWN_BROWN_ORANGE", "NONE_BROWN_ORANGE_BROWN", "NONE_BROWN_ORANGE_ORANGE", "NONE_BROWN_BROWN_YELLOW", "NONE_BROWN_YELLOW_YELLOW", "NONE_BROWN_ORANGE_YELLOW", "NONE_BROWN_YELLOW_ORANGE", "NONE_BROWN_BUFF_BROWN", "NONE_BROWN_YELLOW_BROWN", "NONE_GREEN_CHOCOLATE_CHOCOLATE", "NONE_PURPLE_CHOCOLATE_CHOCOLATE", "NONE_PURPLE_CHOCOLATE_PINK", "NONE_WHITE_CHOCOLATE_PURPLE", "NONE_WHITE_CHOCOLATE_WHITE", "NONE_GREEN_CHOCOLATE_WHITE", "NONE_PURPLE_CHOCOLATE_PURPLE", "NONE_WHITE_CHOCOLATE_CHOCOLATE", "NONE_WHITE_CHOCOLATE_PINK", "NONE_GREEN_CHOCOLATE_PURPLE", "NONE_PURPLE_CHOCOLATE_WHITE", "NONE_GREEN_CHOCOLATE_PINK", " * "), ValueGroup("NONE_GRAY_BLACK_PINK", "NONE_GRAY_BLACK_BROWN", "NONE_GRAY_BROWN_PINK", "NONE_GRAY_BROWN_BROWN", "NONE_BROWN_BROWN_PINK", "NONE_BROWN_BLACK_BROWN", "NONE_BROWN_BROWN_BROWN", "NONE_BROWN_BLACK_PINK"), ValueGroup("NONE_GRAY_BLACK_CHOCOLATE", "NONE_GRAY_BROWN_BLACK", "NONE_GRAY_BROWN_CHOCOLATE", "NONE_GRAY_BLACK_BLACK", "NONE_BROWN_BLACK_BLACK", "NONE_BROWN_BROWN_BLACK", "NONE_WHITE_BROWN_PINK", "NONE_WHITE_BLACK_PINK", "NONE_WHITE_BLACK_BLACK", "NONE_WHITE_BLACK_BROWN", "NONE_WHITE_BROWN_BROWN", "NONE_BROWN_BLACK_CHOCOLATE", "NONE_WHITE_BLACK_CHOCOLATE", "NONE_WHITE_BROWN_BLACK", "NONE_BROWN_BROWN_CHOCOLATE", "NONE_WHITE_BROWN_CHOCOLATE", "PUNGENT_BROWN_BLACK_BLACK", "PUNGENT_BROWN_BLACK_BROWN", "PUNGENT_BROWN_BLACK_WHITE", "PUNGENT_BROWN_BROWN_BROWN", "PUNGENT_BROWN_BROWN_WHITE", "PUNGENT_WHITE_BLACK_BROWN", "PUNGENT_WHITE_BROWN_BROWN", "PUNGENT_BROWN_BROWN_PINK", "PUNGENT_WHITE_BLACK_BLACK", "PUNGENT_BROWN_BROWN_BLACK", "PUNGENT_WHITE_BROWN_BLACK", "PUNGENT_WHITE_BROWN_PINK", "PUNGENT_WHITE_BROWN_WHITE", "PUNGENT_WHITE_BLACK_WHITE", "PUNGENT_WHITE_BLACK_PINK", "PUNGENT_BROWN_BLACK_PINK", "NONE_BROWN_BROWN_GRAY", "NONE_GRAY_BLACK_GRAY", "NONE_BROWN_BLACK_GRAY", "NONE_GRAY_BROWN_GRAY"), ValueGroup("ANISE_YELLOW_BLACK_BLACK", "ALMOND_WHITE_BLACK_BLACK", "ANISE_WHITE_BLACK_BROWN", "ANISE_YELLOW_BROWN_BLACK", "ALMOND_WHITE_BROWN_GRAY", "ALMOND_YELLOW_BLACK_BLACK", "ALMOND_YELLOW_BLACK_GRAY", "ALMOND_WHITE_BLACK_BROWN", "ALMOND_WHITE_BLACK_WHITE", "ALMOND_WHITE_BROWN_BLACK", "ALMOND_YELLOW_BROWN_BLACK", "ANISE_WHITE_BLACK_GRAY", "ANISE_WHITE_BROWN_BLACK", "ANISE_WHITE_BROWN_GRAY", "ANISE_WHITE_BLACK_WHITE", "ANISE_YELLOW_BLACK_GRAY", "ALMOND_WHITE_BLACK_GRAY", "ALMOND_YELLOW_BROWN_GRAY", "ANISE_WHITE_BLACK_BLACK", "MUSTY_BROWN_WHITE_YELLOW", "ANISE_YELLOW_BROWN_GRAY", "MUSTY_BROWN_WHITE_WHITE", "MUSTY_CINNAMON_WHITE_YELLOW", "MUSTY_CINNAMON_WHITE_WHITE", "MUSTY_RED_WHITE_WHITE", "MUSTY_RED_WHITE_YELLOW", "NONE_YELLOW_WHITE_YELLOW"), ValueGroup("NONE_BUFF_GREEN_GRAY", "NONE_BUFF_GREEN_WHITE", "CREOSOTE_GRAY_BLACK_GRAY", "CREOSOTE_GRAY_BLACK_PURPLE", "CREOSOTE_GRAY_BROWN_GRAY", "CREOSOTE_PINK_BLACK_BROWN", "CREOSOTE_PINK_BROWN_PINK", "CREOSOTE_WHITE_BROWN_GRAY", "NONE_PINK_GREEN_GREEN", "NONE_WHITE_GREEN_WHITE", "CREOSOTE_GRAY_BLACK_BROWN", "CREOSOTE_GRAY_BLACK_PINK", "CREOSOTE_GRAY_BROWN_BROWN", "CREOSOTE_GRAY_BROWN_PURPLE", "CREOSOTE_PINK_BLACK_GRAY", "CREOSOTE_PINK_BLACK_PURPLE", "CREOSOTE_PINK_BROWN_BROWN", "CREOSOTE_PINK_BROWN_PURPLE", "CREOSOTE_WHITE_BLACK_GRAY", "CREOSOTE_WHITE_BLACK_PURPLE", "NONE_WHITE_GREEN_GREEN", "CREOSOTE_PINK_BLACK_PINK", "CREOSOTE_WHITE_BLACK_PINK", "CREOSOTE_WHITE_BROWN_PINK", "CREOSOTE_WHITE_BROWN_PURPLE", "NONE_BUFF_GREEN_GREEN", "NONE_PINK_GREEN_WHITE", "NONE_WHITE_GREEN_GRAY", "ALMOND_WHITE_PURPLE_PINK", "ALMOND_YELLOW_PURPLE_BROWN", "CREOSOTE_GRAY_BROWN_PINK", "CREOSOTE_PINK_BROWN_GRAY", "CREOSOTE_WHITE_BLACK_BROWN", "CREOSOTE_WHITE_BROWN_BROWN", "NONE_PINK_GREEN_GRAY", "ALMOND_WHITE_BROWN_PINK", "ALMOND_WHITE_PURPLE_BROWN", "ALMOND_YELLOW_PURPLE_PINK", "ALMOND_YELLOW_PURPLE_WHITE", "ANISE_WHITE_BROWN_PINK", "ANISE_WHITE_PURPLE_PINK", "ANISE_WHITE_PURPLE_WHITE", "ANISE_YELLOW_PURPLE_BROWN", "ALMOND_WHITE_PURPLE_WHITE", "ANISE_WHITE_PURPLE_BROWN", "ANISE_YELLOW_PURPLE_PINK", "ANISE_YELLOW_PURPLE_WHITE"), ValueGroup("ALMOND_YELLOW_BROWN_WHITE", "ANISE_YELLOW_BROWN_WHITE", "ALMOND_YELLOW_BLACK_WHITE", "ANISE_YELLOW_BLACK_WHITE", "ALMOND_WHITE_BROWN_WHITE", "ALMOND_YELLOW_BROWN_BROWN", "ANISE_WHITE_BROWN_WHITE", "ANISE_YELLOW_BROWN_BROWN", "ALMOND_WHITE_BROWN_BROWN", "ANISE_WHITE_BROWN_BROWN", "ALMOND_YELLOW_BLACK_BROWN", "ANISE_YELLOW_BLACK_BROWN"), ValueGroup("NONE_BROWN_WHITE_WHITE", "NONE_GRAY_WHITE_WHITE", "NONE_WHITE_WHITE_WHITE", "NONE_PINK_WHITE_WHITE", "NONE_YELLOW_WHITE_WHITE"), ValueGroup("ALMOND_YELLOW_BROWN_PINK", "ALMOND_YELLOW_BLACK_PINK", "ANISE_BROWN_BLACK_WHITE", "ANISE_YELLOW_BROWN_PINK", "ALMOND_BROWN_BLACK_BROWN", "ALMOND_BROWN_BLACK_PINK", "ALMOND_BROWN_BLACK_WHITE", "ALMOND_BROWN_BROWN_PINK", "ALMOND_BROWN_BROWN_WHITE", "ANISE_BROWN_BLACK_BROWN", "ANISE_BROWN_BLACK_PINK", "ANISE_BROWN_BROWN_BROWN", "ANISE_BROWN_BROWN_WHITE", "ALMOND_BROWN_BROWN_BROWN", "ANISE_BROWN_BROWN_PINK", "ANISE_YELLOW_BLACK_PINK")), Frequencies(1939, 0, 0, 0, 0, 0, 1640, 0, 0, 0, 385, 11, 315, 0, 0, 0, 0, 664, 0, 0, 0, 0, 0, 276, 0, 233, 0, 0, 0, 0, 23, 0, 0, 129, 38, 64, 114, 0, 3, 0, 5, 0, 0, 0, 89)) ; // DataGrid(StalkRoot, MultiClass) +Unused Structure(Classifier) BU1MultiClass = NBClassifier(DataGridStats(PStalkRoot, StalkRoot), VMultiClass) ; + Categorical PredictedMultiClass = TargetValue(BU1MultiClass) ; +Unused Numerical ScoreMultiClass = TargetProb(BU1MultiClass) ; + Numerical ProbMultiClassALMOND_BROWN_BLACK_BROWN = TargetProbAt(BU1MultiClass, "ALMOND_BROWN_BLACK_BROWN") ; + Numerical ProbMultiClassALMOND_BROWN_BLACK_PINK = TargetProbAt(BU1MultiClass, "ALMOND_BROWN_BLACK_PINK") ; + Numerical ProbMultiClassALMOND_BROWN_BLACK_WHITE = TargetProbAt(BU1MultiClass, "ALMOND_BROWN_BLACK_WHITE") ; + Numerical ProbMultiClassALMOND_BROWN_BROWN_BROWN = TargetProbAt(BU1MultiClass, "ALMOND_BROWN_BROWN_BROWN") ; + Numerical ProbMultiClassALMOND_BROWN_BROWN_PINK = TargetProbAt(BU1MultiClass, "ALMOND_BROWN_BROWN_PINK") ; + Numerical ProbMultiClassALMOND_BROWN_BROWN_WHITE = TargetProbAt(BU1MultiClass, "ALMOND_BROWN_BROWN_WHITE") ; + Numerical ProbMultiClassALMOND_WHITE_BLACK_BLACK = TargetProbAt(BU1MultiClass, "ALMOND_WHITE_BLACK_BLACK") ; + Numerical ProbMultiClassALMOND_WHITE_BLACK_BROWN = TargetProbAt(BU1MultiClass, "ALMOND_WHITE_BLACK_BROWN") ; + Numerical ProbMultiClassALMOND_WHITE_BLACK_GRAY = TargetProbAt(BU1MultiClass, "ALMOND_WHITE_BLACK_GRAY") ; + Numerical ProbMultiClassALMOND_WHITE_BLACK_WHITE = TargetProbAt(BU1MultiClass, "ALMOND_WHITE_BLACK_WHITE") ; + Numerical ProbMultiClassALMOND_WHITE_BROWN_BLACK = TargetProbAt(BU1MultiClass, "ALMOND_WHITE_BROWN_BLACK") ; + Numerical ProbMultiClassALMOND_WHITE_BROWN_BROWN = TargetProbAt(BU1MultiClass, "ALMOND_WHITE_BROWN_BROWN") ; + Numerical ProbMultiClassALMOND_WHITE_BROWN_GRAY = TargetProbAt(BU1MultiClass, "ALMOND_WHITE_BROWN_GRAY") ; + Numerical ProbMultiClassALMOND_WHITE_BROWN_PINK = TargetProbAt(BU1MultiClass, "ALMOND_WHITE_BROWN_PINK") ; + Numerical ProbMultiClassALMOND_WHITE_BROWN_WHITE = TargetProbAt(BU1MultiClass, "ALMOND_WHITE_BROWN_WHITE") ; + Numerical ProbMultiClassALMOND_WHITE_PURPLE_BROWN = TargetProbAt(BU1MultiClass, "ALMOND_WHITE_PURPLE_BROWN") ; + Numerical ProbMultiClassALMOND_WHITE_PURPLE_PINK = TargetProbAt(BU1MultiClass, "ALMOND_WHITE_PURPLE_PINK") ; + Numerical ProbMultiClassALMOND_WHITE_PURPLE_WHITE = TargetProbAt(BU1MultiClass, "ALMOND_WHITE_PURPLE_WHITE") ; + Numerical ProbMultiClassALMOND_YELLOW_BLACK_BLACK = TargetProbAt(BU1MultiClass, "ALMOND_YELLOW_BLACK_BLACK") ; + Numerical ProbMultiClassALMOND_YELLOW_BLACK_BROWN = TargetProbAt(BU1MultiClass, "ALMOND_YELLOW_BLACK_BROWN") ; + Numerical ProbMultiClassALMOND_YELLOW_BLACK_GRAY = TargetProbAt(BU1MultiClass, "ALMOND_YELLOW_BLACK_GRAY") ; + Numerical ProbMultiClassALMOND_YELLOW_BLACK_PINK = TargetProbAt(BU1MultiClass, "ALMOND_YELLOW_BLACK_PINK") ; + Numerical ProbMultiClassALMOND_YELLOW_BLACK_WHITE = TargetProbAt(BU1MultiClass, "ALMOND_YELLOW_BLACK_WHITE") ; + Numerical ProbMultiClassALMOND_YELLOW_BROWN_BLACK = TargetProbAt(BU1MultiClass, "ALMOND_YELLOW_BROWN_BLACK") ; + Numerical ProbMultiClassALMOND_YELLOW_BROWN_BROWN = TargetProbAt(BU1MultiClass, "ALMOND_YELLOW_BROWN_BROWN") ; + Numerical ProbMultiClassALMOND_YELLOW_BROWN_GRAY = TargetProbAt(BU1MultiClass, "ALMOND_YELLOW_BROWN_GRAY") ; + Numerical ProbMultiClassALMOND_YELLOW_BROWN_PINK = TargetProbAt(BU1MultiClass, "ALMOND_YELLOW_BROWN_PINK") ; + Numerical ProbMultiClassALMOND_YELLOW_BROWN_WHITE = TargetProbAt(BU1MultiClass, "ALMOND_YELLOW_BROWN_WHITE") ; + Numerical ProbMultiClassALMOND_YELLOW_PURPLE_BROWN = TargetProbAt(BU1MultiClass, "ALMOND_YELLOW_PURPLE_BROWN") ; + Numerical ProbMultiClassALMOND_YELLOW_PURPLE_PINK = TargetProbAt(BU1MultiClass, "ALMOND_YELLOW_PURPLE_PINK") ; + Numerical ProbMultiClassALMOND_YELLOW_PURPLE_WHITE = TargetProbAt(BU1MultiClass, "ALMOND_YELLOW_PURPLE_WHITE") ; + Numerical ProbMultiClassANISE_BROWN_BLACK_BROWN = TargetProbAt(BU1MultiClass, "ANISE_BROWN_BLACK_BROWN") ; + Numerical ProbMultiClassANISE_BROWN_BLACK_PINK = TargetProbAt(BU1MultiClass, "ANISE_BROWN_BLACK_PINK") ; + Numerical ProbMultiClassANISE_BROWN_BLACK_WHITE = TargetProbAt(BU1MultiClass, "ANISE_BROWN_BLACK_WHITE") ; + Numerical ProbMultiClassANISE_BROWN_BROWN_BROWN = TargetProbAt(BU1MultiClass, "ANISE_BROWN_BROWN_BROWN") ; + Numerical ProbMultiClassANISE_BROWN_BROWN_PINK = TargetProbAt(BU1MultiClass, "ANISE_BROWN_BROWN_PINK") ; + Numerical ProbMultiClassANISE_BROWN_BROWN_WHITE = TargetProbAt(BU1MultiClass, "ANISE_BROWN_BROWN_WHITE") ; + Numerical ProbMultiClassANISE_WHITE_BLACK_BLACK = TargetProbAt(BU1MultiClass, "ANISE_WHITE_BLACK_BLACK") ; + Numerical ProbMultiClassANISE_WHITE_BLACK_BROWN = TargetProbAt(BU1MultiClass, "ANISE_WHITE_BLACK_BROWN") ; + Numerical ProbMultiClassANISE_WHITE_BLACK_GRAY = TargetProbAt(BU1MultiClass, "ANISE_WHITE_BLACK_GRAY") ; + Numerical ProbMultiClassANISE_WHITE_BLACK_WHITE = TargetProbAt(BU1MultiClass, "ANISE_WHITE_BLACK_WHITE") ; + Numerical ProbMultiClassANISE_WHITE_BROWN_BLACK = TargetProbAt(BU1MultiClass, "ANISE_WHITE_BROWN_BLACK") ; + Numerical ProbMultiClassANISE_WHITE_BROWN_BROWN = TargetProbAt(BU1MultiClass, "ANISE_WHITE_BROWN_BROWN") ; + Numerical ProbMultiClassANISE_WHITE_BROWN_GRAY = TargetProbAt(BU1MultiClass, "ANISE_WHITE_BROWN_GRAY") ; + Numerical ProbMultiClassANISE_WHITE_BROWN_PINK = TargetProbAt(BU1MultiClass, "ANISE_WHITE_BROWN_PINK") ; + Numerical ProbMultiClassANISE_WHITE_BROWN_WHITE = TargetProbAt(BU1MultiClass, "ANISE_WHITE_BROWN_WHITE") ; + Numerical ProbMultiClassANISE_WHITE_PURPLE_BROWN = TargetProbAt(BU1MultiClass, "ANISE_WHITE_PURPLE_BROWN") ; + Numerical ProbMultiClassANISE_WHITE_PURPLE_PINK = TargetProbAt(BU1MultiClass, "ANISE_WHITE_PURPLE_PINK") ; + Numerical ProbMultiClassANISE_WHITE_PURPLE_WHITE = TargetProbAt(BU1MultiClass, "ANISE_WHITE_PURPLE_WHITE") ; + Numerical ProbMultiClassANISE_YELLOW_BLACK_BLACK = TargetProbAt(BU1MultiClass, "ANISE_YELLOW_BLACK_BLACK") ; + Numerical ProbMultiClassANISE_YELLOW_BLACK_BROWN = TargetProbAt(BU1MultiClass, "ANISE_YELLOW_BLACK_BROWN") ; + Numerical ProbMultiClassANISE_YELLOW_BLACK_GRAY = TargetProbAt(BU1MultiClass, "ANISE_YELLOW_BLACK_GRAY") ; + Numerical ProbMultiClassANISE_YELLOW_BLACK_PINK = TargetProbAt(BU1MultiClass, "ANISE_YELLOW_BLACK_PINK") ; + Numerical ProbMultiClassANISE_YELLOW_BLACK_WHITE = TargetProbAt(BU1MultiClass, "ANISE_YELLOW_BLACK_WHITE") ; + Numerical ProbMultiClassANISE_YELLOW_BROWN_BLACK = TargetProbAt(BU1MultiClass, "ANISE_YELLOW_BROWN_BLACK") ; + Numerical ProbMultiClassANISE_YELLOW_BROWN_BROWN = TargetProbAt(BU1MultiClass, "ANISE_YELLOW_BROWN_BROWN") ; + Numerical ProbMultiClassANISE_YELLOW_BROWN_GRAY = TargetProbAt(BU1MultiClass, "ANISE_YELLOW_BROWN_GRAY") ; + Numerical ProbMultiClassANISE_YELLOW_BROWN_PINK = TargetProbAt(BU1MultiClass, "ANISE_YELLOW_BROWN_PINK") ; + Numerical ProbMultiClassANISE_YELLOW_BROWN_WHITE = TargetProbAt(BU1MultiClass, "ANISE_YELLOW_BROWN_WHITE") ; + Numerical ProbMultiClassANISE_YELLOW_PURPLE_BROWN = TargetProbAt(BU1MultiClass, "ANISE_YELLOW_PURPLE_BROWN") ; + Numerical ProbMultiClassANISE_YELLOW_PURPLE_PINK = TargetProbAt(BU1MultiClass, "ANISE_YELLOW_PURPLE_PINK") ; + Numerical ProbMultiClassANISE_YELLOW_PURPLE_WHITE = TargetProbAt(BU1MultiClass, "ANISE_YELLOW_PURPLE_WHITE") ; + Numerical ProbMultiClassCREOSOTE_GRAY_BLACK_BROWN = TargetProbAt(BU1MultiClass, "CREOSOTE_GRAY_BLACK_BROWN") ; + Numerical ProbMultiClassCREOSOTE_GRAY_BLACK_GRAY = TargetProbAt(BU1MultiClass, "CREOSOTE_GRAY_BLACK_GRAY") ; + Numerical ProbMultiClassCREOSOTE_GRAY_BLACK_PINK = TargetProbAt(BU1MultiClass, "CREOSOTE_GRAY_BLACK_PINK") ; + Numerical ProbMultiClassCREOSOTE_GRAY_BLACK_PURPLE = TargetProbAt(BU1MultiClass, "CREOSOTE_GRAY_BLACK_PURPLE") ; + Numerical ProbMultiClassCREOSOTE_GRAY_BROWN_BROWN = TargetProbAt(BU1MultiClass, "CREOSOTE_GRAY_BROWN_BROWN") ; + Numerical ProbMultiClassCREOSOTE_GRAY_BROWN_GRAY = TargetProbAt(BU1MultiClass, "CREOSOTE_GRAY_BROWN_GRAY") ; + Numerical ProbMultiClassCREOSOTE_GRAY_BROWN_PINK = TargetProbAt(BU1MultiClass, "CREOSOTE_GRAY_BROWN_PINK") ; + Numerical ProbMultiClassCREOSOTE_GRAY_BROWN_PURPLE = TargetProbAt(BU1MultiClass, "CREOSOTE_GRAY_BROWN_PURPLE") ; + Numerical ProbMultiClassCREOSOTE_PINK_BLACK_BROWN = TargetProbAt(BU1MultiClass, "CREOSOTE_PINK_BLACK_BROWN") ; + Numerical ProbMultiClassCREOSOTE_PINK_BLACK_GRAY = TargetProbAt(BU1MultiClass, "CREOSOTE_PINK_BLACK_GRAY") ; + Numerical ProbMultiClassCREOSOTE_PINK_BLACK_PINK = TargetProbAt(BU1MultiClass, "CREOSOTE_PINK_BLACK_PINK") ; + Numerical ProbMultiClassCREOSOTE_PINK_BLACK_PURPLE = TargetProbAt(BU1MultiClass, "CREOSOTE_PINK_BLACK_PURPLE") ; + Numerical ProbMultiClassCREOSOTE_PINK_BROWN_BROWN = TargetProbAt(BU1MultiClass, "CREOSOTE_PINK_BROWN_BROWN") ; + Numerical ProbMultiClassCREOSOTE_PINK_BROWN_GRAY = TargetProbAt(BU1MultiClass, "CREOSOTE_PINK_BROWN_GRAY") ; + Numerical ProbMultiClassCREOSOTE_PINK_BROWN_PINK = TargetProbAt(BU1MultiClass, "CREOSOTE_PINK_BROWN_PINK") ; + Numerical ProbMultiClassCREOSOTE_PINK_BROWN_PURPLE = TargetProbAt(BU1MultiClass, "CREOSOTE_PINK_BROWN_PURPLE") ; + Numerical ProbMultiClassCREOSOTE_WHITE_BLACK_BROWN = TargetProbAt(BU1MultiClass, "CREOSOTE_WHITE_BLACK_BROWN") ; + Numerical ProbMultiClassCREOSOTE_WHITE_BLACK_GRAY = TargetProbAt(BU1MultiClass, "CREOSOTE_WHITE_BLACK_GRAY") ; + Numerical ProbMultiClassCREOSOTE_WHITE_BLACK_PINK = TargetProbAt(BU1MultiClass, "CREOSOTE_WHITE_BLACK_PINK") ; + Numerical ProbMultiClassCREOSOTE_WHITE_BLACK_PURPLE = TargetProbAt(BU1MultiClass, "CREOSOTE_WHITE_BLACK_PURPLE") ; + Numerical ProbMultiClassCREOSOTE_WHITE_BROWN_BROWN = TargetProbAt(BU1MultiClass, "CREOSOTE_WHITE_BROWN_BROWN") ; + Numerical ProbMultiClassCREOSOTE_WHITE_BROWN_GRAY = TargetProbAt(BU1MultiClass, "CREOSOTE_WHITE_BROWN_GRAY") ; + Numerical ProbMultiClassCREOSOTE_WHITE_BROWN_PINK = TargetProbAt(BU1MultiClass, "CREOSOTE_WHITE_BROWN_PINK") ; + Numerical ProbMultiClassCREOSOTE_WHITE_BROWN_PURPLE = TargetProbAt(BU1MultiClass, "CREOSOTE_WHITE_BROWN_PURPLE") ; + Numerical ProbMultiClassFISHY_BROWN_WHITE_BUFF = TargetProbAt(BU1MultiClass, "FISHY_BROWN_WHITE_BUFF") ; + Numerical ProbMultiClassFISHY_RED_WHITE_BUFF = TargetProbAt(BU1MultiClass, "FISHY_RED_WHITE_BUFF") ; + Numerical ProbMultiClassFOUL_BROWN_WHITE_BUFF = TargetProbAt(BU1MultiClass, "FOUL_BROWN_WHITE_BUFF") ; + Numerical ProbMultiClassFOUL_BUFF_CHOCOLATE_CHOCOLATE = TargetProbAt(BU1MultiClass, "FOUL_BUFF_CHOCOLATE_CHOCOLATE") ; + Numerical ProbMultiClassFOUL_BUFF_CHOCOLATE_PINK = TargetProbAt(BU1MultiClass, "FOUL_BUFF_CHOCOLATE_PINK") ; + Numerical ProbMultiClassFOUL_BUFF_CHOCOLATE_WHITE = TargetProbAt(BU1MultiClass, "FOUL_BUFF_CHOCOLATE_WHITE") ; + Numerical ProbMultiClassFOUL_GRAY_CHOCOLATE_CHOCOLATE = TargetProbAt(BU1MultiClass, "FOUL_GRAY_CHOCOLATE_CHOCOLATE") ; + Numerical ProbMultiClassFOUL_GRAY_CHOCOLATE_GRAY = TargetProbAt(BU1MultiClass, "FOUL_GRAY_CHOCOLATE_GRAY") ; + Numerical ProbMultiClassFOUL_GRAY_CHOCOLATE_PINK = TargetProbAt(BU1MultiClass, "FOUL_GRAY_CHOCOLATE_PINK") ; + Numerical ProbMultiClassFOUL_GRAY_CHOCOLATE_WHITE = TargetProbAt(BU1MultiClass, "FOUL_GRAY_CHOCOLATE_WHITE") ; + Numerical ProbMultiClassFOUL_RED_WHITE_BUFF = TargetProbAt(BU1MultiClass, "FOUL_RED_WHITE_BUFF") ; + Numerical ProbMultiClassFOUL_WHITE_CHOCOLATE_CHOCOLATE = TargetProbAt(BU1MultiClass, "FOUL_WHITE_CHOCOLATE_CHOCOLATE") ; + Numerical ProbMultiClassFOUL_WHITE_CHOCOLATE_PINK = TargetProbAt(BU1MultiClass, "FOUL_WHITE_CHOCOLATE_PINK") ; + Numerical ProbMultiClassFOUL_WHITE_CHOCOLATE_WHITE = TargetProbAt(BU1MultiClass, "FOUL_WHITE_CHOCOLATE_WHITE") ; + Numerical ProbMultiClassFOUL_YELLOW_CHOCOLATE_CHOCOLATE = TargetProbAt(BU1MultiClass, "FOUL_YELLOW_CHOCOLATE_CHOCOLATE") ; + Numerical ProbMultiClassFOUL_YELLOW_CHOCOLATE_GRAY = TargetProbAt(BU1MultiClass, "FOUL_YELLOW_CHOCOLATE_GRAY") ; + Numerical ProbMultiClassFOUL_YELLOW_CHOCOLATE_PINK = TargetProbAt(BU1MultiClass, "FOUL_YELLOW_CHOCOLATE_PINK") ; + Numerical ProbMultiClassMUSTY_BROWN_WHITE_WHITE = TargetProbAt(BU1MultiClass, "MUSTY_BROWN_WHITE_WHITE") ; + Numerical ProbMultiClassMUSTY_BROWN_WHITE_YELLOW = TargetProbAt(BU1MultiClass, "MUSTY_BROWN_WHITE_YELLOW") ; + Numerical ProbMultiClassMUSTY_CINNAMON_WHITE_WHITE = TargetProbAt(BU1MultiClass, "MUSTY_CINNAMON_WHITE_WHITE") ; + Numerical ProbMultiClassMUSTY_CINNAMON_WHITE_YELLOW = TargetProbAt(BU1MultiClass, "MUSTY_CINNAMON_WHITE_YELLOW") ; + Numerical ProbMultiClassMUSTY_RED_WHITE_WHITE = TargetProbAt(BU1MultiClass, "MUSTY_RED_WHITE_WHITE") ; + Numerical ProbMultiClassMUSTY_RED_WHITE_YELLOW = TargetProbAt(BU1MultiClass, "MUSTY_RED_WHITE_YELLOW") ; + Numerical ProbMultiClassNONE_BROWN_BLACK_BLACK = TargetProbAt(BU1MultiClass, "NONE_BROWN_BLACK_BLACK") ; + Numerical ProbMultiClassNONE_BROWN_BLACK_BROWN = TargetProbAt(BU1MultiClass, "NONE_BROWN_BLACK_BROWN") ; + Numerical ProbMultiClassNONE_BROWN_BLACK_CHOCOLATE = TargetProbAt(BU1MultiClass, "NONE_BROWN_BLACK_CHOCOLATE") ; + Numerical ProbMultiClassNONE_BROWN_BLACK_GRAY = TargetProbAt(BU1MultiClass, "NONE_BROWN_BLACK_GRAY") ; + Numerical ProbMultiClassNONE_BROWN_BLACK_PINK = TargetProbAt(BU1MultiClass, "NONE_BROWN_BLACK_PINK") ; + Numerical ProbMultiClassNONE_BROWN_BLACK_PURPLE = TargetProbAt(BU1MultiClass, "NONE_BROWN_BLACK_PURPLE") ; + Numerical ProbMultiClassNONE_BROWN_BLACK_WHITE = TargetProbAt(BU1MultiClass, "NONE_BROWN_BLACK_WHITE") ; + Numerical ProbMultiClassNONE_BROWN_BROWN_BLACK = TargetProbAt(BU1MultiClass, "NONE_BROWN_BROWN_BLACK") ; + Numerical ProbMultiClassNONE_BROWN_BROWN_BROWN = TargetProbAt(BU1MultiClass, "NONE_BROWN_BROWN_BROWN") ; + Numerical ProbMultiClassNONE_BROWN_BROWN_CHOCOLATE = TargetProbAt(BU1MultiClass, "NONE_BROWN_BROWN_CHOCOLATE") ; + Numerical ProbMultiClassNONE_BROWN_BROWN_GRAY = TargetProbAt(BU1MultiClass, "NONE_BROWN_BROWN_GRAY") ; + Numerical ProbMultiClassNONE_BROWN_BROWN_ORANGE = TargetProbAt(BU1MultiClass, "NONE_BROWN_BROWN_ORANGE") ; + Numerical ProbMultiClassNONE_BROWN_BROWN_PINK = TargetProbAt(BU1MultiClass, "NONE_BROWN_BROWN_PINK") ; + Numerical ProbMultiClassNONE_BROWN_BROWN_PURPLE = TargetProbAt(BU1MultiClass, "NONE_BROWN_BROWN_PURPLE") ; + Numerical ProbMultiClassNONE_BROWN_BROWN_WHITE = TargetProbAt(BU1MultiClass, "NONE_BROWN_BROWN_WHITE") ; + Numerical ProbMultiClassNONE_BROWN_BROWN_YELLOW = TargetProbAt(BU1MultiClass, "NONE_BROWN_BROWN_YELLOW") ; + Numerical ProbMultiClassNONE_BROWN_BUFF_BROWN = TargetProbAt(BU1MultiClass, "NONE_BROWN_BUFF_BROWN") ; + Numerical ProbMultiClassNONE_BROWN_BUFF_ORANGE = TargetProbAt(BU1MultiClass, "NONE_BROWN_BUFF_ORANGE") ; + Numerical ProbMultiClassNONE_BROWN_BUFF_YELLOW = TargetProbAt(BU1MultiClass, "NONE_BROWN_BUFF_YELLOW") ; + Numerical ProbMultiClassNONE_BROWN_ORANGE_BROWN = TargetProbAt(BU1MultiClass, "NONE_BROWN_ORANGE_BROWN") ; + Numerical ProbMultiClassNONE_BROWN_ORANGE_ORANGE = TargetProbAt(BU1MultiClass, "NONE_BROWN_ORANGE_ORANGE") ; + Numerical ProbMultiClassNONE_BROWN_ORANGE_YELLOW = TargetProbAt(BU1MultiClass, "NONE_BROWN_ORANGE_YELLOW") ; + Numerical ProbMultiClassNONE_BROWN_WHITE_RED = TargetProbAt(BU1MultiClass, "NONE_BROWN_WHITE_RED") ; + Numerical ProbMultiClassNONE_BROWN_WHITE_WHITE = TargetProbAt(BU1MultiClass, "NONE_BROWN_WHITE_WHITE") ; + Numerical ProbMultiClassNONE_BROWN_YELLOW_BROWN = TargetProbAt(BU1MultiClass, "NONE_BROWN_YELLOW_BROWN") ; + Numerical ProbMultiClassNONE_BROWN_YELLOW_ORANGE = TargetProbAt(BU1MultiClass, "NONE_BROWN_YELLOW_ORANGE") ; + Numerical ProbMultiClassNONE_BROWN_YELLOW_YELLOW = TargetProbAt(BU1MultiClass, "NONE_BROWN_YELLOW_YELLOW") ; + Numerical ProbMultiClassNONE_BUFF_GREEN_GRAY = TargetProbAt(BU1MultiClass, "NONE_BUFF_GREEN_GRAY") ; + Numerical ProbMultiClassNONE_BUFF_GREEN_GREEN = TargetProbAt(BU1MultiClass, "NONE_BUFF_GREEN_GREEN") ; + Numerical ProbMultiClassNONE_BUFF_GREEN_WHITE = TargetProbAt(BU1MultiClass, "NONE_BUFF_GREEN_WHITE") ; + Numerical ProbMultiClassNONE_BUFF_WHITE_RED = TargetProbAt(BU1MultiClass, "NONE_BUFF_WHITE_RED") ; + Numerical ProbMultiClassNONE_BUFF_WHITE_WHITE = TargetProbAt(BU1MultiClass, "NONE_BUFF_WHITE_WHITE") ; + Numerical ProbMultiClassNONE_CINNAMON_WHITE_WHITE = TargetProbAt(BU1MultiClass, "NONE_CINNAMON_WHITE_WHITE") ; + Numerical ProbMultiClassNONE_GRAY_BLACK_BLACK = TargetProbAt(BU1MultiClass, "NONE_GRAY_BLACK_BLACK") ; + Numerical ProbMultiClassNONE_GRAY_BLACK_BROWN = TargetProbAt(BU1MultiClass, "NONE_GRAY_BLACK_BROWN") ; + Numerical ProbMultiClassNONE_GRAY_BLACK_CHOCOLATE = TargetProbAt(BU1MultiClass, "NONE_GRAY_BLACK_CHOCOLATE") ; + Numerical ProbMultiClassNONE_GRAY_BLACK_GRAY = TargetProbAt(BU1MultiClass, "NONE_GRAY_BLACK_GRAY") ; + Numerical ProbMultiClassNONE_GRAY_BLACK_PINK = TargetProbAt(BU1MultiClass, "NONE_GRAY_BLACK_PINK") ; + Numerical ProbMultiClassNONE_GRAY_BLACK_PURPLE = TargetProbAt(BU1MultiClass, "NONE_GRAY_BLACK_PURPLE") ; + Numerical ProbMultiClassNONE_GRAY_BLACK_WHITE = TargetProbAt(BU1MultiClass, "NONE_GRAY_BLACK_WHITE") ; + Numerical ProbMultiClassNONE_GRAY_BROWN_BLACK = TargetProbAt(BU1MultiClass, "NONE_GRAY_BROWN_BLACK") ; + Numerical ProbMultiClassNONE_GRAY_BROWN_BROWN = TargetProbAt(BU1MultiClass, "NONE_GRAY_BROWN_BROWN") ; + Numerical ProbMultiClassNONE_GRAY_BROWN_CHOCOLATE = TargetProbAt(BU1MultiClass, "NONE_GRAY_BROWN_CHOCOLATE") ; + Numerical ProbMultiClassNONE_GRAY_BROWN_GRAY = TargetProbAt(BU1MultiClass, "NONE_GRAY_BROWN_GRAY") ; + Numerical ProbMultiClassNONE_GRAY_BROWN_PINK = TargetProbAt(BU1MultiClass, "NONE_GRAY_BROWN_PINK") ; + Numerical ProbMultiClassNONE_GRAY_BROWN_PURPLE = TargetProbAt(BU1MultiClass, "NONE_GRAY_BROWN_PURPLE") ; + Numerical ProbMultiClassNONE_GRAY_BROWN_WHITE = TargetProbAt(BU1MultiClass, "NONE_GRAY_BROWN_WHITE") ; + Numerical ProbMultiClassNONE_GRAY_WHITE_GRAY = TargetProbAt(BU1MultiClass, "NONE_GRAY_WHITE_GRAY") ; + Numerical ProbMultiClassNONE_GRAY_WHITE_PINK = TargetProbAt(BU1MultiClass, "NONE_GRAY_WHITE_PINK") ; + Numerical ProbMultiClassNONE_GRAY_WHITE_WHITE = TargetProbAt(BU1MultiClass, "NONE_GRAY_WHITE_WHITE") ; + Numerical ProbMultiClassNONE_GREEN_CHOCOLATE_CHOCOLATE = TargetProbAt(BU1MultiClass, "NONE_GREEN_CHOCOLATE_CHOCOLATE") ; + Numerical ProbMultiClassNONE_GREEN_CHOCOLATE_PINK = TargetProbAt(BU1MultiClass, "NONE_GREEN_CHOCOLATE_PINK") ; + Numerical ProbMultiClassNONE_GREEN_CHOCOLATE_PURPLE = TargetProbAt(BU1MultiClass, "NONE_GREEN_CHOCOLATE_PURPLE") ; + Numerical ProbMultiClassNONE_GREEN_CHOCOLATE_WHITE = TargetProbAt(BU1MultiClass, "NONE_GREEN_CHOCOLATE_WHITE") ; + Numerical ProbMultiClassNONE_PINK_GREEN_GRAY = TargetProbAt(BU1MultiClass, "NONE_PINK_GREEN_GRAY") ; + Numerical ProbMultiClassNONE_PINK_GREEN_GREEN = TargetProbAt(BU1MultiClass, "NONE_PINK_GREEN_GREEN") ; + Numerical ProbMultiClassNONE_PINK_GREEN_WHITE = TargetProbAt(BU1MultiClass, "NONE_PINK_GREEN_WHITE") ; + Numerical ProbMultiClassNONE_PINK_WHITE_RED = TargetProbAt(BU1MultiClass, "NONE_PINK_WHITE_RED") ; + Numerical ProbMultiClassNONE_PINK_WHITE_WHITE = TargetProbAt(BU1MultiClass, "NONE_PINK_WHITE_WHITE") ; + Numerical ProbMultiClassNONE_PURPLE_CHOCOLATE_CHOCOLATE = TargetProbAt(BU1MultiClass, "NONE_PURPLE_CHOCOLATE_CHOCOLATE") ; + Numerical ProbMultiClassNONE_PURPLE_CHOCOLATE_PINK = TargetProbAt(BU1MultiClass, "NONE_PURPLE_CHOCOLATE_PINK") ; + Numerical ProbMultiClassNONE_PURPLE_CHOCOLATE_PURPLE = TargetProbAt(BU1MultiClass, "NONE_PURPLE_CHOCOLATE_PURPLE") ; + Numerical ProbMultiClassNONE_PURPLE_CHOCOLATE_WHITE = TargetProbAt(BU1MultiClass, "NONE_PURPLE_CHOCOLATE_WHITE") ; + Numerical ProbMultiClassNONE_RED_BLACK_BROWN = TargetProbAt(BU1MultiClass, "NONE_RED_BLACK_BROWN") ; + Numerical ProbMultiClassNONE_RED_BLACK_PINK = TargetProbAt(BU1MultiClass, "NONE_RED_BLACK_PINK") ; + Numerical ProbMultiClassNONE_RED_BLACK_PURPLE = TargetProbAt(BU1MultiClass, "NONE_RED_BLACK_PURPLE") ; + Numerical ProbMultiClassNONE_RED_BLACK_WHITE = TargetProbAt(BU1MultiClass, "NONE_RED_BLACK_WHITE") ; + Numerical ProbMultiClassNONE_RED_BROWN_BROWN = TargetProbAt(BU1MultiClass, "NONE_RED_BROWN_BROWN") ; + Numerical ProbMultiClassNONE_RED_BROWN_PINK = TargetProbAt(BU1MultiClass, "NONE_RED_BROWN_PINK") ; + Numerical ProbMultiClassNONE_RED_BROWN_PURPLE = TargetProbAt(BU1MultiClass, "NONE_RED_BROWN_PURPLE") ; + Numerical ProbMultiClassNONE_RED_BROWN_WHITE = TargetProbAt(BU1MultiClass, "NONE_RED_BROWN_WHITE") ; + Numerical ProbMultiClassNONE_RED_WHITE_RED = TargetProbAt(BU1MultiClass, "NONE_RED_WHITE_RED") ; + Numerical ProbMultiClassNONE_RED_WHITE_WHITE = TargetProbAt(BU1MultiClass, "NONE_RED_WHITE_WHITE") ; + Numerical ProbMultiClassNONE_WHITE_BLACK_BLACK = TargetProbAt(BU1MultiClass, "NONE_WHITE_BLACK_BLACK") ; + Numerical ProbMultiClassNONE_WHITE_BLACK_BROWN = TargetProbAt(BU1MultiClass, "NONE_WHITE_BLACK_BROWN") ; + Numerical ProbMultiClassNONE_WHITE_BLACK_CHOCOLATE = TargetProbAt(BU1MultiClass, "NONE_WHITE_BLACK_CHOCOLATE") ; + Numerical ProbMultiClassNONE_WHITE_BLACK_PINK = TargetProbAt(BU1MultiClass, "NONE_WHITE_BLACK_PINK") ; + Numerical ProbMultiClassNONE_WHITE_BROWN_BLACK = TargetProbAt(BU1MultiClass, "NONE_WHITE_BROWN_BLACK") ; + Numerical ProbMultiClassNONE_WHITE_BROWN_BROWN = TargetProbAt(BU1MultiClass, "NONE_WHITE_BROWN_BROWN") ; + Numerical ProbMultiClassNONE_WHITE_BROWN_CHOCOLATE = TargetProbAt(BU1MultiClass, "NONE_WHITE_BROWN_CHOCOLATE") ; + Numerical ProbMultiClassNONE_WHITE_BROWN_PINK = TargetProbAt(BU1MultiClass, "NONE_WHITE_BROWN_PINK") ; + Numerical ProbMultiClassNONE_WHITE_CHOCOLATE_CHOCOLATE = TargetProbAt(BU1MultiClass, "NONE_WHITE_CHOCOLATE_CHOCOLATE") ; + Numerical ProbMultiClassNONE_WHITE_CHOCOLATE_PINK = TargetProbAt(BU1MultiClass, "NONE_WHITE_CHOCOLATE_PINK") ; + Numerical ProbMultiClassNONE_WHITE_CHOCOLATE_PURPLE = TargetProbAt(BU1MultiClass, "NONE_WHITE_CHOCOLATE_PURPLE") ; + Numerical ProbMultiClassNONE_WHITE_CHOCOLATE_WHITE = TargetProbAt(BU1MultiClass, "NONE_WHITE_CHOCOLATE_WHITE") ; + Numerical ProbMultiClassNONE_WHITE_GREEN_GRAY = TargetProbAt(BU1MultiClass, "NONE_WHITE_GREEN_GRAY") ; + Numerical ProbMultiClassNONE_WHITE_GREEN_GREEN = TargetProbAt(BU1MultiClass, "NONE_WHITE_GREEN_GREEN") ; + Numerical ProbMultiClassNONE_WHITE_GREEN_WHITE = TargetProbAt(BU1MultiClass, "NONE_WHITE_GREEN_WHITE") ; + Numerical ProbMultiClassNONE_WHITE_WHITE_GRAY = TargetProbAt(BU1MultiClass, "NONE_WHITE_WHITE_GRAY") ; + Numerical ProbMultiClassNONE_WHITE_WHITE_PINK = TargetProbAt(BU1MultiClass, "NONE_WHITE_WHITE_PINK") ; + Numerical ProbMultiClassNONE_WHITE_WHITE_WHITE = TargetProbAt(BU1MultiClass, "NONE_WHITE_WHITE_WHITE") ; + Numerical ProbMultiClassNONE_YELLOW_WHITE_WHITE = TargetProbAt(BU1MultiClass, "NONE_YELLOW_WHITE_WHITE") ; + Numerical ProbMultiClassNONE_YELLOW_WHITE_YELLOW = TargetProbAt(BU1MultiClass, "NONE_YELLOW_WHITE_YELLOW") ; + Numerical ProbMultiClassPUNGENT_BROWN_BLACK_BLACK = TargetProbAt(BU1MultiClass, "PUNGENT_BROWN_BLACK_BLACK") ; + Numerical ProbMultiClassPUNGENT_BROWN_BLACK_BROWN = TargetProbAt(BU1MultiClass, "PUNGENT_BROWN_BLACK_BROWN") ; + Numerical ProbMultiClassPUNGENT_BROWN_BLACK_PINK = TargetProbAt(BU1MultiClass, "PUNGENT_BROWN_BLACK_PINK") ; + Numerical ProbMultiClassPUNGENT_BROWN_BLACK_WHITE = TargetProbAt(BU1MultiClass, "PUNGENT_BROWN_BLACK_WHITE") ; + Numerical ProbMultiClassPUNGENT_BROWN_BROWN_BLACK = TargetProbAt(BU1MultiClass, "PUNGENT_BROWN_BROWN_BLACK") ; + Numerical ProbMultiClassPUNGENT_BROWN_BROWN_BROWN = TargetProbAt(BU1MultiClass, "PUNGENT_BROWN_BROWN_BROWN") ; + Numerical ProbMultiClassPUNGENT_BROWN_BROWN_PINK = TargetProbAt(BU1MultiClass, "PUNGENT_BROWN_BROWN_PINK") ; + Numerical ProbMultiClassPUNGENT_BROWN_BROWN_WHITE = TargetProbAt(BU1MultiClass, "PUNGENT_BROWN_BROWN_WHITE") ; + Numerical ProbMultiClassPUNGENT_WHITE_BLACK_BLACK = TargetProbAt(BU1MultiClass, "PUNGENT_WHITE_BLACK_BLACK") ; + Numerical ProbMultiClassPUNGENT_WHITE_BLACK_BROWN = TargetProbAt(BU1MultiClass, "PUNGENT_WHITE_BLACK_BROWN") ; + Numerical ProbMultiClassPUNGENT_WHITE_BLACK_PINK = TargetProbAt(BU1MultiClass, "PUNGENT_WHITE_BLACK_PINK") ; + Numerical ProbMultiClassPUNGENT_WHITE_BLACK_WHITE = TargetProbAt(BU1MultiClass, "PUNGENT_WHITE_BLACK_WHITE") ; + Numerical ProbMultiClassPUNGENT_WHITE_BROWN_BLACK = TargetProbAt(BU1MultiClass, "PUNGENT_WHITE_BROWN_BLACK") ; + Numerical ProbMultiClassPUNGENT_WHITE_BROWN_BROWN = TargetProbAt(BU1MultiClass, "PUNGENT_WHITE_BROWN_BROWN") ; + Numerical ProbMultiClassPUNGENT_WHITE_BROWN_PINK = TargetProbAt(BU1MultiClass, "PUNGENT_WHITE_BROWN_PINK") ; + Numerical ProbMultiClassPUNGENT_WHITE_BROWN_WHITE = TargetProbAt(BU1MultiClass, "PUNGENT_WHITE_BROWN_WHITE") ; + Numerical ProbMultiClassSPICY_BROWN_WHITE_BUFF = TargetProbAt(BU1MultiClass, "SPICY_BROWN_WHITE_BUFF") ; + Numerical ProbMultiClassSPICY_RED_WHITE_BUFF = TargetProbAt(BU1MultiClass, "SPICY_RED_WHITE_BUFF") ; +}; + +Dictionary SNB_MushroomTest + +{ +Unused Categorical Class ; +Unused Categorical CapShape ; +Unused Categorical CapSurface ; +Unused Categorical CapColor ; +Unused Categorical Bruise ; +Unused Categorical Odor ; +Unused Categorical GillAttachment ; +Unused Categorical GillSpacing ; +Unused Categorical GillSize ; +Unused Categorical GillColor ; +Unused Categorical StalkShape ; +Unused Categorical StalkRoot ; +Unused Categorical StalkSurfaceAboveRing ; +Unused Categorical StalkSurfaceBelowRing ; +Unused Categorical StalkColorAboveRing ; +Unused Categorical StalkColorBelowRing ; +Unused Categorical VeilType ; +Unused Categorical VeilColor ; +Unused Categorical RingNumber ; +Unused Categorical RingType ; +Unused Categorical SporePrintColor ; +Unused Categorical Population ; +Unused Categorical Habitat ; +Unused Categorical MultiClass = Concat(Odor, "_", CapColor, "_", SporePrintColor, "_", GillColor) ; +Unused Structure(DataGrid) VMultiClass = DataGrid(ValueSetC("ALMOND_BROWN_BLACK_BROWN", "ALMOND_BROWN_BLACK_PINK", "ALMOND_BROWN_BLACK_WHITE", "ALMOND_BROWN_BROWN_BROWN", "ALMOND_BROWN_BROWN_PINK", "ALMOND_BROWN_BROWN_WHITE", "ALMOND_WHITE_BLACK_BLACK", "ALMOND_WHITE_BLACK_BROWN", "ALMOND_WHITE_BLACK_GRAY", "ALMOND_WHITE_BLACK_WHITE", "ALMOND_WHITE_BROWN_BLACK", "ALMOND_WHITE_BROWN_BROWN", "ALMOND_WHITE_BROWN_GRAY", "ALMOND_WHITE_BROWN_PINK", "ALMOND_WHITE_BROWN_WHITE", "ALMOND_WHITE_PURPLE_BROWN", "ALMOND_WHITE_PURPLE_PINK", "ALMOND_WHITE_PURPLE_WHITE", "ALMOND_YELLOW_BLACK_BLACK", "ALMOND_YELLOW_BLACK_BROWN", "ALMOND_YELLOW_BLACK_GRAY", "ALMOND_YELLOW_BLACK_PINK", "ALMOND_YELLOW_BLACK_WHITE", "ALMOND_YELLOW_BROWN_BLACK", "ALMOND_YELLOW_BROWN_BROWN", "ALMOND_YELLOW_BROWN_GRAY", "ALMOND_YELLOW_BROWN_PINK", "ALMOND_YELLOW_BROWN_WHITE", "ALMOND_YELLOW_PURPLE_BROWN", "ALMOND_YELLOW_PURPLE_PINK", "ALMOND_YELLOW_PURPLE_WHITE", "ANISE_BROWN_BLACK_BROWN", "ANISE_BROWN_BLACK_PINK", "ANISE_BROWN_BLACK_WHITE", "ANISE_BROWN_BROWN_BROWN", "ANISE_BROWN_BROWN_PINK", "ANISE_BROWN_BROWN_WHITE", "ANISE_WHITE_BLACK_BLACK", "ANISE_WHITE_BLACK_BROWN", "ANISE_WHITE_BLACK_GRAY", "ANISE_WHITE_BLACK_WHITE", "ANISE_WHITE_BROWN_BLACK", "ANISE_WHITE_BROWN_BROWN", "ANISE_WHITE_BROWN_GRAY", "ANISE_WHITE_BROWN_PINK", "ANISE_WHITE_BROWN_WHITE", "ANISE_WHITE_PURPLE_BROWN", "ANISE_WHITE_PURPLE_PINK", "ANISE_WHITE_PURPLE_WHITE", "ANISE_YELLOW_BLACK_BLACK", "ANISE_YELLOW_BLACK_BROWN", "ANISE_YELLOW_BLACK_GRAY", "ANISE_YELLOW_BLACK_PINK", "ANISE_YELLOW_BLACK_WHITE", "ANISE_YELLOW_BROWN_BLACK", "ANISE_YELLOW_BROWN_BROWN", "ANISE_YELLOW_BROWN_GRAY", "ANISE_YELLOW_BROWN_PINK", "ANISE_YELLOW_BROWN_WHITE", "ANISE_YELLOW_PURPLE_BROWN", "ANISE_YELLOW_PURPLE_PINK", "ANISE_YELLOW_PURPLE_WHITE", "CREOSOTE_GRAY_BLACK_BROWN", "CREOSOTE_GRAY_BLACK_GRAY", "CREOSOTE_GRAY_BLACK_PINK", "CREOSOTE_GRAY_BLACK_PURPLE", "CREOSOTE_GRAY_BROWN_BROWN", "CREOSOTE_GRAY_BROWN_GRAY", "CREOSOTE_GRAY_BROWN_PINK", "CREOSOTE_GRAY_BROWN_PURPLE", "CREOSOTE_PINK_BLACK_BROWN", "CREOSOTE_PINK_BLACK_GRAY", "CREOSOTE_PINK_BLACK_PINK", "CREOSOTE_PINK_BLACK_PURPLE", "CREOSOTE_PINK_BROWN_BROWN", "CREOSOTE_PINK_BROWN_GRAY", "CREOSOTE_PINK_BROWN_PINK", "CREOSOTE_PINK_BROWN_PURPLE", "CREOSOTE_WHITE_BLACK_BROWN", "CREOSOTE_WHITE_BLACK_GRAY", "CREOSOTE_WHITE_BLACK_PINK", "CREOSOTE_WHITE_BLACK_PURPLE", "CREOSOTE_WHITE_BROWN_BROWN", "CREOSOTE_WHITE_BROWN_GRAY", "CREOSOTE_WHITE_BROWN_PINK", "CREOSOTE_WHITE_BROWN_PURPLE", "FISHY_BROWN_WHITE_BUFF", "FISHY_RED_WHITE_BUFF", "FOUL_BROWN_WHITE_BUFF", "FOUL_BUFF_CHOCOLATE_CHOCOLATE", "FOUL_BUFF_CHOCOLATE_PINK", "FOUL_BUFF_CHOCOLATE_WHITE", "FOUL_GRAY_CHOCOLATE_CHOCOLATE", "FOUL_GRAY_CHOCOLATE_GRAY", "FOUL_GRAY_CHOCOLATE_PINK", "FOUL_GRAY_CHOCOLATE_WHITE", "FOUL_RED_WHITE_BUFF", "FOUL_WHITE_CHOCOLATE_CHOCOLATE", "FOUL_WHITE_CHOCOLATE_PINK", "FOUL_WHITE_CHOCOLATE_WHITE", "FOUL_YELLOW_CHOCOLATE_CHOCOLATE", "FOUL_YELLOW_CHOCOLATE_GRAY", "FOUL_YELLOW_CHOCOLATE_PINK", "MUSTY_BROWN_WHITE_WHITE", "MUSTY_BROWN_WHITE_YELLOW", "MUSTY_CINNAMON_WHITE_WHITE", "MUSTY_CINNAMON_WHITE_YELLOW", "MUSTY_RED_WHITE_WHITE", "MUSTY_RED_WHITE_YELLOW", "NONE_BROWN_BLACK_BLACK", "NONE_BROWN_BLACK_BROWN", "NONE_BROWN_BLACK_CHOCOLATE", "NONE_BROWN_BLACK_GRAY", "NONE_BROWN_BLACK_PINK", "NONE_BROWN_BLACK_PURPLE", "NONE_BROWN_BLACK_WHITE", "NONE_BROWN_BROWN_BLACK", "NONE_BROWN_BROWN_BROWN", "NONE_BROWN_BROWN_CHOCOLATE", "NONE_BROWN_BROWN_GRAY", "NONE_BROWN_BROWN_ORANGE", "NONE_BROWN_BROWN_PINK", "NONE_BROWN_BROWN_PURPLE", "NONE_BROWN_BROWN_WHITE", "NONE_BROWN_BROWN_YELLOW", "NONE_BROWN_BUFF_BROWN", "NONE_BROWN_BUFF_ORANGE", "NONE_BROWN_BUFF_YELLOW", "NONE_BROWN_ORANGE_BROWN", "NONE_BROWN_ORANGE_ORANGE", "NONE_BROWN_ORANGE_YELLOW", "NONE_BROWN_WHITE_RED", "NONE_BROWN_WHITE_WHITE", "NONE_BROWN_YELLOW_BROWN", "NONE_BROWN_YELLOW_ORANGE", "NONE_BROWN_YELLOW_YELLOW", "NONE_BUFF_GREEN_GRAY", "NONE_BUFF_GREEN_GREEN", "NONE_BUFF_GREEN_WHITE", "NONE_BUFF_WHITE_RED", "NONE_BUFF_WHITE_WHITE", "NONE_CINNAMON_WHITE_WHITE", "NONE_GRAY_BLACK_BLACK", "NONE_GRAY_BLACK_BROWN", "NONE_GRAY_BLACK_CHOCOLATE", "NONE_GRAY_BLACK_GRAY", "NONE_GRAY_BLACK_PINK", "NONE_GRAY_BLACK_PURPLE", "NONE_GRAY_BLACK_WHITE", "NONE_GRAY_BROWN_BLACK", "NONE_GRAY_BROWN_BROWN", "NONE_GRAY_BROWN_CHOCOLATE", "NONE_GRAY_BROWN_GRAY", "NONE_GRAY_BROWN_PINK", "NONE_GRAY_BROWN_PURPLE", "NONE_GRAY_BROWN_WHITE", "NONE_GRAY_WHITE_GRAY", "NONE_GRAY_WHITE_PINK", "NONE_GRAY_WHITE_WHITE", "NONE_GREEN_CHOCOLATE_CHOCOLATE", "NONE_GREEN_CHOCOLATE_PINK", "NONE_GREEN_CHOCOLATE_PURPLE", "NONE_GREEN_CHOCOLATE_WHITE", "NONE_PINK_GREEN_GRAY", "NONE_PINK_GREEN_GREEN", "NONE_PINK_GREEN_WHITE", "NONE_PINK_WHITE_RED", "NONE_PINK_WHITE_WHITE", "NONE_PURPLE_CHOCOLATE_CHOCOLATE", "NONE_PURPLE_CHOCOLATE_PINK", "NONE_PURPLE_CHOCOLATE_PURPLE", "NONE_PURPLE_CHOCOLATE_WHITE", "NONE_RED_BLACK_BROWN", "NONE_RED_BLACK_PINK", "NONE_RED_BLACK_PURPLE", "NONE_RED_BLACK_WHITE", "NONE_RED_BROWN_BROWN", "NONE_RED_BROWN_PINK", "NONE_RED_BROWN_PURPLE", "NONE_RED_BROWN_WHITE", "NONE_RED_WHITE_RED", "NONE_RED_WHITE_WHITE", "NONE_WHITE_BLACK_BLACK", "NONE_WHITE_BLACK_BROWN", "NONE_WHITE_BLACK_CHOCOLATE", "NONE_WHITE_BLACK_PINK", "NONE_WHITE_BROWN_BLACK", "NONE_WHITE_BROWN_BROWN", "NONE_WHITE_BROWN_CHOCOLATE", "NONE_WHITE_BROWN_PINK", "NONE_WHITE_CHOCOLATE_CHOCOLATE", "NONE_WHITE_CHOCOLATE_PINK", "NONE_WHITE_CHOCOLATE_PURPLE", "NONE_WHITE_CHOCOLATE_WHITE", "NONE_WHITE_GREEN_GRAY", "NONE_WHITE_GREEN_GREEN", "NONE_WHITE_GREEN_WHITE", "NONE_WHITE_WHITE_GRAY", "NONE_WHITE_WHITE_PINK", "NONE_WHITE_WHITE_WHITE", "NONE_YELLOW_WHITE_WHITE", "NONE_YELLOW_WHITE_YELLOW", "PUNGENT_BROWN_BLACK_BLACK", "PUNGENT_BROWN_BLACK_BROWN", "PUNGENT_BROWN_BLACK_PINK", "PUNGENT_BROWN_BLACK_WHITE", "PUNGENT_BROWN_BROWN_BLACK", "PUNGENT_BROWN_BROWN_BROWN", "PUNGENT_BROWN_BROWN_PINK", "PUNGENT_BROWN_BROWN_WHITE", "PUNGENT_WHITE_BLACK_BLACK", "PUNGENT_WHITE_BLACK_BROWN", "PUNGENT_WHITE_BLACK_PINK", "PUNGENT_WHITE_BLACK_WHITE", "PUNGENT_WHITE_BROWN_BLACK", "PUNGENT_WHITE_BROWN_BROWN", "PUNGENT_WHITE_BROWN_PINK", "PUNGENT_WHITE_BROWN_WHITE", "SPICY_BROWN_WHITE_BUFF", "SPICY_RED_WHITE_BUFF"), Frequencies(6, 6, 6, 4, 6, 6, 14, 12, 10, 12, 12, 15, 13, 3, 16, 3, 4, 2, 13, 14, 13, 8, 17, 12, 16, 10, 10, 21, 4, 3, 3, 5, 5, 7, 5, 4, 5, 10, 14, 12, 11, 12, 15, 12, 3, 16, 2, 3, 3, 15, 8, 11, 4, 17, 14, 16, 9, 7, 19, 3, 2, 2, 6, 7, 6, 7, 6, 7, 4, 6, 7, 6, 5, 6, 6, 4, 7, 6, 4, 6, 5, 6, 4, 7, 5, 5, 206, 208, 187, 25, 22, 24, 173, 144, 166, 20, 221, 21, 25, 22, 151, 147, 151, 8, 10, 4, 5, 3, 3, 30, 79, 20, 4, 69, 53, 51, 27, 79, 18, 5, 13, 85, 51, 52, 12, 10, 14, 14, 13, 13, 11, 16, 75, 8, 11, 12, 8, 5, 8, 17, 21, 23, 47, 102, 54, 5, 104, 51, 55, 53, 96, 49, 3, 97, 57, 54, 32, 32, 41, 4, 1, 2, 3, 4, 7, 5, 16, 18, 4, 4, 3, 2, 50, 44, 50, 48, 53, 55, 45, 56, 16, 14, 23, 22, 20, 25, 19, 22, 17, 27, 3, 3, 4, 4, 5, 6, 7, 33, 34, 36, 11, 2, 14, 13, 7, 13, 10, 12, 11, 12, 11, 12, 8, 9, 10, 12, 10, 10, 211, 208)) ; +Unused Structure(DataGrid) PClass = DataGrid(ValueGroups(ValueGroup("EDIBLE"), ValueGroup("POISONOUS", " * ")), ValueGroups(ValueGroup("NONE_GRAY_BLACK_PINK", " * "), ValueGroup("FOUL_RED_WHITE_BUFF", "SPICY_BROWN_WHITE_BUFF", "FISHY_RED_WHITE_BUFF", "SPICY_RED_WHITE_BUFF", "FISHY_BROWN_WHITE_BUFF", "FOUL_BROWN_WHITE_BUFF", "FOUL_GRAY_CHOCOLATE_CHOCOLATE", "FOUL_GRAY_CHOCOLATE_PINK", "FOUL_YELLOW_CHOCOLATE_CHOCOLATE", "FOUL_YELLOW_CHOCOLATE_PINK", "FOUL_YELLOW_CHOCOLATE_GRAY", "FOUL_GRAY_CHOCOLATE_GRAY"), ValueGroup("FOUL_BUFF_CHOCOLATE_CHOCOLATE", "FOUL_WHITE_CHOCOLATE_PINK", "FOUL_BUFF_CHOCOLATE_WHITE", "FOUL_BUFF_CHOCOLATE_PINK", "FOUL_WHITE_CHOCOLATE_WHITE", "FOUL_WHITE_CHOCOLATE_CHOCOLATE", "FOUL_GRAY_CHOCOLATE_WHITE", "PUNGENT_BROWN_BLACK_BLACK", "PUNGENT_BROWN_BLACK_BROWN", "PUNGENT_BROWN_BLACK_WHITE", "PUNGENT_BROWN_BROWN_BROWN", "PUNGENT_BROWN_BROWN_WHITE", "PUNGENT_WHITE_BLACK_BROWN", "PUNGENT_WHITE_BROWN_BROWN", "NONE_YELLOW_WHITE_WHITE", "PUNGENT_BROWN_BROWN_PINK", "PUNGENT_WHITE_BLACK_BLACK", "MUSTY_BROWN_WHITE_YELLOW", "PUNGENT_BROWN_BROWN_BLACK", "PUNGENT_WHITE_BROWN_BLACK", "PUNGENT_WHITE_BROWN_PINK", "PUNGENT_WHITE_BROWN_WHITE", "PUNGENT_WHITE_BLACK_WHITE", "MUSTY_BROWN_WHITE_WHITE", "NONE_BUFF_GREEN_GRAY", "NONE_BUFF_GREEN_WHITE", "PUNGENT_WHITE_BLACK_PINK", "CREOSOTE_GRAY_BLACK_GRAY", "CREOSOTE_GRAY_BLACK_PURPLE", "CREOSOTE_GRAY_BROWN_GRAY", "CREOSOTE_PINK_BLACK_BROWN", "CREOSOTE_PINK_BROWN_PINK", "CREOSOTE_WHITE_BROWN_GRAY", "NONE_PINK_GREEN_GREEN", "NONE_WHITE_GREEN_WHITE", "PUNGENT_BROWN_BLACK_PINK", "CREOSOTE_GRAY_BLACK_BROWN", "CREOSOTE_GRAY_BLACK_PINK", "CREOSOTE_GRAY_BROWN_BROWN", "CREOSOTE_GRAY_BROWN_PURPLE", "CREOSOTE_PINK_BLACK_GRAY", "CREOSOTE_PINK_BLACK_PURPLE", "CREOSOTE_PINK_BROWN_BROWN", "CREOSOTE_PINK_BROWN_PURPLE", "CREOSOTE_WHITE_BLACK_GRAY", "CREOSOTE_WHITE_BLACK_PURPLE", "NONE_WHITE_GREEN_GREEN", "CREOSOTE_PINK_BLACK_PINK", "CREOSOTE_WHITE_BLACK_PINK", "CREOSOTE_WHITE_BROWN_PINK", "CREOSOTE_WHITE_BROWN_PURPLE", "MUSTY_CINNAMON_WHITE_YELLOW", "NONE_BUFF_GREEN_GREEN", "NONE_PINK_GREEN_WHITE", "NONE_WHITE_GREEN_GRAY", "CREOSOTE_GRAY_BROWN_PINK", "CREOSOTE_PINK_BROWN_GRAY", "CREOSOTE_WHITE_BLACK_BROWN", "CREOSOTE_WHITE_BROWN_BROWN", "MUSTY_CINNAMON_WHITE_WHITE", "NONE_PINK_GREEN_GRAY", "MUSTY_RED_WHITE_WHITE", "MUSTY_RED_WHITE_YELLOW", "NONE_YELLOW_WHITE_YELLOW"), ValueGroup("NONE_BROWN_WHITE_WHITE", "NONE_WHITE_WHITE_WHITE")), Frequencies(3072, 0, 0, 2173, 0, 572, 96, 15)) ; // DataGrid(Class, MultiClass) +Unused Structure(DataGrid) PGillSize = DataGrid(ValueGroups(ValueGroup("BROAD"), ValueGroup("NARROW", " * ")), ValueGroups(ValueGroup("FOUL_GRAY_CHOCOLATE_CHOCOLATE", " * "), ValueGroup("FOUL_RED_WHITE_BUFF", "SPICY_BROWN_WHITE_BUFF", "FISHY_RED_WHITE_BUFF", "SPICY_RED_WHITE_BUFF", "FISHY_BROWN_WHITE_BUFF", "FOUL_BROWN_WHITE_BUFF"), ValueGroup("NONE_GRAY_BLACK_PINK", "NONE_GRAY_BLACK_BROWN", "NONE_GRAY_BROWN_PINK", "NONE_GRAY_BROWN_BROWN", "NONE_BROWN_BROWN_PINK", "NONE_BROWN_BLACK_BROWN", "NONE_BROWN_BROWN_BROWN", "NONE_BROWN_BLACK_PINK", "NONE_GRAY_BROWN_BLACK", "NONE_GRAY_BLACK_BLACK", "NONE_WHITE_WHITE_WHITE", "NONE_BROWN_BLACK_BLACK", "NONE_BROWN_BROWN_BLACK", "ALMOND_YELLOW_BROWN_WHITE", "ANISE_YELLOW_BROWN_WHITE", "ALMOND_WHITE_BROWN_WHITE", "ALMOND_YELLOW_BROWN_BROWN", "ANISE_WHITE_BROWN_WHITE", "ANISE_YELLOW_BROWN_BROWN", "ALMOND_WHITE_BROWN_BROWN", "ANISE_WHITE_BROWN_BROWN", "ALMOND_YELLOW_BROWN_PINK", "ANISE_YELLOW_BROWN_PINK"), ValueGroup("PUNGENT_BROWN_BLACK_BLACK", "PUNGENT_BROWN_BLACK_BROWN", "PUNGENT_BROWN_BLACK_WHITE", "PUNGENT_BROWN_BROWN_BROWN", "PUNGENT_BROWN_BROWN_WHITE", "PUNGENT_WHITE_BLACK_BROWN", "PUNGENT_WHITE_BROWN_BROWN", "NONE_YELLOW_WHITE_WHITE", "PUNGENT_BROWN_BROWN_PINK", "PUNGENT_WHITE_BLACK_BLACK", "PUNGENT_BROWN_BROWN_BLACK", "PUNGENT_WHITE_BROWN_BLACK", "PUNGENT_WHITE_BROWN_PINK", "PUNGENT_WHITE_BROWN_WHITE", "PUNGENT_WHITE_BLACK_WHITE", "PUNGENT_WHITE_BLACK_PINK", "CREOSOTE_GRAY_BLACK_GRAY", "CREOSOTE_GRAY_BLACK_PURPLE", "CREOSOTE_GRAY_BROWN_GRAY", "CREOSOTE_PINK_BLACK_BROWN", "CREOSOTE_PINK_BROWN_PINK", "CREOSOTE_WHITE_BROWN_GRAY", "PUNGENT_BROWN_BLACK_PINK", "CREOSOTE_GRAY_BLACK_BROWN", "CREOSOTE_GRAY_BLACK_PINK", "CREOSOTE_GRAY_BROWN_BROWN", "CREOSOTE_GRAY_BROWN_PURPLE", "CREOSOTE_PINK_BLACK_GRAY", "CREOSOTE_PINK_BLACK_PURPLE", "CREOSOTE_PINK_BROWN_BROWN", "CREOSOTE_PINK_BROWN_PURPLE", "CREOSOTE_WHITE_BLACK_GRAY", "CREOSOTE_WHITE_BLACK_PURPLE", "CREOSOTE_PINK_BLACK_PINK", "CREOSOTE_WHITE_BLACK_PINK", "CREOSOTE_WHITE_BROWN_PINK", "CREOSOTE_WHITE_BROWN_PURPLE", "NONE_BROWN_BROWN_GRAY", "NONE_GRAY_BLACK_GRAY", "ALMOND_WHITE_PURPLE_PINK", "ALMOND_YELLOW_PURPLE_BROWN", "CREOSOTE_GRAY_BROWN_PINK", "CREOSOTE_PINK_BROWN_GRAY", "CREOSOTE_WHITE_BLACK_BROWN", "CREOSOTE_WHITE_BROWN_BROWN", "NONE_BROWN_BLACK_GRAY", "NONE_GREEN_CHOCOLATE_CHOCOLATE", "NONE_PURPLE_CHOCOLATE_CHOCOLATE", "NONE_PURPLE_CHOCOLATE_PINK", "NONE_WHITE_CHOCOLATE_PURPLE", "NONE_WHITE_CHOCOLATE_WHITE", "ALMOND_WHITE_BROWN_PINK", "ALMOND_WHITE_PURPLE_BROWN", "ALMOND_YELLOW_PURPLE_PINK", "ALMOND_YELLOW_PURPLE_WHITE", "ANISE_WHITE_BROWN_PINK", "ANISE_WHITE_PURPLE_PINK", "ANISE_WHITE_PURPLE_WHITE", "ANISE_YELLOW_PURPLE_BROWN", "NONE_GRAY_BROWN_GRAY", "NONE_GREEN_CHOCOLATE_WHITE", "NONE_PURPLE_CHOCOLATE_PURPLE", "NONE_WHITE_CHOCOLATE_CHOCOLATE", "NONE_WHITE_CHOCOLATE_PINK", "ALMOND_WHITE_PURPLE_WHITE", "ANISE_WHITE_PURPLE_BROWN", "ANISE_YELLOW_PURPLE_PINK", "ANISE_YELLOW_PURPLE_WHITE", "NONE_GREEN_CHOCOLATE_PURPLE", "NONE_PURPLE_CHOCOLATE_WHITE", "NONE_YELLOW_WHITE_YELLOW", "NONE_GREEN_CHOCOLATE_PINK"), ValueGroup("NONE_BROWN_WHITE_WHITE", "NONE_CINNAMON_WHITE_WHITE")), Frequencies(3115, 0, 0, 1241, 971, 84, 0, 419, 35, 63)) ; // DataGrid(GillSize, MultiClass) +Unused Structure(DataGrid) PStalkShape = DataGrid(ValueGroups(ValueGroup("TAPERING"), ValueGroup("ENLARGING", " * ")), ValueGroups(ValueGroup("FOUL_RED_WHITE_BUFF", "SPICY_BROWN_WHITE_BUFF", "FISHY_RED_WHITE_BUFF", "SPICY_RED_WHITE_BUFF", "FISHY_BROWN_WHITE_BUFF", "FOUL_BROWN_WHITE_BUFF", "NONE_GRAY_BROWN_PURPLE", "NONE_RED_BROWN_WHITE", "NONE_GRAY_BLACK_WHITE", "NONE_RED_BROWN_PINK", "NONE_GRAY_BLACK_CHOCOLATE", "NONE_GRAY_BROWN_WHITE", "NONE_BROWN_BLACK_PURPLE", "NONE_RED_BROWN_BROWN", "NONE_BROWN_BROWN_WHITE", "NONE_BROWN_BLACK_WHITE", "NONE_BROWN_BROWN_PURPLE", "NONE_GRAY_BLACK_PURPLE", "NONE_RED_BLACK_BROWN", "NONE_RED_BLACK_PURPLE", "NONE_GRAY_BROWN_CHOCOLATE", "NONE_RED_BLACK_WHITE", "NONE_RED_BROWN_PURPLE", "NONE_RED_BLACK_PINK", "NONE_WHITE_BROWN_PINK", "FOUL_BUFF_CHOCOLATE_CHOCOLATE", "FOUL_WHITE_CHOCOLATE_PINK", "NONE_WHITE_BLACK_PINK", "FOUL_BUFF_CHOCOLATE_WHITE", "NONE_WHITE_BLACK_BLACK", "FOUL_BUFF_CHOCOLATE_PINK", "FOUL_WHITE_CHOCOLATE_WHITE", "NONE_WHITE_BLACK_BROWN", "NONE_WHITE_BROWN_BROWN", "FOUL_WHITE_CHOCOLATE_CHOCOLATE", "FOUL_GRAY_CHOCOLATE_WHITE", "NONE_BROWN_BLACK_CHOCOLATE", "NONE_WHITE_BLACK_CHOCOLATE", "NONE_WHITE_BROWN_BLACK", "NONE_BROWN_BROWN_CHOCOLATE", "NONE_WHITE_BROWN_CHOCOLATE", "ALMOND_WHITE_PURPLE_PINK", "ALMOND_YELLOW_PURPLE_BROWN", "ALMOND_WHITE_BROWN_PINK", "ALMOND_WHITE_PURPLE_BROWN", "ALMOND_YELLOW_PURPLE_PINK", "ALMOND_YELLOW_PURPLE_WHITE", "ANISE_WHITE_BROWN_PINK", "ANISE_WHITE_PURPLE_PINK", "ANISE_WHITE_PURPLE_WHITE", "ANISE_YELLOW_PURPLE_BROWN", "ALMOND_WHITE_PURPLE_WHITE", "ANISE_WHITE_PURPLE_BROWN", "ANISE_YELLOW_PURPLE_PINK", "ANISE_YELLOW_PURPLE_WHITE"), ValueGroup("FOUL_YELLOW_CHOCOLATE_CHOCOLATE", " * "), ValueGroup("NONE_GRAY_BLACK_PINK", "NONE_GRAY_BLACK_BROWN", "NONE_GRAY_BROWN_PINK", "NONE_GRAY_BROWN_BROWN", "NONE_BROWN_BROWN_PINK", "NONE_BROWN_BLACK_BROWN", "NONE_BROWN_BROWN_BROWN", "NONE_BROWN_BLACK_PINK", "NONE_GRAY_BROWN_BLACK", "NONE_GRAY_BLACK_BLACK", "NONE_BROWN_BLACK_BLACK", "NONE_BROWN_BROWN_BLACK"), ValueGroup("FOUL_GRAY_CHOCOLATE_CHOCOLATE", "FOUL_GRAY_CHOCOLATE_PINK", "ALMOND_YELLOW_BROWN_WHITE", "ANISE_YELLOW_BROWN_WHITE", "ALMOND_WHITE_BROWN_WHITE", "ALMOND_YELLOW_BROWN_BROWN", "ANISE_WHITE_BROWN_WHITE", "ANISE_YELLOW_BROWN_BROWN", "ALMOND_WHITE_BROWN_BROWN", "ANISE_WHITE_BROWN_BROWN", "ALMOND_YELLOW_BROWN_PINK", "ANISE_YELLOW_BROWN_PINK")), Frequencies(2581, 0, 0, 1989, 806, 62, 72, 418)) ; // DataGrid(StalkShape, MultiClass) +Unused Structure(DataGrid) PStalkRoot = DataGrid(ValueGroups(ValueGroup("BULBOUS"), ValueGroup("?"), ValueGroup("EQUAL"), ValueGroup("CLUB"), ValueGroup("ROOTED", " * ")), ValueGroups(ValueGroup("FOUL_GRAY_CHOCOLATE_CHOCOLATE", "FOUL_GRAY_CHOCOLATE_PINK", "FOUL_YELLOW_CHOCOLATE_CHOCOLATE", "FOUL_YELLOW_CHOCOLATE_PINK", "FOUL_YELLOW_CHOCOLATE_GRAY", "FOUL_GRAY_CHOCOLATE_GRAY", "NONE_GRAY_BROWN_PURPLE", "NONE_RED_BROWN_WHITE", "NONE_GRAY_BLACK_WHITE", "NONE_RED_BROWN_PINK", "NONE_GRAY_BROWN_WHITE", "NONE_BROWN_BLACK_PURPLE", "NONE_RED_BROWN_BROWN", "NONE_BROWN_BROWN_WHITE", "NONE_BROWN_BLACK_WHITE", "NONE_BROWN_BROWN_PURPLE", "NONE_GRAY_BLACK_PURPLE", "NONE_RED_BLACK_BROWN", "NONE_RED_BLACK_PURPLE", "NONE_RED_BLACK_WHITE", "NONE_RED_BROWN_PURPLE", "NONE_RED_BLACK_PINK", "FOUL_BUFF_CHOCOLATE_CHOCOLATE", "FOUL_WHITE_CHOCOLATE_PINK", "FOUL_BUFF_CHOCOLATE_WHITE", "NONE_CINNAMON_WHITE_WHITE", "FOUL_BUFF_CHOCOLATE_PINK", "FOUL_WHITE_CHOCOLATE_WHITE", "FOUL_WHITE_CHOCOLATE_CHOCOLATE", "FOUL_GRAY_CHOCOLATE_WHITE"), ValueGroup("FOUL_RED_WHITE_BUFF", "SPICY_BROWN_WHITE_BUFF", "FISHY_RED_WHITE_BUFF", "SPICY_RED_WHITE_BUFF", "FISHY_BROWN_WHITE_BUFF", "FOUL_BROWN_WHITE_BUFF", "NONE_WHITE_WHITE_PINK", "NONE_WHITE_WHITE_GRAY", "NONE_GRAY_WHITE_GRAY", "NONE_GRAY_WHITE_PINK", "NONE_BUFF_WHITE_WHITE", "NONE_BUFF_WHITE_RED", "NONE_BROWN_WHITE_RED", "NONE_PINK_WHITE_RED", "NONE_RED_WHITE_RED", "NONE_BROWN_BUFF_ORANGE", "NONE_BROWN_BUFF_YELLOW", "NONE_RED_WHITE_WHITE", "NONE_BROWN_BROWN_ORANGE", "NONE_BROWN_ORANGE_BROWN", "NONE_BROWN_ORANGE_ORANGE", "NONE_BROWN_BROWN_YELLOW", "NONE_BROWN_YELLOW_YELLOW", "NONE_BROWN_ORANGE_YELLOW", "NONE_BROWN_YELLOW_ORANGE", "NONE_BROWN_BUFF_BROWN", "NONE_BROWN_YELLOW_BROWN", "NONE_GREEN_CHOCOLATE_CHOCOLATE", "NONE_PURPLE_CHOCOLATE_CHOCOLATE", "NONE_PURPLE_CHOCOLATE_PINK", "NONE_WHITE_CHOCOLATE_PURPLE", "NONE_WHITE_CHOCOLATE_WHITE", "NONE_GREEN_CHOCOLATE_WHITE", "NONE_PURPLE_CHOCOLATE_PURPLE", "NONE_WHITE_CHOCOLATE_CHOCOLATE", "NONE_WHITE_CHOCOLATE_PINK", "NONE_GREEN_CHOCOLATE_PURPLE", "NONE_PURPLE_CHOCOLATE_WHITE", "NONE_GREEN_CHOCOLATE_PINK", " * "), ValueGroup("NONE_GRAY_BLACK_PINK", "NONE_GRAY_BLACK_BROWN", "NONE_GRAY_BROWN_PINK", "NONE_GRAY_BROWN_BROWN", "NONE_BROWN_BROWN_PINK", "NONE_BROWN_BLACK_BROWN", "NONE_BROWN_BROWN_BROWN", "NONE_BROWN_BLACK_PINK"), ValueGroup("NONE_GRAY_BLACK_CHOCOLATE", "NONE_GRAY_BROWN_BLACK", "NONE_GRAY_BROWN_CHOCOLATE", "NONE_GRAY_BLACK_BLACK", "NONE_BROWN_BLACK_BLACK", "NONE_BROWN_BROWN_BLACK", "NONE_WHITE_BROWN_PINK", "NONE_WHITE_BLACK_PINK", "NONE_WHITE_BLACK_BLACK", "NONE_WHITE_BLACK_BROWN", "NONE_WHITE_BROWN_BROWN", "NONE_BROWN_BLACK_CHOCOLATE", "NONE_WHITE_BLACK_CHOCOLATE", "NONE_WHITE_BROWN_BLACK", "NONE_BROWN_BROWN_CHOCOLATE", "NONE_WHITE_BROWN_CHOCOLATE", "PUNGENT_BROWN_BLACK_BLACK", "PUNGENT_BROWN_BLACK_BROWN", "PUNGENT_BROWN_BLACK_WHITE", "PUNGENT_BROWN_BROWN_BROWN", "PUNGENT_BROWN_BROWN_WHITE", "PUNGENT_WHITE_BLACK_BROWN", "PUNGENT_WHITE_BROWN_BROWN", "PUNGENT_BROWN_BROWN_PINK", "PUNGENT_WHITE_BLACK_BLACK", "PUNGENT_BROWN_BROWN_BLACK", "PUNGENT_WHITE_BROWN_BLACK", "PUNGENT_WHITE_BROWN_PINK", "PUNGENT_WHITE_BROWN_WHITE", "PUNGENT_WHITE_BLACK_WHITE", "PUNGENT_WHITE_BLACK_PINK", "PUNGENT_BROWN_BLACK_PINK", "NONE_BROWN_BROWN_GRAY", "NONE_GRAY_BLACK_GRAY", "NONE_BROWN_BLACK_GRAY", "NONE_GRAY_BROWN_GRAY"), ValueGroup("ANISE_YELLOW_BLACK_BLACK", "ALMOND_WHITE_BLACK_BLACK", "ANISE_WHITE_BLACK_BROWN", "ANISE_YELLOW_BROWN_BLACK", "ALMOND_WHITE_BROWN_GRAY", "ALMOND_YELLOW_BLACK_BLACK", "ALMOND_YELLOW_BLACK_GRAY", "ALMOND_WHITE_BLACK_BROWN", "ALMOND_WHITE_BLACK_WHITE", "ALMOND_WHITE_BROWN_BLACK", "ALMOND_YELLOW_BROWN_BLACK", "ANISE_WHITE_BLACK_GRAY", "ANISE_WHITE_BROWN_BLACK", "ANISE_WHITE_BROWN_GRAY", "ANISE_WHITE_BLACK_WHITE", "ANISE_YELLOW_BLACK_GRAY", "ALMOND_WHITE_BLACK_GRAY", "ALMOND_YELLOW_BROWN_GRAY", "ANISE_WHITE_BLACK_BLACK", "MUSTY_BROWN_WHITE_YELLOW", "ANISE_YELLOW_BROWN_GRAY", "MUSTY_BROWN_WHITE_WHITE", "MUSTY_CINNAMON_WHITE_YELLOW", "MUSTY_CINNAMON_WHITE_WHITE", "MUSTY_RED_WHITE_WHITE", "MUSTY_RED_WHITE_YELLOW", "NONE_YELLOW_WHITE_YELLOW"), ValueGroup("NONE_BUFF_GREEN_GRAY", "NONE_BUFF_GREEN_WHITE", "CREOSOTE_GRAY_BLACK_GRAY", "CREOSOTE_GRAY_BLACK_PURPLE", "CREOSOTE_GRAY_BROWN_GRAY", "CREOSOTE_PINK_BLACK_BROWN", "CREOSOTE_PINK_BROWN_PINK", "CREOSOTE_WHITE_BROWN_GRAY", "NONE_PINK_GREEN_GREEN", "NONE_WHITE_GREEN_WHITE", "CREOSOTE_GRAY_BLACK_BROWN", "CREOSOTE_GRAY_BLACK_PINK", "CREOSOTE_GRAY_BROWN_BROWN", "CREOSOTE_GRAY_BROWN_PURPLE", "CREOSOTE_PINK_BLACK_GRAY", "CREOSOTE_PINK_BLACK_PURPLE", "CREOSOTE_PINK_BROWN_BROWN", "CREOSOTE_PINK_BROWN_PURPLE", "CREOSOTE_WHITE_BLACK_GRAY", "CREOSOTE_WHITE_BLACK_PURPLE", "NONE_WHITE_GREEN_GREEN", "CREOSOTE_PINK_BLACK_PINK", "CREOSOTE_WHITE_BLACK_PINK", "CREOSOTE_WHITE_BROWN_PINK", "CREOSOTE_WHITE_BROWN_PURPLE", "NONE_BUFF_GREEN_GREEN", "NONE_PINK_GREEN_WHITE", "NONE_WHITE_GREEN_GRAY", "ALMOND_WHITE_PURPLE_PINK", "ALMOND_YELLOW_PURPLE_BROWN", "CREOSOTE_GRAY_BROWN_PINK", "CREOSOTE_PINK_BROWN_GRAY", "CREOSOTE_WHITE_BLACK_BROWN", "CREOSOTE_WHITE_BROWN_BROWN", "NONE_PINK_GREEN_GRAY", "ALMOND_WHITE_BROWN_PINK", "ALMOND_WHITE_PURPLE_BROWN", "ALMOND_YELLOW_PURPLE_PINK", "ALMOND_YELLOW_PURPLE_WHITE", "ANISE_WHITE_BROWN_PINK", "ANISE_WHITE_PURPLE_PINK", "ANISE_WHITE_PURPLE_WHITE", "ANISE_YELLOW_PURPLE_BROWN", "ALMOND_WHITE_PURPLE_WHITE", "ANISE_WHITE_PURPLE_BROWN", "ANISE_YELLOW_PURPLE_PINK", "ANISE_YELLOW_PURPLE_WHITE"), ValueGroup("ALMOND_YELLOW_BROWN_WHITE", "ANISE_YELLOW_BROWN_WHITE", "ALMOND_YELLOW_BLACK_WHITE", "ANISE_YELLOW_BLACK_WHITE", "ALMOND_WHITE_BROWN_WHITE", "ALMOND_YELLOW_BROWN_BROWN", "ANISE_WHITE_BROWN_WHITE", "ANISE_YELLOW_BROWN_BROWN", "ALMOND_WHITE_BROWN_BROWN", "ANISE_WHITE_BROWN_BROWN", "ALMOND_YELLOW_BLACK_BROWN", "ANISE_YELLOW_BLACK_BROWN"), ValueGroup("NONE_BROWN_WHITE_WHITE", "NONE_GRAY_WHITE_WHITE", "NONE_WHITE_WHITE_WHITE", "NONE_PINK_WHITE_WHITE", "NONE_YELLOW_WHITE_WHITE"), ValueGroup("ALMOND_YELLOW_BROWN_PINK", "ALMOND_YELLOW_BLACK_PINK", "ANISE_BROWN_BLACK_WHITE", "ANISE_YELLOW_BROWN_PINK", "ALMOND_BROWN_BLACK_BROWN", "ALMOND_BROWN_BLACK_PINK", "ALMOND_BROWN_BLACK_WHITE", "ALMOND_BROWN_BROWN_PINK", "ALMOND_BROWN_BROWN_WHITE", "ANISE_BROWN_BLACK_BROWN", "ANISE_BROWN_BLACK_PINK", "ANISE_BROWN_BROWN_BROWN", "ANISE_BROWN_BROWN_WHITE", "ALMOND_BROWN_BROWN_BROWN", "ANISE_BROWN_BROWN_PINK", "ANISE_YELLOW_BLACK_PINK")), Frequencies(1939, 0, 0, 0, 0, 0, 1640, 0, 0, 0, 385, 11, 315, 0, 0, 0, 0, 664, 0, 0, 0, 0, 0, 276, 0, 233, 0, 0, 0, 0, 23, 0, 0, 129, 38, 64, 114, 0, 3, 0, 5, 0, 0, 0, 89)) ; // DataGrid(StalkRoot, MultiClass) +Unused Structure(DataGrid) PStalkSurfaceBelowRing = DataGrid(ValueGroups(ValueGroup("SMOOTH"), ValueGroup("SILKY"), ValueGroup("FIBROUS"), ValueGroup("SCALY", " * ")), ValueGroups(ValueGroup("NONE_GRAY_BROWN_PURPLE", " * "), ValueGroup("FOUL_RED_WHITE_BUFF", "SPICY_BROWN_WHITE_BUFF", "FISHY_RED_WHITE_BUFF", "SPICY_RED_WHITE_BUFF", "FISHY_BROWN_WHITE_BUFF", "FOUL_BROWN_WHITE_BUFF", "NONE_GRAY_WHITE_WHITE", "NONE_WHITE_WHITE_WHITE", "NONE_WHITE_WHITE_PINK", "NONE_WHITE_WHITE_GRAY", "NONE_GRAY_WHITE_GRAY", "NONE_GRAY_WHITE_PINK"), ValueGroup("NONE_GRAY_BLACK_PINK", "NONE_GRAY_BLACK_BROWN", "NONE_GRAY_BROWN_PINK", "NONE_GRAY_BROWN_BROWN", "NONE_BROWN_BROWN_PINK", "NONE_BROWN_BLACK_BROWN", "NONE_BROWN_BROWN_BROWN", "NONE_BROWN_BLACK_PINK"), ValueGroup("NONE_GRAY_BLACK_CHOCOLATE", "NONE_GRAY_BROWN_BLACK", "NONE_GRAY_BROWN_CHOCOLATE", "NONE_GRAY_BLACK_BLACK", "NONE_BROWN_BLACK_BLACK", "NONE_BROWN_BROWN_BLACK", "NONE_WHITE_BROWN_PINK", "FOUL_BUFF_CHOCOLATE_CHOCOLATE", "FOUL_WHITE_CHOCOLATE_PINK", "NONE_WHITE_BLACK_PINK", "FOUL_BUFF_CHOCOLATE_WHITE", "NONE_CINNAMON_WHITE_WHITE", "NONE_WHITE_BLACK_BLACK", "FOUL_BUFF_CHOCOLATE_PINK", "FOUL_WHITE_CHOCOLATE_WHITE", "NONE_WHITE_BLACK_BROWN", "NONE_WHITE_BROWN_BROWN", "FOUL_WHITE_CHOCOLATE_CHOCOLATE", "FOUL_GRAY_CHOCOLATE_WHITE", "NONE_BROWN_BLACK_CHOCOLATE", "NONE_WHITE_BLACK_CHOCOLATE", "NONE_WHITE_BROWN_BLACK", "NONE_BROWN_BROWN_CHOCOLATE", "NONE_WHITE_BROWN_CHOCOLATE"), ValueGroup("FOUL_YELLOW_CHOCOLATE_CHOCOLATE", "FOUL_YELLOW_CHOCOLATE_PINK", "FOUL_YELLOW_CHOCOLATE_GRAY", "FOUL_GRAY_CHOCOLATE_GRAY"), ValueGroup("FOUL_GRAY_CHOCOLATE_CHOCOLATE", "FOUL_GRAY_CHOCOLATE_PINK"), ValueGroup("NONE_BROWN_WHITE_WHITE", "ALMOND_YELLOW_BROWN_WHITE", "ANISE_YELLOW_BROWN_WHITE", "ALMOND_YELLOW_BLACK_WHITE", "ANISE_YELLOW_BLACK_WHITE", "ALMOND_YELLOW_BROWN_BROWN", "ANISE_YELLOW_BROWN_BROWN", "ALMOND_YELLOW_BLACK_BROWN", "ALMOND_YELLOW_BROWN_PINK", "ANISE_YELLOW_BLACK_BROWN", "ANISE_YELLOW_BROWN_PINK"), ValueGroup("NONE_YELLOW_WHITE_WHITE", "MUSTY_BROWN_WHITE_YELLOW", "ALMOND_YELLOW_BLACK_PINK", "MUSTY_BROWN_WHITE_WHITE", "ANISE_BROWN_BLACK_WHITE", "ALMOND_BROWN_BLACK_BROWN", "ALMOND_BROWN_BLACK_PINK", "ALMOND_BROWN_BLACK_WHITE", "ALMOND_BROWN_BROWN_PINK", "ALMOND_BROWN_BROWN_WHITE", "ANISE_BROWN_BLACK_BROWN", "ANISE_BROWN_BLACK_PINK", "ANISE_BROWN_BROWN_BROWN", "ANISE_BROWN_BROWN_WHITE", "MUSTY_CINNAMON_WHITE_YELLOW", "ALMOND_BROWN_BROWN_BROWN", "ANISE_BROWN_BROWN_PINK", "ANISE_YELLOW_BLACK_PINK", "MUSTY_CINNAMON_WHITE_WHITE", "MUSTY_RED_WHITE_WHITE", "MUSTY_RED_WHITE_YELLOW", "NONE_YELLOW_WHITE_YELLOW"), ValueGroup("NONE_GREEN_CHOCOLATE_CHOCOLATE", "NONE_PURPLE_CHOCOLATE_CHOCOLATE", "NONE_PURPLE_CHOCOLATE_PINK", "NONE_WHITE_CHOCOLATE_PURPLE", "NONE_WHITE_CHOCOLATE_WHITE", "NONE_GREEN_CHOCOLATE_WHITE", "NONE_PURPLE_CHOCOLATE_PURPLE", "NONE_WHITE_CHOCOLATE_CHOCOLATE", "NONE_WHITE_CHOCOLATE_PINK", "NONE_GREEN_CHOCOLATE_PURPLE", "NONE_PURPLE_CHOCOLATE_WHITE", "NONE_GREEN_CHOCOLATE_PINK")), Frequencies(1801, 0, 0, 0, 733, 716, 0, 0, 561, 0, 150, 0, 338, 0, 317, 0, 0, 593, 0, 0, 22, 295, 22, 0, 132, 0, 18, 70, 0, 0, 0, 123, 0, 0, 37, 0)) ; // DataGrid(StalkSurfaceBelowRing, MultiClass) +Unused Structure(DataGrid) PStalkColorAboveRing = DataGrid(ValueGroups(ValueGroup("WHITE"), ValueGroup("PINK"), ValueGroup("BROWN", "BUFF"), ValueGroup("GRAY"), ValueGroup("ORANGE"), ValueGroup("RED", "YELLOW", " * "), ValueGroup("CINNAMON")), ValueGroups(ValueGroup("NONE_GRAY_BLACK_CHOCOLATE", " * "), ValueGroup("FOUL_RED_WHITE_BUFF", "SPICY_BROWN_WHITE_BUFF", "FISHY_RED_WHITE_BUFF", "SPICY_RED_WHITE_BUFF", "FISHY_BROWN_WHITE_BUFF", "FOUL_BROWN_WHITE_BUFF"), ValueGroup("NONE_GRAY_BROWN_PURPLE", "NONE_RED_BROWN_WHITE", "NONE_GRAY_BLACK_WHITE", "NONE_RED_BROWN_PINK", "NONE_GRAY_BROWN_WHITE", "NONE_BROWN_BLACK_PURPLE", "NONE_RED_BROWN_BROWN", "NONE_BROWN_BROWN_WHITE", "NONE_BROWN_BLACK_WHITE", "NONE_BROWN_BROWN_PURPLE", "NONE_GRAY_BLACK_PURPLE", "NONE_RED_BLACK_BROWN", "NONE_RED_BLACK_PURPLE", "NONE_RED_BLACK_WHITE", "NONE_RED_BROWN_PURPLE", "NONE_RED_BLACK_PINK"), ValueGroup("NONE_GRAY_BLACK_PINK", "NONE_GRAY_BLACK_BROWN", "NONE_GRAY_BROWN_PINK", "NONE_GRAY_BROWN_BROWN", "NONE_BROWN_BROWN_PINK", "NONE_BROWN_BLACK_BROWN", "NONE_BROWN_BLACK_PINK"), ValueGroup("FOUL_YELLOW_CHOCOLATE_CHOCOLATE", "FOUL_YELLOW_CHOCOLATE_PINK", "FOUL_YELLOW_CHOCOLATE_GRAY", "FOUL_GRAY_CHOCOLATE_GRAY"), ValueGroup("FOUL_GRAY_CHOCOLATE_CHOCOLATE", "FOUL_GRAY_CHOCOLATE_PINK"), ValueGroup("NONE_BROWN_BUFF_ORANGE", "NONE_BROWN_BUFF_YELLOW", "NONE_BROWN_BROWN_ORANGE", "NONE_BROWN_ORANGE_BROWN", "NONE_BROWN_ORANGE_ORANGE", "NONE_BROWN_BROWN_YELLOW", "NONE_BROWN_YELLOW_YELLOW", "NONE_BROWN_ORANGE_YELLOW", "NONE_BROWN_YELLOW_ORANGE", "NONE_BROWN_BUFF_BROWN", "NONE_BROWN_YELLOW_BROWN"), ValueGroup("NONE_BUFF_WHITE_WHITE", "NONE_PINK_WHITE_WHITE", "NONE_BUFF_WHITE_RED", "NONE_BROWN_WHITE_RED", "NONE_PINK_WHITE_RED", "NONE_RED_WHITE_RED", "NONE_RED_WHITE_WHITE", "NONE_YELLOW_WHITE_WHITE", "NONE_YELLOW_WHITE_YELLOW"), ValueGroup("NONE_BROWN_BROWN_BROWN"), ValueGroup("NONE_BROWN_WHITE_WHITE"), ValueGroup("MUSTY_BROWN_WHITE_YELLOW", "MUSTY_BROWN_WHITE_WHITE", "MUSTY_CINNAMON_WHITE_YELLOW", "MUSTY_CINNAMON_WHITE_WHITE", "MUSTY_RED_WHITE_WHITE", "MUSTY_RED_WHITE_YELLOW")), Frequencies(1849, 0, 0, 0, 0, 0, 0, 621, 620, 0, 0, 0, 0, 0, 276, 268, 0, 281, 0, 0, 0, 405, 112, 0, 115, 0, 0, 0, 0, 194, 399, 0, 0, 0, 0, 44, 104, 191, 0, 0, 0, 0, 0, 0, 0, 0, 131, 0, 0, 71, 0, 0, 0, 0, 60, 0, 38, 16, 0, 14, 11, 0, 0, 57, 0, 10, 0, 0, 8, 0, 0, 0, 0, 0, 0, 0, 33)) ; // DataGrid(StalkColorAboveRing, MultiClass) +Unused Structure(DataGrid) PStalkColorBelowRing = DataGrid(ValueGroups(ValueGroup("WHITE"), ValueGroup("PINK"), ValueGroup("GRAY"), ValueGroup("BROWN"), ValueGroup("BUFF"), ValueGroup("ORANGE"), ValueGroup("RED"), ValueGroup("CINNAMON"), ValueGroup("YELLOW", " * ")), ValueGroups(ValueGroup("NONE_GRAY_BLACK_CHOCOLATE", " * "), ValueGroup("FOUL_RED_WHITE_BUFF", "SPICY_BROWN_WHITE_BUFF", "FISHY_RED_WHITE_BUFF", "SPICY_RED_WHITE_BUFF", "FISHY_BROWN_WHITE_BUFF", "FOUL_BROWN_WHITE_BUFF"), ValueGroup("NONE_BROWN_BLACK_PINK", "NONE_GRAY_BROWN_PURPLE", "NONE_RED_BROWN_WHITE", "NONE_GRAY_BLACK_WHITE", "NONE_RED_BROWN_PINK", "NONE_GRAY_BROWN_WHITE", "NONE_BROWN_BLACK_PURPLE", "NONE_RED_BROWN_BROWN", "NONE_BROWN_BROWN_WHITE", "NONE_BROWN_BLACK_WHITE", "NONE_BROWN_BROWN_PURPLE", "NONE_GRAY_BLACK_PURPLE", "NONE_RED_BLACK_BROWN", "NONE_RED_BLACK_PURPLE", "NONE_RED_BLACK_WHITE", "NONE_RED_BROWN_PURPLE", "NONE_RED_BLACK_PINK"), ValueGroup("NONE_GRAY_BLACK_PINK", "NONE_GRAY_BLACK_BROWN", "NONE_GRAY_BROWN_PINK", "NONE_GRAY_BROWN_BROWN", "NONE_BROWN_BROWN_PINK", "NONE_BROWN_BLACK_BROWN", "NONE_BROWN_BROWN_BROWN"), ValueGroup("FOUL_YELLOW_CHOCOLATE_CHOCOLATE", "FOUL_YELLOW_CHOCOLATE_PINK", "FOUL_YELLOW_CHOCOLATE_GRAY", "FOUL_GRAY_CHOCOLATE_GRAY"), ValueGroup("FOUL_GRAY_CHOCOLATE_CHOCOLATE", "FOUL_GRAY_CHOCOLATE_PINK"), ValueGroup("NONE_BROWN_BUFF_ORANGE", "NONE_BROWN_BUFF_YELLOW", "NONE_BROWN_BROWN_ORANGE", "NONE_BROWN_ORANGE_BROWN", "NONE_BROWN_ORANGE_ORANGE", "NONE_BROWN_BROWN_YELLOW", "NONE_BROWN_YELLOW_YELLOW", "NONE_BROWN_ORANGE_YELLOW", "NONE_BROWN_YELLOW_ORANGE", "NONE_BROWN_BUFF_BROWN", "NONE_BROWN_YELLOW_BROWN"), ValueGroup("NONE_BUFF_WHITE_WHITE", "NONE_PINK_WHITE_WHITE", "NONE_BUFF_WHITE_RED", "NONE_BROWN_WHITE_RED", "NONE_PINK_WHITE_RED", "NONE_RED_WHITE_RED", "NONE_RED_WHITE_WHITE"), ValueGroup("NONE_BROWN_WHITE_WHITE", "NONE_CINNAMON_WHITE_WHITE", "NONE_YELLOW_WHITE_WHITE", "NONE_YELLOW_WHITE_YELLOW"), ValueGroup("MUSTY_BROWN_WHITE_YELLOW", "MUSTY_BROWN_WHITE_WHITE", "MUSTY_CINNAMON_WHITE_YELLOW", "MUSTY_CINNAMON_WHITE_WHITE", "MUSTY_RED_WHITE_WHITE", "MUSTY_RED_WHITE_YELLOW")), Frequencies(1826, 0, 0, 0, 0, 0, 0, 0, 0, 624, 617, 0, 0, 0, 0, 0, 0, 0, 319, 288, 287, 0, 0, 0, 0, 0, 0, 411, 113, 107, 0, 0, 11, 0, 0, 0, 0, 193, 0, 194, 206, 0, 0, 0, 0, 44, 101, 0, 99, 95, 0, 0, 0, 0, 0, 0, 0, 0, 0, 131, 0, 0, 0, 63, 0, 0, 0, 0, 0, 55, 0, 0, 16, 0, 0, 70, 0, 0, 9, 0, 16, 0, 0, 0, 0, 0, 0, 0, 33, 0)) ; // DataGrid(StalkColorBelowRing, MultiClass) +Unused Structure(DataGrid) PRingNumber = DataGrid(ValueGroups(ValueGroup("ONE"), ValueGroup("TWO"), ValueGroup("NONE", " * ")), ValueGroups(ValueGroup("NONE_GRAY_BLACK_PINK", " * "), ValueGroup("FOUL_RED_WHITE_BUFF", "SPICY_BROWN_WHITE_BUFF", "FISHY_RED_WHITE_BUFF", "SPICY_RED_WHITE_BUFF", "FISHY_BROWN_WHITE_BUFF", "FOUL_BROWN_WHITE_BUFF", "FOUL_GRAY_CHOCOLATE_CHOCOLATE", "FOUL_GRAY_CHOCOLATE_PINK", "FOUL_YELLOW_CHOCOLATE_CHOCOLATE", "FOUL_YELLOW_CHOCOLATE_PINK", "FOUL_YELLOW_CHOCOLATE_GRAY", "FOUL_GRAY_CHOCOLATE_GRAY"), ValueGroup("NONE_GRAY_WHITE_WHITE", "NONE_WHITE_WHITE_WHITE", "NONE_WHITE_WHITE_PINK", "NONE_WHITE_WHITE_GRAY", "NONE_GRAY_WHITE_GRAY", "NONE_GRAY_WHITE_PINK", "NONE_BUFF_WHITE_WHITE", "NONE_PINK_WHITE_WHITE", "NONE_BUFF_WHITE_RED", "NONE_BROWN_WHITE_RED", "NONE_PINK_WHITE_RED", "NONE_RED_WHITE_RED", "NONE_RED_WHITE_WHITE", "NONE_BUFF_GREEN_GRAY", "NONE_BUFF_GREEN_WHITE", "NONE_PINK_GREEN_GREEN", "NONE_WHITE_GREEN_WHITE", "NONE_WHITE_GREEN_GREEN", "NONE_BUFF_GREEN_GREEN", "NONE_PINK_GREEN_WHITE", "NONE_WHITE_GREEN_GRAY", "NONE_PINK_GREEN_GRAY"), ValueGroup("NONE_BROWN_WHITE_WHITE", "NONE_CINNAMON_WHITE_WHITE"), ValueGroup("MUSTY_BROWN_WHITE_YELLOW", "MUSTY_BROWN_WHITE_WHITE", "MUSTY_CINNAMON_WHITE_YELLOW", "MUSTY_CINNAMON_WHITE_WHITE", "MUSTY_RED_WHITE_WHITE", "MUSTY_RED_WHITE_YELLOW")), Frequencies(3243, 0, 0, 2173, 0, 0, 5, 376, 0, 63, 35, 0, 0, 0, 33)) ; // DataGrid(RingNumber, MultiClass) +Unused Structure(DataGrid) PRingType = DataGrid(ValueGroups(ValueGroup("PENDANT"), ValueGroup("EVANESCENT"), ValueGroup("LARGE"), ValueGroup("FLARING"), ValueGroup("NONE", " * ")), ValueGroups(ValueGroup("NONE_GRAY_BROWN_PURPLE", " * "), ValueGroup("FOUL_RED_WHITE_BUFF", "SPICY_BROWN_WHITE_BUFF", "FISHY_RED_WHITE_BUFF", "SPICY_RED_WHITE_BUFF", "FISHY_BROWN_WHITE_BUFF", "FOUL_BROWN_WHITE_BUFF", "NONE_GRAY_BLACK_CHOCOLATE", "NONE_GRAY_BROWN_CHOCOLATE", "NONE_WHITE_BROWN_PINK", "NONE_WHITE_BLACK_PINK", "NONE_WHITE_BLACK_BLACK", "NONE_WHITE_BLACK_BROWN", "NONE_WHITE_BROWN_BROWN", "NONE_BUFF_WHITE_WHITE", "NONE_BROWN_BLACK_CHOCOLATE", "NONE_WHITE_BLACK_CHOCOLATE", "NONE_WHITE_BROWN_BLACK", "NONE_BROWN_BROWN_CHOCOLATE", "NONE_BUFF_WHITE_RED", "NONE_WHITE_BROWN_CHOCOLATE", "NONE_BROWN_WHITE_RED", "NONE_PINK_WHITE_RED", "NONE_RED_WHITE_RED", "NONE_RED_WHITE_WHITE", "NONE_YELLOW_WHITE_WHITE"), ValueGroup("NONE_GRAY_BLACK_PINK", "NONE_GRAY_BLACK_BROWN", "NONE_GRAY_BROWN_PINK", "NONE_GRAY_BROWN_BROWN", "NONE_BROWN_BROWN_PINK", "NONE_BROWN_BLACK_BROWN", "NONE_BROWN_BROWN_BROWN", "NONE_BROWN_BLACK_PINK"), ValueGroup("FOUL_YELLOW_CHOCOLATE_CHOCOLATE", "FOUL_YELLOW_CHOCOLATE_PINK", "FOUL_YELLOW_CHOCOLATE_GRAY", "FOUL_GRAY_CHOCOLATE_GRAY"), ValueGroup("FOUL_GRAY_CHOCOLATE_CHOCOLATE", "FOUL_GRAY_CHOCOLATE_PINK"), ValueGroup("NONE_BROWN_WHITE_WHITE", "NONE_GRAY_BROWN_BLACK", "NONE_GRAY_BLACK_BLACK", "NONE_BROWN_BLACK_BLACK", "NONE_BROWN_BROWN_BLACK", "NONE_CINNAMON_WHITE_WHITE", "NONE_PINK_WHITE_WHITE", "NONE_YELLOW_WHITE_YELLOW"), ValueGroup("NONE_GREEN_CHOCOLATE_CHOCOLATE", "NONE_PURPLE_CHOCOLATE_CHOCOLATE", "NONE_PURPLE_CHOCOLATE_PINK", "NONE_WHITE_CHOCOLATE_PURPLE", "NONE_WHITE_CHOCOLATE_WHITE", "NONE_GREEN_CHOCOLATE_WHITE", "NONE_PURPLE_CHOCOLATE_PURPLE", "NONE_WHITE_CHOCOLATE_CHOCOLATE", "NONE_WHITE_CHOCOLATE_PINK", "NONE_GREEN_CHOCOLATE_PURPLE", "NONE_PURPLE_CHOCOLATE_WHITE", "NONE_GREEN_CHOCOLATE_PINK"), ValueGroup("MUSTY_BROWN_WHITE_YELLOW", "MUSTY_BROWN_WHITE_WHITE", "MUSTY_CINNAMON_WHITE_YELLOW", "MUSTY_CINNAMON_WHITE_WHITE", "MUSTY_RED_WHITE_WHITE", "MUSTY_RED_WHITE_YELLOW")), Frequencies(2272, 0, 0, 0, 0, 0, 1668, 0, 0, 0, 430, 281, 0, 0, 0, 0, 0, 593, 0, 0, 44, 0, 295, 0, 0, 41, 234, 0, 0, 0, 0, 0, 0, 37, 0, 0, 0, 0, 0, 33)) ; // DataGrid(RingType, MultiClass) +Unused Structure(DataGrid) PPopulation = DataGrid(ValueGroups(ValueGroup("SEVERAL"), ValueGroup("SOLITARY"), ValueGroup("SCATTERED"), ValueGroup("ABUNDANT"), ValueGroup("NUMEROUS"), ValueGroup("CLUSTERED", " * ")), ValueGroups(ValueGroup("FOUL_YELLOW_CHOCOLATE_CHOCOLATE", "FOUL_YELLOW_CHOCOLATE_PINK", "FOUL_YELLOW_CHOCOLATE_GRAY", "FOUL_GRAY_CHOCOLATE_GRAY", "NONE_GRAY_BROWN_PURPLE", "NONE_RED_BROWN_WHITE", "NONE_GRAY_BLACK_WHITE", "NONE_RED_BROWN_PINK", "NONE_GRAY_BROWN_WHITE", "NONE_BROWN_BLACK_PURPLE", "NONE_RED_BROWN_BROWN", "NONE_BROWN_BROWN_WHITE", "NONE_BROWN_BLACK_WHITE", "NONE_BROWN_BROWN_PURPLE", "NONE_GRAY_BLACK_PURPLE", "NONE_RED_BLACK_BROWN", "NONE_RED_BLACK_PURPLE", "NONE_RED_BLACK_WHITE", "NONE_RED_BROWN_PURPLE", "NONE_RED_BLACK_PINK", "NONE_BROWN_BROWN_GRAY", "NONE_GRAY_BLACK_GRAY", "NONE_BROWN_BLACK_GRAY", "NONE_GREEN_CHOCOLATE_CHOCOLATE", "NONE_PURPLE_CHOCOLATE_CHOCOLATE", "NONE_PURPLE_CHOCOLATE_PINK", "NONE_WHITE_CHOCOLATE_PURPLE", "NONE_WHITE_CHOCOLATE_WHITE", "NONE_GRAY_BROWN_GRAY", "NONE_WHITE_CHOCOLATE_CHOCOLATE", "NONE_WHITE_CHOCOLATE_PINK"), ValueGroup("FOUL_RED_WHITE_BUFF", "SPICY_BROWN_WHITE_BUFF", "FISHY_RED_WHITE_BUFF", "SPICY_RED_WHITE_BUFF", "FISHY_BROWN_WHITE_BUFF", "FOUL_BROWN_WHITE_BUFF"), ValueGroup("NONE_GRAY_BLACK_PINK", "NONE_GRAY_BLACK_BROWN", "NONE_GRAY_BROWN_PINK", "NONE_GRAY_BROWN_BROWN", "NONE_BROWN_BROWN_PINK", "NONE_BROWN_BLACK_BROWN", "NONE_BROWN_BROWN_BROWN", "NONE_BROWN_BLACK_PINK", "ALMOND_YELLOW_BROWN_PINK", "ANISE_YELLOW_BROWN_PINK"), ValueGroup("NONE_GRAY_BLACK_CHOCOLATE", "NONE_GRAY_BROWN_BLACK", "NONE_GRAY_BROWN_CHOCOLATE", "NONE_GRAY_BLACK_BLACK", "NONE_BROWN_BLACK_BLACK", "NONE_BROWN_BROWN_BLACK", "NONE_WHITE_BROWN_PINK", "NONE_WHITE_BLACK_PINK", "NONE_WHITE_BLACK_BLACK", "NONE_WHITE_BLACK_BROWN", "NONE_WHITE_BROWN_BROWN", "NONE_BROWN_BLACK_CHOCOLATE", "NONE_WHITE_BLACK_CHOCOLATE", "NONE_WHITE_BROWN_BLACK", "NONE_BROWN_BROWN_CHOCOLATE", "NONE_WHITE_BROWN_CHOCOLATE"), ValueGroup("FOUL_BUFF_CHOCOLATE_CHOCOLATE", "FOUL_WHITE_CHOCOLATE_PINK", "FOUL_BUFF_CHOCOLATE_WHITE", "FOUL_BUFF_CHOCOLATE_PINK", "FOUL_WHITE_CHOCOLATE_WHITE", "FOUL_WHITE_CHOCOLATE_CHOCOLATE", "FOUL_GRAY_CHOCOLATE_WHITE", "PUNGENT_BROWN_BLACK_BLACK", "PUNGENT_BROWN_BLACK_BROWN", "PUNGENT_BROWN_BLACK_WHITE", "PUNGENT_BROWN_BROWN_BROWN", "PUNGENT_BROWN_BROWN_WHITE", "PUNGENT_WHITE_BLACK_BROWN", "PUNGENT_WHITE_BROWN_BROWN", "PUNGENT_BROWN_BROWN_PINK", "PUNGENT_WHITE_BLACK_BLACK", "PUNGENT_BROWN_BROWN_BLACK", "PUNGENT_WHITE_BROWN_BLACK", "PUNGENT_WHITE_BROWN_PINK", "PUNGENT_WHITE_BROWN_WHITE", "PUNGENT_WHITE_BLACK_WHITE", "PUNGENT_WHITE_BLACK_PINK", "CREOSOTE_GRAY_BLACK_GRAY", "CREOSOTE_GRAY_BLACK_PURPLE", "CREOSOTE_GRAY_BROWN_GRAY", "CREOSOTE_PINK_BLACK_BROWN", "CREOSOTE_PINK_BROWN_PINK", "CREOSOTE_WHITE_BROWN_GRAY", "PUNGENT_BROWN_BLACK_PINK", "CREOSOTE_GRAY_BLACK_BROWN", "CREOSOTE_GRAY_BLACK_PINK", "CREOSOTE_GRAY_BROWN_BROWN", "CREOSOTE_GRAY_BROWN_PURPLE", "CREOSOTE_PINK_BLACK_GRAY", "CREOSOTE_PINK_BLACK_PURPLE", "CREOSOTE_PINK_BROWN_BROWN", "CREOSOTE_PINK_BROWN_PURPLE", "CREOSOTE_WHITE_BLACK_GRAY", "CREOSOTE_WHITE_BLACK_PURPLE", "CREOSOTE_PINK_BLACK_PINK", "CREOSOTE_WHITE_BLACK_PINK", "CREOSOTE_WHITE_BROWN_PINK", "CREOSOTE_WHITE_BROWN_PURPLE", "CREOSOTE_GRAY_BROWN_PINK", "CREOSOTE_PINK_BROWN_GRAY", "CREOSOTE_WHITE_BROWN_BROWN"), ValueGroup("NONE_WHITE_WHITE_WHITE", "NONE_WHITE_WHITE_PINK", "NONE_WHITE_WHITE_GRAY", "NONE_GRAY_WHITE_GRAY", "NONE_GRAY_WHITE_PINK", "ANISE_YELLOW_BLACK_BLACK", "ALMOND_WHITE_BLACK_BLACK", "ANISE_WHITE_BLACK_BROWN", "ANISE_YELLOW_BROWN_BLACK", "ALMOND_WHITE_BROWN_GRAY", "ALMOND_YELLOW_BLACK_BLACK", "ALMOND_YELLOW_BLACK_GRAY", "ALMOND_WHITE_BLACK_BROWN", "ALMOND_WHITE_BLACK_WHITE", "ALMOND_WHITE_BROWN_BLACK", "ALMOND_YELLOW_BROWN_BLACK", "ANISE_WHITE_BLACK_GRAY", "ANISE_WHITE_BROWN_BLACK", "ANISE_WHITE_BROWN_GRAY", "ANISE_WHITE_BLACK_WHITE", "ANISE_YELLOW_BLACK_GRAY", "ALMOND_WHITE_BLACK_GRAY", "ALMOND_YELLOW_BROWN_GRAY", "ANISE_WHITE_BLACK_BLACK", "ANISE_YELLOW_BROWN_GRAY"), ValueGroup("FOUL_GRAY_CHOCOLATE_CHOCOLATE", "FOUL_GRAY_CHOCOLATE_PINK"), ValueGroup("NONE_BROWN_WHITE_WHITE", "NONE_PINK_WHITE_WHITE", "NONE_BROWN_BUFF_ORANGE", "NONE_BROWN_BUFF_YELLOW", "NONE_BROWN_BROWN_ORANGE", "NONE_BROWN_ORANGE_BROWN", "NONE_BROWN_ORANGE_ORANGE", "NONE_BROWN_BROWN_YELLOW", "NONE_BROWN_YELLOW_YELLOW", "NONE_BROWN_ORANGE_YELLOW", "NONE_BROWN_YELLOW_ORANGE", "NONE_YELLOW_WHITE_WHITE", "NONE_BROWN_BUFF_BROWN", "NONE_BROWN_YELLOW_BROWN"), ValueGroup("NONE_GRAY_WHITE_WHITE", "ALMOND_YELLOW_BROWN_WHITE", "ANISE_YELLOW_BROWN_WHITE", "ALMOND_YELLOW_BLACK_WHITE", "ANISE_YELLOW_BLACK_WHITE", "ALMOND_WHITE_BROWN_WHITE", "ALMOND_YELLOW_BROWN_BROWN", "ANISE_WHITE_BROWN_WHITE", "ANISE_YELLOW_BROWN_BROWN", "ALMOND_WHITE_BROWN_BROWN", "ANISE_WHITE_BROWN_BROWN", "ALMOND_YELLOW_BLACK_BROWN", "ANISE_YELLOW_BLACK_BROWN"), ValueGroup("NONE_BUFF_WHITE_WHITE", "NONE_BUFF_WHITE_RED", "NONE_BROWN_WHITE_RED", "NONE_PINK_WHITE_RED", "NONE_RED_WHITE_RED", "NONE_RED_WHITE_WHITE", "MUSTY_BROWN_WHITE_YELLOW", "MUSTY_BROWN_WHITE_WHITE", "MUSTY_CINNAMON_WHITE_YELLOW", "MUSTY_CINNAMON_WHITE_WHITE", "MUSTY_RED_WHITE_WHITE", "MUSTY_RED_WHITE_YELLOW", "NONE_YELLOW_WHITE_YELLOW"), ValueGroup("NONE_CINNAMON_WHITE_WHITE", "NONE_BUFF_GREEN_GRAY", "NONE_BUFF_GREEN_WHITE", "NONE_PINK_GREEN_GREEN", "NONE_WHITE_GREEN_WHITE", "NONE_WHITE_GREEN_GREEN", "NONE_BUFF_GREEN_GREEN", "NONE_PINK_GREEN_WHITE", "NONE_WHITE_GREEN_GRAY", "ALMOND_WHITE_PURPLE_PINK", "ALMOND_YELLOW_PURPLE_BROWN", "NONE_PINK_GREEN_GRAY", "ALMOND_WHITE_BROWN_PINK", "ALMOND_WHITE_PURPLE_BROWN", "ALMOND_YELLOW_PURPLE_PINK", "ALMOND_YELLOW_PURPLE_WHITE", "ANISE_WHITE_BROWN_PINK", "ANISE_WHITE_PURPLE_PINK", "ANISE_WHITE_PURPLE_WHITE", "ANISE_YELLOW_PURPLE_BROWN", "NONE_GREEN_CHOCOLATE_WHITE", "NONE_PURPLE_CHOCOLATE_PURPLE", "ALMOND_WHITE_PURPLE_WHITE", "ANISE_WHITE_PURPLE_BROWN", "ANISE_YELLOW_PURPLE_PINK", "ANISE_YELLOW_PURPLE_WHITE", "NONE_GREEN_CHOCOLATE_PURPLE", "NONE_PURPLE_CHOCOLATE_WHITE", "NONE_GREEN_CHOCOLATE_PINK", " * "), ValueGroup("ALMOND_YELLOW_BLACK_PINK", "ANISE_BROWN_BLACK_WHITE", "ALMOND_BROWN_BLACK_BROWN", "ALMOND_BROWN_BLACK_PINK", "ALMOND_BROWN_BLACK_WHITE", "ALMOND_BROWN_BROWN_PINK", "ALMOND_BROWN_BROWN_WHITE", "ANISE_BROWN_BLACK_BROWN", "ANISE_BROWN_BLACK_PINK", "ANISE_BROWN_BROWN_BROWN", "ANISE_BROWN_BROWN_WHITE", "ALMOND_BROWN_BROWN_BROWN", "ANISE_BROWN_BROWN_PINK", "ANISE_YELLOW_BLACK_PINK", "CREOSOTE_WHITE_BLACK_BROWN")), Frequencies(732, 729, 0, 0, 0, 0, 1241, 0, 0, 0, 0, 0, 220, 218, 141, 145, 0, 4, 9, 8, 235, 221, 0, 0, 240, 0, 227, 0, 0, 0, 0, 0, 206, 0, 197, 5, 180, 139, 20, 0, 0, 0, 122, 13, 0, 0, 0, 100, 24, 23, 97, 0, 87, 0, 0, 0, 0, 0, 0, 135, 122, 7, 0, 0, 0, 0, 0, 41, 40, 0, 0, 0)) ; // DataGrid(Population, MultiClass) +Unused Structure(DataGrid) PHabitat = DataGrid(ValueGroups(ValueGroup("WOODS"), ValueGroup("GRASSES"), ValueGroup("PATHS"), ValueGroup("LEAVES"), ValueGroup("URBAN"), ValueGroup("MEADOWS"), ValueGroup("WASTE", " * ")), ValueGroups(ValueGroup("FOUL_RED_WHITE_BUFF", "SPICY_BROWN_WHITE_BUFF", "FISHY_RED_WHITE_BUFF", "SPICY_RED_WHITE_BUFF", "FISHY_BROWN_WHITE_BUFF", "FOUL_BROWN_WHITE_BUFF", "NONE_YELLOW_WHITE_WHITE"), ValueGroup("FOUL_GRAY_CHOCOLATE_CHOCOLATE", "FOUL_GRAY_CHOCOLATE_PINK", "FOUL_YELLOW_CHOCOLATE_CHOCOLATE", "FOUL_YELLOW_CHOCOLATE_PINK", "FOUL_YELLOW_CHOCOLATE_GRAY", "FOUL_GRAY_CHOCOLATE_GRAY", "ALMOND_YELLOW_BROWN_PINK", "ANISE_YELLOW_BROWN_PINK"), ValueGroup("NONE_GRAY_BROWN_PURPLE", "NONE_RED_BROWN_WHITE", "NONE_GRAY_BLACK_WHITE", "NONE_RED_BROWN_PINK", "NONE_GRAY_BROWN_WHITE", "NONE_BROWN_BLACK_PURPLE", "NONE_RED_BROWN_BROWN", "NONE_BROWN_BROWN_WHITE", "NONE_BROWN_BLACK_WHITE", "NONE_BROWN_BROWN_PURPLE", "NONE_GRAY_BLACK_PURPLE", "NONE_RED_BLACK_BROWN", "NONE_RED_BLACK_PURPLE", "NONE_RED_BLACK_WHITE", "NONE_RED_BROWN_PURPLE", "NONE_RED_BLACK_PINK"), ValueGroup("NONE_GRAY_BLACK_PINK", "NONE_GRAY_BLACK_BROWN", "NONE_GRAY_BROWN_PINK", "NONE_GRAY_BROWN_BROWN", "NONE_BROWN_BROWN_PINK", "NONE_BROWN_BLACK_BROWN", "NONE_BROWN_BROWN_BROWN", "NONE_BROWN_BLACK_PINK"), ValueGroup("NONE_GRAY_BLACK_CHOCOLATE", "NONE_GRAY_BROWN_BLACK", "NONE_GRAY_BROWN_CHOCOLATE", "NONE_GRAY_BLACK_BLACK", "NONE_WHITE_WHITE_WHITE", "NONE_WHITE_WHITE_PINK", "NONE_WHITE_WHITE_GRAY", "NONE_GRAY_WHITE_GRAY", "NONE_GRAY_WHITE_PINK", "NONE_BROWN_BLACK_BLACK", "NONE_BROWN_BROWN_BLACK", "NONE_WHITE_BROWN_PINK", "NONE_WHITE_BLACK_PINK", "NONE_WHITE_BLACK_BLACK", "NONE_WHITE_BLACK_BROWN", "NONE_WHITE_BROWN_BROWN", "NONE_BROWN_BLACK_CHOCOLATE", "NONE_WHITE_BLACK_CHOCOLATE", "NONE_WHITE_BROWN_BLACK", "NONE_BROWN_BROWN_CHOCOLATE", "NONE_WHITE_BROWN_CHOCOLATE"), ValueGroup("FOUL_BUFF_CHOCOLATE_CHOCOLATE", "FOUL_WHITE_CHOCOLATE_PINK", "FOUL_BUFF_CHOCOLATE_WHITE", "FOUL_BUFF_CHOCOLATE_PINK", "FOUL_WHITE_CHOCOLATE_WHITE", "FOUL_WHITE_CHOCOLATE_CHOCOLATE", "FOUL_GRAY_CHOCOLATE_WHITE", "PUNGENT_BROWN_BLACK_BLACK", "PUNGENT_BROWN_BLACK_BROWN", "PUNGENT_BROWN_BLACK_WHITE", "PUNGENT_BROWN_BROWN_BROWN", "PUNGENT_BROWN_BROWN_WHITE", "PUNGENT_WHITE_BLACK_BROWN", "PUNGENT_WHITE_BROWN_BROWN", "PUNGENT_BROWN_BROWN_PINK", "PUNGENT_WHITE_BLACK_BLACK", "PUNGENT_BROWN_BROWN_BLACK", "PUNGENT_WHITE_BROWN_BLACK", "PUNGENT_WHITE_BROWN_PINK", "PUNGENT_WHITE_BROWN_WHITE", "PUNGENT_WHITE_BLACK_WHITE", "PUNGENT_WHITE_BLACK_PINK", "PUNGENT_BROWN_BLACK_PINK", "NONE_BROWN_BROWN_GRAY", "NONE_GRAY_BLACK_GRAY", "NONE_BROWN_BLACK_GRAY", "NONE_GRAY_BROWN_GRAY"), ValueGroup("ANISE_YELLOW_BLACK_BLACK", "ALMOND_WHITE_BLACK_BLACK", "ANISE_WHITE_BLACK_BROWN", "ANISE_YELLOW_BROWN_BLACK", "ALMOND_WHITE_BROWN_GRAY", "ALMOND_YELLOW_BLACK_BLACK", "ALMOND_YELLOW_BLACK_GRAY", "ALMOND_WHITE_BLACK_BROWN", "ALMOND_WHITE_BLACK_WHITE", "ALMOND_WHITE_BROWN_BLACK", "ALMOND_YELLOW_BROWN_BLACK", "ANISE_WHITE_BLACK_GRAY", "ANISE_WHITE_BROWN_BLACK", "ANISE_WHITE_BROWN_GRAY", "ANISE_WHITE_BLACK_WHITE", "ANISE_YELLOW_BLACK_GRAY", "ALMOND_WHITE_BLACK_GRAY", "ALMOND_YELLOW_BROWN_GRAY", "ANISE_WHITE_BLACK_BLACK", "ANISE_YELLOW_BROWN_GRAY", "NONE_BUFF_GREEN_GRAY", "NONE_BUFF_GREEN_WHITE", "NONE_PINK_GREEN_GREEN", "NONE_WHITE_GREEN_WHITE", "NONE_WHITE_GREEN_GREEN", "NONE_BUFF_GREEN_GREEN", "NONE_PINK_GREEN_WHITE", "NONE_WHITE_GREEN_GRAY", "NONE_PINK_GREEN_GRAY"), ValueGroup("MUSTY_BROWN_WHITE_YELLOW", "MUSTY_BROWN_WHITE_WHITE", "CREOSOTE_GRAY_BLACK_GRAY", "CREOSOTE_GRAY_BLACK_PURPLE", "CREOSOTE_GRAY_BROWN_GRAY", "CREOSOTE_PINK_BLACK_BROWN", "CREOSOTE_PINK_BROWN_PINK", "CREOSOTE_WHITE_BROWN_GRAY", "CREOSOTE_GRAY_BLACK_BROWN", "CREOSOTE_GRAY_BLACK_PINK", "CREOSOTE_GRAY_BROWN_BROWN", "CREOSOTE_GRAY_BROWN_PURPLE", "CREOSOTE_PINK_BLACK_GRAY", "CREOSOTE_PINK_BLACK_PURPLE", "CREOSOTE_PINK_BROWN_BROWN", "CREOSOTE_PINK_BROWN_PURPLE", "CREOSOTE_WHITE_BLACK_GRAY", "CREOSOTE_WHITE_BLACK_PURPLE", "CREOSOTE_PINK_BLACK_PINK", "CREOSOTE_WHITE_BLACK_PINK", "CREOSOTE_WHITE_BROWN_PINK", "CREOSOTE_WHITE_BROWN_PURPLE", "MUSTY_CINNAMON_WHITE_YELLOW", "ALMOND_WHITE_PURPLE_PINK", "ALMOND_YELLOW_PURPLE_BROWN", "CREOSOTE_GRAY_BROWN_PINK", "CREOSOTE_PINK_BROWN_GRAY", "CREOSOTE_WHITE_BLACK_BROWN", "CREOSOTE_WHITE_BROWN_BROWN", "MUSTY_CINNAMON_WHITE_WHITE", "NONE_GREEN_CHOCOLATE_CHOCOLATE", "NONE_PURPLE_CHOCOLATE_CHOCOLATE", "NONE_PURPLE_CHOCOLATE_PINK", "NONE_WHITE_CHOCOLATE_PURPLE", "NONE_WHITE_CHOCOLATE_WHITE", "ALMOND_WHITE_BROWN_PINK", "ALMOND_WHITE_PURPLE_BROWN", "ALMOND_YELLOW_PURPLE_PINK", "ALMOND_YELLOW_PURPLE_WHITE", "ANISE_WHITE_BROWN_PINK", "ANISE_WHITE_PURPLE_PINK", "ANISE_WHITE_PURPLE_WHITE", "ANISE_YELLOW_PURPLE_BROWN", "MUSTY_RED_WHITE_WHITE", "MUSTY_RED_WHITE_YELLOW", "NONE_GREEN_CHOCOLATE_WHITE", "NONE_PURPLE_CHOCOLATE_PURPLE", "NONE_WHITE_CHOCOLATE_CHOCOLATE", "NONE_WHITE_CHOCOLATE_PINK", "ALMOND_WHITE_PURPLE_WHITE", "ANISE_WHITE_PURPLE_BROWN", "ANISE_YELLOW_PURPLE_PINK", "ANISE_YELLOW_PURPLE_WHITE", "NONE_GREEN_CHOCOLATE_PURPLE", "NONE_PURPLE_CHOCOLATE_WHITE", "NONE_GREEN_CHOCOLATE_PINK", " * "), ValueGroup("ALMOND_YELLOW_BROWN_WHITE", "ANISE_YELLOW_BROWN_WHITE", "ALMOND_YELLOW_BLACK_WHITE", "ANISE_YELLOW_BLACK_WHITE", "ALMOND_WHITE_BROWN_WHITE", "ALMOND_YELLOW_BROWN_BROWN", "ANISE_WHITE_BROWN_WHITE", "ANISE_YELLOW_BROWN_BROWN", "ALMOND_WHITE_BROWN_BROWN", "ANISE_WHITE_BROWN_BROWN", "ALMOND_YELLOW_BLACK_BROWN", "ANISE_YELLOW_BLACK_BROWN"), ValueGroup("NONE_CINNAMON_WHITE_WHITE", "NONE_BROWN_BUFF_ORANGE", "NONE_BROWN_BUFF_YELLOW", "NONE_BROWN_BROWN_ORANGE", "NONE_BROWN_ORANGE_BROWN", "NONE_BROWN_ORANGE_ORANGE", "NONE_BROWN_BROWN_YELLOW", "NONE_BROWN_YELLOW_YELLOW", "NONE_BROWN_ORANGE_YELLOW", "NONE_BROWN_YELLOW_ORANGE", "NONE_BROWN_BUFF_BROWN", "NONE_BROWN_YELLOW_BROWN", "NONE_YELLOW_WHITE_YELLOW"), ValueGroup("NONE_BUFF_WHITE_WHITE", "NONE_PINK_WHITE_WHITE", "NONE_BUFF_WHITE_RED", "NONE_BROWN_WHITE_RED", "NONE_PINK_WHITE_RED", "NONE_RED_WHITE_RED", "NONE_RED_WHITE_WHITE"), ValueGroup("NONE_GRAY_WHITE_WHITE", "ALMOND_YELLOW_BLACK_PINK", "ANISE_BROWN_BLACK_WHITE", "ALMOND_BROWN_BLACK_BROWN", "ALMOND_BROWN_BLACK_PINK", "ALMOND_BROWN_BLACK_WHITE", "ALMOND_BROWN_BROWN_PINK", "ALMOND_BROWN_BROWN_WHITE", "ANISE_BROWN_BLACK_BROWN", "ANISE_BROWN_BLACK_PINK", "ANISE_BROWN_BROWN_BROWN", "ANISE_BROWN_BROWN_WHITE", "ALMOND_BROWN_BROWN_BROWN", "ANISE_BROWN_BROWN_PINK", "ANISE_YELLOW_BLACK_PINK"), ValueGroup("NONE_BROWN_WHITE_WHITE")), Frequencies(418, 0, 415, 419, 0, 0, 0, 309, 312, 303, 0, 25, 0, 0, 825, 0, 0, 0, 0, 0, 0, 385, 281, 0, 11, 34, 0, 0, 0, 618, 0, 5, 17, 0, 0, 0, 175, 0, 0, 175, 0, 0, 0, 144, 0, 0, 0, 152, 0, 248, 0, 0, 0, 0, 0, 0, 23, 79, 20, 0, 0, 68, 0, 0, 0, 5, 151, 0, 0, 0, 0, 0, 6, 0, 0, 0, 112, 0, 75, 43, 0, 0, 0, 0, 16, 0, 7, 35, 0, 0, 17)) ; // DataGrid(Habitat, MultiClass) +Unused Structure(Classifier) SNBMultiClass = SNBClassifier(Vector(0.2502441406, 0.1838378906, 0.1057128906, 0.2580566406, 0.07836914063, 0.07836914063, 0.1701660156, 0.1467285156, 0.1525878906, 0.03735351563, 0.1252441406), DataGridStats(PClass, Class), DataGridStats(PGillSize, GillSize), DataGridStats(PStalkShape, StalkShape), DataGridStats(PStalkRoot, StalkRoot), DataGridStats(PStalkSurfaceBelowRing, StalkSurfaceBelowRing), DataGridStats(PStalkColorAboveRing, StalkColorAboveRing), DataGridStats(PStalkColorBelowRing, StalkColorBelowRing), DataGridStats(PRingNumber, RingNumber), DataGridStats(PRingType, RingType), DataGridStats(PPopulation, Population), DataGridStats(PHabitat, Habitat), VMultiClass) ; + Categorical PredictedMultiClass = TargetValue(SNBMultiClass) ; +Unused Numerical ScoreMultiClass = TargetProb(SNBMultiClass) ; + Numerical ProbMultiClassALMOND_BROWN_BLACK_BROWN = TargetProbAt(SNBMultiClass, "ALMOND_BROWN_BLACK_BROWN") ; + Numerical ProbMultiClassALMOND_BROWN_BLACK_PINK = TargetProbAt(SNBMultiClass, "ALMOND_BROWN_BLACK_PINK") ; + Numerical ProbMultiClassALMOND_BROWN_BLACK_WHITE = TargetProbAt(SNBMultiClass, "ALMOND_BROWN_BLACK_WHITE") ; + Numerical ProbMultiClassALMOND_BROWN_BROWN_BROWN = TargetProbAt(SNBMultiClass, "ALMOND_BROWN_BROWN_BROWN") ; + Numerical ProbMultiClassALMOND_BROWN_BROWN_PINK = TargetProbAt(SNBMultiClass, "ALMOND_BROWN_BROWN_PINK") ; + Numerical ProbMultiClassALMOND_BROWN_BROWN_WHITE = TargetProbAt(SNBMultiClass, "ALMOND_BROWN_BROWN_WHITE") ; + Numerical ProbMultiClassALMOND_WHITE_BLACK_BLACK = TargetProbAt(SNBMultiClass, "ALMOND_WHITE_BLACK_BLACK") ; + Numerical ProbMultiClassALMOND_WHITE_BLACK_BROWN = TargetProbAt(SNBMultiClass, "ALMOND_WHITE_BLACK_BROWN") ; + Numerical ProbMultiClassALMOND_WHITE_BLACK_GRAY = TargetProbAt(SNBMultiClass, "ALMOND_WHITE_BLACK_GRAY") ; + Numerical ProbMultiClassALMOND_WHITE_BLACK_WHITE = TargetProbAt(SNBMultiClass, "ALMOND_WHITE_BLACK_WHITE") ; + Numerical ProbMultiClassALMOND_WHITE_BROWN_BLACK = TargetProbAt(SNBMultiClass, "ALMOND_WHITE_BROWN_BLACK") ; + Numerical ProbMultiClassALMOND_WHITE_BROWN_BROWN = TargetProbAt(SNBMultiClass, "ALMOND_WHITE_BROWN_BROWN") ; + Numerical ProbMultiClassALMOND_WHITE_BROWN_GRAY = TargetProbAt(SNBMultiClass, "ALMOND_WHITE_BROWN_GRAY") ; + Numerical ProbMultiClassALMOND_WHITE_BROWN_PINK = TargetProbAt(SNBMultiClass, "ALMOND_WHITE_BROWN_PINK") ; + Numerical ProbMultiClassALMOND_WHITE_BROWN_WHITE = TargetProbAt(SNBMultiClass, "ALMOND_WHITE_BROWN_WHITE") ; + Numerical ProbMultiClassALMOND_WHITE_PURPLE_BROWN = TargetProbAt(SNBMultiClass, "ALMOND_WHITE_PURPLE_BROWN") ; + Numerical ProbMultiClassALMOND_WHITE_PURPLE_PINK = TargetProbAt(SNBMultiClass, "ALMOND_WHITE_PURPLE_PINK") ; + Numerical ProbMultiClassALMOND_WHITE_PURPLE_WHITE = TargetProbAt(SNBMultiClass, "ALMOND_WHITE_PURPLE_WHITE") ; + Numerical ProbMultiClassALMOND_YELLOW_BLACK_BLACK = TargetProbAt(SNBMultiClass, "ALMOND_YELLOW_BLACK_BLACK") ; + Numerical ProbMultiClassALMOND_YELLOW_BLACK_BROWN = TargetProbAt(SNBMultiClass, "ALMOND_YELLOW_BLACK_BROWN") ; + Numerical ProbMultiClassALMOND_YELLOW_BLACK_GRAY = TargetProbAt(SNBMultiClass, "ALMOND_YELLOW_BLACK_GRAY") ; + Numerical ProbMultiClassALMOND_YELLOW_BLACK_PINK = TargetProbAt(SNBMultiClass, "ALMOND_YELLOW_BLACK_PINK") ; + Numerical ProbMultiClassALMOND_YELLOW_BLACK_WHITE = TargetProbAt(SNBMultiClass, "ALMOND_YELLOW_BLACK_WHITE") ; + Numerical ProbMultiClassALMOND_YELLOW_BROWN_BLACK = TargetProbAt(SNBMultiClass, "ALMOND_YELLOW_BROWN_BLACK") ; + Numerical ProbMultiClassALMOND_YELLOW_BROWN_BROWN = TargetProbAt(SNBMultiClass, "ALMOND_YELLOW_BROWN_BROWN") ; + Numerical ProbMultiClassALMOND_YELLOW_BROWN_GRAY = TargetProbAt(SNBMultiClass, "ALMOND_YELLOW_BROWN_GRAY") ; + Numerical ProbMultiClassALMOND_YELLOW_BROWN_PINK = TargetProbAt(SNBMultiClass, "ALMOND_YELLOW_BROWN_PINK") ; + Numerical ProbMultiClassALMOND_YELLOW_BROWN_WHITE = TargetProbAt(SNBMultiClass, "ALMOND_YELLOW_BROWN_WHITE") ; + Numerical ProbMultiClassALMOND_YELLOW_PURPLE_BROWN = TargetProbAt(SNBMultiClass, "ALMOND_YELLOW_PURPLE_BROWN") ; + Numerical ProbMultiClassALMOND_YELLOW_PURPLE_PINK = TargetProbAt(SNBMultiClass, "ALMOND_YELLOW_PURPLE_PINK") ; + Numerical ProbMultiClassALMOND_YELLOW_PURPLE_WHITE = TargetProbAt(SNBMultiClass, "ALMOND_YELLOW_PURPLE_WHITE") ; + Numerical ProbMultiClassANISE_BROWN_BLACK_BROWN = TargetProbAt(SNBMultiClass, "ANISE_BROWN_BLACK_BROWN") ; + Numerical ProbMultiClassANISE_BROWN_BLACK_PINK = TargetProbAt(SNBMultiClass, "ANISE_BROWN_BLACK_PINK") ; + Numerical ProbMultiClassANISE_BROWN_BLACK_WHITE = TargetProbAt(SNBMultiClass, "ANISE_BROWN_BLACK_WHITE") ; + Numerical ProbMultiClassANISE_BROWN_BROWN_BROWN = TargetProbAt(SNBMultiClass, "ANISE_BROWN_BROWN_BROWN") ; + Numerical ProbMultiClassANISE_BROWN_BROWN_PINK = TargetProbAt(SNBMultiClass, "ANISE_BROWN_BROWN_PINK") ; + Numerical ProbMultiClassANISE_BROWN_BROWN_WHITE = TargetProbAt(SNBMultiClass, "ANISE_BROWN_BROWN_WHITE") ; + Numerical ProbMultiClassANISE_WHITE_BLACK_BLACK = TargetProbAt(SNBMultiClass, "ANISE_WHITE_BLACK_BLACK") ; + Numerical ProbMultiClassANISE_WHITE_BLACK_BROWN = TargetProbAt(SNBMultiClass, "ANISE_WHITE_BLACK_BROWN") ; + Numerical ProbMultiClassANISE_WHITE_BLACK_GRAY = TargetProbAt(SNBMultiClass, "ANISE_WHITE_BLACK_GRAY") ; + Numerical ProbMultiClassANISE_WHITE_BLACK_WHITE = TargetProbAt(SNBMultiClass, "ANISE_WHITE_BLACK_WHITE") ; + Numerical ProbMultiClassANISE_WHITE_BROWN_BLACK = TargetProbAt(SNBMultiClass, "ANISE_WHITE_BROWN_BLACK") ; + Numerical ProbMultiClassANISE_WHITE_BROWN_BROWN = TargetProbAt(SNBMultiClass, "ANISE_WHITE_BROWN_BROWN") ; + Numerical ProbMultiClassANISE_WHITE_BROWN_GRAY = TargetProbAt(SNBMultiClass, "ANISE_WHITE_BROWN_GRAY") ; + Numerical ProbMultiClassANISE_WHITE_BROWN_PINK = TargetProbAt(SNBMultiClass, "ANISE_WHITE_BROWN_PINK") ; + Numerical ProbMultiClassANISE_WHITE_BROWN_WHITE = TargetProbAt(SNBMultiClass, "ANISE_WHITE_BROWN_WHITE") ; + Numerical ProbMultiClassANISE_WHITE_PURPLE_BROWN = TargetProbAt(SNBMultiClass, "ANISE_WHITE_PURPLE_BROWN") ; + Numerical ProbMultiClassANISE_WHITE_PURPLE_PINK = TargetProbAt(SNBMultiClass, "ANISE_WHITE_PURPLE_PINK") ; + Numerical ProbMultiClassANISE_WHITE_PURPLE_WHITE = TargetProbAt(SNBMultiClass, "ANISE_WHITE_PURPLE_WHITE") ; + Numerical ProbMultiClassANISE_YELLOW_BLACK_BLACK = TargetProbAt(SNBMultiClass, "ANISE_YELLOW_BLACK_BLACK") ; + Numerical ProbMultiClassANISE_YELLOW_BLACK_BROWN = TargetProbAt(SNBMultiClass, "ANISE_YELLOW_BLACK_BROWN") ; + Numerical ProbMultiClassANISE_YELLOW_BLACK_GRAY = TargetProbAt(SNBMultiClass, "ANISE_YELLOW_BLACK_GRAY") ; + Numerical ProbMultiClassANISE_YELLOW_BLACK_PINK = TargetProbAt(SNBMultiClass, "ANISE_YELLOW_BLACK_PINK") ; + Numerical ProbMultiClassANISE_YELLOW_BLACK_WHITE = TargetProbAt(SNBMultiClass, "ANISE_YELLOW_BLACK_WHITE") ; + Numerical ProbMultiClassANISE_YELLOW_BROWN_BLACK = TargetProbAt(SNBMultiClass, "ANISE_YELLOW_BROWN_BLACK") ; + Numerical ProbMultiClassANISE_YELLOW_BROWN_BROWN = TargetProbAt(SNBMultiClass, "ANISE_YELLOW_BROWN_BROWN") ; + Numerical ProbMultiClassANISE_YELLOW_BROWN_GRAY = TargetProbAt(SNBMultiClass, "ANISE_YELLOW_BROWN_GRAY") ; + Numerical ProbMultiClassANISE_YELLOW_BROWN_PINK = TargetProbAt(SNBMultiClass, "ANISE_YELLOW_BROWN_PINK") ; + Numerical ProbMultiClassANISE_YELLOW_BROWN_WHITE = TargetProbAt(SNBMultiClass, "ANISE_YELLOW_BROWN_WHITE") ; + Numerical ProbMultiClassANISE_YELLOW_PURPLE_BROWN = TargetProbAt(SNBMultiClass, "ANISE_YELLOW_PURPLE_BROWN") ; + Numerical ProbMultiClassANISE_YELLOW_PURPLE_PINK = TargetProbAt(SNBMultiClass, "ANISE_YELLOW_PURPLE_PINK") ; + Numerical ProbMultiClassANISE_YELLOW_PURPLE_WHITE = TargetProbAt(SNBMultiClass, "ANISE_YELLOW_PURPLE_WHITE") ; + Numerical ProbMultiClassCREOSOTE_GRAY_BLACK_BROWN = TargetProbAt(SNBMultiClass, "CREOSOTE_GRAY_BLACK_BROWN") ; + Numerical ProbMultiClassCREOSOTE_GRAY_BLACK_GRAY = TargetProbAt(SNBMultiClass, "CREOSOTE_GRAY_BLACK_GRAY") ; + Numerical ProbMultiClassCREOSOTE_GRAY_BLACK_PINK = TargetProbAt(SNBMultiClass, "CREOSOTE_GRAY_BLACK_PINK") ; + Numerical ProbMultiClassCREOSOTE_GRAY_BLACK_PURPLE = TargetProbAt(SNBMultiClass, "CREOSOTE_GRAY_BLACK_PURPLE") ; + Numerical ProbMultiClassCREOSOTE_GRAY_BROWN_BROWN = TargetProbAt(SNBMultiClass, "CREOSOTE_GRAY_BROWN_BROWN") ; + Numerical ProbMultiClassCREOSOTE_GRAY_BROWN_GRAY = TargetProbAt(SNBMultiClass, "CREOSOTE_GRAY_BROWN_GRAY") ; + Numerical ProbMultiClassCREOSOTE_GRAY_BROWN_PINK = TargetProbAt(SNBMultiClass, "CREOSOTE_GRAY_BROWN_PINK") ; + Numerical ProbMultiClassCREOSOTE_GRAY_BROWN_PURPLE = TargetProbAt(SNBMultiClass, "CREOSOTE_GRAY_BROWN_PURPLE") ; + Numerical ProbMultiClassCREOSOTE_PINK_BLACK_BROWN = TargetProbAt(SNBMultiClass, "CREOSOTE_PINK_BLACK_BROWN") ; + Numerical ProbMultiClassCREOSOTE_PINK_BLACK_GRAY = TargetProbAt(SNBMultiClass, "CREOSOTE_PINK_BLACK_GRAY") ; + Numerical ProbMultiClassCREOSOTE_PINK_BLACK_PINK = TargetProbAt(SNBMultiClass, "CREOSOTE_PINK_BLACK_PINK") ; + Numerical ProbMultiClassCREOSOTE_PINK_BLACK_PURPLE = TargetProbAt(SNBMultiClass, "CREOSOTE_PINK_BLACK_PURPLE") ; + Numerical ProbMultiClassCREOSOTE_PINK_BROWN_BROWN = TargetProbAt(SNBMultiClass, "CREOSOTE_PINK_BROWN_BROWN") ; + Numerical ProbMultiClassCREOSOTE_PINK_BROWN_GRAY = TargetProbAt(SNBMultiClass, "CREOSOTE_PINK_BROWN_GRAY") ; + Numerical ProbMultiClassCREOSOTE_PINK_BROWN_PINK = TargetProbAt(SNBMultiClass, "CREOSOTE_PINK_BROWN_PINK") ; + Numerical ProbMultiClassCREOSOTE_PINK_BROWN_PURPLE = TargetProbAt(SNBMultiClass, "CREOSOTE_PINK_BROWN_PURPLE") ; + Numerical ProbMultiClassCREOSOTE_WHITE_BLACK_BROWN = TargetProbAt(SNBMultiClass, "CREOSOTE_WHITE_BLACK_BROWN") ; + Numerical ProbMultiClassCREOSOTE_WHITE_BLACK_GRAY = TargetProbAt(SNBMultiClass, "CREOSOTE_WHITE_BLACK_GRAY") ; + Numerical ProbMultiClassCREOSOTE_WHITE_BLACK_PINK = TargetProbAt(SNBMultiClass, "CREOSOTE_WHITE_BLACK_PINK") ; + Numerical ProbMultiClassCREOSOTE_WHITE_BLACK_PURPLE = TargetProbAt(SNBMultiClass, "CREOSOTE_WHITE_BLACK_PURPLE") ; + Numerical ProbMultiClassCREOSOTE_WHITE_BROWN_BROWN = TargetProbAt(SNBMultiClass, "CREOSOTE_WHITE_BROWN_BROWN") ; + Numerical ProbMultiClassCREOSOTE_WHITE_BROWN_GRAY = TargetProbAt(SNBMultiClass, "CREOSOTE_WHITE_BROWN_GRAY") ; + Numerical ProbMultiClassCREOSOTE_WHITE_BROWN_PINK = TargetProbAt(SNBMultiClass, "CREOSOTE_WHITE_BROWN_PINK") ; + Numerical ProbMultiClassCREOSOTE_WHITE_BROWN_PURPLE = TargetProbAt(SNBMultiClass, "CREOSOTE_WHITE_BROWN_PURPLE") ; + Numerical ProbMultiClassFISHY_BROWN_WHITE_BUFF = TargetProbAt(SNBMultiClass, "FISHY_BROWN_WHITE_BUFF") ; + Numerical ProbMultiClassFISHY_RED_WHITE_BUFF = TargetProbAt(SNBMultiClass, "FISHY_RED_WHITE_BUFF") ; + Numerical ProbMultiClassFOUL_BROWN_WHITE_BUFF = TargetProbAt(SNBMultiClass, "FOUL_BROWN_WHITE_BUFF") ; + Numerical ProbMultiClassFOUL_BUFF_CHOCOLATE_CHOCOLATE = TargetProbAt(SNBMultiClass, "FOUL_BUFF_CHOCOLATE_CHOCOLATE") ; + Numerical ProbMultiClassFOUL_BUFF_CHOCOLATE_PINK = TargetProbAt(SNBMultiClass, "FOUL_BUFF_CHOCOLATE_PINK") ; + Numerical ProbMultiClassFOUL_BUFF_CHOCOLATE_WHITE = TargetProbAt(SNBMultiClass, "FOUL_BUFF_CHOCOLATE_WHITE") ; + Numerical ProbMultiClassFOUL_GRAY_CHOCOLATE_CHOCOLATE = TargetProbAt(SNBMultiClass, "FOUL_GRAY_CHOCOLATE_CHOCOLATE") ; + Numerical ProbMultiClassFOUL_GRAY_CHOCOLATE_GRAY = TargetProbAt(SNBMultiClass, "FOUL_GRAY_CHOCOLATE_GRAY") ; + Numerical ProbMultiClassFOUL_GRAY_CHOCOLATE_PINK = TargetProbAt(SNBMultiClass, "FOUL_GRAY_CHOCOLATE_PINK") ; + Numerical ProbMultiClassFOUL_GRAY_CHOCOLATE_WHITE = TargetProbAt(SNBMultiClass, "FOUL_GRAY_CHOCOLATE_WHITE") ; + Numerical ProbMultiClassFOUL_RED_WHITE_BUFF = TargetProbAt(SNBMultiClass, "FOUL_RED_WHITE_BUFF") ; + Numerical ProbMultiClassFOUL_WHITE_CHOCOLATE_CHOCOLATE = TargetProbAt(SNBMultiClass, "FOUL_WHITE_CHOCOLATE_CHOCOLATE") ; + Numerical ProbMultiClassFOUL_WHITE_CHOCOLATE_PINK = TargetProbAt(SNBMultiClass, "FOUL_WHITE_CHOCOLATE_PINK") ; + Numerical ProbMultiClassFOUL_WHITE_CHOCOLATE_WHITE = TargetProbAt(SNBMultiClass, "FOUL_WHITE_CHOCOLATE_WHITE") ; + Numerical ProbMultiClassFOUL_YELLOW_CHOCOLATE_CHOCOLATE = TargetProbAt(SNBMultiClass, "FOUL_YELLOW_CHOCOLATE_CHOCOLATE") ; + Numerical ProbMultiClassFOUL_YELLOW_CHOCOLATE_GRAY = TargetProbAt(SNBMultiClass, "FOUL_YELLOW_CHOCOLATE_GRAY") ; + Numerical ProbMultiClassFOUL_YELLOW_CHOCOLATE_PINK = TargetProbAt(SNBMultiClass, "FOUL_YELLOW_CHOCOLATE_PINK") ; + Numerical ProbMultiClassMUSTY_BROWN_WHITE_WHITE = TargetProbAt(SNBMultiClass, "MUSTY_BROWN_WHITE_WHITE") ; + Numerical ProbMultiClassMUSTY_BROWN_WHITE_YELLOW = TargetProbAt(SNBMultiClass, "MUSTY_BROWN_WHITE_YELLOW") ; + Numerical ProbMultiClassMUSTY_CINNAMON_WHITE_WHITE = TargetProbAt(SNBMultiClass, "MUSTY_CINNAMON_WHITE_WHITE") ; + Numerical ProbMultiClassMUSTY_CINNAMON_WHITE_YELLOW = TargetProbAt(SNBMultiClass, "MUSTY_CINNAMON_WHITE_YELLOW") ; + Numerical ProbMultiClassMUSTY_RED_WHITE_WHITE = TargetProbAt(SNBMultiClass, "MUSTY_RED_WHITE_WHITE") ; + Numerical ProbMultiClassMUSTY_RED_WHITE_YELLOW = TargetProbAt(SNBMultiClass, "MUSTY_RED_WHITE_YELLOW") ; + Numerical ProbMultiClassNONE_BROWN_BLACK_BLACK = TargetProbAt(SNBMultiClass, "NONE_BROWN_BLACK_BLACK") ; + Numerical ProbMultiClassNONE_BROWN_BLACK_BROWN = TargetProbAt(SNBMultiClass, "NONE_BROWN_BLACK_BROWN") ; + Numerical ProbMultiClassNONE_BROWN_BLACK_CHOCOLATE = TargetProbAt(SNBMultiClass, "NONE_BROWN_BLACK_CHOCOLATE") ; + Numerical ProbMultiClassNONE_BROWN_BLACK_GRAY = TargetProbAt(SNBMultiClass, "NONE_BROWN_BLACK_GRAY") ; + Numerical ProbMultiClassNONE_BROWN_BLACK_PINK = TargetProbAt(SNBMultiClass, "NONE_BROWN_BLACK_PINK") ; + Numerical ProbMultiClassNONE_BROWN_BLACK_PURPLE = TargetProbAt(SNBMultiClass, "NONE_BROWN_BLACK_PURPLE") ; + Numerical ProbMultiClassNONE_BROWN_BLACK_WHITE = TargetProbAt(SNBMultiClass, "NONE_BROWN_BLACK_WHITE") ; + Numerical ProbMultiClassNONE_BROWN_BROWN_BLACK = TargetProbAt(SNBMultiClass, "NONE_BROWN_BROWN_BLACK") ; + Numerical ProbMultiClassNONE_BROWN_BROWN_BROWN = TargetProbAt(SNBMultiClass, "NONE_BROWN_BROWN_BROWN") ; + Numerical ProbMultiClassNONE_BROWN_BROWN_CHOCOLATE = TargetProbAt(SNBMultiClass, "NONE_BROWN_BROWN_CHOCOLATE") ; + Numerical ProbMultiClassNONE_BROWN_BROWN_GRAY = TargetProbAt(SNBMultiClass, "NONE_BROWN_BROWN_GRAY") ; + Numerical ProbMultiClassNONE_BROWN_BROWN_ORANGE = TargetProbAt(SNBMultiClass, "NONE_BROWN_BROWN_ORANGE") ; + Numerical ProbMultiClassNONE_BROWN_BROWN_PINK = TargetProbAt(SNBMultiClass, "NONE_BROWN_BROWN_PINK") ; + Numerical ProbMultiClassNONE_BROWN_BROWN_PURPLE = TargetProbAt(SNBMultiClass, "NONE_BROWN_BROWN_PURPLE") ; + Numerical ProbMultiClassNONE_BROWN_BROWN_WHITE = TargetProbAt(SNBMultiClass, "NONE_BROWN_BROWN_WHITE") ; + Numerical ProbMultiClassNONE_BROWN_BROWN_YELLOW = TargetProbAt(SNBMultiClass, "NONE_BROWN_BROWN_YELLOW") ; + Numerical ProbMultiClassNONE_BROWN_BUFF_BROWN = TargetProbAt(SNBMultiClass, "NONE_BROWN_BUFF_BROWN") ; + Numerical ProbMultiClassNONE_BROWN_BUFF_ORANGE = TargetProbAt(SNBMultiClass, "NONE_BROWN_BUFF_ORANGE") ; + Numerical ProbMultiClassNONE_BROWN_BUFF_YELLOW = TargetProbAt(SNBMultiClass, "NONE_BROWN_BUFF_YELLOW") ; + Numerical ProbMultiClassNONE_BROWN_ORANGE_BROWN = TargetProbAt(SNBMultiClass, "NONE_BROWN_ORANGE_BROWN") ; + Numerical ProbMultiClassNONE_BROWN_ORANGE_ORANGE = TargetProbAt(SNBMultiClass, "NONE_BROWN_ORANGE_ORANGE") ; + Numerical ProbMultiClassNONE_BROWN_ORANGE_YELLOW = TargetProbAt(SNBMultiClass, "NONE_BROWN_ORANGE_YELLOW") ; + Numerical ProbMultiClassNONE_BROWN_WHITE_RED = TargetProbAt(SNBMultiClass, "NONE_BROWN_WHITE_RED") ; + Numerical ProbMultiClassNONE_BROWN_WHITE_WHITE = TargetProbAt(SNBMultiClass, "NONE_BROWN_WHITE_WHITE") ; + Numerical ProbMultiClassNONE_BROWN_YELLOW_BROWN = TargetProbAt(SNBMultiClass, "NONE_BROWN_YELLOW_BROWN") ; + Numerical ProbMultiClassNONE_BROWN_YELLOW_ORANGE = TargetProbAt(SNBMultiClass, "NONE_BROWN_YELLOW_ORANGE") ; + Numerical ProbMultiClassNONE_BROWN_YELLOW_YELLOW = TargetProbAt(SNBMultiClass, "NONE_BROWN_YELLOW_YELLOW") ; + Numerical ProbMultiClassNONE_BUFF_GREEN_GRAY = TargetProbAt(SNBMultiClass, "NONE_BUFF_GREEN_GRAY") ; + Numerical ProbMultiClassNONE_BUFF_GREEN_GREEN = TargetProbAt(SNBMultiClass, "NONE_BUFF_GREEN_GREEN") ; + Numerical ProbMultiClassNONE_BUFF_GREEN_WHITE = TargetProbAt(SNBMultiClass, "NONE_BUFF_GREEN_WHITE") ; + Numerical ProbMultiClassNONE_BUFF_WHITE_RED = TargetProbAt(SNBMultiClass, "NONE_BUFF_WHITE_RED") ; + Numerical ProbMultiClassNONE_BUFF_WHITE_WHITE = TargetProbAt(SNBMultiClass, "NONE_BUFF_WHITE_WHITE") ; + Numerical ProbMultiClassNONE_CINNAMON_WHITE_WHITE = TargetProbAt(SNBMultiClass, "NONE_CINNAMON_WHITE_WHITE") ; + Numerical ProbMultiClassNONE_GRAY_BLACK_BLACK = TargetProbAt(SNBMultiClass, "NONE_GRAY_BLACK_BLACK") ; + Numerical ProbMultiClassNONE_GRAY_BLACK_BROWN = TargetProbAt(SNBMultiClass, "NONE_GRAY_BLACK_BROWN") ; + Numerical ProbMultiClassNONE_GRAY_BLACK_CHOCOLATE = TargetProbAt(SNBMultiClass, "NONE_GRAY_BLACK_CHOCOLATE") ; + Numerical ProbMultiClassNONE_GRAY_BLACK_GRAY = TargetProbAt(SNBMultiClass, "NONE_GRAY_BLACK_GRAY") ; + Numerical ProbMultiClassNONE_GRAY_BLACK_PINK = TargetProbAt(SNBMultiClass, "NONE_GRAY_BLACK_PINK") ; + Numerical ProbMultiClassNONE_GRAY_BLACK_PURPLE = TargetProbAt(SNBMultiClass, "NONE_GRAY_BLACK_PURPLE") ; + Numerical ProbMultiClassNONE_GRAY_BLACK_WHITE = TargetProbAt(SNBMultiClass, "NONE_GRAY_BLACK_WHITE") ; + Numerical ProbMultiClassNONE_GRAY_BROWN_BLACK = TargetProbAt(SNBMultiClass, "NONE_GRAY_BROWN_BLACK") ; + Numerical ProbMultiClassNONE_GRAY_BROWN_BROWN = TargetProbAt(SNBMultiClass, "NONE_GRAY_BROWN_BROWN") ; + Numerical ProbMultiClassNONE_GRAY_BROWN_CHOCOLATE = TargetProbAt(SNBMultiClass, "NONE_GRAY_BROWN_CHOCOLATE") ; + Numerical ProbMultiClassNONE_GRAY_BROWN_GRAY = TargetProbAt(SNBMultiClass, "NONE_GRAY_BROWN_GRAY") ; + Numerical ProbMultiClassNONE_GRAY_BROWN_PINK = TargetProbAt(SNBMultiClass, "NONE_GRAY_BROWN_PINK") ; + Numerical ProbMultiClassNONE_GRAY_BROWN_PURPLE = TargetProbAt(SNBMultiClass, "NONE_GRAY_BROWN_PURPLE") ; + Numerical ProbMultiClassNONE_GRAY_BROWN_WHITE = TargetProbAt(SNBMultiClass, "NONE_GRAY_BROWN_WHITE") ; + Numerical ProbMultiClassNONE_GRAY_WHITE_GRAY = TargetProbAt(SNBMultiClass, "NONE_GRAY_WHITE_GRAY") ; + Numerical ProbMultiClassNONE_GRAY_WHITE_PINK = TargetProbAt(SNBMultiClass, "NONE_GRAY_WHITE_PINK") ; + Numerical ProbMultiClassNONE_GRAY_WHITE_WHITE = TargetProbAt(SNBMultiClass, "NONE_GRAY_WHITE_WHITE") ; + Numerical ProbMultiClassNONE_GREEN_CHOCOLATE_CHOCOLATE = TargetProbAt(SNBMultiClass, "NONE_GREEN_CHOCOLATE_CHOCOLATE") ; + Numerical ProbMultiClassNONE_GREEN_CHOCOLATE_PINK = TargetProbAt(SNBMultiClass, "NONE_GREEN_CHOCOLATE_PINK") ; + Numerical ProbMultiClassNONE_GREEN_CHOCOLATE_PURPLE = TargetProbAt(SNBMultiClass, "NONE_GREEN_CHOCOLATE_PURPLE") ; + Numerical ProbMultiClassNONE_GREEN_CHOCOLATE_WHITE = TargetProbAt(SNBMultiClass, "NONE_GREEN_CHOCOLATE_WHITE") ; + Numerical ProbMultiClassNONE_PINK_GREEN_GRAY = TargetProbAt(SNBMultiClass, "NONE_PINK_GREEN_GRAY") ; + Numerical ProbMultiClassNONE_PINK_GREEN_GREEN = TargetProbAt(SNBMultiClass, "NONE_PINK_GREEN_GREEN") ; + Numerical ProbMultiClassNONE_PINK_GREEN_WHITE = TargetProbAt(SNBMultiClass, "NONE_PINK_GREEN_WHITE") ; + Numerical ProbMultiClassNONE_PINK_WHITE_RED = TargetProbAt(SNBMultiClass, "NONE_PINK_WHITE_RED") ; + Numerical ProbMultiClassNONE_PINK_WHITE_WHITE = TargetProbAt(SNBMultiClass, "NONE_PINK_WHITE_WHITE") ; + Numerical ProbMultiClassNONE_PURPLE_CHOCOLATE_CHOCOLATE = TargetProbAt(SNBMultiClass, "NONE_PURPLE_CHOCOLATE_CHOCOLATE") ; + Numerical ProbMultiClassNONE_PURPLE_CHOCOLATE_PINK = TargetProbAt(SNBMultiClass, "NONE_PURPLE_CHOCOLATE_PINK") ; + Numerical ProbMultiClassNONE_PURPLE_CHOCOLATE_PURPLE = TargetProbAt(SNBMultiClass, "NONE_PURPLE_CHOCOLATE_PURPLE") ; + Numerical ProbMultiClassNONE_PURPLE_CHOCOLATE_WHITE = TargetProbAt(SNBMultiClass, "NONE_PURPLE_CHOCOLATE_WHITE") ; + Numerical ProbMultiClassNONE_RED_BLACK_BROWN = TargetProbAt(SNBMultiClass, "NONE_RED_BLACK_BROWN") ; + Numerical ProbMultiClassNONE_RED_BLACK_PINK = TargetProbAt(SNBMultiClass, "NONE_RED_BLACK_PINK") ; + Numerical ProbMultiClassNONE_RED_BLACK_PURPLE = TargetProbAt(SNBMultiClass, "NONE_RED_BLACK_PURPLE") ; + Numerical ProbMultiClassNONE_RED_BLACK_WHITE = TargetProbAt(SNBMultiClass, "NONE_RED_BLACK_WHITE") ; + Numerical ProbMultiClassNONE_RED_BROWN_BROWN = TargetProbAt(SNBMultiClass, "NONE_RED_BROWN_BROWN") ; + Numerical ProbMultiClassNONE_RED_BROWN_PINK = TargetProbAt(SNBMultiClass, "NONE_RED_BROWN_PINK") ; + Numerical ProbMultiClassNONE_RED_BROWN_PURPLE = TargetProbAt(SNBMultiClass, "NONE_RED_BROWN_PURPLE") ; + Numerical ProbMultiClassNONE_RED_BROWN_WHITE = TargetProbAt(SNBMultiClass, "NONE_RED_BROWN_WHITE") ; + Numerical ProbMultiClassNONE_RED_WHITE_RED = TargetProbAt(SNBMultiClass, "NONE_RED_WHITE_RED") ; + Numerical ProbMultiClassNONE_RED_WHITE_WHITE = TargetProbAt(SNBMultiClass, "NONE_RED_WHITE_WHITE") ; + Numerical ProbMultiClassNONE_WHITE_BLACK_BLACK = TargetProbAt(SNBMultiClass, "NONE_WHITE_BLACK_BLACK") ; + Numerical ProbMultiClassNONE_WHITE_BLACK_BROWN = TargetProbAt(SNBMultiClass, "NONE_WHITE_BLACK_BROWN") ; + Numerical ProbMultiClassNONE_WHITE_BLACK_CHOCOLATE = TargetProbAt(SNBMultiClass, "NONE_WHITE_BLACK_CHOCOLATE") ; + Numerical ProbMultiClassNONE_WHITE_BLACK_PINK = TargetProbAt(SNBMultiClass, "NONE_WHITE_BLACK_PINK") ; + Numerical ProbMultiClassNONE_WHITE_BROWN_BLACK = TargetProbAt(SNBMultiClass, "NONE_WHITE_BROWN_BLACK") ; + Numerical ProbMultiClassNONE_WHITE_BROWN_BROWN = TargetProbAt(SNBMultiClass, "NONE_WHITE_BROWN_BROWN") ; + Numerical ProbMultiClassNONE_WHITE_BROWN_CHOCOLATE = TargetProbAt(SNBMultiClass, "NONE_WHITE_BROWN_CHOCOLATE") ; + Numerical ProbMultiClassNONE_WHITE_BROWN_PINK = TargetProbAt(SNBMultiClass, "NONE_WHITE_BROWN_PINK") ; + Numerical ProbMultiClassNONE_WHITE_CHOCOLATE_CHOCOLATE = TargetProbAt(SNBMultiClass, "NONE_WHITE_CHOCOLATE_CHOCOLATE") ; + Numerical ProbMultiClassNONE_WHITE_CHOCOLATE_PINK = TargetProbAt(SNBMultiClass, "NONE_WHITE_CHOCOLATE_PINK") ; + Numerical ProbMultiClassNONE_WHITE_CHOCOLATE_PURPLE = TargetProbAt(SNBMultiClass, "NONE_WHITE_CHOCOLATE_PURPLE") ; + Numerical ProbMultiClassNONE_WHITE_CHOCOLATE_WHITE = TargetProbAt(SNBMultiClass, "NONE_WHITE_CHOCOLATE_WHITE") ; + Numerical ProbMultiClassNONE_WHITE_GREEN_GRAY = TargetProbAt(SNBMultiClass, "NONE_WHITE_GREEN_GRAY") ; + Numerical ProbMultiClassNONE_WHITE_GREEN_GREEN = TargetProbAt(SNBMultiClass, "NONE_WHITE_GREEN_GREEN") ; + Numerical ProbMultiClassNONE_WHITE_GREEN_WHITE = TargetProbAt(SNBMultiClass, "NONE_WHITE_GREEN_WHITE") ; + Numerical ProbMultiClassNONE_WHITE_WHITE_GRAY = TargetProbAt(SNBMultiClass, "NONE_WHITE_WHITE_GRAY") ; + Numerical ProbMultiClassNONE_WHITE_WHITE_PINK = TargetProbAt(SNBMultiClass, "NONE_WHITE_WHITE_PINK") ; + Numerical ProbMultiClassNONE_WHITE_WHITE_WHITE = TargetProbAt(SNBMultiClass, "NONE_WHITE_WHITE_WHITE") ; + Numerical ProbMultiClassNONE_YELLOW_WHITE_WHITE = TargetProbAt(SNBMultiClass, "NONE_YELLOW_WHITE_WHITE") ; + Numerical ProbMultiClassNONE_YELLOW_WHITE_YELLOW = TargetProbAt(SNBMultiClass, "NONE_YELLOW_WHITE_YELLOW") ; + Numerical ProbMultiClassPUNGENT_BROWN_BLACK_BLACK = TargetProbAt(SNBMultiClass, "PUNGENT_BROWN_BLACK_BLACK") ; + Numerical ProbMultiClassPUNGENT_BROWN_BLACK_BROWN = TargetProbAt(SNBMultiClass, "PUNGENT_BROWN_BLACK_BROWN") ; + Numerical ProbMultiClassPUNGENT_BROWN_BLACK_PINK = TargetProbAt(SNBMultiClass, "PUNGENT_BROWN_BLACK_PINK") ; + Numerical ProbMultiClassPUNGENT_BROWN_BLACK_WHITE = TargetProbAt(SNBMultiClass, "PUNGENT_BROWN_BLACK_WHITE") ; + Numerical ProbMultiClassPUNGENT_BROWN_BROWN_BLACK = TargetProbAt(SNBMultiClass, "PUNGENT_BROWN_BROWN_BLACK") ; + Numerical ProbMultiClassPUNGENT_BROWN_BROWN_BROWN = TargetProbAt(SNBMultiClass, "PUNGENT_BROWN_BROWN_BROWN") ; + Numerical ProbMultiClassPUNGENT_BROWN_BROWN_PINK = TargetProbAt(SNBMultiClass, "PUNGENT_BROWN_BROWN_PINK") ; + Numerical ProbMultiClassPUNGENT_BROWN_BROWN_WHITE = TargetProbAt(SNBMultiClass, "PUNGENT_BROWN_BROWN_WHITE") ; + Numerical ProbMultiClassPUNGENT_WHITE_BLACK_BLACK = TargetProbAt(SNBMultiClass, "PUNGENT_WHITE_BLACK_BLACK") ; + Numerical ProbMultiClassPUNGENT_WHITE_BLACK_BROWN = TargetProbAt(SNBMultiClass, "PUNGENT_WHITE_BLACK_BROWN") ; + Numerical ProbMultiClassPUNGENT_WHITE_BLACK_PINK = TargetProbAt(SNBMultiClass, "PUNGENT_WHITE_BLACK_PINK") ; + Numerical ProbMultiClassPUNGENT_WHITE_BLACK_WHITE = TargetProbAt(SNBMultiClass, "PUNGENT_WHITE_BLACK_WHITE") ; + Numerical ProbMultiClassPUNGENT_WHITE_BROWN_BLACK = TargetProbAt(SNBMultiClass, "PUNGENT_WHITE_BROWN_BLACK") ; + Numerical ProbMultiClassPUNGENT_WHITE_BROWN_BROWN = TargetProbAt(SNBMultiClass, "PUNGENT_WHITE_BROWN_BROWN") ; + Numerical ProbMultiClassPUNGENT_WHITE_BROWN_PINK = TargetProbAt(SNBMultiClass, "PUNGENT_WHITE_BROWN_PINK") ; + Numerical ProbMultiClassPUNGENT_WHITE_BROWN_WHITE = TargetProbAt(SNBMultiClass, "PUNGENT_WHITE_BROWN_WHITE") ; + Numerical ProbMultiClassSPICY_BROWN_WHITE_BUFF = TargetProbAt(SNBMultiClass, "SPICY_BROWN_WHITE_BUFF") ; + Numerical ProbMultiClassSPICY_RED_WHITE_BUFF = TargetProbAt(SNBMultiClass, "SPICY_RED_WHITE_BUFF") ; +}; diff --git a/test/LearningTest/TestKhiops/Standard/MultipleTargetModelingMushroom/results.ref/ModelingReport.xls b/test/LearningTest/TestKhiops/Standard/MultipleTargetModelingMushroom/results.ref/ModelingReport.xls new file mode 100644 index 000000000..ab2f69b7e --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/MultipleTargetModelingMushroom/results.ref/ModelingReport.xls @@ -0,0 +1,42 @@ +#Khiops 10.1.5 +Modeling report + +Dictionary MushroomTest +Target variable MultiClass +Database ../../../datasets/Mushroom/Mushroom.txt +Sample percentage 70 +Sampling mode Include sample +Selection variable +Selection value + + +Trained predictors + +Predictor Variables +Selective Naive Bayes 11 +Univariate StalkRoot 1 + + +-------------------------------------------------------------------------------- + +Trained predictors details + + +Predictor Selective Naive Bayes + +Selected variables +Prepared name Name Level Weight Importance +PStalkRoot StalkRoot 0.221381 0.258057 0.239017 +PClass Class 0.137095 0.250244 0.185222 +PRingType RingType 0.188187 0.152588 0.169455 +PStalkColorBelowRing StalkColorBelowRing 0.134211 0.170166 0.151123 +PHabitat Habitat 0.158244 0.125244 0.14078 +PGillSize GillSize 0.107145 0.183838 0.140347 +PStalkShape StalkShape 0.119838 0.105713 0.112554 +PStalkColorAboveRing StalkColorAboveRing 0.130701 0.0783691 0.101207 +PStalkSurfaceBelowRing StalkSurfaceBelowRing 0.11693 0.0783691 0.0957271 +PRingNumber RingNumber 0.0513687 0.146729 0.0868174 +PPopulation Population 0.13601 0.0373535 0.0712774 + +---------------------------------------------- +Predictor Univariate StalkRoot diff --git a/test/LearningTest/TestKhiops/Standard/MultipleTargetModelingMushroom/results.ref/PreparationReport.xls b/test/LearningTest/TestKhiops/Standard/MultipleTargetModelingMushroom/results.ref/PreparationReport.xls new file mode 100644 index 000000000..b7ab1a195 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/MultipleTargetModelingMushroom/results.ref/PreparationReport.xls @@ -0,0 +1,945 @@ +#Khiops 10.1.5 +Descriptive statistics + + +Problem description +Short description + +Dictionary MushroomTest +Variables + Categorical 20 + Total 20 + +Database ../../../datasets/Mushroom/Mushroom.txt +Sample percentage 70 +Sampling mode Include sample +Selection variable +Selection value +Instances 5928 + +Learning task Classification analysis + +Target variable Categorical MultiClass + +Values 220 +Init. entr. 6.69987 +Mode FOUL_RED_WHITE_BUFF +Mode coverage 221 + +Target variable stats +Value Frequency Coverage +ALMOND_BROWN_BLACK_BROWN 6 0.00101215 +ALMOND_BROWN_BLACK_PINK 6 0.00101215 +ALMOND_BROWN_BLACK_WHITE 6 0.00101215 +ALMOND_BROWN_BROWN_BROWN 4 0.000674764 +ALMOND_BROWN_BROWN_PINK 6 0.00101215 +ALMOND_BROWN_BROWN_WHITE 6 0.00101215 +ALMOND_WHITE_BLACK_BLACK 14 0.00236167 +ALMOND_WHITE_BLACK_BROWN 12 0.00202429 +ALMOND_WHITE_BLACK_GRAY 10 0.00168691 +ALMOND_WHITE_BLACK_WHITE 12 0.00202429 +ALMOND_WHITE_BROWN_BLACK 12 0.00202429 +ALMOND_WHITE_BROWN_BROWN 15 0.00253036 +ALMOND_WHITE_BROWN_GRAY 13 0.00219298 +ALMOND_WHITE_BROWN_PINK 3 0.000506073 +ALMOND_WHITE_BROWN_WHITE 16 0.00269906 +ALMOND_WHITE_PURPLE_BROWN 3 0.000506073 +ALMOND_WHITE_PURPLE_PINK 4 0.000674764 +ALMOND_WHITE_PURPLE_WHITE 2 0.000337382 +ALMOND_YELLOW_BLACK_BLACK 13 0.00219298 +ALMOND_YELLOW_BLACK_BROWN 14 0.00236167 +ALMOND_YELLOW_BLACK_GRAY 13 0.00219298 +ALMOND_YELLOW_BLACK_PINK 8 0.00134953 +ALMOND_YELLOW_BLACK_WHITE 17 0.00286775 +ALMOND_YELLOW_BROWN_BLACK 12 0.00202429 +ALMOND_YELLOW_BROWN_BROWN 16 0.00269906 +ALMOND_YELLOW_BROWN_GRAY 10 0.00168691 +ALMOND_YELLOW_BROWN_PINK 10 0.00168691 +ALMOND_YELLOW_BROWN_WHITE 21 0.00354251 +ALMOND_YELLOW_PURPLE_BROWN 4 0.000674764 +ALMOND_YELLOW_PURPLE_PINK 3 0.000506073 +ALMOND_YELLOW_PURPLE_WHITE 3 0.000506073 +ANISE_BROWN_BLACK_BROWN 5 0.000843455 +ANISE_BROWN_BLACK_PINK 5 0.000843455 +ANISE_BROWN_BLACK_WHITE 7 0.00118084 +ANISE_BROWN_BROWN_BROWN 5 0.000843455 +ANISE_BROWN_BROWN_PINK 4 0.000674764 +ANISE_BROWN_BROWN_WHITE 5 0.000843455 +ANISE_WHITE_BLACK_BLACK 10 0.00168691 +ANISE_WHITE_BLACK_BROWN 14 0.00236167 +ANISE_WHITE_BLACK_GRAY 12 0.00202429 +ANISE_WHITE_BLACK_WHITE 11 0.0018556 +ANISE_WHITE_BROWN_BLACK 12 0.00202429 +ANISE_WHITE_BROWN_BROWN 15 0.00253036 +ANISE_WHITE_BROWN_GRAY 12 0.00202429 +ANISE_WHITE_BROWN_PINK 3 0.000506073 +ANISE_WHITE_BROWN_WHITE 16 0.00269906 +ANISE_WHITE_PURPLE_BROWN 2 0.000337382 +ANISE_WHITE_PURPLE_PINK 3 0.000506073 +ANISE_WHITE_PURPLE_WHITE 3 0.000506073 +ANISE_YELLOW_BLACK_BLACK 15 0.00253036 +ANISE_YELLOW_BLACK_BROWN 8 0.00134953 +ANISE_YELLOW_BLACK_GRAY 11 0.0018556 +ANISE_YELLOW_BLACK_PINK 4 0.000674764 +ANISE_YELLOW_BLACK_WHITE 17 0.00286775 +ANISE_YELLOW_BROWN_BLACK 14 0.00236167 +ANISE_YELLOW_BROWN_BROWN 16 0.00269906 +ANISE_YELLOW_BROWN_GRAY 9 0.00151822 +ANISE_YELLOW_BROWN_PINK 7 0.00118084 +ANISE_YELLOW_BROWN_WHITE 19 0.00320513 +ANISE_YELLOW_PURPLE_BROWN 3 0.000506073 +ANISE_YELLOW_PURPLE_PINK 2 0.000337382 +ANISE_YELLOW_PURPLE_WHITE 2 0.000337382 +CREOSOTE_GRAY_BLACK_BROWN 6 0.00101215 +CREOSOTE_GRAY_BLACK_GRAY 7 0.00118084 +CREOSOTE_GRAY_BLACK_PINK 6 0.00101215 +CREOSOTE_GRAY_BLACK_PURPLE 7 0.00118084 +CREOSOTE_GRAY_BROWN_BROWN 6 0.00101215 +CREOSOTE_GRAY_BROWN_GRAY 7 0.00118084 +CREOSOTE_GRAY_BROWN_PINK 4 0.000674764 +CREOSOTE_GRAY_BROWN_PURPLE 6 0.00101215 +CREOSOTE_PINK_BLACK_BROWN 7 0.00118084 +CREOSOTE_PINK_BLACK_GRAY 6 0.00101215 +CREOSOTE_PINK_BLACK_PINK 5 0.000843455 +CREOSOTE_PINK_BLACK_PURPLE 6 0.00101215 +CREOSOTE_PINK_BROWN_BROWN 6 0.00101215 +CREOSOTE_PINK_BROWN_GRAY 4 0.000674764 +CREOSOTE_PINK_BROWN_PINK 7 0.00118084 +CREOSOTE_PINK_BROWN_PURPLE 6 0.00101215 +CREOSOTE_WHITE_BLACK_BROWN 4 0.000674764 +CREOSOTE_WHITE_BLACK_GRAY 6 0.00101215 +CREOSOTE_WHITE_BLACK_PINK 5 0.000843455 +CREOSOTE_WHITE_BLACK_PURPLE 6 0.00101215 +CREOSOTE_WHITE_BROWN_BROWN 4 0.000674764 +CREOSOTE_WHITE_BROWN_GRAY 7 0.00118084 +CREOSOTE_WHITE_BROWN_PINK 5 0.000843455 +CREOSOTE_WHITE_BROWN_PURPLE 5 0.000843455 +FISHY_BROWN_WHITE_BUFF 206 0.0347503 +FISHY_RED_WHITE_BUFF 208 0.0350877 +FOUL_BROWN_WHITE_BUFF 187 0.0315452 +FOUL_BUFF_CHOCOLATE_CHOCOLATE 25 0.00421727 +FOUL_BUFF_CHOCOLATE_PINK 22 0.0037112 +FOUL_BUFF_CHOCOLATE_WHITE 24 0.00404858 +FOUL_GRAY_CHOCOLATE_CHOCOLATE 173 0.0291835 +FOUL_GRAY_CHOCOLATE_GRAY 144 0.0242915 +FOUL_GRAY_CHOCOLATE_PINK 166 0.0280027 +FOUL_GRAY_CHOCOLATE_WHITE 20 0.00337382 +FOUL_RED_WHITE_BUFF 221 0.0372807 +FOUL_WHITE_CHOCOLATE_CHOCOLATE 21 0.00354251 +FOUL_WHITE_CHOCOLATE_PINK 25 0.00421727 +FOUL_WHITE_CHOCOLATE_WHITE 22 0.0037112 +FOUL_YELLOW_CHOCOLATE_CHOCOLATE 151 0.0254723 +FOUL_YELLOW_CHOCOLATE_GRAY 147 0.0247976 +FOUL_YELLOW_CHOCOLATE_PINK 151 0.0254723 +MUSTY_BROWN_WHITE_WHITE 8 0.00134953 +MUSTY_BROWN_WHITE_YELLOW 10 0.00168691 +MUSTY_CINNAMON_WHITE_WHITE 4 0.000674764 +MUSTY_CINNAMON_WHITE_YELLOW 5 0.000843455 +MUSTY_RED_WHITE_WHITE 3 0.000506073 +MUSTY_RED_WHITE_YELLOW 3 0.000506073 +NONE_BROWN_BLACK_BLACK 30 0.00506073 +NONE_BROWN_BLACK_BROWN 79 0.0133266 +NONE_BROWN_BLACK_CHOCOLATE 20 0.00337382 +NONE_BROWN_BLACK_GRAY 4 0.000674764 +NONE_BROWN_BLACK_PINK 69 0.0116397 +NONE_BROWN_BLACK_PURPLE 53 0.00894062 +NONE_BROWN_BLACK_WHITE 51 0.00860324 +NONE_BROWN_BROWN_BLACK 27 0.00455466 +NONE_BROWN_BROWN_BROWN 79 0.0133266 +NONE_BROWN_BROWN_CHOCOLATE 18 0.00303644 +NONE_BROWN_BROWN_GRAY 5 0.000843455 +NONE_BROWN_BROWN_ORANGE 13 0.00219298 +NONE_BROWN_BROWN_PINK 85 0.0143387 +NONE_BROWN_BROWN_PURPLE 51 0.00860324 +NONE_BROWN_BROWN_WHITE 52 0.00877193 +NONE_BROWN_BROWN_YELLOW 12 0.00202429 +NONE_BROWN_BUFF_BROWN 10 0.00168691 +NONE_BROWN_BUFF_ORANGE 14 0.00236167 +NONE_BROWN_BUFF_YELLOW 14 0.00236167 +NONE_BROWN_ORANGE_BROWN 13 0.00219298 +NONE_BROWN_ORANGE_ORANGE 13 0.00219298 +NONE_BROWN_ORANGE_YELLOW 11 0.0018556 +NONE_BROWN_WHITE_RED 16 0.00269906 +NONE_BROWN_WHITE_WHITE 75 0.0126518 +NONE_BROWN_YELLOW_BROWN 8 0.00134953 +NONE_BROWN_YELLOW_ORANGE 11 0.0018556 +NONE_BROWN_YELLOW_YELLOW 12 0.00202429 +NONE_BUFF_GREEN_GRAY 8 0.00134953 +NONE_BUFF_GREEN_GREEN 5 0.000843455 +NONE_BUFF_GREEN_WHITE 8 0.00134953 +NONE_BUFF_WHITE_RED 17 0.00286775 +NONE_BUFF_WHITE_WHITE 21 0.00354251 +NONE_CINNAMON_WHITE_WHITE 23 0.00387989 +NONE_GRAY_BLACK_BLACK 47 0.00792848 +NONE_GRAY_BLACK_BROWN 102 0.0172065 +NONE_GRAY_BLACK_CHOCOLATE 54 0.00910931 +NONE_GRAY_BLACK_GRAY 5 0.000843455 +NONE_GRAY_BLACK_PINK 104 0.0175439 +NONE_GRAY_BLACK_PURPLE 51 0.00860324 +NONE_GRAY_BLACK_WHITE 55 0.009278 +NONE_GRAY_BROWN_BLACK 53 0.00894062 +NONE_GRAY_BROWN_BROWN 96 0.0161943 +NONE_GRAY_BROWN_CHOCOLATE 49 0.00826586 +NONE_GRAY_BROWN_GRAY 3 0.000506073 +NONE_GRAY_BROWN_PINK 97 0.016363 +NONE_GRAY_BROWN_PURPLE 57 0.00961538 +NONE_GRAY_BROWN_WHITE 54 0.00910931 +NONE_GRAY_WHITE_GRAY 32 0.00539811 +NONE_GRAY_WHITE_PINK 32 0.00539811 +NONE_GRAY_WHITE_WHITE 41 0.00691633 +NONE_GREEN_CHOCOLATE_CHOCOLATE 4 0.000674764 +NONE_GREEN_CHOCOLATE_PINK 1 0.000168691 +NONE_GREEN_CHOCOLATE_PURPLE 2 0.000337382 +NONE_GREEN_CHOCOLATE_WHITE 3 0.000506073 +NONE_PINK_GREEN_GRAY 4 0.000674764 +NONE_PINK_GREEN_GREEN 7 0.00118084 +NONE_PINK_GREEN_WHITE 5 0.000843455 +NONE_PINK_WHITE_RED 16 0.00269906 +NONE_PINK_WHITE_WHITE 18 0.00303644 +NONE_PURPLE_CHOCOLATE_CHOCOLATE 4 0.000674764 +NONE_PURPLE_CHOCOLATE_PINK 4 0.000674764 +NONE_PURPLE_CHOCOLATE_PURPLE 3 0.000506073 +NONE_PURPLE_CHOCOLATE_WHITE 2 0.000337382 +NONE_RED_BLACK_BROWN 50 0.00843455 +NONE_RED_BLACK_PINK 44 0.0074224 +NONE_RED_BLACK_PURPLE 50 0.00843455 +NONE_RED_BLACK_WHITE 48 0.00809717 +NONE_RED_BROWN_BROWN 53 0.00894062 +NONE_RED_BROWN_PINK 55 0.009278 +NONE_RED_BROWN_PURPLE 45 0.00759109 +NONE_RED_BROWN_WHITE 56 0.00944669 +NONE_RED_WHITE_RED 16 0.00269906 +NONE_RED_WHITE_WHITE 14 0.00236167 +NONE_WHITE_BLACK_BLACK 23 0.00387989 +NONE_WHITE_BLACK_BROWN 22 0.0037112 +NONE_WHITE_BLACK_CHOCOLATE 20 0.00337382 +NONE_WHITE_BLACK_PINK 25 0.00421727 +NONE_WHITE_BROWN_BLACK 19 0.00320513 +NONE_WHITE_BROWN_BROWN 22 0.0037112 +NONE_WHITE_BROWN_CHOCOLATE 17 0.00286775 +NONE_WHITE_BROWN_PINK 27 0.00455466 +NONE_WHITE_CHOCOLATE_CHOCOLATE 3 0.000506073 +NONE_WHITE_CHOCOLATE_PINK 3 0.000506073 +NONE_WHITE_CHOCOLATE_PURPLE 4 0.000674764 +NONE_WHITE_CHOCOLATE_WHITE 4 0.000674764 +NONE_WHITE_GREEN_GRAY 5 0.000843455 +NONE_WHITE_GREEN_GREEN 6 0.00101215 +NONE_WHITE_GREEN_WHITE 7 0.00118084 +NONE_WHITE_WHITE_GRAY 33 0.0055668 +NONE_WHITE_WHITE_PINK 34 0.00573549 +NONE_WHITE_WHITE_WHITE 36 0.00607287 +NONE_YELLOW_WHITE_WHITE 11 0.0018556 +NONE_YELLOW_WHITE_YELLOW 2 0.000337382 +PUNGENT_BROWN_BLACK_BLACK 14 0.00236167 +PUNGENT_BROWN_BLACK_BROWN 13 0.00219298 +PUNGENT_BROWN_BLACK_PINK 7 0.00118084 +PUNGENT_BROWN_BLACK_WHITE 13 0.00219298 +PUNGENT_BROWN_BROWN_BLACK 10 0.00168691 +PUNGENT_BROWN_BROWN_BROWN 12 0.00202429 +PUNGENT_BROWN_BROWN_PINK 11 0.0018556 +PUNGENT_BROWN_BROWN_WHITE 12 0.00202429 +PUNGENT_WHITE_BLACK_BLACK 11 0.0018556 +PUNGENT_WHITE_BLACK_BROWN 12 0.00202429 +PUNGENT_WHITE_BLACK_PINK 8 0.00134953 +PUNGENT_WHITE_BLACK_WHITE 9 0.00151822 +PUNGENT_WHITE_BROWN_BLACK 10 0.00168691 +PUNGENT_WHITE_BROWN_BROWN 12 0.00202429 +PUNGENT_WHITE_BROWN_PINK 10 0.00168691 +PUNGENT_WHITE_BROWN_WHITE 10 0.00168691 +SPICY_BROWN_WHITE_BUFF 211 0.0355938 +SPICY_RED_WHITE_BUFF 208 0.0350877 + +Evaluated variables 19 +Informative variables 18 + +Max number of constructed variables 0 +Max number of trees 0 +Max number of variable pairs 0 +Discretization MODL +Value grouping MODL + +Null model + Constr. cost 0.693147 + Prep. cost 941.744 + Data cost 27049 + + +Categorical variables statistics + +Rank Name Level Target groups Groups Values Mode Mode coverage Constr. cost Prep. cost Data cost +R01 StalkRoot 0.221381 9 5 5 BULBOUS 0.446862 3.63759 1508.76 20282.3 +R02 RingType 0.188187 8 5 5 PENDANT 0.470142 3.63759 1271.4 21448.8 +R03 Habitat 0.158244 13 7 7 WOODS 0.375169 3.63759 1698.58 21859.8 +R04 Class 0.137095 4 2 2 EDIBLE 0.534413 3.63759 1149.93 23000.4 +R05 Population 0.13601 12 6 6 SEVERAL 0.487517 3.63759 1645.3 22535.4 +R06 StalkColorBelowRing 0.134211 10 9 9 WHITE 0.557186 3.63759 1411.82 22819.2 +R07 StalkColorAboveRing 0.130701 11 7 9 WHITE 0.56697 3.63759 1382.54 22946.7 +R08 StalkShape 0.119838 4 2 2 TAPERING 0.583502 3.63759 1183.79 23449.6 +R09 StalkSurfaceBelowRing 0.11693 9 4 4 SMOOTH 0.605094 3.63759 1355.23 23359.5 +R10 GillSize 0.107145 5 2 2 BROAD 0.695175 3.63759 1228.86 23759.8 +R11 Bruise 0.107052 5 2 2 NO 0.601889 3.63759 1218.34 23772.9 +R12 StalkSurfaceAboveRing 0.100386 7 4 4 SMOOTH 0.633097 3.63759 1206.59 23971.2 +R13 GillSpacing 0.0646891 3 2 2 CLOSE 0.808704 3.63759 1187.22 24989.8 +R14 CapSurface 0.0644601 7 3 4 SCALY 0.384953 3.63759 1344.2 24839.3 +R15 RingNumber 0.0513687 5 3 3 ONE 0.925101 3.63759 1103.2 25446.7 +R16 CapShape 0.0433146 6 4 6 CONVEX 0.456309 3.63759 1353.51 25421.9 +R17 VeilColor 0.0203633 4 2 4 WHITE 0.975202 3.63759 1017.28 26400.5 +R18 GillAttachment 0.020203 4 2 2 FREE 0.973516 3.63759 1036.59 26385.7 +R19 VeilType 0 1 1 1 PARTIAL 1 0.693147 941.744 27049 + + +-------------------------------------------------------------------------------- + +Variables detailed statistics + + +Rank R01 +Variable Categorical StalkRoot + +Variable stats +Group Size Value list +{BULBOUS} 1 BULBOUS +{?} 1 ? +{EQUAL} 1 EQUAL +{CLUB} 1 CLUB +{ROOTED} 1 ROOTED * + +% target values +Group {FOUL_GRAY_CHOCOLATE_CHOCOLATE, FOUL_GRAY_CHOCOLATE_PINK, FOUL_YELLOW_CHOCOLATE_CHOCOLATE, ...} {FOUL_RED_WHITE_BUFF, SPICY_BROWN_WHITE_BUFF, FISHY_RED_WHITE_BUFF, ...} {NONE_GRAY_BLACK_PINK, NONE_GRAY_BLACK_BROWN, NONE_GRAY_BROWN_PINK, ...} {NONE_GRAY_BLACK_CHOCOLATE, NONE_GRAY_BROWN_BLACK, NONE_GRAY_BROWN_CHOCOLATE, ...} {ANISE_YELLOW_BLACK_BLACK, ALMOND_WHITE_BLACK_BLACK, ANISE_WHITE_BLACK_BROWN, ...} {NONE_BUFF_GREEN_GRAY, NONE_BUFF_GREEN_WHITE, CREOSOTE_GRAY_BLACK_GRAY, ...} {ALMOND_YELLOW_BROWN_WHITE, ANISE_YELLOW_BROWN_WHITE, ALMOND_YELLOW_BLACK_WHITE, ...} {NONE_BROWN_WHITE_WHITE, NONE_GRAY_WHITE_WHITE, NONE_WHITE_WHITE_WHITE, ...} {ALMOND_YELLOW_BROWN_PINK, ALMOND_YELLOW_BLACK_PINK, ANISE_BROWN_BLACK_WHITE, ...} Interest Frequency Coverage +{?} 0 0.929178 0.00623229 0 0 0 0 0.0645892 0 0.301479 1765 0.29774 +{BULBOUS} 0.731974 0 0.145338 0 0 0.0879577 0.00868252 0.0241601 0.0018875 0.261283 2649 0.446862 +{EQUAL} 0 0 0.321757 0.678243 0 0 0 0 0 0.22268 979 0.165148 +{CLUB} 0 0 0 0 0.676471 0 0.316176 0.00735294 0 0.152177 408 0.0688259 +{ROOTED} 0 0 0 0 0 0 0.299213 0 0.700787 0.0623811 127 0.0214238 +Total 0.327092 0.276653 0.119939 0.112011 0.0465587 0.039305 0.0320513 0.0305331 0.015857 1 5928 1 + +Target variable stats +Group Frequency Coverage Size Value list +{FOUL_GRAY_CHOCOLATE_CHOCOLATE, FOUL_GRAY_CHOCOLATE_PINK, FOUL_YELLOW_CHOCOLATE_CHOCOLATE, ...} 1939 0.327092 30 FOUL_GRAY_CHOCOLATE_CHOCOLATE FOUL_GRAY_CHOCOLATE_PINK FOUL_YELLOW_CHOCOLATE_CHOCOLATE FOUL_YELLOW_CHOCOLATE_PINK FOUL_YELLOW_CHOCOLATE_GRAY FOUL_GRAY_CHOCOLATE_GRAY NONE_GRAY_BROWN_PURPLE NONE_RED_BROWN_WHITE NONE_GRAY_BLACK_WHITE NONE_RED_BROWN_PINK NONE_GRAY_BROWN_WHITE NONE_BROWN_BLACK_PURPLE NONE_RED_BROWN_BROWN NONE_BROWN_BROWN_WHITE NONE_BROWN_BLACK_WHITE NONE_BROWN_BROWN_PURPLE NONE_GRAY_BLACK_PURPLE NONE_RED_BLACK_BROWN NONE_RED_BLACK_PURPLE NONE_RED_BLACK_WHITE NONE_RED_BROWN_PURPLE NONE_RED_BLACK_PINK FOUL_BUFF_CHOCOLATE_CHOCOLATE FOUL_WHITE_CHOCOLATE_PINK FOUL_BUFF_CHOCOLATE_WHITE NONE_CINNAMON_WHITE_WHITE FOUL_BUFF_CHOCOLATE_PINK FOUL_WHITE_CHOCOLATE_WHITE FOUL_WHITE_CHOCOLATE_CHOCOLATE FOUL_GRAY_CHOCOLATE_WHITE +{FOUL_RED_WHITE_BUFF, SPICY_BROWN_WHITE_BUFF, FISHY_RED_WHITE_BUFF, ...} 1640 0.276653 39 FOUL_RED_WHITE_BUFF SPICY_BROWN_WHITE_BUFF FISHY_RED_WHITE_BUFF SPICY_RED_WHITE_BUFF FISHY_BROWN_WHITE_BUFF FOUL_BROWN_WHITE_BUFF NONE_WHITE_WHITE_PINK NONE_WHITE_WHITE_GRAY NONE_GRAY_WHITE_GRAY NONE_GRAY_WHITE_PINK NONE_BUFF_WHITE_WHITE NONE_BUFF_WHITE_RED NONE_BROWN_WHITE_RED NONE_PINK_WHITE_RED NONE_RED_WHITE_RED NONE_BROWN_BUFF_ORANGE NONE_BROWN_BUFF_YELLOW NONE_RED_WHITE_WHITE NONE_BROWN_BROWN_ORANGE NONE_BROWN_ORANGE_BROWN NONE_BROWN_ORANGE_ORANGE NONE_BROWN_BROWN_YELLOW NONE_BROWN_YELLOW_YELLOW NONE_BROWN_ORANGE_YELLOW NONE_BROWN_YELLOW_ORANGE NONE_BROWN_BUFF_BROWN NONE_BROWN_YELLOW_BROWN NONE_GREEN_CHOCOLATE_CHOCOLATE NONE_PURPLE_CHOCOLATE_CHOCOLATE NONE_PURPLE_CHOCOLATE_PINK NONE_WHITE_CHOCOLATE_PURPLE NONE_WHITE_CHOCOLATE_WHITE NONE_GREEN_CHOCOLATE_WHITE NONE_PURPLE_CHOCOLATE_PURPLE NONE_WHITE_CHOCOLATE_CHOCOLATE NONE_WHITE_CHOCOLATE_PINK NONE_GREEN_CHOCOLATE_PURPLE NONE_PURPLE_CHOCOLATE_WHITE NONE_GREEN_CHOCOLATE_PINK * +{NONE_GRAY_BLACK_PINK, NONE_GRAY_BLACK_BROWN, NONE_GRAY_BROWN_PINK, ...} 711 0.119939 8 NONE_GRAY_BLACK_PINK NONE_GRAY_BLACK_BROWN NONE_GRAY_BROWN_PINK NONE_GRAY_BROWN_BROWN NONE_BROWN_BROWN_PINK NONE_BROWN_BLACK_BROWN NONE_BROWN_BROWN_BROWN NONE_BROWN_BLACK_PINK +{NONE_GRAY_BLACK_CHOCOLATE, NONE_GRAY_BROWN_BLACK, NONE_GRAY_BROWN_CHOCOLATE, ...} 664 0.112011 36 NONE_GRAY_BLACK_CHOCOLATE NONE_GRAY_BROWN_BLACK NONE_GRAY_BROWN_CHOCOLATE NONE_GRAY_BLACK_BLACK NONE_BROWN_BLACK_BLACK NONE_BROWN_BROWN_BLACK NONE_WHITE_BROWN_PINK NONE_WHITE_BLACK_PINK NONE_WHITE_BLACK_BLACK NONE_WHITE_BLACK_BROWN NONE_WHITE_BROWN_BROWN NONE_BROWN_BLACK_CHOCOLATE NONE_WHITE_BLACK_CHOCOLATE NONE_WHITE_BROWN_BLACK NONE_BROWN_BROWN_CHOCOLATE NONE_WHITE_BROWN_CHOCOLATE PUNGENT_BROWN_BLACK_BLACK PUNGENT_BROWN_BLACK_BROWN PUNGENT_BROWN_BLACK_WHITE PUNGENT_BROWN_BROWN_BROWN PUNGENT_BROWN_BROWN_WHITE PUNGENT_WHITE_BLACK_BROWN PUNGENT_WHITE_BROWN_BROWN PUNGENT_BROWN_BROWN_PINK PUNGENT_WHITE_BLACK_BLACK PUNGENT_BROWN_BROWN_BLACK PUNGENT_WHITE_BROWN_BLACK PUNGENT_WHITE_BROWN_PINK PUNGENT_WHITE_BROWN_WHITE PUNGENT_WHITE_BLACK_WHITE PUNGENT_WHITE_BLACK_PINK PUNGENT_BROWN_BLACK_PINK NONE_BROWN_BROWN_GRAY NONE_GRAY_BLACK_GRAY NONE_BROWN_BLACK_GRAY NONE_GRAY_BROWN_GRAY +{ANISE_YELLOW_BLACK_BLACK, ALMOND_WHITE_BLACK_BLACK, ANISE_WHITE_BLACK_BROWN, ...} 276 0.0465587 27 ANISE_YELLOW_BLACK_BLACK ALMOND_WHITE_BLACK_BLACK ANISE_WHITE_BLACK_BROWN ANISE_YELLOW_BROWN_BLACK ALMOND_WHITE_BROWN_GRAY ALMOND_YELLOW_BLACK_BLACK ALMOND_YELLOW_BLACK_GRAY ALMOND_WHITE_BLACK_BROWN ALMOND_WHITE_BLACK_WHITE ALMOND_WHITE_BROWN_BLACK ALMOND_YELLOW_BROWN_BLACK ANISE_WHITE_BLACK_GRAY ANISE_WHITE_BROWN_BLACK ANISE_WHITE_BROWN_GRAY ANISE_WHITE_BLACK_WHITE ANISE_YELLOW_BLACK_GRAY ALMOND_WHITE_BLACK_GRAY ALMOND_YELLOW_BROWN_GRAY ANISE_WHITE_BLACK_BLACK MUSTY_BROWN_WHITE_YELLOW ANISE_YELLOW_BROWN_GRAY MUSTY_BROWN_WHITE_WHITE MUSTY_CINNAMON_WHITE_YELLOW MUSTY_CINNAMON_WHITE_WHITE MUSTY_RED_WHITE_WHITE MUSTY_RED_WHITE_YELLOW NONE_YELLOW_WHITE_YELLOW +{NONE_BUFF_GREEN_GRAY, NONE_BUFF_GREEN_WHITE, CREOSOTE_GRAY_BLACK_GRAY, ...} 233 0.039305 47 NONE_BUFF_GREEN_GRAY NONE_BUFF_GREEN_WHITE CREOSOTE_GRAY_BLACK_GRAY CREOSOTE_GRAY_BLACK_PURPLE CREOSOTE_GRAY_BROWN_GRAY CREOSOTE_PINK_BLACK_BROWN CREOSOTE_PINK_BROWN_PINK CREOSOTE_WHITE_BROWN_GRAY NONE_PINK_GREEN_GREEN NONE_WHITE_GREEN_WHITE CREOSOTE_GRAY_BLACK_BROWN CREOSOTE_GRAY_BLACK_PINK CREOSOTE_GRAY_BROWN_BROWN CREOSOTE_GRAY_BROWN_PURPLE CREOSOTE_PINK_BLACK_GRAY CREOSOTE_PINK_BLACK_PURPLE CREOSOTE_PINK_BROWN_BROWN CREOSOTE_PINK_BROWN_PURPLE CREOSOTE_WHITE_BLACK_GRAY CREOSOTE_WHITE_BLACK_PURPLE NONE_WHITE_GREEN_GREEN CREOSOTE_PINK_BLACK_PINK CREOSOTE_WHITE_BLACK_PINK CREOSOTE_WHITE_BROWN_PINK CREOSOTE_WHITE_BROWN_PURPLE NONE_BUFF_GREEN_GREEN NONE_PINK_GREEN_WHITE NONE_WHITE_GREEN_GRAY ALMOND_WHITE_PURPLE_PINK ALMOND_YELLOW_PURPLE_BROWN CREOSOTE_GRAY_BROWN_PINK CREOSOTE_PINK_BROWN_GRAY CREOSOTE_WHITE_BLACK_BROWN CREOSOTE_WHITE_BROWN_BROWN NONE_PINK_GREEN_GRAY ALMOND_WHITE_BROWN_PINK ALMOND_WHITE_PURPLE_BROWN ALMOND_YELLOW_PURPLE_PINK ALMOND_YELLOW_PURPLE_WHITE ANISE_WHITE_BROWN_PINK ANISE_WHITE_PURPLE_PINK ANISE_WHITE_PURPLE_WHITE ANISE_YELLOW_PURPLE_BROWN ALMOND_WHITE_PURPLE_WHITE ANISE_WHITE_PURPLE_BROWN ANISE_YELLOW_PURPLE_PINK ANISE_YELLOW_PURPLE_WHITE +{ALMOND_YELLOW_BROWN_WHITE, ANISE_YELLOW_BROWN_WHITE, ALMOND_YELLOW_BLACK_WHITE, ...} 190 0.0320513 12 ALMOND_YELLOW_BROWN_WHITE ANISE_YELLOW_BROWN_WHITE ALMOND_YELLOW_BLACK_WHITE ANISE_YELLOW_BLACK_WHITE ALMOND_WHITE_BROWN_WHITE ALMOND_YELLOW_BROWN_BROWN ANISE_WHITE_BROWN_WHITE ANISE_YELLOW_BROWN_BROWN ALMOND_WHITE_BROWN_BROWN ANISE_WHITE_BROWN_BROWN ALMOND_YELLOW_BLACK_BROWN ANISE_YELLOW_BLACK_BROWN +{NONE_BROWN_WHITE_WHITE, NONE_GRAY_WHITE_WHITE, NONE_WHITE_WHITE_WHITE, ...} 181 0.0305331 5 NONE_BROWN_WHITE_WHITE NONE_GRAY_WHITE_WHITE NONE_WHITE_WHITE_WHITE NONE_PINK_WHITE_WHITE NONE_YELLOW_WHITE_WHITE +{ALMOND_YELLOW_BROWN_PINK, ALMOND_YELLOW_BLACK_PINK, ANISE_BROWN_BLACK_WHITE, ...} 94 0.015857 16 ALMOND_YELLOW_BROWN_PINK ALMOND_YELLOW_BLACK_PINK ANISE_BROWN_BLACK_WHITE ANISE_YELLOW_BROWN_PINK ALMOND_BROWN_BLACK_BROWN ALMOND_BROWN_BLACK_PINK ALMOND_BROWN_BLACK_WHITE ALMOND_BROWN_BROWN_PINK ALMOND_BROWN_BROWN_WHITE ANISE_BROWN_BLACK_BROWN ANISE_BROWN_BLACK_PINK ANISE_BROWN_BROWN_BROWN ANISE_BROWN_BROWN_WHITE ALMOND_BROWN_BROWN_BROWN ANISE_BROWN_BROWN_PINK ANISE_YELLOW_BLACK_PINK + +Values +Value Frequency Coverage +BULBOUS 2649 0.446862 +? 1765 0.29774 +EQUAL 979 0.165148 +CLUB 408 0.0688259 +ROOTED 127 0.0214238 + +---------------------------------------------- +Rank R02 +Variable Categorical RingType + +Variable stats +Group Size Value list +{PENDANT} 1 PENDANT +{EVANESCENT} 1 EVANESCENT +{LARGE} 1 LARGE +{FLARING} 1 FLARING +{NONE} 1 NONE * + +% target values +Group {NONE_GRAY_BROWN_PURPLE} {FOUL_RED_WHITE_BUFF, SPICY_BROWN_WHITE_BUFF, FISHY_RED_WHITE_BUFF, ...} {NONE_GRAY_BLACK_PINK, NONE_GRAY_BLACK_BROWN, NONE_GRAY_BROWN_PINK, ...} {FOUL_YELLOW_CHOCOLATE_CHOCOLATE, FOUL_YELLOW_CHOCOLATE_PINK, FOUL_YELLOW_CHOCOLATE_GRAY, ...} {FOUL_GRAY_CHOCOLATE_CHOCOLATE, FOUL_GRAY_CHOCOLATE_PINK} {NONE_BROWN_WHITE_WHITE, NONE_GRAY_BROWN_BLACK, NONE_GRAY_BLACK_BLACK, ...} {NONE_GREEN_CHOCOLATE_CHOCOLATE, NONE_PURPLE_CHOCOLATE_CHOCOLATE, NONE_PURPLE_CHOCOLATE_PINK, ...} {MUSTY_BROWN_WHITE_YELLOW, MUSTY_BROWN_WHITE_WHITE, MUSTY_CINNAMON_WHITE_YELLOW, ...} Interest Frequency Coverage +{EVANESCENT} 0 0.764086 0.128722 0 0 0.107192 0 0 0.335774 2183 0.368252 +{PENDANT} 0.815213 0 0.154288 0 0.0157876 0.0147112 0 0 0.306721 2787 0.470142 +{LARGE} 0 0 0 0.667793 0.332207 0 0 0 0.293436 888 0.149798 +{FLARING} 0 0 0 0 0 0 1 0 0.033509 37 0.00624157 +{NONE} 0 0 0 0 0 0 0 1 0.0305599 33 0.0055668 +Total 0.383266 0.281377 0.119939 0.100034 0.0571862 0.04639 0.00624157 0.0055668 1 5928 1 + +Target variable stats +Group Frequency Coverage Size Value list +{NONE_GRAY_BROWN_PURPLE} 2272 0.383266 155 NONE_GRAY_BROWN_PURPLE * +{FOUL_RED_WHITE_BUFF, SPICY_BROWN_WHITE_BUFF, FISHY_RED_WHITE_BUFF, ...} 1668 0.281377 25 FOUL_RED_WHITE_BUFF SPICY_BROWN_WHITE_BUFF FISHY_RED_WHITE_BUFF SPICY_RED_WHITE_BUFF FISHY_BROWN_WHITE_BUFF FOUL_BROWN_WHITE_BUFF NONE_GRAY_BLACK_CHOCOLATE NONE_GRAY_BROWN_CHOCOLATE NONE_WHITE_BROWN_PINK NONE_WHITE_BLACK_PINK NONE_WHITE_BLACK_BLACK NONE_WHITE_BLACK_BROWN NONE_WHITE_BROWN_BROWN NONE_BUFF_WHITE_WHITE NONE_BROWN_BLACK_CHOCOLATE NONE_WHITE_BLACK_CHOCOLATE NONE_WHITE_BROWN_BLACK NONE_BROWN_BROWN_CHOCOLATE NONE_BUFF_WHITE_RED NONE_WHITE_BROWN_CHOCOLATE NONE_BROWN_WHITE_RED NONE_PINK_WHITE_RED NONE_RED_WHITE_RED NONE_RED_WHITE_WHITE NONE_YELLOW_WHITE_WHITE +{NONE_GRAY_BLACK_PINK, NONE_GRAY_BLACK_BROWN, NONE_GRAY_BROWN_PINK, ...} 711 0.119939 8 NONE_GRAY_BLACK_PINK NONE_GRAY_BLACK_BROWN NONE_GRAY_BROWN_PINK NONE_GRAY_BROWN_BROWN NONE_BROWN_BROWN_PINK NONE_BROWN_BLACK_BROWN NONE_BROWN_BROWN_BROWN NONE_BROWN_BLACK_PINK +{FOUL_YELLOW_CHOCOLATE_CHOCOLATE, FOUL_YELLOW_CHOCOLATE_PINK, FOUL_YELLOW_CHOCOLATE_GRAY, ...} 593 0.100034 4 FOUL_YELLOW_CHOCOLATE_CHOCOLATE FOUL_YELLOW_CHOCOLATE_PINK FOUL_YELLOW_CHOCOLATE_GRAY FOUL_GRAY_CHOCOLATE_GRAY +{FOUL_GRAY_CHOCOLATE_CHOCOLATE, FOUL_GRAY_CHOCOLATE_PINK} 339 0.0571862 2 FOUL_GRAY_CHOCOLATE_CHOCOLATE FOUL_GRAY_CHOCOLATE_PINK +{NONE_BROWN_WHITE_WHITE, NONE_GRAY_BROWN_BLACK, NONE_GRAY_BLACK_BLACK, ...} 275 0.04639 8 NONE_BROWN_WHITE_WHITE NONE_GRAY_BROWN_BLACK NONE_GRAY_BLACK_BLACK NONE_BROWN_BLACK_BLACK NONE_BROWN_BROWN_BLACK NONE_CINNAMON_WHITE_WHITE NONE_PINK_WHITE_WHITE NONE_YELLOW_WHITE_YELLOW +{NONE_GREEN_CHOCOLATE_CHOCOLATE, NONE_PURPLE_CHOCOLATE_CHOCOLATE, NONE_PURPLE_CHOCOLATE_PINK, ...} 37 0.00624157 12 NONE_GREEN_CHOCOLATE_CHOCOLATE NONE_PURPLE_CHOCOLATE_CHOCOLATE NONE_PURPLE_CHOCOLATE_PINK NONE_WHITE_CHOCOLATE_PURPLE NONE_WHITE_CHOCOLATE_WHITE NONE_GREEN_CHOCOLATE_WHITE NONE_PURPLE_CHOCOLATE_PURPLE NONE_WHITE_CHOCOLATE_CHOCOLATE NONE_WHITE_CHOCOLATE_PINK NONE_GREEN_CHOCOLATE_PURPLE NONE_PURPLE_CHOCOLATE_WHITE NONE_GREEN_CHOCOLATE_PINK +{MUSTY_BROWN_WHITE_YELLOW, MUSTY_BROWN_WHITE_WHITE, MUSTY_CINNAMON_WHITE_YELLOW, ...} 33 0.0055668 6 MUSTY_BROWN_WHITE_YELLOW MUSTY_BROWN_WHITE_WHITE MUSTY_CINNAMON_WHITE_YELLOW MUSTY_CINNAMON_WHITE_WHITE MUSTY_RED_WHITE_WHITE MUSTY_RED_WHITE_YELLOW + +Values +Value Frequency Coverage +PENDANT 2787 0.470142 +EVANESCENT 2183 0.368252 +LARGE 888 0.149798 +FLARING 37 0.00624157 +NONE 33 0.0055668 + +---------------------------------------------- +Rank R03 +Variable Categorical Habitat + +Variable stats +Group Size Value list +{WOODS} 1 WOODS +{GRASSES} 1 GRASSES +{PATHS} 1 PATHS +{LEAVES} 1 LEAVES +{URBAN} 1 URBAN +{MEADOWS} 1 MEADOWS +{WASTE} 1 WASTE * + +% target values +Group {FOUL_RED_WHITE_BUFF, SPICY_BROWN_WHITE_BUFF, FISHY_RED_WHITE_BUFF, ...} {FOUL_GRAY_CHOCOLATE_CHOCOLATE, FOUL_GRAY_CHOCOLATE_PINK, FOUL_YELLOW_CHOCOLATE_CHOCOLATE, ...} {NONE_GRAY_BROWN_PURPLE, NONE_RED_BROWN_WHITE, NONE_GRAY_BLACK_WHITE, ...} {NONE_GRAY_BLACK_PINK, NONE_GRAY_BLACK_BROWN, NONE_GRAY_BROWN_PINK, ...} {NONE_GRAY_BLACK_CHOCOLATE, NONE_GRAY_BROWN_BLACK, NONE_GRAY_BROWN_CHOCOLATE, ...} {FOUL_BUFF_CHOCOLATE_CHOCOLATE, FOUL_WHITE_CHOCOLATE_PINK, FOUL_BUFF_CHOCOLATE_WHITE, ...} {ANISE_YELLOW_BLACK_BLACK, ALMOND_WHITE_BLACK_BLACK, ANISE_WHITE_BLACK_BROWN, ...} {MUSTY_BROWN_WHITE_YELLOW, MUSTY_BROWN_WHITE_WHITE, CREOSOTE_GRAY_BLACK_GRAY, ...} {ALMOND_YELLOW_BROWN_WHITE, ANISE_YELLOW_BROWN_WHITE, ALMOND_YELLOW_BLACK_WHITE, ...} {NONE_CINNAMON_WHITE_WHITE, NONE_BROWN_BUFF_ORANGE, NONE_BROWN_BUFF_YELLOW, ...} {NONE_BUFF_WHITE_WHITE, NONE_PINK_WHITE_WHITE, NONE_BUFF_WHITE_RED, ...} {NONE_GRAY_WHITE_WHITE, ALMOND_YELLOW_BLACK_PINK, ANISE_BROWN_BLACK_WHITE, ...} {NONE_BROWN_WHITE_WHITE} Interest Frequency Coverage +{GRASSES} 0 0.185273 0 0.166865 0.366983 0.103919 0.0855107 0 0.0469121 0 0 0.0445368 0 0.2252 1684 0.284076 +{WOODS} 0.18795 0.138939 0.370953 0.173112 0 0 0 0.111511 0.0103417 0 0 0 0.00719424 0.206629 2224 0.375169 +{LEAVES} 0.674718 0 0 0.0177134 0.00805153 0 0 0 0 0.243156 0 0 0.0563607 0.16301 621 0.104757 +{PATHS} 0.519399 0.379224 0 0 0 0 0 0 0.0250313 0.00625782 0.00750939 0.0538173 0.00876095 0.127388 799 0.134784 +{MEADOWS} 0 0 0 0 0 0 0.690909 0 0.309091 0 0 0 0 0.107317 220 0.037112 +{WASTE} 0 0 0 0 0 0 0 0 0 0 0.868217 0 0.131783 0.0897157 129 0.0217611 +{URBAN} 0 0.0996016 0 0.135458 0.0677291 0.697211 0 0 0 0 0 0 0 0.0807395 251 0.0423414 +Total 0.211201 0.160088 0.13917 0.119939 0.107962 0.0590418 0.0499325 0.0418354 0.0320513 0.0263158 0.0199055 0.0199055 0.0126518 1 5928 1 + +Target variable stats +Group Frequency Coverage Size Value list +{FOUL_RED_WHITE_BUFF, SPICY_BROWN_WHITE_BUFF, FISHY_RED_WHITE_BUFF, ...} 1252 0.211201 7 FOUL_RED_WHITE_BUFF SPICY_BROWN_WHITE_BUFF FISHY_RED_WHITE_BUFF SPICY_RED_WHITE_BUFF FISHY_BROWN_WHITE_BUFF FOUL_BROWN_WHITE_BUFF NONE_YELLOW_WHITE_WHITE +{FOUL_GRAY_CHOCOLATE_CHOCOLATE, FOUL_GRAY_CHOCOLATE_PINK, FOUL_YELLOW_CHOCOLATE_CHOCOLATE, ...} 949 0.160088 8 FOUL_GRAY_CHOCOLATE_CHOCOLATE FOUL_GRAY_CHOCOLATE_PINK FOUL_YELLOW_CHOCOLATE_CHOCOLATE FOUL_YELLOW_CHOCOLATE_PINK FOUL_YELLOW_CHOCOLATE_GRAY FOUL_GRAY_CHOCOLATE_GRAY ALMOND_YELLOW_BROWN_PINK ANISE_YELLOW_BROWN_PINK +{NONE_GRAY_BROWN_PURPLE, NONE_RED_BROWN_WHITE, NONE_GRAY_BLACK_WHITE, ...} 825 0.13917 16 NONE_GRAY_BROWN_PURPLE NONE_RED_BROWN_WHITE NONE_GRAY_BLACK_WHITE NONE_RED_BROWN_PINK NONE_GRAY_BROWN_WHITE NONE_BROWN_BLACK_PURPLE NONE_RED_BROWN_BROWN NONE_BROWN_BROWN_WHITE NONE_BROWN_BLACK_WHITE NONE_BROWN_BROWN_PURPLE NONE_GRAY_BLACK_PURPLE NONE_RED_BLACK_BROWN NONE_RED_BLACK_PURPLE NONE_RED_BLACK_WHITE NONE_RED_BROWN_PURPLE NONE_RED_BLACK_PINK +{NONE_GRAY_BLACK_PINK, NONE_GRAY_BLACK_BROWN, NONE_GRAY_BROWN_PINK, ...} 711 0.119939 8 NONE_GRAY_BLACK_PINK NONE_GRAY_BLACK_BROWN NONE_GRAY_BROWN_PINK NONE_GRAY_BROWN_BROWN NONE_BROWN_BROWN_PINK NONE_BROWN_BLACK_BROWN NONE_BROWN_BROWN_BROWN NONE_BROWN_BLACK_PINK +{NONE_GRAY_BLACK_CHOCOLATE, NONE_GRAY_BROWN_BLACK, NONE_GRAY_BROWN_CHOCOLATE, ...} 640 0.107962 21 NONE_GRAY_BLACK_CHOCOLATE NONE_GRAY_BROWN_BLACK NONE_GRAY_BROWN_CHOCOLATE NONE_GRAY_BLACK_BLACK NONE_WHITE_WHITE_WHITE NONE_WHITE_WHITE_PINK NONE_WHITE_WHITE_GRAY NONE_GRAY_WHITE_GRAY NONE_GRAY_WHITE_PINK NONE_BROWN_BLACK_BLACK NONE_BROWN_BROWN_BLACK NONE_WHITE_BROWN_PINK NONE_WHITE_BLACK_PINK NONE_WHITE_BLACK_BLACK NONE_WHITE_BLACK_BROWN NONE_WHITE_BROWN_BROWN NONE_BROWN_BLACK_CHOCOLATE NONE_WHITE_BLACK_CHOCOLATE NONE_WHITE_BROWN_BLACK NONE_BROWN_BROWN_CHOCOLATE NONE_WHITE_BROWN_CHOCOLATE +{FOUL_BUFF_CHOCOLATE_CHOCOLATE, FOUL_WHITE_CHOCOLATE_PINK, FOUL_BUFF_CHOCOLATE_WHITE, ...} 350 0.0590418 27 FOUL_BUFF_CHOCOLATE_CHOCOLATE FOUL_WHITE_CHOCOLATE_PINK FOUL_BUFF_CHOCOLATE_WHITE FOUL_BUFF_CHOCOLATE_PINK FOUL_WHITE_CHOCOLATE_WHITE FOUL_WHITE_CHOCOLATE_CHOCOLATE FOUL_GRAY_CHOCOLATE_WHITE PUNGENT_BROWN_BLACK_BLACK PUNGENT_BROWN_BLACK_BROWN PUNGENT_BROWN_BLACK_WHITE PUNGENT_BROWN_BROWN_BROWN PUNGENT_BROWN_BROWN_WHITE PUNGENT_WHITE_BLACK_BROWN PUNGENT_WHITE_BROWN_BROWN PUNGENT_BROWN_BROWN_PINK PUNGENT_WHITE_BLACK_BLACK PUNGENT_BROWN_BROWN_BLACK PUNGENT_WHITE_BROWN_BLACK PUNGENT_WHITE_BROWN_PINK PUNGENT_WHITE_BROWN_WHITE PUNGENT_WHITE_BLACK_WHITE PUNGENT_WHITE_BLACK_PINK PUNGENT_BROWN_BLACK_PINK NONE_BROWN_BROWN_GRAY NONE_GRAY_BLACK_GRAY NONE_BROWN_BLACK_GRAY NONE_GRAY_BROWN_GRAY +{ANISE_YELLOW_BLACK_BLACK, ALMOND_WHITE_BLACK_BLACK, ANISE_WHITE_BLACK_BROWN, ...} 296 0.0499325 29 ANISE_YELLOW_BLACK_BLACK ALMOND_WHITE_BLACK_BLACK ANISE_WHITE_BLACK_BROWN ANISE_YELLOW_BROWN_BLACK ALMOND_WHITE_BROWN_GRAY ALMOND_YELLOW_BLACK_BLACK ALMOND_YELLOW_BLACK_GRAY ALMOND_WHITE_BLACK_BROWN ALMOND_WHITE_BLACK_WHITE ALMOND_WHITE_BROWN_BLACK ALMOND_YELLOW_BROWN_BLACK ANISE_WHITE_BLACK_GRAY ANISE_WHITE_BROWN_BLACK ANISE_WHITE_BROWN_GRAY ANISE_WHITE_BLACK_WHITE ANISE_YELLOW_BLACK_GRAY ALMOND_WHITE_BLACK_GRAY ALMOND_YELLOW_BROWN_GRAY ANISE_WHITE_BLACK_BLACK ANISE_YELLOW_BROWN_GRAY NONE_BUFF_GREEN_GRAY NONE_BUFF_GREEN_WHITE NONE_PINK_GREEN_GREEN NONE_WHITE_GREEN_WHITE NONE_WHITE_GREEN_GREEN NONE_BUFF_GREEN_GREEN NONE_PINK_GREEN_WHITE NONE_WHITE_GREEN_GRAY NONE_PINK_GREEN_GRAY +{MUSTY_BROWN_WHITE_YELLOW, MUSTY_BROWN_WHITE_WHITE, CREOSOTE_GRAY_BLACK_GRAY, ...} 248 0.0418354 56 MUSTY_BROWN_WHITE_YELLOW MUSTY_BROWN_WHITE_WHITE CREOSOTE_GRAY_BLACK_GRAY CREOSOTE_GRAY_BLACK_PURPLE CREOSOTE_GRAY_BROWN_GRAY CREOSOTE_PINK_BLACK_BROWN CREOSOTE_PINK_BROWN_PINK CREOSOTE_WHITE_BROWN_GRAY CREOSOTE_GRAY_BLACK_BROWN CREOSOTE_GRAY_BLACK_PINK CREOSOTE_GRAY_BROWN_BROWN CREOSOTE_GRAY_BROWN_PURPLE CREOSOTE_PINK_BLACK_GRAY CREOSOTE_PINK_BLACK_PURPLE CREOSOTE_PINK_BROWN_BROWN CREOSOTE_PINK_BROWN_PURPLE CREOSOTE_WHITE_BLACK_GRAY CREOSOTE_WHITE_BLACK_PURPLE CREOSOTE_PINK_BLACK_PINK CREOSOTE_WHITE_BLACK_PINK CREOSOTE_WHITE_BROWN_PINK CREOSOTE_WHITE_BROWN_PURPLE MUSTY_CINNAMON_WHITE_YELLOW ALMOND_WHITE_PURPLE_PINK ALMOND_YELLOW_PURPLE_BROWN CREOSOTE_GRAY_BROWN_PINK CREOSOTE_PINK_BROWN_GRAY CREOSOTE_WHITE_BLACK_BROWN CREOSOTE_WHITE_BROWN_BROWN MUSTY_CINNAMON_WHITE_WHITE NONE_GREEN_CHOCOLATE_CHOCOLATE NONE_PURPLE_CHOCOLATE_CHOCOLATE NONE_PURPLE_CHOCOLATE_PINK NONE_WHITE_CHOCOLATE_PURPLE NONE_WHITE_CHOCOLATE_WHITE ALMOND_WHITE_BROWN_PINK ALMOND_WHITE_PURPLE_BROWN ALMOND_YELLOW_PURPLE_PINK ALMOND_YELLOW_PURPLE_WHITE ANISE_WHITE_BROWN_PINK ANISE_WHITE_PURPLE_PINK ANISE_WHITE_PURPLE_WHITE ANISE_YELLOW_PURPLE_BROWN MUSTY_RED_WHITE_WHITE MUSTY_RED_WHITE_YELLOW NONE_GREEN_CHOCOLATE_WHITE NONE_PURPLE_CHOCOLATE_PURPLE NONE_WHITE_CHOCOLATE_CHOCOLATE NONE_WHITE_CHOCOLATE_PINK ALMOND_WHITE_PURPLE_WHITE ANISE_WHITE_PURPLE_BROWN ANISE_YELLOW_PURPLE_PINK ANISE_YELLOW_PURPLE_WHITE NONE_GREEN_CHOCOLATE_PURPLE NONE_PURPLE_CHOCOLATE_WHITE NONE_GREEN_CHOCOLATE_PINK * +{ALMOND_YELLOW_BROWN_WHITE, ANISE_YELLOW_BROWN_WHITE, ALMOND_YELLOW_BLACK_WHITE, ...} 190 0.0320513 12 ALMOND_YELLOW_BROWN_WHITE ANISE_YELLOW_BROWN_WHITE ALMOND_YELLOW_BLACK_WHITE ANISE_YELLOW_BLACK_WHITE ALMOND_WHITE_BROWN_WHITE ALMOND_YELLOW_BROWN_BROWN ANISE_WHITE_BROWN_WHITE ANISE_YELLOW_BROWN_BROWN ALMOND_WHITE_BROWN_BROWN ANISE_WHITE_BROWN_BROWN ALMOND_YELLOW_BLACK_BROWN ANISE_YELLOW_BLACK_BROWN +{NONE_CINNAMON_WHITE_WHITE, NONE_BROWN_BUFF_ORANGE, NONE_BROWN_BUFF_YELLOW, ...} 156 0.0263158 13 NONE_CINNAMON_WHITE_WHITE NONE_BROWN_BUFF_ORANGE NONE_BROWN_BUFF_YELLOW NONE_BROWN_BROWN_ORANGE NONE_BROWN_ORANGE_BROWN NONE_BROWN_ORANGE_ORANGE NONE_BROWN_BROWN_YELLOW NONE_BROWN_YELLOW_YELLOW NONE_BROWN_ORANGE_YELLOW NONE_BROWN_YELLOW_ORANGE NONE_BROWN_BUFF_BROWN NONE_BROWN_YELLOW_BROWN NONE_YELLOW_WHITE_YELLOW +{NONE_BUFF_WHITE_WHITE, NONE_PINK_WHITE_WHITE, NONE_BUFF_WHITE_RED, ...} 118 0.0199055 7 NONE_BUFF_WHITE_WHITE NONE_PINK_WHITE_WHITE NONE_BUFF_WHITE_RED NONE_BROWN_WHITE_RED NONE_PINK_WHITE_RED NONE_RED_WHITE_RED NONE_RED_WHITE_WHITE +{NONE_GRAY_WHITE_WHITE, ALMOND_YELLOW_BLACK_PINK, ANISE_BROWN_BLACK_WHITE, ...} 118 0.0199055 15 NONE_GRAY_WHITE_WHITE ALMOND_YELLOW_BLACK_PINK ANISE_BROWN_BLACK_WHITE ALMOND_BROWN_BLACK_BROWN ALMOND_BROWN_BLACK_PINK ALMOND_BROWN_BLACK_WHITE ALMOND_BROWN_BROWN_PINK ALMOND_BROWN_BROWN_WHITE ANISE_BROWN_BLACK_BROWN ANISE_BROWN_BLACK_PINK ANISE_BROWN_BROWN_BROWN ANISE_BROWN_BROWN_WHITE ALMOND_BROWN_BROWN_BROWN ANISE_BROWN_BROWN_PINK ANISE_YELLOW_BLACK_PINK +{NONE_BROWN_WHITE_WHITE} 75 0.0126518 1 NONE_BROWN_WHITE_WHITE + +Values +Value Frequency Coverage +WOODS 2224 0.375169 +GRASSES 1684 0.284076 +PATHS 799 0.134784 +LEAVES 621 0.104757 +URBAN 251 0.0423414 +MEADOWS 220 0.037112 +WASTE 129 0.0217611 + +---------------------------------------------- +Rank R04 +Variable Categorical Class + +Variable stats +Group Size Value list +{EDIBLE} 1 EDIBLE +{POISONOUS} 1 POISONOUS * + +% target values +Group {NONE_GRAY_BLACK_PINK} {FOUL_RED_WHITE_BUFF, SPICY_BROWN_WHITE_BUFF, FISHY_RED_WHITE_BUFF, ...} {FOUL_BUFF_CHOCOLATE_CHOCOLATE, FOUL_WHITE_CHOCOLATE_PINK, FOUL_BUFF_CHOCOLATE_WHITE, ...} {NONE_BROWN_WHITE_WHITE, NONE_WHITE_WHITE_WHITE} Interest Frequency Coverage +{POISONOUS} 0 0.787319 0.207246 0.00543478 0.513427 2760 0.465587 +{EDIBLE} 0.969697 0 0 0.030303 0.486573 3168 0.534413 +Total 0.518219 0.366565 0.0964912 0.0187247 1 5928 1 + +Target variable stats +Group Frequency Coverage Size Value list +{NONE_GRAY_BLACK_PINK} 3072 0.518219 142 NONE_GRAY_BLACK_PINK * +{FOUL_RED_WHITE_BUFF, SPICY_BROWN_WHITE_BUFF, FISHY_RED_WHITE_BUFF, ...} 2173 0.366565 12 FOUL_RED_WHITE_BUFF SPICY_BROWN_WHITE_BUFF FISHY_RED_WHITE_BUFF SPICY_RED_WHITE_BUFF FISHY_BROWN_WHITE_BUFF FOUL_BROWN_WHITE_BUFF FOUL_GRAY_CHOCOLATE_CHOCOLATE FOUL_GRAY_CHOCOLATE_PINK FOUL_YELLOW_CHOCOLATE_CHOCOLATE FOUL_YELLOW_CHOCOLATE_PINK FOUL_YELLOW_CHOCOLATE_GRAY FOUL_GRAY_CHOCOLATE_GRAY +{FOUL_BUFF_CHOCOLATE_CHOCOLATE, FOUL_WHITE_CHOCOLATE_PINK, FOUL_BUFF_CHOCOLATE_WHITE, ...} 572 0.0964912 64 FOUL_BUFF_CHOCOLATE_CHOCOLATE FOUL_WHITE_CHOCOLATE_PINK FOUL_BUFF_CHOCOLATE_WHITE FOUL_BUFF_CHOCOLATE_PINK FOUL_WHITE_CHOCOLATE_WHITE FOUL_WHITE_CHOCOLATE_CHOCOLATE FOUL_GRAY_CHOCOLATE_WHITE PUNGENT_BROWN_BLACK_BLACK PUNGENT_BROWN_BLACK_BROWN PUNGENT_BROWN_BLACK_WHITE PUNGENT_BROWN_BROWN_BROWN PUNGENT_BROWN_BROWN_WHITE PUNGENT_WHITE_BLACK_BROWN PUNGENT_WHITE_BROWN_BROWN NONE_YELLOW_WHITE_WHITE PUNGENT_BROWN_BROWN_PINK PUNGENT_WHITE_BLACK_BLACK MUSTY_BROWN_WHITE_YELLOW PUNGENT_BROWN_BROWN_BLACK PUNGENT_WHITE_BROWN_BLACK PUNGENT_WHITE_BROWN_PINK PUNGENT_WHITE_BROWN_WHITE PUNGENT_WHITE_BLACK_WHITE MUSTY_BROWN_WHITE_WHITE NONE_BUFF_GREEN_GRAY NONE_BUFF_GREEN_WHITE PUNGENT_WHITE_BLACK_PINK CREOSOTE_GRAY_BLACK_GRAY CREOSOTE_GRAY_BLACK_PURPLE CREOSOTE_GRAY_BROWN_GRAY CREOSOTE_PINK_BLACK_BROWN CREOSOTE_PINK_BROWN_PINK CREOSOTE_WHITE_BROWN_GRAY NONE_PINK_GREEN_GREEN NONE_WHITE_GREEN_WHITE PUNGENT_BROWN_BLACK_PINK CREOSOTE_GRAY_BLACK_BROWN CREOSOTE_GRAY_BLACK_PINK CREOSOTE_GRAY_BROWN_BROWN CREOSOTE_GRAY_BROWN_PURPLE CREOSOTE_PINK_BLACK_GRAY CREOSOTE_PINK_BLACK_PURPLE CREOSOTE_PINK_BROWN_BROWN CREOSOTE_PINK_BROWN_PURPLE CREOSOTE_WHITE_BLACK_GRAY CREOSOTE_WHITE_BLACK_PURPLE NONE_WHITE_GREEN_GREEN CREOSOTE_PINK_BLACK_PINK CREOSOTE_WHITE_BLACK_PINK CREOSOTE_WHITE_BROWN_PINK CREOSOTE_WHITE_BROWN_PURPLE MUSTY_CINNAMON_WHITE_YELLOW NONE_BUFF_GREEN_GREEN NONE_PINK_GREEN_WHITE NONE_WHITE_GREEN_GRAY CREOSOTE_GRAY_BROWN_PINK CREOSOTE_PINK_BROWN_GRAY CREOSOTE_WHITE_BLACK_BROWN CREOSOTE_WHITE_BROWN_BROWN MUSTY_CINNAMON_WHITE_WHITE NONE_PINK_GREEN_GRAY MUSTY_RED_WHITE_WHITE MUSTY_RED_WHITE_YELLOW NONE_YELLOW_WHITE_YELLOW +{NONE_BROWN_WHITE_WHITE, NONE_WHITE_WHITE_WHITE} 111 0.0187247 2 NONE_BROWN_WHITE_WHITE NONE_WHITE_WHITE_WHITE + +Values +Value Frequency Coverage +EDIBLE 3168 0.534413 +POISONOUS 2760 0.465587 + +---------------------------------------------- +Rank R05 +Variable Categorical Population + +Variable stats +Group Size Value list +{SEVERAL} 1 SEVERAL +{SOLITARY} 1 SOLITARY +{SCATTERED} 1 SCATTERED +{ABUNDANT} 1 ABUNDANT +{NUMEROUS} 1 NUMEROUS +{CLUSTERED} 1 CLUSTERED * + +% target values +Group {FOUL_YELLOW_CHOCOLATE_CHOCOLATE, FOUL_YELLOW_CHOCOLATE_PINK, FOUL_YELLOW_CHOCOLATE_GRAY, ...} {FOUL_RED_WHITE_BUFF, SPICY_BROWN_WHITE_BUFF, FISHY_RED_WHITE_BUFF, ...} {NONE_GRAY_BLACK_PINK, NONE_GRAY_BLACK_BROWN, NONE_GRAY_BROWN_PINK, ...} {NONE_GRAY_BLACK_CHOCOLATE, NONE_GRAY_BROWN_BLACK, NONE_GRAY_BROWN_CHOCOLATE, ...} {FOUL_BUFF_CHOCOLATE_CHOCOLATE, FOUL_WHITE_CHOCOLATE_PINK, FOUL_BUFF_CHOCOLATE_WHITE, ...} {NONE_WHITE_WHITE_WHITE, NONE_WHITE_WHITE_PINK, NONE_WHITE_WHITE_GRAY, ...} {FOUL_GRAY_CHOCOLATE_CHOCOLATE, FOUL_GRAY_CHOCOLATE_PINK} {NONE_BROWN_WHITE_WHITE, NONE_PINK_WHITE_WHITE, NONE_BROWN_BUFF_ORANGE, ...} {NONE_GRAY_WHITE_WHITE, ALMOND_YELLOW_BROWN_WHITE, ANISE_YELLOW_BROWN_WHITE, ...} {NONE_BUFF_WHITE_WHITE, NONE_BUFF_WHITE_RED, NONE_BROWN_WHITE_RED, ...} {NONE_CINNAMON_WHITE_WHITE, NONE_BUFF_GREEN_GRAY, NONE_BUFF_GREEN_WHITE, ...} {ALMOND_YELLOW_BLACK_PINK, ANISE_BROWN_BLACK_WHITE, ALMOND_BROWN_BLACK_BROWN, ...} Interest Frequency Coverage +{SCATTERED} 0 0 0.145963 0.243271 0.23499 0.213251 0.0207039 0 0.100414 0 0 0.0414079 0.197152 966 0.162955 +{SEVERAL} 0.253287 0.429412 0.0761246 0.00311419 0.083045 0 0.0622837 0.0422145 0.0083045 0 0.0422145 0 0.191212 2890 0.487517 +{SOLITARY} 0.618846 0 0.185059 0.00679117 0 0 0.117997 0.0110357 0.0195246 0 0.00594228 0.0348048 0.187116 1178 0.198718 +{CLUSTERED} 0 0 0.0163934 0 0 0.0204918 0 0.409836 0 0.553279 0 0 0.145128 244 0.0411606 +{NUMEROUS} 0 0 0 0 0 0.693662 0 0 0.306338 0 0 0 0.141641 284 0.0479082 +{ABUNDANT} 0 0 0.396175 0.603825 0 0 0 0 0 0 0 0 0.13775 366 0.0617409 +Total 0.246457 0.209345 0.122807 0.0797908 0.0787787 0.0688259 0.0571862 0.0396424 0.0389676 0.0227733 0.0217611 0.013664 1 5928 1 + +Target variable stats +Group Frequency Coverage Size Value list +{FOUL_YELLOW_CHOCOLATE_CHOCOLATE, FOUL_YELLOW_CHOCOLATE_PINK, FOUL_YELLOW_CHOCOLATE_GRAY, ...} 1461 0.246457 31 FOUL_YELLOW_CHOCOLATE_CHOCOLATE FOUL_YELLOW_CHOCOLATE_PINK FOUL_YELLOW_CHOCOLATE_GRAY FOUL_GRAY_CHOCOLATE_GRAY NONE_GRAY_BROWN_PURPLE NONE_RED_BROWN_WHITE NONE_GRAY_BLACK_WHITE NONE_RED_BROWN_PINK NONE_GRAY_BROWN_WHITE NONE_BROWN_BLACK_PURPLE NONE_RED_BROWN_BROWN NONE_BROWN_BROWN_WHITE NONE_BROWN_BLACK_WHITE NONE_BROWN_BROWN_PURPLE NONE_GRAY_BLACK_PURPLE NONE_RED_BLACK_BROWN NONE_RED_BLACK_PURPLE NONE_RED_BLACK_WHITE NONE_RED_BROWN_PURPLE NONE_RED_BLACK_PINK NONE_BROWN_BROWN_GRAY NONE_GRAY_BLACK_GRAY NONE_BROWN_BLACK_GRAY NONE_GREEN_CHOCOLATE_CHOCOLATE NONE_PURPLE_CHOCOLATE_CHOCOLATE NONE_PURPLE_CHOCOLATE_PINK NONE_WHITE_CHOCOLATE_PURPLE NONE_WHITE_CHOCOLATE_WHITE NONE_GRAY_BROWN_GRAY NONE_WHITE_CHOCOLATE_CHOCOLATE NONE_WHITE_CHOCOLATE_PINK +{FOUL_RED_WHITE_BUFF, SPICY_BROWN_WHITE_BUFF, FISHY_RED_WHITE_BUFF, ...} 1241 0.209345 6 FOUL_RED_WHITE_BUFF SPICY_BROWN_WHITE_BUFF FISHY_RED_WHITE_BUFF SPICY_RED_WHITE_BUFF FISHY_BROWN_WHITE_BUFF FOUL_BROWN_WHITE_BUFF +{NONE_GRAY_BLACK_PINK, NONE_GRAY_BLACK_BROWN, NONE_GRAY_BROWN_PINK, ...} 728 0.122807 10 NONE_GRAY_BLACK_PINK NONE_GRAY_BLACK_BROWN NONE_GRAY_BROWN_PINK NONE_GRAY_BROWN_BROWN NONE_BROWN_BROWN_PINK NONE_BROWN_BLACK_BROWN NONE_BROWN_BROWN_BROWN NONE_BROWN_BLACK_PINK ALMOND_YELLOW_BROWN_PINK ANISE_YELLOW_BROWN_PINK +{NONE_GRAY_BLACK_CHOCOLATE, NONE_GRAY_BROWN_BLACK, NONE_GRAY_BROWN_CHOCOLATE, ...} 473 0.0797908 16 NONE_GRAY_BLACK_CHOCOLATE NONE_GRAY_BROWN_BLACK NONE_GRAY_BROWN_CHOCOLATE NONE_GRAY_BLACK_BLACK NONE_BROWN_BLACK_BLACK NONE_BROWN_BROWN_BLACK NONE_WHITE_BROWN_PINK NONE_WHITE_BLACK_PINK NONE_WHITE_BLACK_BLACK NONE_WHITE_BLACK_BROWN NONE_WHITE_BROWN_BROWN NONE_BROWN_BLACK_CHOCOLATE NONE_WHITE_BLACK_CHOCOLATE NONE_WHITE_BROWN_BLACK NONE_BROWN_BROWN_CHOCOLATE NONE_WHITE_BROWN_CHOCOLATE +{FOUL_BUFF_CHOCOLATE_CHOCOLATE, FOUL_WHITE_CHOCOLATE_PINK, FOUL_BUFF_CHOCOLATE_WHITE, ...} 467 0.0787787 46 FOUL_BUFF_CHOCOLATE_CHOCOLATE FOUL_WHITE_CHOCOLATE_PINK FOUL_BUFF_CHOCOLATE_WHITE FOUL_BUFF_CHOCOLATE_PINK FOUL_WHITE_CHOCOLATE_WHITE FOUL_WHITE_CHOCOLATE_CHOCOLATE FOUL_GRAY_CHOCOLATE_WHITE PUNGENT_BROWN_BLACK_BLACK PUNGENT_BROWN_BLACK_BROWN PUNGENT_BROWN_BLACK_WHITE PUNGENT_BROWN_BROWN_BROWN PUNGENT_BROWN_BROWN_WHITE PUNGENT_WHITE_BLACK_BROWN PUNGENT_WHITE_BROWN_BROWN PUNGENT_BROWN_BROWN_PINK PUNGENT_WHITE_BLACK_BLACK PUNGENT_BROWN_BROWN_BLACK PUNGENT_WHITE_BROWN_BLACK PUNGENT_WHITE_BROWN_PINK PUNGENT_WHITE_BROWN_WHITE PUNGENT_WHITE_BLACK_WHITE PUNGENT_WHITE_BLACK_PINK CREOSOTE_GRAY_BLACK_GRAY CREOSOTE_GRAY_BLACK_PURPLE CREOSOTE_GRAY_BROWN_GRAY CREOSOTE_PINK_BLACK_BROWN CREOSOTE_PINK_BROWN_PINK CREOSOTE_WHITE_BROWN_GRAY PUNGENT_BROWN_BLACK_PINK CREOSOTE_GRAY_BLACK_BROWN CREOSOTE_GRAY_BLACK_PINK CREOSOTE_GRAY_BROWN_BROWN CREOSOTE_GRAY_BROWN_PURPLE CREOSOTE_PINK_BLACK_GRAY CREOSOTE_PINK_BLACK_PURPLE CREOSOTE_PINK_BROWN_BROWN CREOSOTE_PINK_BROWN_PURPLE CREOSOTE_WHITE_BLACK_GRAY CREOSOTE_WHITE_BLACK_PURPLE CREOSOTE_PINK_BLACK_PINK CREOSOTE_WHITE_BLACK_PINK CREOSOTE_WHITE_BROWN_PINK CREOSOTE_WHITE_BROWN_PURPLE CREOSOTE_GRAY_BROWN_PINK CREOSOTE_PINK_BROWN_GRAY CREOSOTE_WHITE_BROWN_BROWN +{NONE_WHITE_WHITE_WHITE, NONE_WHITE_WHITE_PINK, NONE_WHITE_WHITE_GRAY, ...} 408 0.0688259 25 NONE_WHITE_WHITE_WHITE NONE_WHITE_WHITE_PINK NONE_WHITE_WHITE_GRAY NONE_GRAY_WHITE_GRAY NONE_GRAY_WHITE_PINK ANISE_YELLOW_BLACK_BLACK ALMOND_WHITE_BLACK_BLACK ANISE_WHITE_BLACK_BROWN ANISE_YELLOW_BROWN_BLACK ALMOND_WHITE_BROWN_GRAY ALMOND_YELLOW_BLACK_BLACK ALMOND_YELLOW_BLACK_GRAY ALMOND_WHITE_BLACK_BROWN ALMOND_WHITE_BLACK_WHITE ALMOND_WHITE_BROWN_BLACK ALMOND_YELLOW_BROWN_BLACK ANISE_WHITE_BLACK_GRAY ANISE_WHITE_BROWN_BLACK ANISE_WHITE_BROWN_GRAY ANISE_WHITE_BLACK_WHITE ANISE_YELLOW_BLACK_GRAY ALMOND_WHITE_BLACK_GRAY ALMOND_YELLOW_BROWN_GRAY ANISE_WHITE_BLACK_BLACK ANISE_YELLOW_BROWN_GRAY +{FOUL_GRAY_CHOCOLATE_CHOCOLATE, FOUL_GRAY_CHOCOLATE_PINK} 339 0.0571862 2 FOUL_GRAY_CHOCOLATE_CHOCOLATE FOUL_GRAY_CHOCOLATE_PINK +{NONE_BROWN_WHITE_WHITE, NONE_PINK_WHITE_WHITE, NONE_BROWN_BUFF_ORANGE, ...} 235 0.0396424 14 NONE_BROWN_WHITE_WHITE NONE_PINK_WHITE_WHITE NONE_BROWN_BUFF_ORANGE NONE_BROWN_BUFF_YELLOW NONE_BROWN_BROWN_ORANGE NONE_BROWN_ORANGE_BROWN NONE_BROWN_ORANGE_ORANGE NONE_BROWN_BROWN_YELLOW NONE_BROWN_YELLOW_YELLOW NONE_BROWN_ORANGE_YELLOW NONE_BROWN_YELLOW_ORANGE NONE_YELLOW_WHITE_WHITE NONE_BROWN_BUFF_BROWN NONE_BROWN_YELLOW_BROWN +{NONE_GRAY_WHITE_WHITE, ALMOND_YELLOW_BROWN_WHITE, ANISE_YELLOW_BROWN_WHITE, ...} 231 0.0389676 13 NONE_GRAY_WHITE_WHITE ALMOND_YELLOW_BROWN_WHITE ANISE_YELLOW_BROWN_WHITE ALMOND_YELLOW_BLACK_WHITE ANISE_YELLOW_BLACK_WHITE ALMOND_WHITE_BROWN_WHITE ALMOND_YELLOW_BROWN_BROWN ANISE_WHITE_BROWN_WHITE ANISE_YELLOW_BROWN_BROWN ALMOND_WHITE_BROWN_BROWN ANISE_WHITE_BROWN_BROWN ALMOND_YELLOW_BLACK_BROWN ANISE_YELLOW_BLACK_BROWN +{NONE_BUFF_WHITE_WHITE, NONE_BUFF_WHITE_RED, NONE_BROWN_WHITE_RED, ...} 135 0.0227733 13 NONE_BUFF_WHITE_WHITE NONE_BUFF_WHITE_RED NONE_BROWN_WHITE_RED NONE_PINK_WHITE_RED NONE_RED_WHITE_RED NONE_RED_WHITE_WHITE MUSTY_BROWN_WHITE_YELLOW MUSTY_BROWN_WHITE_WHITE MUSTY_CINNAMON_WHITE_YELLOW MUSTY_CINNAMON_WHITE_WHITE MUSTY_RED_WHITE_WHITE MUSTY_RED_WHITE_YELLOW NONE_YELLOW_WHITE_YELLOW +{NONE_CINNAMON_WHITE_WHITE, NONE_BUFF_GREEN_GRAY, NONE_BUFF_GREEN_WHITE, ...} 129 0.0217611 29 NONE_CINNAMON_WHITE_WHITE NONE_BUFF_GREEN_GRAY NONE_BUFF_GREEN_WHITE NONE_PINK_GREEN_GREEN NONE_WHITE_GREEN_WHITE NONE_WHITE_GREEN_GREEN NONE_BUFF_GREEN_GREEN NONE_PINK_GREEN_WHITE NONE_WHITE_GREEN_GRAY ALMOND_WHITE_PURPLE_PINK ALMOND_YELLOW_PURPLE_BROWN NONE_PINK_GREEN_GRAY ALMOND_WHITE_BROWN_PINK ALMOND_WHITE_PURPLE_BROWN ALMOND_YELLOW_PURPLE_PINK ALMOND_YELLOW_PURPLE_WHITE ANISE_WHITE_BROWN_PINK ANISE_WHITE_PURPLE_PINK ANISE_WHITE_PURPLE_WHITE ANISE_YELLOW_PURPLE_BROWN NONE_GREEN_CHOCOLATE_WHITE NONE_PURPLE_CHOCOLATE_PURPLE ALMOND_WHITE_PURPLE_WHITE ANISE_WHITE_PURPLE_BROWN ANISE_YELLOW_PURPLE_PINK ANISE_YELLOW_PURPLE_WHITE NONE_GREEN_CHOCOLATE_PURPLE NONE_PURPLE_CHOCOLATE_WHITE NONE_GREEN_CHOCOLATE_PINK * +{ALMOND_YELLOW_BLACK_PINK, ANISE_BROWN_BLACK_WHITE, ALMOND_BROWN_BLACK_BROWN, ...} 81 0.013664 15 ALMOND_YELLOW_BLACK_PINK ANISE_BROWN_BLACK_WHITE ALMOND_BROWN_BLACK_BROWN ALMOND_BROWN_BLACK_PINK ALMOND_BROWN_BLACK_WHITE ALMOND_BROWN_BROWN_PINK ALMOND_BROWN_BROWN_WHITE ANISE_BROWN_BLACK_BROWN ANISE_BROWN_BLACK_PINK ANISE_BROWN_BROWN_BROWN ANISE_BROWN_BROWN_WHITE ALMOND_BROWN_BROWN_BROWN ANISE_BROWN_BROWN_PINK ANISE_YELLOW_BLACK_PINK CREOSOTE_WHITE_BLACK_BROWN + +Values +Value Frequency Coverage +SEVERAL 2890 0.487517 +SOLITARY 1178 0.198718 +SCATTERED 966 0.162955 +ABUNDANT 366 0.0617409 +NUMEROUS 284 0.0479082 +CLUSTERED 244 0.0411606 + +---------------------------------------------- +Rank R06 +Variable Categorical StalkColorBelowRing + +Variable stats +Group Size Value list +{WHITE} 1 WHITE +{PINK} 1 PINK +{GRAY} 1 GRAY +{BROWN} 1 BROWN +{BUFF} 1 BUFF +{ORANGE} 1 ORANGE +{RED} 1 RED +{CINNAMON} 1 CINNAMON +{YELLOW} 1 YELLOW * + +% target values +Group {NONE_GRAY_BLACK_CHOCOLATE} {FOUL_RED_WHITE_BUFF, SPICY_BROWN_WHITE_BUFF, FISHY_RED_WHITE_BUFF, ...} {NONE_BROWN_BLACK_PINK, NONE_GRAY_BROWN_PURPLE, NONE_RED_BROWN_WHITE, ...} {NONE_GRAY_BLACK_PINK, NONE_GRAY_BLACK_BROWN, NONE_GRAY_BROWN_PINK, ...} {FOUL_YELLOW_CHOCOLATE_CHOCOLATE, FOUL_YELLOW_CHOCOLATE_PINK, FOUL_YELLOW_CHOCOLATE_GRAY, ...} {FOUL_GRAY_CHOCOLATE_CHOCOLATE, FOUL_GRAY_CHOCOLATE_PINK} {NONE_BROWN_BUFF_ORANGE, NONE_BROWN_BUFF_YELLOW, NONE_BROWN_BROWN_ORANGE, ...} {NONE_BUFF_WHITE_WHITE, NONE_PINK_WHITE_WHITE, NONE_BUFF_WHITE_RED, ...} {NONE_BROWN_WHITE_WHITE, NONE_CINNAMON_WHITE_WHITE, NONE_YELLOW_WHITE_WHITE, ...} {MUSTY_BROWN_WHITE_YELLOW, MUSTY_BROWN_WHITE_WHITE, MUSTY_CINNAMON_WHITE_YELLOW, ...} Interest Frequency Coverage +{WHITE} 0.552831 0.188919 0.0965789 0.124432 0 0.0133212 0 0.0190736 0.00484408 0 0.197072 3303 0.557186 +{PINK} 0 0.470274 0.219512 0.086128 0.147104 0.0769817 0 0 0 0 0.162819 1312 0.221323 +{BROWN} 0 0 0 0 0.534435 0.272727 0 0 0.192837 0 0.152601 363 0.0612348 +{BUFF} 0 0 0 0 0.684385 0.315615 0 0 0 0 0.132532 301 0.050776 +{GRAY} 0 0 0.728426 0.271574 0 0 0 0 0 0 0.130618 394 0.0664642 +{ORANGE} 0 0 0 0.0774648 0 0 0.922535 0 0 0 0.115144 142 0.0239541 +{RED} 0 0 0 0 0 0 0 0.859375 0.140625 0 0.0534552 64 0.0107962 +{CINNAMON} 0 0 0 0 0 0 0 0 0 1 0.0406554 33 0.0055668 +{YELLOW} 0 0 0 0 0 0 0 0 1 0 0.0151054 16 0.00269906 +Total 0.30803 0.209345 0.15081 0.1083 0.100034 0.0571862 0.0220985 0.0199055 0.0187247 0.0055668 1 5928 1 + +Target variable stats +Group Frequency Coverage Size Value list +{NONE_GRAY_BLACK_CHOCOLATE} 1826 0.30803 156 NONE_GRAY_BLACK_CHOCOLATE * +{FOUL_RED_WHITE_BUFF, SPICY_BROWN_WHITE_BUFF, FISHY_RED_WHITE_BUFF, ...} 1241 0.209345 6 FOUL_RED_WHITE_BUFF SPICY_BROWN_WHITE_BUFF FISHY_RED_WHITE_BUFF SPICY_RED_WHITE_BUFF FISHY_BROWN_WHITE_BUFF FOUL_BROWN_WHITE_BUFF +{NONE_BROWN_BLACK_PINK, NONE_GRAY_BROWN_PURPLE, NONE_RED_BROWN_WHITE, ...} 894 0.15081 17 NONE_BROWN_BLACK_PINK NONE_GRAY_BROWN_PURPLE NONE_RED_BROWN_WHITE NONE_GRAY_BLACK_WHITE NONE_RED_BROWN_PINK NONE_GRAY_BROWN_WHITE NONE_BROWN_BLACK_PURPLE NONE_RED_BROWN_BROWN NONE_BROWN_BROWN_WHITE NONE_BROWN_BLACK_WHITE NONE_BROWN_BROWN_PURPLE NONE_GRAY_BLACK_PURPLE NONE_RED_BLACK_BROWN NONE_RED_BLACK_PURPLE NONE_RED_BLACK_WHITE NONE_RED_BROWN_PURPLE NONE_RED_BLACK_PINK +{NONE_GRAY_BLACK_PINK, NONE_GRAY_BLACK_BROWN, NONE_GRAY_BROWN_PINK, ...} 642 0.1083 7 NONE_GRAY_BLACK_PINK NONE_GRAY_BLACK_BROWN NONE_GRAY_BROWN_PINK NONE_GRAY_BROWN_BROWN NONE_BROWN_BROWN_PINK NONE_BROWN_BLACK_BROWN NONE_BROWN_BROWN_BROWN +{FOUL_YELLOW_CHOCOLATE_CHOCOLATE, FOUL_YELLOW_CHOCOLATE_PINK, FOUL_YELLOW_CHOCOLATE_GRAY, ...} 593 0.100034 4 FOUL_YELLOW_CHOCOLATE_CHOCOLATE FOUL_YELLOW_CHOCOLATE_PINK FOUL_YELLOW_CHOCOLATE_GRAY FOUL_GRAY_CHOCOLATE_GRAY +{FOUL_GRAY_CHOCOLATE_CHOCOLATE, FOUL_GRAY_CHOCOLATE_PINK} 339 0.0571862 2 FOUL_GRAY_CHOCOLATE_CHOCOLATE FOUL_GRAY_CHOCOLATE_PINK +{NONE_BROWN_BUFF_ORANGE, NONE_BROWN_BUFF_YELLOW, NONE_BROWN_BROWN_ORANGE, ...} 131 0.0220985 11 NONE_BROWN_BUFF_ORANGE NONE_BROWN_BUFF_YELLOW NONE_BROWN_BROWN_ORANGE NONE_BROWN_ORANGE_BROWN NONE_BROWN_ORANGE_ORANGE NONE_BROWN_BROWN_YELLOW NONE_BROWN_YELLOW_YELLOW NONE_BROWN_ORANGE_YELLOW NONE_BROWN_YELLOW_ORANGE NONE_BROWN_BUFF_BROWN NONE_BROWN_YELLOW_BROWN +{NONE_BUFF_WHITE_WHITE, NONE_PINK_WHITE_WHITE, NONE_BUFF_WHITE_RED, ...} 118 0.0199055 7 NONE_BUFF_WHITE_WHITE NONE_PINK_WHITE_WHITE NONE_BUFF_WHITE_RED NONE_BROWN_WHITE_RED NONE_PINK_WHITE_RED NONE_RED_WHITE_RED NONE_RED_WHITE_WHITE +{NONE_BROWN_WHITE_WHITE, NONE_CINNAMON_WHITE_WHITE, NONE_YELLOW_WHITE_WHITE, ...} 111 0.0187247 4 NONE_BROWN_WHITE_WHITE NONE_CINNAMON_WHITE_WHITE NONE_YELLOW_WHITE_WHITE NONE_YELLOW_WHITE_YELLOW +{MUSTY_BROWN_WHITE_YELLOW, MUSTY_BROWN_WHITE_WHITE, MUSTY_CINNAMON_WHITE_YELLOW, ...} 33 0.0055668 6 MUSTY_BROWN_WHITE_YELLOW MUSTY_BROWN_WHITE_WHITE MUSTY_CINNAMON_WHITE_YELLOW MUSTY_CINNAMON_WHITE_WHITE MUSTY_RED_WHITE_WHITE MUSTY_RED_WHITE_YELLOW + +Values +Value Frequency Coverage +WHITE 3303 0.557186 +PINK 1312 0.221323 +GRAY 394 0.0664642 +BROWN 363 0.0612348 +BUFF 301 0.050776 +ORANGE 142 0.0239541 +RED 64 0.0107962 +CINNAMON 33 0.0055668 +YELLOW 16 0.00269906 + +---------------------------------------------- +Rank R07 +Variable Categorical StalkColorAboveRing + +Variable stats +Group Size Value list +{WHITE} 1 WHITE +{PINK} 1 PINK +{BROWN, BUFF} 2 BROWN BUFF +{GRAY} 1 GRAY +{ORANGE} 1 ORANGE +{RED, YELLOW} 2 RED YELLOW * +{CINNAMON} 1 CINNAMON + +% target values +Group {NONE_GRAY_BLACK_CHOCOLATE} {FOUL_RED_WHITE_BUFF, SPICY_BROWN_WHITE_BUFF, FISHY_RED_WHITE_BUFF, ...} {NONE_GRAY_BROWN_PURPLE, NONE_RED_BROWN_WHITE, NONE_GRAY_BLACK_WHITE, ...} {NONE_GRAY_BLACK_PINK, NONE_GRAY_BLACK_BROWN, NONE_GRAY_BROWN_PINK, ...} {FOUL_YELLOW_CHOCOLATE_CHOCOLATE, FOUL_YELLOW_CHOCOLATE_PINK, FOUL_YELLOW_CHOCOLATE_GRAY, ...} {FOUL_GRAY_CHOCOLATE_CHOCOLATE, FOUL_GRAY_CHOCOLATE_PINK} {NONE_BROWN_BUFF_ORANGE, NONE_BROWN_BUFF_YELLOW, NONE_BROWN_BROWN_ORANGE, ...} {NONE_BUFF_WHITE_WHITE, NONE_PINK_WHITE_WHITE, NONE_BUFF_WHITE_RED, ...} {NONE_BROWN_BROWN_BROWN} {NONE_BROWN_WHITE_WHITE} {MUSTY_BROWN_WHITE_YELLOW, MUSTY_BROWN_WHITE_WHITE, MUSTY_CINNAMON_WHITE_YELLOW, ...} Interest Frequency Coverage +{BROWN, BUFF} 0 0 0 0 0.665 0.318333 0 0 0 0.0166667 0 0.265996 600 0.101215 +{WHITE} 0.550134 0.184766 0.0821184 0.1205 0 0.0130913 0 0.0211247 0.0113062 0.0169592 0 0.200272 3361 0.56697 +{PINK} 0 0.471842 0.203957 0.0852359 0.147641 0.0791476 0 0 0.0121766 0 0 0.168707 1314 0.22166 +{GRAY} 0 0 0.685366 0.280488 0 0 0 0 0.0341463 0 0 0.140138 410 0.0691633 +{ORANGE} 0 0 0 0 0 0 0.922535 0 0.0774648 0 0 0.12442 142 0.0239541 +{RED, YELLOW} 0 0 0 0 0 0 0 0.882353 0 0.117647 0 0.0585286 68 0.011471 +{CINNAMON} 0 0 0 0 0 0 0 0 0 0 1 0.0419385 33 0.0055668 +Total 0.31191 0.209345 0.13917 0.106613 0.100034 0.0571862 0.0220985 0.0220985 0.0133266 0.0126518 0.0055668 1 5928 1 + +Target variable stats +Group Frequency Coverage Size Value list +{NONE_GRAY_BLACK_CHOCOLATE} 1849 0.31191 157 NONE_GRAY_BLACK_CHOCOLATE * +{FOUL_RED_WHITE_BUFF, SPICY_BROWN_WHITE_BUFF, FISHY_RED_WHITE_BUFF, ...} 1241 0.209345 6 FOUL_RED_WHITE_BUFF SPICY_BROWN_WHITE_BUFF FISHY_RED_WHITE_BUFF SPICY_RED_WHITE_BUFF FISHY_BROWN_WHITE_BUFF FOUL_BROWN_WHITE_BUFF +{NONE_GRAY_BROWN_PURPLE, NONE_RED_BROWN_WHITE, NONE_GRAY_BLACK_WHITE, ...} 825 0.13917 16 NONE_GRAY_BROWN_PURPLE NONE_RED_BROWN_WHITE NONE_GRAY_BLACK_WHITE NONE_RED_BROWN_PINK NONE_GRAY_BROWN_WHITE NONE_BROWN_BLACK_PURPLE NONE_RED_BROWN_BROWN NONE_BROWN_BROWN_WHITE NONE_BROWN_BLACK_WHITE NONE_BROWN_BROWN_PURPLE NONE_GRAY_BLACK_PURPLE NONE_RED_BLACK_BROWN NONE_RED_BLACK_PURPLE NONE_RED_BLACK_WHITE NONE_RED_BROWN_PURPLE NONE_RED_BLACK_PINK +{NONE_GRAY_BLACK_PINK, NONE_GRAY_BLACK_BROWN, NONE_GRAY_BROWN_PINK, ...} 632 0.106613 7 NONE_GRAY_BLACK_PINK NONE_GRAY_BLACK_BROWN NONE_GRAY_BROWN_PINK NONE_GRAY_BROWN_BROWN NONE_BROWN_BROWN_PINK NONE_BROWN_BLACK_BROWN NONE_BROWN_BLACK_PINK +{FOUL_YELLOW_CHOCOLATE_CHOCOLATE, FOUL_YELLOW_CHOCOLATE_PINK, FOUL_YELLOW_CHOCOLATE_GRAY, ...} 593 0.100034 4 FOUL_YELLOW_CHOCOLATE_CHOCOLATE FOUL_YELLOW_CHOCOLATE_PINK FOUL_YELLOW_CHOCOLATE_GRAY FOUL_GRAY_CHOCOLATE_GRAY +{FOUL_GRAY_CHOCOLATE_CHOCOLATE, FOUL_GRAY_CHOCOLATE_PINK} 339 0.0571862 2 FOUL_GRAY_CHOCOLATE_CHOCOLATE FOUL_GRAY_CHOCOLATE_PINK +{NONE_BROWN_BUFF_ORANGE, NONE_BROWN_BUFF_YELLOW, NONE_BROWN_BROWN_ORANGE, ...} 131 0.0220985 11 NONE_BROWN_BUFF_ORANGE NONE_BROWN_BUFF_YELLOW NONE_BROWN_BROWN_ORANGE NONE_BROWN_ORANGE_BROWN NONE_BROWN_ORANGE_ORANGE NONE_BROWN_BROWN_YELLOW NONE_BROWN_YELLOW_YELLOW NONE_BROWN_ORANGE_YELLOW NONE_BROWN_YELLOW_ORANGE NONE_BROWN_BUFF_BROWN NONE_BROWN_YELLOW_BROWN +{NONE_BUFF_WHITE_WHITE, NONE_PINK_WHITE_WHITE, NONE_BUFF_WHITE_RED, ...} 131 0.0220985 9 NONE_BUFF_WHITE_WHITE NONE_PINK_WHITE_WHITE NONE_BUFF_WHITE_RED NONE_BROWN_WHITE_RED NONE_PINK_WHITE_RED NONE_RED_WHITE_RED NONE_RED_WHITE_WHITE NONE_YELLOW_WHITE_WHITE NONE_YELLOW_WHITE_YELLOW +{NONE_BROWN_BROWN_BROWN} 79 0.0133266 1 NONE_BROWN_BROWN_BROWN +{NONE_BROWN_WHITE_WHITE} 75 0.0126518 1 NONE_BROWN_WHITE_WHITE +{MUSTY_BROWN_WHITE_YELLOW, MUSTY_BROWN_WHITE_WHITE, MUSTY_CINNAMON_WHITE_YELLOW, ...} 33 0.0055668 6 MUSTY_BROWN_WHITE_YELLOW MUSTY_BROWN_WHITE_WHITE MUSTY_CINNAMON_WHITE_YELLOW MUSTY_CINNAMON_WHITE_WHITE MUSTY_RED_WHITE_WHITE MUSTY_RED_WHITE_YELLOW + +Values +Value Frequency Coverage +WHITE 3361 0.56697 +PINK 1314 0.22166 +GRAY 410 0.0691633 +BROWN 316 0.0533063 +BUFF 284 0.0479082 +ORANGE 142 0.0239541 +RED 63 0.0106275 +CINNAMON 33 0.0055668 +YELLOW 5 0.000843455 + +---------------------------------------------- +Rank R08 +Variable Categorical StalkShape + +Variable stats +Group Size Value list +{TAPERING} 1 TAPERING +{ENLARGING} 1 ENLARGING * + +% target values +Group {FOUL_RED_WHITE_BUFF, SPICY_BROWN_WHITE_BUFF, FISHY_RED_WHITE_BUFF, ...} {FOUL_YELLOW_CHOCOLATE_CHOCOLATE} {NONE_GRAY_BLACK_PINK, NONE_GRAY_BLACK_BROWN, NONE_GRAY_BROWN_PINK, ...} {FOUL_GRAY_CHOCOLATE_CHOCOLATE, FOUL_GRAY_CHOCOLATE_PINK, ALMOND_YELLOW_BROWN_WHITE, ...} Interest Frequency Coverage +{ENLARGING} 0 0.805589 0.0251114 0.169299 0.537089 2469 0.416498 +{TAPERING} 0.746169 0 0.233015 0.0208153 0.462911 3459 0.583502 +Total 0.435391 0.335526 0.146424 0.0826586 1 5928 1 + +Target variable stats +Group Frequency Coverage Size Value list +{FOUL_RED_WHITE_BUFF, SPICY_BROWN_WHITE_BUFF, FISHY_RED_WHITE_BUFF, ...} 2581 0.435391 55 FOUL_RED_WHITE_BUFF SPICY_BROWN_WHITE_BUFF FISHY_RED_WHITE_BUFF SPICY_RED_WHITE_BUFF FISHY_BROWN_WHITE_BUFF FOUL_BROWN_WHITE_BUFF NONE_GRAY_BROWN_PURPLE NONE_RED_BROWN_WHITE NONE_GRAY_BLACK_WHITE NONE_RED_BROWN_PINK NONE_GRAY_BLACK_CHOCOLATE NONE_GRAY_BROWN_WHITE NONE_BROWN_BLACK_PURPLE NONE_RED_BROWN_BROWN NONE_BROWN_BROWN_WHITE NONE_BROWN_BLACK_WHITE NONE_BROWN_BROWN_PURPLE NONE_GRAY_BLACK_PURPLE NONE_RED_BLACK_BROWN NONE_RED_BLACK_PURPLE NONE_GRAY_BROWN_CHOCOLATE NONE_RED_BLACK_WHITE NONE_RED_BROWN_PURPLE NONE_RED_BLACK_PINK NONE_WHITE_BROWN_PINK FOUL_BUFF_CHOCOLATE_CHOCOLATE FOUL_WHITE_CHOCOLATE_PINK NONE_WHITE_BLACK_PINK FOUL_BUFF_CHOCOLATE_WHITE NONE_WHITE_BLACK_BLACK FOUL_BUFF_CHOCOLATE_PINK FOUL_WHITE_CHOCOLATE_WHITE NONE_WHITE_BLACK_BROWN NONE_WHITE_BROWN_BROWN FOUL_WHITE_CHOCOLATE_CHOCOLATE FOUL_GRAY_CHOCOLATE_WHITE NONE_BROWN_BLACK_CHOCOLATE NONE_WHITE_BLACK_CHOCOLATE NONE_WHITE_BROWN_BLACK NONE_BROWN_BROWN_CHOCOLATE NONE_WHITE_BROWN_CHOCOLATE ALMOND_WHITE_PURPLE_PINK ALMOND_YELLOW_PURPLE_BROWN ALMOND_WHITE_BROWN_PINK ALMOND_WHITE_PURPLE_BROWN ALMOND_YELLOW_PURPLE_PINK ALMOND_YELLOW_PURPLE_WHITE ANISE_WHITE_BROWN_PINK ANISE_WHITE_PURPLE_PINK ANISE_WHITE_PURPLE_WHITE ANISE_YELLOW_PURPLE_BROWN ALMOND_WHITE_PURPLE_WHITE ANISE_WHITE_PURPLE_BROWN ANISE_YELLOW_PURPLE_PINK ANISE_YELLOW_PURPLE_WHITE +{FOUL_YELLOW_CHOCOLATE_CHOCOLATE} 1989 0.335526 141 FOUL_YELLOW_CHOCOLATE_CHOCOLATE * +{NONE_GRAY_BLACK_PINK, NONE_GRAY_BLACK_BROWN, NONE_GRAY_BROWN_PINK, ...} 868 0.146424 12 NONE_GRAY_BLACK_PINK NONE_GRAY_BLACK_BROWN NONE_GRAY_BROWN_PINK NONE_GRAY_BROWN_BROWN NONE_BROWN_BROWN_PINK NONE_BROWN_BLACK_BROWN NONE_BROWN_BROWN_BROWN NONE_BROWN_BLACK_PINK NONE_GRAY_BROWN_BLACK NONE_GRAY_BLACK_BLACK NONE_BROWN_BLACK_BLACK NONE_BROWN_BROWN_BLACK +{FOUL_GRAY_CHOCOLATE_CHOCOLATE, FOUL_GRAY_CHOCOLATE_PINK, ALMOND_YELLOW_BROWN_WHITE, ...} 490 0.0826586 12 FOUL_GRAY_CHOCOLATE_CHOCOLATE FOUL_GRAY_CHOCOLATE_PINK ALMOND_YELLOW_BROWN_WHITE ANISE_YELLOW_BROWN_WHITE ALMOND_WHITE_BROWN_WHITE ALMOND_YELLOW_BROWN_BROWN ANISE_WHITE_BROWN_WHITE ANISE_YELLOW_BROWN_BROWN ALMOND_WHITE_BROWN_BROWN ANISE_WHITE_BROWN_BROWN ALMOND_YELLOW_BROWN_PINK ANISE_YELLOW_BROWN_PINK + +Values +Value Frequency Coverage +TAPERING 3459 0.583502 +ENLARGING 2469 0.416498 + +---------------------------------------------- +Rank R09 +Variable Categorical StalkSurfaceBelowRing + +Variable stats +Group Size Value list +{SMOOTH} 1 SMOOTH +{SILKY} 1 SILKY +{FIBROUS} 1 FIBROUS +{SCALY} 1 SCALY * + +% target values +Group {NONE_GRAY_BROWN_PURPLE} {FOUL_RED_WHITE_BUFF, SPICY_BROWN_WHITE_BUFF, FISHY_RED_WHITE_BUFF, ...} {NONE_GRAY_BLACK_PINK, NONE_GRAY_BLACK_BROWN, NONE_GRAY_BROWN_PINK, ...} {NONE_GRAY_BLACK_CHOCOLATE, NONE_GRAY_BROWN_BLACK, NONE_GRAY_BROWN_CHOCOLATE, ...} {FOUL_YELLOW_CHOCOLATE_CHOCOLATE, FOUL_YELLOW_CHOCOLATE_PINK, FOUL_YELLOW_CHOCOLATE_GRAY, ...} {FOUL_GRAY_CHOCOLATE_CHOCOLATE, FOUL_GRAY_CHOCOLATE_PINK} {NONE_BROWN_WHITE_WHITE, ALMOND_YELLOW_BROWN_WHITE, ANISE_YELLOW_BROWN_WHITE, ...} {NONE_YELLOW_WHITE_WHITE, MUSTY_BROWN_WHITE_YELLOW, ALMOND_YELLOW_BLACK_PINK, ...} {NONE_GREEN_CHOCOLATE_CHOCOLATE, NONE_PURPLE_CHOCOLATE_CHOCOLATE, NONE_PURPLE_CHOCOLATE_PINK, ...} Interest Frequency Coverage +{SILKY} 0 0.446384 0 0 0.369701 0.183915 0 0 0 0.421371 1604 0.27058 +{SMOOTH} 0.502091 0.204349 0.156398 0.0942292 0 0.00613326 0.0367996 0 0 0.222326 3587 0.605094 +{FIBROUS} 0 0 0.275735 0.582721 0 0.0404412 0.0330882 0 0.0680147 0.198504 544 0.0917679 +{SCALY} 0 0 0 0 0 0 0.362694 0.637306 0 0.157798 193 0.0325574 +Total 0.303812 0.244433 0.119939 0.110493 0.100034 0.0571862 0.037112 0.020749 0.00624157 1 5928 1 + +Target variable stats +Group Frequency Coverage Size Value list +{NONE_GRAY_BROWN_PURPLE} 1801 0.303812 125 NONE_GRAY_BROWN_PURPLE * +{FOUL_RED_WHITE_BUFF, SPICY_BROWN_WHITE_BUFF, FISHY_RED_WHITE_BUFF, ...} 1449 0.244433 12 FOUL_RED_WHITE_BUFF SPICY_BROWN_WHITE_BUFF FISHY_RED_WHITE_BUFF SPICY_RED_WHITE_BUFF FISHY_BROWN_WHITE_BUFF FOUL_BROWN_WHITE_BUFF NONE_GRAY_WHITE_WHITE NONE_WHITE_WHITE_WHITE NONE_WHITE_WHITE_PINK NONE_WHITE_WHITE_GRAY NONE_GRAY_WHITE_GRAY NONE_GRAY_WHITE_PINK +{NONE_GRAY_BLACK_PINK, NONE_GRAY_BLACK_BROWN, NONE_GRAY_BROWN_PINK, ...} 711 0.119939 8 NONE_GRAY_BLACK_PINK NONE_GRAY_BLACK_BROWN NONE_GRAY_BROWN_PINK NONE_GRAY_BROWN_BROWN NONE_BROWN_BROWN_PINK NONE_BROWN_BLACK_BROWN NONE_BROWN_BROWN_BROWN NONE_BROWN_BLACK_PINK +{NONE_GRAY_BLACK_CHOCOLATE, NONE_GRAY_BROWN_BLACK, NONE_GRAY_BROWN_CHOCOLATE, ...} 655 0.110493 24 NONE_GRAY_BLACK_CHOCOLATE NONE_GRAY_BROWN_BLACK NONE_GRAY_BROWN_CHOCOLATE NONE_GRAY_BLACK_BLACK NONE_BROWN_BLACK_BLACK NONE_BROWN_BROWN_BLACK NONE_WHITE_BROWN_PINK FOUL_BUFF_CHOCOLATE_CHOCOLATE FOUL_WHITE_CHOCOLATE_PINK NONE_WHITE_BLACK_PINK FOUL_BUFF_CHOCOLATE_WHITE NONE_CINNAMON_WHITE_WHITE NONE_WHITE_BLACK_BLACK FOUL_BUFF_CHOCOLATE_PINK FOUL_WHITE_CHOCOLATE_WHITE NONE_WHITE_BLACK_BROWN NONE_WHITE_BROWN_BROWN FOUL_WHITE_CHOCOLATE_CHOCOLATE FOUL_GRAY_CHOCOLATE_WHITE NONE_BROWN_BLACK_CHOCOLATE NONE_WHITE_BLACK_CHOCOLATE NONE_WHITE_BROWN_BLACK NONE_BROWN_BROWN_CHOCOLATE NONE_WHITE_BROWN_CHOCOLATE +{FOUL_YELLOW_CHOCOLATE_CHOCOLATE, FOUL_YELLOW_CHOCOLATE_PINK, FOUL_YELLOW_CHOCOLATE_GRAY, ...} 593 0.100034 4 FOUL_YELLOW_CHOCOLATE_CHOCOLATE FOUL_YELLOW_CHOCOLATE_PINK FOUL_YELLOW_CHOCOLATE_GRAY FOUL_GRAY_CHOCOLATE_GRAY +{FOUL_GRAY_CHOCOLATE_CHOCOLATE, FOUL_GRAY_CHOCOLATE_PINK} 339 0.0571862 2 FOUL_GRAY_CHOCOLATE_CHOCOLATE FOUL_GRAY_CHOCOLATE_PINK +{NONE_BROWN_WHITE_WHITE, ALMOND_YELLOW_BROWN_WHITE, ANISE_YELLOW_BROWN_WHITE, ...} 220 0.037112 11 NONE_BROWN_WHITE_WHITE ALMOND_YELLOW_BROWN_WHITE ANISE_YELLOW_BROWN_WHITE ALMOND_YELLOW_BLACK_WHITE ANISE_YELLOW_BLACK_WHITE ALMOND_YELLOW_BROWN_BROWN ANISE_YELLOW_BROWN_BROWN ALMOND_YELLOW_BLACK_BROWN ALMOND_YELLOW_BROWN_PINK ANISE_YELLOW_BLACK_BROWN ANISE_YELLOW_BROWN_PINK +{NONE_YELLOW_WHITE_WHITE, MUSTY_BROWN_WHITE_YELLOW, ALMOND_YELLOW_BLACK_PINK, ...} 123 0.020749 22 NONE_YELLOW_WHITE_WHITE MUSTY_BROWN_WHITE_YELLOW ALMOND_YELLOW_BLACK_PINK MUSTY_BROWN_WHITE_WHITE ANISE_BROWN_BLACK_WHITE ALMOND_BROWN_BLACK_BROWN ALMOND_BROWN_BLACK_PINK ALMOND_BROWN_BLACK_WHITE ALMOND_BROWN_BROWN_PINK ALMOND_BROWN_BROWN_WHITE ANISE_BROWN_BLACK_BROWN ANISE_BROWN_BLACK_PINK ANISE_BROWN_BROWN_BROWN ANISE_BROWN_BROWN_WHITE MUSTY_CINNAMON_WHITE_YELLOW ALMOND_BROWN_BROWN_BROWN ANISE_BROWN_BROWN_PINK ANISE_YELLOW_BLACK_PINK MUSTY_CINNAMON_WHITE_WHITE MUSTY_RED_WHITE_WHITE MUSTY_RED_WHITE_YELLOW NONE_YELLOW_WHITE_YELLOW +{NONE_GREEN_CHOCOLATE_CHOCOLATE, NONE_PURPLE_CHOCOLATE_CHOCOLATE, NONE_PURPLE_CHOCOLATE_PINK, ...} 37 0.00624157 12 NONE_GREEN_CHOCOLATE_CHOCOLATE NONE_PURPLE_CHOCOLATE_CHOCOLATE NONE_PURPLE_CHOCOLATE_PINK NONE_WHITE_CHOCOLATE_PURPLE NONE_WHITE_CHOCOLATE_WHITE NONE_GREEN_CHOCOLATE_WHITE NONE_PURPLE_CHOCOLATE_PURPLE NONE_WHITE_CHOCOLATE_CHOCOLATE NONE_WHITE_CHOCOLATE_PINK NONE_GREEN_CHOCOLATE_PURPLE NONE_PURPLE_CHOCOLATE_WHITE NONE_GREEN_CHOCOLATE_PINK + +Values +Value Frequency Coverage +SMOOTH 3587 0.605094 +SILKY 1604 0.27058 +FIBROUS 544 0.0917679 +SCALY 193 0.0325574 + +---------------------------------------------- +Rank R10 +Variable Categorical GillSize + +Variable stats +Group Size Value list +{BROAD} 1 BROAD +{NARROW} 1 NARROW * + +% target values +Group {FOUL_GRAY_CHOCOLATE_CHOCOLATE} {FOUL_RED_WHITE_BUFF, SPICY_BROWN_WHITE_BUFF, FISHY_RED_WHITE_BUFF, ...} {NONE_GRAY_BLACK_PINK, NONE_GRAY_BLACK_BROWN, NONE_GRAY_BROWN_PINK, ...} {PUNGENT_BROWN_BLACK_BLACK, PUNGENT_BROWN_BLACK_BROWN, PUNGENT_BROWN_BLACK_WHITE, ...} {NONE_BROWN_WHITE_WHITE, NONE_CINNAMON_WHITE_WHITE} Interest Frequency Coverage +{NARROW} 0 0.686774 0.0464859 0.231876 0.0348644 0.579772 1807 0.304825 +{BROAD} 0.755884 0 0.235622 0 0.00849308 0.420228 4121 0.695175 +Total 0.525472 0.209345 0.177969 0.0706815 0.0165317 1 5928 1 + +Target variable stats +Group Frequency Coverage Size Value list +{FOUL_GRAY_CHOCOLATE_CHOCOLATE} 3115 0.525472 117 FOUL_GRAY_CHOCOLATE_CHOCOLATE * +{FOUL_RED_WHITE_BUFF, SPICY_BROWN_WHITE_BUFF, FISHY_RED_WHITE_BUFF, ...} 1241 0.209345 6 FOUL_RED_WHITE_BUFF SPICY_BROWN_WHITE_BUFF FISHY_RED_WHITE_BUFF SPICY_RED_WHITE_BUFF FISHY_BROWN_WHITE_BUFF FOUL_BROWN_WHITE_BUFF +{NONE_GRAY_BLACK_PINK, NONE_GRAY_BLACK_BROWN, NONE_GRAY_BROWN_PINK, ...} 1055 0.177969 23 NONE_GRAY_BLACK_PINK NONE_GRAY_BLACK_BROWN NONE_GRAY_BROWN_PINK NONE_GRAY_BROWN_BROWN NONE_BROWN_BROWN_PINK NONE_BROWN_BLACK_BROWN NONE_BROWN_BROWN_BROWN NONE_BROWN_BLACK_PINK NONE_GRAY_BROWN_BLACK NONE_GRAY_BLACK_BLACK NONE_WHITE_WHITE_WHITE NONE_BROWN_BLACK_BLACK NONE_BROWN_BROWN_BLACK ALMOND_YELLOW_BROWN_WHITE ANISE_YELLOW_BROWN_WHITE ALMOND_WHITE_BROWN_WHITE ALMOND_YELLOW_BROWN_BROWN ANISE_WHITE_BROWN_WHITE ANISE_YELLOW_BROWN_BROWN ALMOND_WHITE_BROWN_BROWN ANISE_WHITE_BROWN_BROWN ALMOND_YELLOW_BROWN_PINK ANISE_YELLOW_BROWN_PINK +{PUNGENT_BROWN_BLACK_BLACK, PUNGENT_BROWN_BLACK_BROWN, PUNGENT_BROWN_BLACK_WHITE, ...} 419 0.0706815 72 PUNGENT_BROWN_BLACK_BLACK PUNGENT_BROWN_BLACK_BROWN PUNGENT_BROWN_BLACK_WHITE PUNGENT_BROWN_BROWN_BROWN PUNGENT_BROWN_BROWN_WHITE PUNGENT_WHITE_BLACK_BROWN PUNGENT_WHITE_BROWN_BROWN NONE_YELLOW_WHITE_WHITE PUNGENT_BROWN_BROWN_PINK PUNGENT_WHITE_BLACK_BLACK PUNGENT_BROWN_BROWN_BLACK PUNGENT_WHITE_BROWN_BLACK PUNGENT_WHITE_BROWN_PINK PUNGENT_WHITE_BROWN_WHITE PUNGENT_WHITE_BLACK_WHITE PUNGENT_WHITE_BLACK_PINK CREOSOTE_GRAY_BLACK_GRAY CREOSOTE_GRAY_BLACK_PURPLE CREOSOTE_GRAY_BROWN_GRAY CREOSOTE_PINK_BLACK_BROWN CREOSOTE_PINK_BROWN_PINK CREOSOTE_WHITE_BROWN_GRAY PUNGENT_BROWN_BLACK_PINK CREOSOTE_GRAY_BLACK_BROWN CREOSOTE_GRAY_BLACK_PINK CREOSOTE_GRAY_BROWN_BROWN CREOSOTE_GRAY_BROWN_PURPLE CREOSOTE_PINK_BLACK_GRAY CREOSOTE_PINK_BLACK_PURPLE CREOSOTE_PINK_BROWN_BROWN CREOSOTE_PINK_BROWN_PURPLE CREOSOTE_WHITE_BLACK_GRAY CREOSOTE_WHITE_BLACK_PURPLE CREOSOTE_PINK_BLACK_PINK CREOSOTE_WHITE_BLACK_PINK CREOSOTE_WHITE_BROWN_PINK CREOSOTE_WHITE_BROWN_PURPLE NONE_BROWN_BROWN_GRAY NONE_GRAY_BLACK_GRAY ALMOND_WHITE_PURPLE_PINK ALMOND_YELLOW_PURPLE_BROWN CREOSOTE_GRAY_BROWN_PINK CREOSOTE_PINK_BROWN_GRAY CREOSOTE_WHITE_BLACK_BROWN CREOSOTE_WHITE_BROWN_BROWN NONE_BROWN_BLACK_GRAY NONE_GREEN_CHOCOLATE_CHOCOLATE NONE_PURPLE_CHOCOLATE_CHOCOLATE NONE_PURPLE_CHOCOLATE_PINK NONE_WHITE_CHOCOLATE_PURPLE NONE_WHITE_CHOCOLATE_WHITE ALMOND_WHITE_BROWN_PINK ALMOND_WHITE_PURPLE_BROWN ALMOND_YELLOW_PURPLE_PINK ALMOND_YELLOW_PURPLE_WHITE ANISE_WHITE_BROWN_PINK ANISE_WHITE_PURPLE_PINK ANISE_WHITE_PURPLE_WHITE ANISE_YELLOW_PURPLE_BROWN NONE_GRAY_BROWN_GRAY NONE_GREEN_CHOCOLATE_WHITE NONE_PURPLE_CHOCOLATE_PURPLE NONE_WHITE_CHOCOLATE_CHOCOLATE NONE_WHITE_CHOCOLATE_PINK ALMOND_WHITE_PURPLE_WHITE ANISE_WHITE_PURPLE_BROWN ANISE_YELLOW_PURPLE_PINK ANISE_YELLOW_PURPLE_WHITE NONE_GREEN_CHOCOLATE_PURPLE NONE_PURPLE_CHOCOLATE_WHITE NONE_YELLOW_WHITE_YELLOW NONE_GREEN_CHOCOLATE_PINK +{NONE_BROWN_WHITE_WHITE, NONE_CINNAMON_WHITE_WHITE} 98 0.0165317 2 NONE_BROWN_WHITE_WHITE NONE_CINNAMON_WHITE_WHITE + +Values +Value Frequency Coverage +BROAD 4121 0.695175 +NARROW 1807 0.304825 + +---------------------------------------------- +Rank R11 +Variable Categorical Bruise + +Variable stats +Group Size Value list +{NO} 1 NO +{BRUISES} 1 BRUISES * + +% target values +Group {FOUL_RED_WHITE_BUFF, SPICY_BROWN_WHITE_BUFF, FISHY_RED_WHITE_BUFF, ...} {NONE_GRAY_BROWN_PURPLE} {NONE_GRAY_BLACK_PINK, NONE_GRAY_BLACK_BROWN, NONE_GRAY_BROWN_PINK, ...} {FOUL_GRAY_CHOCOLATE_CHOCOLATE, FOUL_GRAY_CHOCOLATE_PINK, NONE_BROWN_WHITE_WHITE, ...} {NONE_BROWN_BLACK_CHOCOLATE, NONE_WHITE_BLACK_CHOCOLATE, NONE_WHITE_BROWN_BLACK, ...} Interest Frequency Coverage +{BRUISES} 0 0.80339 0.163136 0.0334746 0 0.546561 2360 0.398111 +{NO} 0.656951 0 0.0913677 0.121917 0.129765 0.453439 3568 0.601889 +Total 0.395412 0.319838 0.119939 0.0867072 0.0781039 1 5928 1 + +Target variable stats +Group Frequency Coverage Size Value list +{FOUL_RED_WHITE_BUFF, SPICY_BROWN_WHITE_BUFF, FISHY_RED_WHITE_BUFF, ...} 2344 0.395412 25 FOUL_RED_WHITE_BUFF SPICY_BROWN_WHITE_BUFF FISHY_RED_WHITE_BUFF SPICY_RED_WHITE_BUFF FISHY_BROWN_WHITE_BUFF FOUL_BROWN_WHITE_BUFF FOUL_YELLOW_CHOCOLATE_CHOCOLATE FOUL_YELLOW_CHOCOLATE_PINK FOUL_YELLOW_CHOCOLATE_GRAY FOUL_GRAY_CHOCOLATE_GRAY NONE_GRAY_BLACK_CHOCOLATE NONE_GRAY_BROWN_BLACK NONE_GRAY_BROWN_CHOCOLATE NONE_GRAY_BLACK_BLACK NONE_WHITE_WHITE_PINK NONE_WHITE_WHITE_GRAY NONE_GRAY_WHITE_GRAY NONE_GRAY_WHITE_PINK NONE_BROWN_BLACK_BLACK NONE_BROWN_BROWN_BLACK NONE_WHITE_BROWN_PINK NONE_WHITE_BLACK_PINK NONE_WHITE_BLACK_BLACK NONE_WHITE_BLACK_BROWN NONE_WHITE_BROWN_BROWN +{NONE_GRAY_BROWN_PURPLE} 1896 0.319838 117 NONE_GRAY_BROWN_PURPLE * +{NONE_GRAY_BLACK_PINK, NONE_GRAY_BLACK_BROWN, NONE_GRAY_BROWN_PINK, ...} 711 0.119939 8 NONE_GRAY_BLACK_PINK NONE_GRAY_BLACK_BROWN NONE_GRAY_BROWN_PINK NONE_GRAY_BROWN_BROWN NONE_BROWN_BROWN_PINK NONE_BROWN_BLACK_BROWN NONE_BROWN_BROWN_BROWN NONE_BROWN_BLACK_PINK +{FOUL_GRAY_CHOCOLATE_CHOCOLATE, FOUL_GRAY_CHOCOLATE_PINK, NONE_BROWN_WHITE_WHITE, ...} 514 0.0867072 6 FOUL_GRAY_CHOCOLATE_CHOCOLATE FOUL_GRAY_CHOCOLATE_PINK NONE_BROWN_WHITE_WHITE NONE_GRAY_WHITE_WHITE NONE_WHITE_WHITE_WHITE NONE_CINNAMON_WHITE_WHITE +{NONE_BROWN_BLACK_CHOCOLATE, NONE_WHITE_BLACK_CHOCOLATE, NONE_WHITE_BROWN_BLACK, ...} 463 0.0781039 64 NONE_BROWN_BLACK_CHOCOLATE NONE_WHITE_BLACK_CHOCOLATE NONE_WHITE_BROWN_BLACK NONE_BROWN_BROWN_CHOCOLATE NONE_WHITE_BROWN_CHOCOLATE NONE_BROWN_BUFF_ORANGE NONE_BROWN_BUFF_YELLOW NONE_BROWN_BROWN_ORANGE NONE_BROWN_ORANGE_BROWN NONE_BROWN_ORANGE_ORANGE NONE_BROWN_BROWN_YELLOW NONE_BROWN_YELLOW_YELLOW NONE_BROWN_ORANGE_YELLOW NONE_BROWN_YELLOW_ORANGE NONE_YELLOW_WHITE_WHITE MUSTY_BROWN_WHITE_YELLOW NONE_BROWN_BUFF_BROWN MUSTY_BROWN_WHITE_WHITE NONE_BROWN_YELLOW_BROWN CREOSOTE_GRAY_BLACK_GRAY CREOSOTE_GRAY_BLACK_PURPLE CREOSOTE_GRAY_BROWN_GRAY CREOSOTE_PINK_BLACK_BROWN CREOSOTE_PINK_BROWN_PINK CREOSOTE_WHITE_BROWN_GRAY CREOSOTE_GRAY_BLACK_BROWN CREOSOTE_GRAY_BLACK_PINK CREOSOTE_GRAY_BROWN_BROWN CREOSOTE_GRAY_BROWN_PURPLE CREOSOTE_PINK_BLACK_GRAY CREOSOTE_PINK_BLACK_PURPLE CREOSOTE_PINK_BROWN_BROWN CREOSOTE_PINK_BROWN_PURPLE CREOSOTE_WHITE_BLACK_GRAY CREOSOTE_WHITE_BLACK_PURPLE CREOSOTE_PINK_BLACK_PINK CREOSOTE_WHITE_BLACK_PINK CREOSOTE_WHITE_BROWN_PINK CREOSOTE_WHITE_BROWN_PURPLE MUSTY_CINNAMON_WHITE_YELLOW NONE_BROWN_BROWN_GRAY NONE_GRAY_BLACK_GRAY CREOSOTE_GRAY_BROWN_PINK CREOSOTE_PINK_BROWN_GRAY CREOSOTE_WHITE_BLACK_BROWN CREOSOTE_WHITE_BROWN_BROWN MUSTY_CINNAMON_WHITE_WHITE NONE_BROWN_BLACK_GRAY NONE_GREEN_CHOCOLATE_CHOCOLATE NONE_PURPLE_CHOCOLATE_CHOCOLATE NONE_PURPLE_CHOCOLATE_PINK NONE_WHITE_CHOCOLATE_PURPLE NONE_WHITE_CHOCOLATE_WHITE MUSTY_RED_WHITE_WHITE MUSTY_RED_WHITE_YELLOW NONE_GRAY_BROWN_GRAY NONE_GREEN_CHOCOLATE_WHITE NONE_PURPLE_CHOCOLATE_PURPLE NONE_WHITE_CHOCOLATE_CHOCOLATE NONE_WHITE_CHOCOLATE_PINK NONE_GREEN_CHOCOLATE_PURPLE NONE_PURPLE_CHOCOLATE_WHITE NONE_YELLOW_WHITE_YELLOW NONE_GREEN_CHOCOLATE_PINK + +Values +Value Frequency Coverage +NO 3568 0.601889 +BRUISES 2360 0.398111 + +---------------------------------------------- +Rank R12 +Variable Categorical StalkSurfaceAboveRing + +Variable stats +Group Size Value list +{SMOOTH} 1 SMOOTH +{SILKY} 1 SILKY +{FIBROUS} 1 FIBROUS +{SCALY} 1 SCALY * + +% target values +Group {NONE_GRAY_BROWN_PURPLE} {FOUL_RED_WHITE_BUFF, SPICY_BROWN_WHITE_BUFF, FISHY_RED_WHITE_BUFF, ...} {NONE_GRAY_BLACK_PINK, NONE_GRAY_BLACK_BROWN, NONE_GRAY_BROWN_PINK, ...} {NONE_GRAY_BLACK_CHOCOLATE, NONE_GRAY_BROWN_BLACK, NONE_GRAY_BROWN_CHOCOLATE, ...} {FOUL_YELLOW_CHOCOLATE_CHOCOLATE, FOUL_YELLOW_CHOCOLATE_PINK, FOUL_YELLOW_CHOCOLATE_GRAY, ...} {FOUL_GRAY_CHOCOLATE_CHOCOLATE, FOUL_GRAY_CHOCOLATE_PINK} {NONE_BROWN_WHITE_WHITE, NONE_YELLOW_WHITE_YELLOW} Interest Frequency Coverage +{SILKY} 0 0.431942 0 0 0.383545 0.178463 0.00604961 0.502833 1653 0.278846 +{SMOOTH} 0.548894 0.195843 0.150013 0.0900613 0 0.00532907 0.00985878 0.253812 3753 0.633097 +{FIBROUS} 0 0 0.291913 0.625247 0 0.0473373 0.035503 0.226616 507 0.0855263 +{SCALY} 0 0 0 0 0.2 0 0.8 0.0167393 15 0.00253036 +Total 0.347503 0.244433 0.119939 0.110493 0.107456 0.0571862 0.0129892 1 5928 1 + +Target variable stats +Group Frequency Coverage Size Value list +{NONE_GRAY_BROWN_PURPLE} 2060 0.347503 161 NONE_GRAY_BROWN_PURPLE * +{FOUL_RED_WHITE_BUFF, SPICY_BROWN_WHITE_BUFF, FISHY_RED_WHITE_BUFF, ...} 1449 0.244433 12 FOUL_RED_WHITE_BUFF SPICY_BROWN_WHITE_BUFF FISHY_RED_WHITE_BUFF SPICY_RED_WHITE_BUFF FISHY_BROWN_WHITE_BUFF FOUL_BROWN_WHITE_BUFF NONE_GRAY_WHITE_WHITE NONE_WHITE_WHITE_WHITE NONE_WHITE_WHITE_PINK NONE_WHITE_WHITE_GRAY NONE_GRAY_WHITE_GRAY NONE_GRAY_WHITE_PINK +{NONE_GRAY_BLACK_PINK, NONE_GRAY_BLACK_BROWN, NONE_GRAY_BROWN_PINK, ...} 711 0.119939 8 NONE_GRAY_BLACK_PINK NONE_GRAY_BLACK_BROWN NONE_GRAY_BROWN_PINK NONE_GRAY_BROWN_BROWN NONE_BROWN_BROWN_PINK NONE_BROWN_BLACK_BROWN NONE_BROWN_BROWN_BROWN NONE_BROWN_BLACK_PINK +{NONE_GRAY_BLACK_CHOCOLATE, NONE_GRAY_BROWN_BLACK, NONE_GRAY_BROWN_CHOCOLATE, ...} 655 0.110493 24 NONE_GRAY_BLACK_CHOCOLATE NONE_GRAY_BROWN_BLACK NONE_GRAY_BROWN_CHOCOLATE NONE_GRAY_BLACK_BLACK NONE_BROWN_BLACK_BLACK NONE_BROWN_BROWN_BLACK NONE_WHITE_BROWN_PINK FOUL_BUFF_CHOCOLATE_CHOCOLATE FOUL_WHITE_CHOCOLATE_PINK NONE_WHITE_BLACK_PINK FOUL_BUFF_CHOCOLATE_WHITE NONE_CINNAMON_WHITE_WHITE NONE_WHITE_BLACK_BLACK FOUL_BUFF_CHOCOLATE_PINK FOUL_WHITE_CHOCOLATE_WHITE NONE_WHITE_BLACK_BROWN NONE_WHITE_BROWN_BROWN FOUL_WHITE_CHOCOLATE_CHOCOLATE FOUL_GRAY_CHOCOLATE_WHITE NONE_BROWN_BLACK_CHOCOLATE NONE_WHITE_BLACK_CHOCOLATE NONE_WHITE_BROWN_BLACK NONE_BROWN_BROWN_CHOCOLATE NONE_WHITE_BROWN_CHOCOLATE +{FOUL_YELLOW_CHOCOLATE_CHOCOLATE, FOUL_YELLOW_CHOCOLATE_PINK, FOUL_YELLOW_CHOCOLATE_GRAY, ...} 637 0.107456 11 FOUL_YELLOW_CHOCOLATE_CHOCOLATE FOUL_YELLOW_CHOCOLATE_PINK FOUL_YELLOW_CHOCOLATE_GRAY FOUL_GRAY_CHOCOLATE_GRAY NONE_YELLOW_WHITE_WHITE MUSTY_BROWN_WHITE_YELLOW MUSTY_BROWN_WHITE_WHITE MUSTY_CINNAMON_WHITE_YELLOW MUSTY_CINNAMON_WHITE_WHITE MUSTY_RED_WHITE_WHITE MUSTY_RED_WHITE_YELLOW +{FOUL_GRAY_CHOCOLATE_CHOCOLATE, FOUL_GRAY_CHOCOLATE_PINK} 339 0.0571862 2 FOUL_GRAY_CHOCOLATE_CHOCOLATE FOUL_GRAY_CHOCOLATE_PINK +{NONE_BROWN_WHITE_WHITE, NONE_YELLOW_WHITE_YELLOW} 77 0.0129892 2 NONE_BROWN_WHITE_WHITE NONE_YELLOW_WHITE_YELLOW + +Values +Value Frequency Coverage +SMOOTH 3753 0.633097 +SILKY 1653 0.278846 +FIBROUS 507 0.0855263 +SCALY 15 0.00253036 + +---------------------------------------------- +Rank R13 +Variable Categorical GillSpacing + +Variable stats +Group Size Value list +{CLOSE} 1 CLOSE +{CROWDED} 1 CROWDED * + +% target values +Group {FOUL_RED_WHITE_BUFF} {NONE_GRAY_BLACK_PINK, NONE_GRAY_BLACK_BROWN, NONE_GRAY_BROWN_PINK, ...} {NONE_GRAY_BLACK_CHOCOLATE, NONE_GRAY_BROWN_BLACK, NONE_GRAY_BROWN_CHOCOLATE, ...} Interest Frequency Coverage +{CROWDED} 0.000881834 0.361552 0.637566 0.704954 1134 0.191296 +{CLOSE} 0.858156 0.136003 0.00584063 0.295046 4794 0.808704 +Total 0.694163 0.17915 0.126687 1 5928 1 + +Target variable stats +Group Frequency Coverage Size Value list +{FOUL_RED_WHITE_BUFF} 4115 0.694163 139 FOUL_RED_WHITE_BUFF * +{NONE_GRAY_BLACK_PINK, NONE_GRAY_BLACK_BROWN, NONE_GRAY_BROWN_PINK, ...} 1062 0.17915 42 NONE_GRAY_BLACK_PINK NONE_GRAY_BLACK_BROWN NONE_GRAY_BROWN_PINK NONE_GRAY_BROWN_BROWN NONE_BROWN_BROWN_PINK NONE_BROWN_BLACK_BROWN NONE_BROWN_BROWN_BROWN NONE_BROWN_WHITE_WHITE NONE_BROWN_BLACK_PINK ALMOND_YELLOW_BROWN_WHITE ALMOND_WHITE_BROWN_WHITE ALMOND_YELLOW_BROWN_BROWN ANISE_WHITE_BROWN_WHITE ANISE_YELLOW_BROWN_BROWN ALMOND_WHITE_BROWN_BROWN ANISE_WHITE_BROWN_BROWN NONE_YELLOW_WHITE_WHITE ALMOND_YELLOW_BROWN_PINK ANISE_YELLOW_BROWN_PINK CREOSOTE_GRAY_BLACK_GRAY CREOSOTE_GRAY_BLACK_PURPLE CREOSOTE_GRAY_BROWN_GRAY CREOSOTE_PINK_BLACK_BROWN CREOSOTE_PINK_BROWN_PINK CREOSOTE_WHITE_BROWN_GRAY CREOSOTE_GRAY_BLACK_BROWN CREOSOTE_GRAY_BLACK_PINK CREOSOTE_GRAY_BROWN_BROWN CREOSOTE_GRAY_BROWN_PURPLE CREOSOTE_PINK_BLACK_GRAY CREOSOTE_PINK_BLACK_PURPLE CREOSOTE_PINK_BROWN_BROWN CREOSOTE_PINK_BROWN_PURPLE CREOSOTE_WHITE_BLACK_GRAY CREOSOTE_WHITE_BLACK_PURPLE CREOSOTE_WHITE_BLACK_PINK CREOSOTE_WHITE_BROWN_PINK CREOSOTE_WHITE_BROWN_PURPLE CREOSOTE_GRAY_BROWN_PINK CREOSOTE_PINK_BROWN_GRAY CREOSOTE_WHITE_BLACK_BROWN CREOSOTE_WHITE_BROWN_BROWN +{NONE_GRAY_BLACK_CHOCOLATE, NONE_GRAY_BROWN_BLACK, NONE_GRAY_BROWN_CHOCOLATE, ...} 751 0.126687 39 NONE_GRAY_BLACK_CHOCOLATE NONE_GRAY_BROWN_BLACK NONE_GRAY_BROWN_CHOCOLATE NONE_GRAY_BLACK_BLACK NONE_GRAY_WHITE_WHITE NONE_WHITE_WHITE_WHITE NONE_WHITE_WHITE_PINK NONE_WHITE_WHITE_GRAY NONE_GRAY_WHITE_GRAY NONE_GRAY_WHITE_PINK NONE_BROWN_BLACK_BLACK NONE_BROWN_BROWN_BLACK NONE_WHITE_BROWN_PINK NONE_WHITE_BLACK_PINK NONE_CINNAMON_WHITE_WHITE NONE_WHITE_BLACK_BLACK NONE_WHITE_BLACK_BROWN NONE_WHITE_BROWN_BROWN NONE_BROWN_BLACK_CHOCOLATE NONE_WHITE_BLACK_CHOCOLATE NONE_WHITE_BROWN_BLACK NONE_BROWN_BROWN_CHOCOLATE NONE_WHITE_BROWN_CHOCOLATE CREOSOTE_PINK_BLACK_PINK ALMOND_WHITE_PURPLE_PINK ALMOND_YELLOW_PURPLE_BROWN ALMOND_WHITE_BROWN_PINK ALMOND_WHITE_PURPLE_BROWN ALMOND_YELLOW_PURPLE_PINK ALMOND_YELLOW_PURPLE_WHITE ANISE_WHITE_BROWN_PINK ANISE_WHITE_PURPLE_PINK ANISE_WHITE_PURPLE_WHITE ANISE_YELLOW_PURPLE_BROWN ALMOND_WHITE_PURPLE_WHITE ANISE_WHITE_PURPLE_BROWN ANISE_YELLOW_PURPLE_PINK ANISE_YELLOW_PURPLE_WHITE NONE_YELLOW_WHITE_YELLOW + +Values +Value Frequency Coverage +CLOSE 4794 0.808704 +CROWDED 1134 0.191296 + +---------------------------------------------- +Rank R14 +Variable Categorical CapSurface + +Variable stats +Group Size Value list +{SCALY} 1 SCALY +{SMOOTH} 1 SMOOTH +{FIBROUS} 2 FIBROUS * + +% target values +Group {FOUL_YELLOW_CHOCOLATE_CHOCOLATE, FOUL_YELLOW_CHOCOLATE_PINK, FOUL_YELLOW_CHOCOLATE_GRAY, ...} {FOUL_RED_WHITE_BUFF, SPICY_BROWN_WHITE_BUFF, FISHY_RED_WHITE_BUFF, ...} {FOUL_GRAY_CHOCOLATE_CHOCOLATE, FOUL_GRAY_CHOCOLATE_PINK, NONE_GRAY_BLACK_PINK, ...} {NONE_GRAY_BLACK_CHOCOLATE, NONE_GRAY_BROWN_BLACK, NONE_GRAY_BROWN_CHOCOLATE, ...} {ALMOND_YELLOW_BROWN_WHITE, NONE_BUFF_WHITE_WHITE, ANISE_YELLOW_BROWN_WHITE, ...} {FOUL_BUFF_CHOCOLATE_CHOCOLATE, FOUL_WHITE_CHOCOLATE_PINK, FOUL_BUFF_CHOCOLATE_WHITE, ...} {MUSTY_BROWN_WHITE_YELLOW, ALMOND_YELLOW_BLACK_PINK, MUSTY_BROWN_WHITE_WHITE, ...} Interest Frequency Coverage +{FIBROUS} 0.42007 0 0.312135 0.259627 0.00816803 0 0 0.395787 1714 0.289136 +{SMOOTH} 0 0.324534 0.109731 0.219979 0.194617 0.151139 0 0.361136 1932 0.325911 +{SCALY} 0.310692 0.269062 0.175723 0.00175285 0.177476 0 0.0652936 0.243078 2282 0.384953 +Total 0.241059 0.209345 0.193657 0.147436 0.134109 0.0492578 0.025135 1 5928 1 + +Target variable stats +Group Frequency Coverage Size Value list +{FOUL_YELLOW_CHOCOLATE_CHOCOLATE, FOUL_YELLOW_CHOCOLATE_PINK, FOUL_YELLOW_CHOCOLATE_GRAY, ...} 1429 0.241059 21 FOUL_YELLOW_CHOCOLATE_CHOCOLATE FOUL_YELLOW_CHOCOLATE_PINK FOUL_YELLOW_CHOCOLATE_GRAY FOUL_GRAY_CHOCOLATE_GRAY NONE_GRAY_BROWN_PURPLE NONE_RED_BROWN_WHITE NONE_GRAY_BLACK_WHITE NONE_RED_BROWN_PINK NONE_GRAY_BROWN_WHITE NONE_BROWN_BLACK_PURPLE NONE_RED_BROWN_BROWN NONE_BROWN_BROWN_WHITE NONE_BROWN_BLACK_WHITE NONE_BROWN_BROWN_PURPLE NONE_GRAY_BLACK_PURPLE NONE_RED_BLACK_BROWN NONE_RED_BLACK_PURPLE NONE_RED_BLACK_WHITE NONE_RED_BROWN_PURPLE NONE_RED_BLACK_PINK NONE_YELLOW_WHITE_WHITE +{FOUL_RED_WHITE_BUFF, SPICY_BROWN_WHITE_BUFF, FISHY_RED_WHITE_BUFF, ...} 1241 0.209345 6 FOUL_RED_WHITE_BUFF SPICY_BROWN_WHITE_BUFF FISHY_RED_WHITE_BUFF SPICY_RED_WHITE_BUFF FISHY_BROWN_WHITE_BUFF FOUL_BROWN_WHITE_BUFF +{FOUL_GRAY_CHOCOLATE_CHOCOLATE, FOUL_GRAY_CHOCOLATE_PINK, NONE_GRAY_BLACK_PINK, ...} 1148 0.193657 12 FOUL_GRAY_CHOCOLATE_CHOCOLATE FOUL_GRAY_CHOCOLATE_PINK NONE_GRAY_BLACK_PINK NONE_GRAY_BLACK_BROWN NONE_GRAY_BROWN_PINK NONE_GRAY_BROWN_BROWN NONE_BROWN_BROWN_PINK NONE_BROWN_BLACK_BROWN NONE_BROWN_BROWN_BROWN NONE_BROWN_WHITE_WHITE NONE_BROWN_BLACK_PINK NONE_CINNAMON_WHITE_WHITE +{NONE_GRAY_BLACK_CHOCOLATE, NONE_GRAY_BROWN_BLACK, NONE_GRAY_BROWN_CHOCOLATE, ...} 874 0.147436 63 NONE_GRAY_BLACK_CHOCOLATE NONE_GRAY_BROWN_BLACK NONE_GRAY_BROWN_CHOCOLATE NONE_GRAY_BLACK_BLACK NONE_GRAY_WHITE_WHITE NONE_WHITE_WHITE_WHITE NONE_WHITE_WHITE_PINK NONE_WHITE_WHITE_GRAY NONE_GRAY_WHITE_GRAY NONE_GRAY_WHITE_PINK NONE_BROWN_BLACK_BLACK NONE_BROWN_BROWN_BLACK NONE_WHITE_BROWN_PINK NONE_WHITE_BLACK_PINK NONE_WHITE_BLACK_BLACK NONE_WHITE_BLACK_BROWN NONE_WHITE_BROWN_BROWN NONE_BROWN_BLACK_CHOCOLATE NONE_WHITE_BLACK_CHOCOLATE NONE_WHITE_BROWN_BLACK NONE_BROWN_BROWN_CHOCOLATE NONE_WHITE_BROWN_CHOCOLATE CREOSOTE_GRAY_BLACK_GRAY CREOSOTE_GRAY_BLACK_PURPLE CREOSOTE_GRAY_BROWN_GRAY CREOSOTE_PINK_BLACK_BROWN CREOSOTE_PINK_BROWN_PINK CREOSOTE_WHITE_BROWN_GRAY CREOSOTE_GRAY_BLACK_BROWN CREOSOTE_GRAY_BLACK_PINK CREOSOTE_GRAY_BROWN_BROWN CREOSOTE_GRAY_BROWN_PURPLE CREOSOTE_PINK_BLACK_GRAY CREOSOTE_PINK_BLACK_PURPLE CREOSOTE_PINK_BROWN_BROWN CREOSOTE_PINK_BROWN_PURPLE CREOSOTE_WHITE_BLACK_GRAY CREOSOTE_WHITE_BLACK_PURPLE CREOSOTE_PINK_BLACK_PINK CREOSOTE_WHITE_BLACK_PINK CREOSOTE_WHITE_BROWN_PINK CREOSOTE_WHITE_BROWN_PURPLE NONE_BROWN_BROWN_GRAY NONE_GRAY_BLACK_GRAY ALMOND_WHITE_PURPLE_PINK ALMOND_YELLOW_PURPLE_BROWN CREOSOTE_GRAY_BROWN_PINK CREOSOTE_PINK_BROWN_GRAY CREOSOTE_WHITE_BLACK_BROWN CREOSOTE_WHITE_BROWN_BROWN NONE_BROWN_BLACK_GRAY ALMOND_WHITE_BROWN_PINK ALMOND_WHITE_PURPLE_BROWN ALMOND_YELLOW_PURPLE_PINK ALMOND_YELLOW_PURPLE_WHITE ANISE_WHITE_BROWN_PINK ANISE_WHITE_PURPLE_PINK ANISE_WHITE_PURPLE_WHITE ANISE_YELLOW_PURPLE_BROWN NONE_GRAY_BROWN_GRAY ALMOND_WHITE_PURPLE_WHITE ANISE_WHITE_PURPLE_BROWN ANISE_YELLOW_PURPLE_PINK +{ALMOND_YELLOW_BROWN_WHITE, NONE_BUFF_WHITE_WHITE, ANISE_YELLOW_BROWN_WHITE, ...} 795 0.134109 66 ALMOND_YELLOW_BROWN_WHITE NONE_BUFF_WHITE_WHITE ANISE_YELLOW_BROWN_WHITE NONE_PINK_WHITE_WHITE ALMOND_YELLOW_BLACK_WHITE ANISE_YELLOW_BLACK_WHITE NONE_BUFF_WHITE_RED ALMOND_WHITE_BROWN_WHITE ALMOND_YELLOW_BROWN_BROWN ANISE_WHITE_BROWN_WHITE ANISE_YELLOW_BROWN_BROWN NONE_BROWN_WHITE_RED NONE_PINK_WHITE_RED NONE_RED_WHITE_RED ALMOND_WHITE_BROWN_BROWN ANISE_WHITE_BROWN_BROWN ANISE_YELLOW_BLACK_BLACK ALMOND_WHITE_BLACK_BLACK ALMOND_YELLOW_BLACK_BROWN ANISE_WHITE_BLACK_BROWN ANISE_YELLOW_BROWN_BLACK NONE_RED_WHITE_WHITE PUNGENT_BROWN_BLACK_BLACK ALMOND_WHITE_BROWN_GRAY ALMOND_YELLOW_BLACK_BLACK ALMOND_YELLOW_BLACK_GRAY PUNGENT_BROWN_BLACK_BROWN PUNGENT_BROWN_BLACK_WHITE ALMOND_WHITE_BLACK_BROWN ALMOND_WHITE_BLACK_WHITE ALMOND_WHITE_BROWN_BLACK ALMOND_YELLOW_BROWN_BLACK ANISE_WHITE_BLACK_GRAY ANISE_WHITE_BROWN_BLACK ANISE_WHITE_BROWN_GRAY PUNGENT_BROWN_BROWN_BROWN PUNGENT_BROWN_BROWN_WHITE PUNGENT_WHITE_BLACK_BROWN PUNGENT_WHITE_BROWN_BROWN ANISE_WHITE_BLACK_WHITE ANISE_YELLOW_BLACK_GRAY PUNGENT_BROWN_BROWN_PINK PUNGENT_WHITE_BLACK_BLACK ALMOND_WHITE_BLACK_GRAY ALMOND_YELLOW_BROWN_GRAY ALMOND_YELLOW_BROWN_PINK ANISE_WHITE_BLACK_BLACK PUNGENT_BROWN_BROWN_BLACK PUNGENT_WHITE_BROWN_BLACK PUNGENT_WHITE_BROWN_PINK PUNGENT_WHITE_BROWN_WHITE ANISE_YELLOW_BROWN_GRAY PUNGENT_WHITE_BLACK_WHITE ANISE_YELLOW_BLACK_BROWN NONE_BUFF_GREEN_GRAY NONE_BUFF_GREEN_WHITE PUNGENT_WHITE_BLACK_PINK ANISE_YELLOW_BROWN_PINK NONE_PINK_GREEN_GREEN NONE_WHITE_GREEN_WHITE PUNGENT_BROWN_BLACK_PINK NONE_WHITE_GREEN_GREEN NONE_BUFF_GREEN_GREEN NONE_PINK_GREEN_WHITE NONE_WHITE_GREEN_GRAY NONE_PINK_GREEN_GRAY +{FOUL_BUFF_CHOCOLATE_CHOCOLATE, FOUL_WHITE_CHOCOLATE_PINK, FOUL_BUFF_CHOCOLATE_WHITE, ...} 292 0.0492578 19 FOUL_BUFF_CHOCOLATE_CHOCOLATE FOUL_WHITE_CHOCOLATE_PINK FOUL_BUFF_CHOCOLATE_WHITE FOUL_BUFF_CHOCOLATE_PINK FOUL_WHITE_CHOCOLATE_WHITE FOUL_WHITE_CHOCOLATE_CHOCOLATE FOUL_GRAY_CHOCOLATE_WHITE NONE_BROWN_BUFF_ORANGE NONE_BROWN_BUFF_YELLOW NONE_BROWN_BROWN_ORANGE NONE_BROWN_ORANGE_BROWN NONE_BROWN_ORANGE_ORANGE NONE_BROWN_BROWN_YELLOW NONE_BROWN_YELLOW_YELLOW NONE_BROWN_ORANGE_YELLOW NONE_BROWN_YELLOW_ORANGE NONE_BROWN_BUFF_BROWN NONE_BROWN_YELLOW_BROWN ANISE_YELLOW_PURPLE_WHITE +{MUSTY_BROWN_WHITE_YELLOW, ALMOND_YELLOW_BLACK_PINK, MUSTY_BROWN_WHITE_WHITE, ...} 149 0.025135 33 MUSTY_BROWN_WHITE_YELLOW ALMOND_YELLOW_BLACK_PINK MUSTY_BROWN_WHITE_WHITE ANISE_BROWN_BLACK_WHITE ALMOND_BROWN_BLACK_BROWN ALMOND_BROWN_BLACK_PINK ALMOND_BROWN_BLACK_WHITE ALMOND_BROWN_BROWN_PINK ALMOND_BROWN_BROWN_WHITE ANISE_BROWN_BLACK_BROWN ANISE_BROWN_BLACK_PINK ANISE_BROWN_BROWN_BROWN ANISE_BROWN_BROWN_WHITE MUSTY_CINNAMON_WHITE_YELLOW ALMOND_BROWN_BROWN_BROWN ANISE_BROWN_BROWN_PINK ANISE_YELLOW_BLACK_PINK MUSTY_CINNAMON_WHITE_WHITE NONE_GREEN_CHOCOLATE_CHOCOLATE NONE_PURPLE_CHOCOLATE_CHOCOLATE NONE_PURPLE_CHOCOLATE_PINK NONE_WHITE_CHOCOLATE_PURPLE NONE_WHITE_CHOCOLATE_WHITE MUSTY_RED_WHITE_WHITE MUSTY_RED_WHITE_YELLOW NONE_GREEN_CHOCOLATE_WHITE NONE_PURPLE_CHOCOLATE_PURPLE NONE_WHITE_CHOCOLATE_CHOCOLATE NONE_WHITE_CHOCOLATE_PINK NONE_GREEN_CHOCOLATE_PURPLE NONE_PURPLE_CHOCOLATE_WHITE NONE_YELLOW_WHITE_YELLOW NONE_GREEN_CHOCOLATE_PINK * + +Values +Value Frequency Coverage +SCALY 2282 0.384953 +SMOOTH 1932 0.325911 +FIBROUS 1711 0.28863 +GROOVES 3 0.000506073 + +---------------------------------------------- +Rank R15 +Variable Categorical RingNumber + +Variable stats +Group Size Value list +{ONE} 1 ONE +{TWO} 1 TWO +{NONE} 1 NONE * + +% target values +Group {NONE_GRAY_BLACK_PINK} {FOUL_RED_WHITE_BUFF, SPICY_BROWN_WHITE_BUFF, FISHY_RED_WHITE_BUFF, ...} {NONE_GRAY_WHITE_WHITE, NONE_WHITE_WHITE_WHITE, NONE_WHITE_WHITE_PINK, ...} {NONE_BROWN_WHITE_WHITE, NONE_CINNAMON_WHITE_WHITE} {MUSTY_BROWN_WHITE_YELLOW, MUSTY_BROWN_WHITE_WHITE, MUSTY_CINNAMON_WHITE_YELLOW, ...} Interest Frequency Coverage +{TWO} 0 0 0.914842 0.0851582 0 0.658028 411 0.069332 +{ONE} 0.591357 0.396244 0.000911743 0.011488 0 0.235218 5484 0.925101 +{NONE} 0 0 0 0 1 0.106754 33 0.0055668 +Total 0.547065 0.366565 0.0642713 0.0165317 0.0055668 1 5928 1 + +Target variable stats +Group Frequency Coverage Size Value list +{NONE_GRAY_BLACK_PINK} 3243 0.547065 178 NONE_GRAY_BLACK_PINK * +{FOUL_RED_WHITE_BUFF, SPICY_BROWN_WHITE_BUFF, FISHY_RED_WHITE_BUFF, ...} 2173 0.366565 12 FOUL_RED_WHITE_BUFF SPICY_BROWN_WHITE_BUFF FISHY_RED_WHITE_BUFF SPICY_RED_WHITE_BUFF FISHY_BROWN_WHITE_BUFF FOUL_BROWN_WHITE_BUFF FOUL_GRAY_CHOCOLATE_CHOCOLATE FOUL_GRAY_CHOCOLATE_PINK FOUL_YELLOW_CHOCOLATE_CHOCOLATE FOUL_YELLOW_CHOCOLATE_PINK FOUL_YELLOW_CHOCOLATE_GRAY FOUL_GRAY_CHOCOLATE_GRAY +{NONE_GRAY_WHITE_WHITE, NONE_WHITE_WHITE_WHITE, NONE_WHITE_WHITE_PINK, ...} 381 0.0642713 22 NONE_GRAY_WHITE_WHITE NONE_WHITE_WHITE_WHITE NONE_WHITE_WHITE_PINK NONE_WHITE_WHITE_GRAY NONE_GRAY_WHITE_GRAY NONE_GRAY_WHITE_PINK NONE_BUFF_WHITE_WHITE NONE_PINK_WHITE_WHITE NONE_BUFF_WHITE_RED NONE_BROWN_WHITE_RED NONE_PINK_WHITE_RED NONE_RED_WHITE_RED NONE_RED_WHITE_WHITE NONE_BUFF_GREEN_GRAY NONE_BUFF_GREEN_WHITE NONE_PINK_GREEN_GREEN NONE_WHITE_GREEN_WHITE NONE_WHITE_GREEN_GREEN NONE_BUFF_GREEN_GREEN NONE_PINK_GREEN_WHITE NONE_WHITE_GREEN_GRAY NONE_PINK_GREEN_GRAY +{NONE_BROWN_WHITE_WHITE, NONE_CINNAMON_WHITE_WHITE} 98 0.0165317 2 NONE_BROWN_WHITE_WHITE NONE_CINNAMON_WHITE_WHITE +{MUSTY_BROWN_WHITE_YELLOW, MUSTY_BROWN_WHITE_WHITE, MUSTY_CINNAMON_WHITE_YELLOW, ...} 33 0.0055668 6 MUSTY_BROWN_WHITE_YELLOW MUSTY_BROWN_WHITE_WHITE MUSTY_CINNAMON_WHITE_YELLOW MUSTY_CINNAMON_WHITE_WHITE MUSTY_RED_WHITE_WHITE MUSTY_RED_WHITE_YELLOW + +Values +Value Frequency Coverage +ONE 5484 0.925101 +TWO 411 0.069332 +NONE 33 0.0055668 + +---------------------------------------------- +Rank R16 +Variable Categorical CapShape + +Variable stats +Group Size Value list +{CONVEX} 1 CONVEX +{FLAT, SUNKEN} 2 FLAT SUNKEN +{KNOBBED} 1 KNOBBED +{BELL, CONICAL} 2 BELL CONICAL * + +% target values +Group {FOUL_GRAY_CHOCOLATE_CHOCOLATE} {FOUL_RED_WHITE_BUFF, SPICY_BROWN_WHITE_BUFF, FISHY_RED_WHITE_BUFF, ...} {ALMOND_YELLOW_BROWN_WHITE, ANISE_YELLOW_BROWN_WHITE, ALMOND_YELLOW_BLACK_WHITE, ...} {NONE_BROWN_BUFF_ORANGE, NONE_BROWN_BUFF_YELLOW, NONE_BROWN_BROWN_ORANGE, ...} {NONE_GRAY_WHITE_WHITE, NONE_WHITE_WHITE_WHITE, NONE_WHITE_WHITE_PINK, ...} {CREOSOTE_GRAY_BLACK_GRAY, CREOSOTE_GRAY_BLACK_PURPLE, CREOSOTE_GRAY_BROWN_GRAY, ...} Interest Frequency Coverage +{KNOBBED} 0.00511073 0.824532 0 0.0596252 0.110733 0 0.410087 587 0.0990216 +{BELL, CONICAL} 0.00934579 0.0124611 0.554517 0.199377 0.224299 0 0.363021 321 0.0541498 +{FLAT, SUNKEN} 0.741253 0.214687 0.0116631 0.0311015 0.0012959 0 0.166493 2315 0.39052 +{CONVEX} 0.642514 0.182994 0.083549 0.0140481 0.0251386 0.051756 0.0603985 2705 0.456309 +Total 0.583671 0.249663 0.0727058 0.0352564 0.0350877 0.0236167 1 5928 1 + +Target variable stats +Group Frequency Coverage Size Value list +{FOUL_GRAY_CHOCOLATE_CHOCOLATE} 3460 0.583671 114 FOUL_GRAY_CHOCOLATE_CHOCOLATE * +{FOUL_RED_WHITE_BUFF, SPICY_BROWN_WHITE_BUFF, FISHY_RED_WHITE_BUFF, ...} 1480 0.249663 18 FOUL_RED_WHITE_BUFF SPICY_BROWN_WHITE_BUFF FISHY_RED_WHITE_BUFF SPICY_RED_WHITE_BUFF FISHY_BROWN_WHITE_BUFF FOUL_BROWN_WHITE_BUFF NONE_BROWN_WHITE_WHITE NONE_CINNAMON_WHITE_WHITE NONE_BUFF_WHITE_WHITE NONE_PINK_WHITE_WHITE NONE_BUFF_WHITE_RED NONE_BROWN_WHITE_RED NONE_PINK_WHITE_RED NONE_RED_WHITE_RED NONE_RED_WHITE_WHITE MUSTY_BROWN_WHITE_YELLOW MUSTY_BROWN_WHITE_WHITE MUSTY_CINNAMON_WHITE_YELLOW +{ALMOND_YELLOW_BROWN_WHITE, ANISE_YELLOW_BROWN_WHITE, ALMOND_YELLOW_BLACK_WHITE, ...} 431 0.0727058 32 ALMOND_YELLOW_BROWN_WHITE ANISE_YELLOW_BROWN_WHITE ALMOND_YELLOW_BLACK_WHITE ANISE_YELLOW_BLACK_WHITE ALMOND_WHITE_BROWN_WHITE ALMOND_YELLOW_BROWN_BROWN ANISE_WHITE_BROWN_WHITE ANISE_YELLOW_BROWN_BROWN ALMOND_WHITE_BROWN_BROWN ANISE_WHITE_BROWN_BROWN ANISE_YELLOW_BLACK_BLACK ALMOND_WHITE_BLACK_BLACK ALMOND_YELLOW_BLACK_BROWN ANISE_WHITE_BLACK_BROWN ANISE_YELLOW_BROWN_BLACK ALMOND_WHITE_BROWN_GRAY ALMOND_YELLOW_BLACK_BLACK ALMOND_YELLOW_BLACK_GRAY ALMOND_WHITE_BLACK_BROWN ALMOND_WHITE_BLACK_WHITE ALMOND_WHITE_BROWN_BLACK ALMOND_YELLOW_BROWN_BLACK ANISE_WHITE_BLACK_GRAY ANISE_WHITE_BROWN_BLACK ANISE_WHITE_BROWN_GRAY ANISE_WHITE_BLACK_WHITE ANISE_YELLOW_BLACK_GRAY ALMOND_WHITE_BLACK_GRAY ALMOND_YELLOW_BROWN_GRAY ANISE_WHITE_BLACK_BLACK ANISE_YELLOW_BROWN_GRAY ANISE_YELLOW_BLACK_BROWN +{NONE_BROWN_BUFF_ORANGE, NONE_BROWN_BUFF_YELLOW, NONE_BROWN_BROWN_ORANGE, ...} 209 0.0352564 25 NONE_BROWN_BUFF_ORANGE NONE_BROWN_BUFF_YELLOW NONE_BROWN_BROWN_ORANGE NONE_BROWN_ORANGE_BROWN NONE_BROWN_ORANGE_ORANGE NONE_BROWN_BROWN_YELLOW NONE_BROWN_YELLOW_YELLOW NONE_BROWN_ORANGE_YELLOW NONE_BROWN_YELLOW_ORANGE NONE_YELLOW_WHITE_WHITE NONE_BROWN_BUFF_BROWN NONE_BROWN_YELLOW_BROWN NONE_BUFF_GREEN_GRAY NONE_BUFF_GREEN_WHITE NONE_PINK_GREEN_GREEN NONE_WHITE_GREEN_WHITE NONE_WHITE_GREEN_GREEN NONE_BUFF_GREEN_GREEN NONE_PINK_GREEN_WHITE NONE_WHITE_GREEN_GRAY MUSTY_CINNAMON_WHITE_WHITE NONE_PINK_GREEN_GRAY MUSTY_RED_WHITE_WHITE MUSTY_RED_WHITE_YELLOW NONE_YELLOW_WHITE_YELLOW +{NONE_GRAY_WHITE_WHITE, NONE_WHITE_WHITE_WHITE, NONE_WHITE_WHITE_PINK, ...} 208 0.0350877 6 NONE_GRAY_WHITE_WHITE NONE_WHITE_WHITE_WHITE NONE_WHITE_WHITE_PINK NONE_WHITE_WHITE_GRAY NONE_GRAY_WHITE_GRAY NONE_GRAY_WHITE_PINK +{CREOSOTE_GRAY_BLACK_GRAY, CREOSOTE_GRAY_BLACK_PURPLE, CREOSOTE_GRAY_BROWN_GRAY, ...} 140 0.0236167 25 CREOSOTE_GRAY_BLACK_GRAY CREOSOTE_GRAY_BLACK_PURPLE CREOSOTE_GRAY_BROWN_GRAY CREOSOTE_PINK_BLACK_BROWN CREOSOTE_PINK_BROWN_PINK CREOSOTE_WHITE_BROWN_GRAY CREOSOTE_GRAY_BLACK_BROWN CREOSOTE_GRAY_BLACK_PINK CREOSOTE_GRAY_BROWN_BROWN CREOSOTE_GRAY_BROWN_PURPLE CREOSOTE_PINK_BLACK_GRAY CREOSOTE_PINK_BLACK_PURPLE CREOSOTE_PINK_BROWN_BROWN CREOSOTE_PINK_BROWN_PURPLE CREOSOTE_WHITE_BLACK_GRAY CREOSOTE_WHITE_BLACK_PURPLE CREOSOTE_PINK_BLACK_PINK CREOSOTE_WHITE_BLACK_PINK CREOSOTE_WHITE_BROWN_PINK CREOSOTE_WHITE_BROWN_PURPLE CREOSOTE_GRAY_BROWN_PINK CREOSOTE_PINK_BROWN_GRAY CREOSOTE_WHITE_BLACK_BROWN CREOSOTE_WHITE_BROWN_BROWN ANISE_YELLOW_PURPLE_PINK + +Values +Value Frequency Coverage +CONVEX 2705 0.456309 +FLAT 2298 0.387652 +KNOBBED 587 0.0990216 +BELL 319 0.0538124 +SUNKEN 17 0.00286775 +CONICAL 2 0.000337382 + +---------------------------------------------- +Rank R17 +Variable Categorical VeilColor + +Variable stats +Group Size Value list +{WHITE} 1 WHITE +{ORANGE} 3 ORANGE * + +% target values +Group {NONE_GRAY_BLACK_PINK} {FOUL_RED_WHITE_BUFF, SPICY_BROWN_WHITE_BUFF, FISHY_RED_WHITE_BUFF, ...} {NONE_BROWN_BUFF_ORANGE, NONE_BROWN_BUFF_YELLOW, NONE_BROWN_BROWN_ORANGE, ...} {NONE_BROWN_BROWN_BROWN, NONE_YELLOW_WHITE_WHITE} Interest Frequency Coverage +{ORANGE} 0 0 0.904762 0.0952381 0.796356 147 0.0247976 +{WHITE} 0.610967 0.375887 0 0.0131465 0.203644 5781 0.975202 +Total 0.595816 0.366565 0.0224359 0.0151822 1 5928 1 + +Target variable stats +Group Frequency Coverage Size Value list +{NONE_GRAY_BLACK_PINK} 3532 0.595816 194 NONE_GRAY_BLACK_PINK * +{FOUL_RED_WHITE_BUFF, SPICY_BROWN_WHITE_BUFF, FISHY_RED_WHITE_BUFF, ...} 2173 0.366565 12 FOUL_RED_WHITE_BUFF SPICY_BROWN_WHITE_BUFF FISHY_RED_WHITE_BUFF SPICY_RED_WHITE_BUFF FISHY_BROWN_WHITE_BUFF FOUL_BROWN_WHITE_BUFF FOUL_GRAY_CHOCOLATE_CHOCOLATE FOUL_GRAY_CHOCOLATE_PINK FOUL_YELLOW_CHOCOLATE_CHOCOLATE FOUL_YELLOW_CHOCOLATE_PINK FOUL_YELLOW_CHOCOLATE_GRAY FOUL_GRAY_CHOCOLATE_GRAY +{NONE_BROWN_BUFF_ORANGE, NONE_BROWN_BUFF_YELLOW, NONE_BROWN_BROWN_ORANGE, ...} 133 0.0224359 12 NONE_BROWN_BUFF_ORANGE NONE_BROWN_BUFF_YELLOW NONE_BROWN_BROWN_ORANGE NONE_BROWN_ORANGE_BROWN NONE_BROWN_ORANGE_ORANGE NONE_BROWN_BROWN_YELLOW NONE_BROWN_YELLOW_YELLOW NONE_BROWN_ORANGE_YELLOW NONE_BROWN_YELLOW_ORANGE NONE_BROWN_BUFF_BROWN NONE_BROWN_YELLOW_BROWN NONE_YELLOW_WHITE_YELLOW +{NONE_BROWN_BROWN_BROWN, NONE_YELLOW_WHITE_WHITE} 90 0.0151822 2 NONE_BROWN_BROWN_BROWN NONE_YELLOW_WHITE_WHITE + +Values +Value Frequency Coverage +WHITE 5781 0.975202 +ORANGE 76 0.0128205 +BROWN 66 0.0111336 +YELLOW 5 0.000843455 + +---------------------------------------------- +Rank R18 +Variable Categorical GillAttachment + +Variable stats +Group Size Value list +{FREE} 1 FREE +{ATTACHED} 1 ATTACHED * + +% target values +Group {NONE_GRAY_BLACK_PINK} {FOUL_RED_WHITE_BUFF, SPICY_BROWN_WHITE_BUFF, FISHY_RED_WHITE_BUFF, ...} {NONE_BROWN_BUFF_ORANGE, NONE_BROWN_BUFF_YELLOW, NONE_BROWN_BROWN_ORANGE, ...} {NONE_BROWN_BROWN_BROWN, MUSTY_BROWN_WHITE_YELLOW, MUSTY_BROWN_WHITE_WHITE, ...} Interest Frequency Coverage +{ATTACHED} 0 0 0.834395 0.165605 0.801019 157 0.0264845 +{FREE} 0.60856 0.376538 0 0.0149021 0.198981 5771 0.973516 +Total 0.592443 0.366565 0.0220985 0.0188934 1 5928 1 + +Target variable stats +Group Frequency Coverage Size Value list +{NONE_GRAY_BLACK_PINK} 3512 0.592443 190 NONE_GRAY_BLACK_PINK * +{FOUL_RED_WHITE_BUFF, SPICY_BROWN_WHITE_BUFF, FISHY_RED_WHITE_BUFF, ...} 2173 0.366565 12 FOUL_RED_WHITE_BUFF SPICY_BROWN_WHITE_BUFF FISHY_RED_WHITE_BUFF SPICY_RED_WHITE_BUFF FISHY_BROWN_WHITE_BUFF FOUL_BROWN_WHITE_BUFF FOUL_GRAY_CHOCOLATE_CHOCOLATE FOUL_GRAY_CHOCOLATE_PINK FOUL_YELLOW_CHOCOLATE_CHOCOLATE FOUL_YELLOW_CHOCOLATE_PINK FOUL_YELLOW_CHOCOLATE_GRAY FOUL_GRAY_CHOCOLATE_GRAY +{NONE_BROWN_BUFF_ORANGE, NONE_BROWN_BUFF_YELLOW, NONE_BROWN_BROWN_ORANGE, ...} 131 0.0220985 11 NONE_BROWN_BUFF_ORANGE NONE_BROWN_BUFF_YELLOW NONE_BROWN_BROWN_ORANGE NONE_BROWN_ORANGE_BROWN NONE_BROWN_ORANGE_ORANGE NONE_BROWN_BROWN_YELLOW NONE_BROWN_YELLOW_YELLOW NONE_BROWN_ORANGE_YELLOW NONE_BROWN_YELLOW_ORANGE NONE_BROWN_BUFF_BROWN NONE_BROWN_YELLOW_BROWN +{NONE_BROWN_BROWN_BROWN, MUSTY_BROWN_WHITE_YELLOW, MUSTY_BROWN_WHITE_WHITE, ...} 112 0.0188934 7 NONE_BROWN_BROWN_BROWN MUSTY_BROWN_WHITE_YELLOW MUSTY_BROWN_WHITE_WHITE MUSTY_CINNAMON_WHITE_YELLOW MUSTY_CINNAMON_WHITE_WHITE MUSTY_RED_WHITE_WHITE MUSTY_RED_WHITE_YELLOW + +Values +Value Frequency Coverage +FREE 5771 0.973516 +ATTACHED 157 0.0264845 diff --git a/test/LearningTest/TestKhiops/Standard/MultipleTargetModelingMushroom/results.ref/TestEvaluationReport.xls b/test/LearningTest/TestKhiops/Standard/MultipleTargetModelingMushroom/results.ref/TestEvaluationReport.xls new file mode 100644 index 000000000..1ec3bffa0 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/MultipleTargetModelingMushroom/results.ref/TestEvaluationReport.xls @@ -0,0 +1,100893 @@ +#Khiops 10.1.5 +Test evaluation report + +Dictionary MushroomTest +Target variable Categorical MultiClass +Database ../../../datasets/Mushroom/Mushroom.txt +Sample percentage 70 +Sampling mode Exclude sample +Selection variable +Selection value +Instances 2488 + + +Predictors performance + +Classifier Accuracy Compression AUC +Selective Naive Bayes 0.0960611 0.444225 0.925253 +Univariate StalkRoot 0.0618971 0.228936 0.823066 + + +-------------------------------------------------------------------------------- + +Predictors detailed performance + + +Classifier Selective Naive Bayes +Accuracy 0.0960611 +Compression 0.444225 +AUC 0.925253 + +Confusion matrix + ALMOND_BROWN_BLACK_BROWN ALMOND_BROWN_BLACK_PINK ALMOND_BROWN_BLACK_WHITE ALMOND_BROWN_BROWN_BROWN ALMOND_BROWN_BROWN_PINK ALMOND_BROWN_BROWN_WHITE ALMOND_WHITE_BLACK_BLACK ALMOND_WHITE_BLACK_BROWN ALMOND_WHITE_BLACK_GRAY ALMOND_WHITE_BLACK_WHITE ALMOND_WHITE_BROWN_BLACK ALMOND_WHITE_BROWN_BROWN ALMOND_WHITE_BROWN_GRAY ALMOND_WHITE_BROWN_PINK ALMOND_WHITE_BROWN_WHITE ALMOND_WHITE_PURPLE_BROWN ALMOND_WHITE_PURPLE_PINK ALMOND_WHITE_PURPLE_WHITE ALMOND_YELLOW_BLACK_BLACK ALMOND_YELLOW_BLACK_BROWN ALMOND_YELLOW_BLACK_GRAY ALMOND_YELLOW_BLACK_PINK ALMOND_YELLOW_BLACK_WHITE ALMOND_YELLOW_BROWN_BLACK ALMOND_YELLOW_BROWN_BROWN ALMOND_YELLOW_BROWN_GRAY ALMOND_YELLOW_BROWN_PINK ALMOND_YELLOW_BROWN_WHITE ALMOND_YELLOW_PURPLE_BROWN ALMOND_YELLOW_PURPLE_PINK ALMOND_YELLOW_PURPLE_WHITE ANISE_BROWN_BLACK_BROWN ANISE_BROWN_BLACK_PINK ANISE_BROWN_BLACK_WHITE ANISE_BROWN_BROWN_BROWN ANISE_BROWN_BROWN_PINK ANISE_BROWN_BROWN_WHITE ANISE_WHITE_BLACK_BLACK ANISE_WHITE_BLACK_BROWN ANISE_WHITE_BLACK_GRAY ANISE_WHITE_BLACK_WHITE ANISE_WHITE_BROWN_BLACK ANISE_WHITE_BROWN_BROWN ANISE_WHITE_BROWN_GRAY ANISE_WHITE_BROWN_PINK ANISE_WHITE_BROWN_WHITE ANISE_WHITE_PURPLE_BROWN ANISE_WHITE_PURPLE_PINK ANISE_WHITE_PURPLE_WHITE ANISE_YELLOW_BLACK_BLACK ANISE_YELLOW_BLACK_BROWN ANISE_YELLOW_BLACK_GRAY ANISE_YELLOW_BLACK_PINK ANISE_YELLOW_BLACK_WHITE ANISE_YELLOW_BROWN_BLACK ANISE_YELLOW_BROWN_BROWN ANISE_YELLOW_BROWN_GRAY ANISE_YELLOW_BROWN_PINK ANISE_YELLOW_BROWN_WHITE ANISE_YELLOW_PURPLE_BROWN ANISE_YELLOW_PURPLE_PINK ANISE_YELLOW_PURPLE_WHITE CREOSOTE_GRAY_BLACK_BROWN CREOSOTE_GRAY_BLACK_GRAY CREOSOTE_GRAY_BLACK_PINK CREOSOTE_GRAY_BLACK_PURPLE CREOSOTE_GRAY_BROWN_BROWN CREOSOTE_GRAY_BROWN_GRAY CREOSOTE_GRAY_BROWN_PINK CREOSOTE_GRAY_BROWN_PURPLE CREOSOTE_PINK_BLACK_BROWN CREOSOTE_PINK_BLACK_GRAY CREOSOTE_PINK_BLACK_PINK CREOSOTE_PINK_BLACK_PURPLE CREOSOTE_PINK_BROWN_BROWN CREOSOTE_PINK_BROWN_GRAY CREOSOTE_PINK_BROWN_PINK CREOSOTE_PINK_BROWN_PURPLE CREOSOTE_WHITE_BLACK_BROWN CREOSOTE_WHITE_BLACK_GRAY CREOSOTE_WHITE_BLACK_PINK CREOSOTE_WHITE_BLACK_PURPLE CREOSOTE_WHITE_BROWN_BROWN CREOSOTE_WHITE_BROWN_GRAY CREOSOTE_WHITE_BROWN_PINK CREOSOTE_WHITE_BROWN_PURPLE FISHY_BROWN_WHITE_BUFF FISHY_RED_WHITE_BUFF FOUL_BROWN_WHITE_BUFF FOUL_BUFF_CHOCOLATE_CHOCOLATE FOUL_BUFF_CHOCOLATE_PINK FOUL_BUFF_CHOCOLATE_WHITE FOUL_GRAY_CHOCOLATE_CHOCOLATE FOUL_GRAY_CHOCOLATE_GRAY FOUL_GRAY_CHOCOLATE_PINK FOUL_GRAY_CHOCOLATE_WHITE FOUL_RED_WHITE_BUFF FOUL_WHITE_CHOCOLATE_CHOCOLATE FOUL_WHITE_CHOCOLATE_PINK FOUL_WHITE_CHOCOLATE_WHITE FOUL_YELLOW_CHOCOLATE_CHOCOLATE FOUL_YELLOW_CHOCOLATE_GRAY FOUL_YELLOW_CHOCOLATE_PINK MUSTY_BROWN_WHITE_WHITE MUSTY_BROWN_WHITE_YELLOW MUSTY_CINNAMON_WHITE_WHITE MUSTY_CINNAMON_WHITE_YELLOW MUSTY_RED_WHITE_WHITE MUSTY_RED_WHITE_YELLOW NONE_BROWN_BLACK_BLACK NONE_BROWN_BLACK_BROWN NONE_BROWN_BLACK_CHOCOLATE NONE_BROWN_BLACK_GRAY NONE_BROWN_BLACK_PINK NONE_BROWN_BLACK_PURPLE NONE_BROWN_BLACK_WHITE NONE_BROWN_BROWN_BLACK NONE_BROWN_BROWN_BROWN NONE_BROWN_BROWN_CHOCOLATE NONE_BROWN_BROWN_GRAY NONE_BROWN_BROWN_ORANGE NONE_BROWN_BROWN_PINK NONE_BROWN_BROWN_PURPLE NONE_BROWN_BROWN_WHITE NONE_BROWN_BROWN_YELLOW NONE_BROWN_BUFF_BROWN NONE_BROWN_BUFF_ORANGE NONE_BROWN_BUFF_YELLOW NONE_BROWN_ORANGE_BROWN NONE_BROWN_ORANGE_ORANGE NONE_BROWN_ORANGE_YELLOW NONE_BROWN_WHITE_RED NONE_BROWN_WHITE_WHITE NONE_BROWN_YELLOW_BROWN NONE_BROWN_YELLOW_ORANGE NONE_BROWN_YELLOW_YELLOW NONE_BUFF_GREEN_GRAY NONE_BUFF_GREEN_GREEN NONE_BUFF_GREEN_WHITE NONE_BUFF_WHITE_RED NONE_BUFF_WHITE_WHITE NONE_CINNAMON_WHITE_WHITE NONE_GRAY_BLACK_BLACK NONE_GRAY_BLACK_BROWN NONE_GRAY_BLACK_CHOCOLATE NONE_GRAY_BLACK_GRAY NONE_GRAY_BLACK_PINK NONE_GRAY_BLACK_PURPLE NONE_GRAY_BLACK_WHITE NONE_GRAY_BROWN_BLACK NONE_GRAY_BROWN_BROWN NONE_GRAY_BROWN_CHOCOLATE NONE_GRAY_BROWN_GRAY NONE_GRAY_BROWN_PINK NONE_GRAY_BROWN_PURPLE NONE_GRAY_BROWN_WHITE NONE_GRAY_WHITE_GRAY NONE_GRAY_WHITE_PINK NONE_GRAY_WHITE_WHITE NONE_GREEN_CHOCOLATE_CHOCOLATE NONE_GREEN_CHOCOLATE_PINK NONE_GREEN_CHOCOLATE_PURPLE NONE_GREEN_CHOCOLATE_WHITE NONE_PINK_GREEN_GRAY NONE_PINK_GREEN_GREEN NONE_PINK_GREEN_WHITE NONE_PINK_WHITE_RED NONE_PINK_WHITE_WHITE NONE_PURPLE_CHOCOLATE_CHOCOLATE NONE_PURPLE_CHOCOLATE_PINK NONE_PURPLE_CHOCOLATE_PURPLE NONE_PURPLE_CHOCOLATE_WHITE NONE_RED_BLACK_BROWN NONE_RED_BLACK_PINK NONE_RED_BLACK_PURPLE NONE_RED_BLACK_WHITE NONE_RED_BROWN_BROWN NONE_RED_BROWN_PINK NONE_RED_BROWN_PURPLE NONE_RED_BROWN_WHITE NONE_RED_WHITE_RED NONE_RED_WHITE_WHITE NONE_WHITE_BLACK_BLACK NONE_WHITE_BLACK_BROWN NONE_WHITE_BLACK_CHOCOLATE NONE_WHITE_BLACK_PINK NONE_WHITE_BROWN_BLACK NONE_WHITE_BROWN_BROWN NONE_WHITE_BROWN_CHOCOLATE NONE_WHITE_BROWN_PINK NONE_WHITE_CHOCOLATE_CHOCOLATE NONE_WHITE_CHOCOLATE_PINK NONE_WHITE_CHOCOLATE_PURPLE NONE_WHITE_CHOCOLATE_WHITE NONE_WHITE_GREEN_GRAY NONE_WHITE_GREEN_GREEN NONE_WHITE_GREEN_WHITE NONE_WHITE_WHITE_GRAY NONE_WHITE_WHITE_PINK NONE_WHITE_WHITE_WHITE NONE_YELLOW_WHITE_WHITE NONE_YELLOW_WHITE_YELLOW PUNGENT_BROWN_BLACK_BLACK PUNGENT_BROWN_BLACK_BROWN PUNGENT_BROWN_BLACK_PINK PUNGENT_BROWN_BLACK_WHITE PUNGENT_BROWN_BROWN_BLACK PUNGENT_BROWN_BROWN_BROWN PUNGENT_BROWN_BROWN_PINK PUNGENT_BROWN_BROWN_WHITE 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b/test/LearningTest/TestKhiops/Standard/MultipleTargetModelingMushroom/results.ref/TrainEvaluationReport.xls @@ -0,0 +1,100893 @@ +#Khiops 10.1.5 +Train evaluation report + +Dictionary MushroomTest +Target variable Categorical MultiClass +Database ../../../datasets/Mushroom/Mushroom.txt +Sample percentage 70 +Sampling mode Include sample +Selection variable +Selection value +Instances 5928 + + +Predictors performance + +Classifier Accuracy Compression AUC +Selective Naive Bayes 0.113866 0.453951 0.926419 +Univariate StalkRoot 0.0792848 0.24576 0.828449 + + +-------------------------------------------------------------------------------- + +Predictors detailed performance + + +Classifier Selective Naive Bayes +Accuracy 0.113866 +Compression 0.453951 +AUC 0.926419 + +Confusion matrix + ALMOND_BROWN_BLACK_BROWN ALMOND_BROWN_BLACK_PINK ALMOND_BROWN_BLACK_WHITE ALMOND_BROWN_BROWN_BROWN ALMOND_BROWN_BROWN_PINK ALMOND_BROWN_BROWN_WHITE ALMOND_WHITE_BLACK_BLACK ALMOND_WHITE_BLACK_BROWN ALMOND_WHITE_BLACK_GRAY ALMOND_WHITE_BLACK_WHITE ALMOND_WHITE_BROWN_BLACK ALMOND_WHITE_BROWN_BROWN ALMOND_WHITE_BROWN_GRAY ALMOND_WHITE_BROWN_PINK ALMOND_WHITE_BROWN_WHITE ALMOND_WHITE_PURPLE_BROWN ALMOND_WHITE_PURPLE_PINK ALMOND_WHITE_PURPLE_WHITE ALMOND_YELLOW_BLACK_BLACK ALMOND_YELLOW_BLACK_BROWN ALMOND_YELLOW_BLACK_GRAY ALMOND_YELLOW_BLACK_PINK ALMOND_YELLOW_BLACK_WHITE ALMOND_YELLOW_BROWN_BLACK ALMOND_YELLOW_BROWN_BROWN ALMOND_YELLOW_BROWN_GRAY ALMOND_YELLOW_BROWN_PINK ALMOND_YELLOW_BROWN_WHITE ALMOND_YELLOW_PURPLE_BROWN ALMOND_YELLOW_PURPLE_PINK ALMOND_YELLOW_PURPLE_WHITE ANISE_BROWN_BLACK_BROWN ANISE_BROWN_BLACK_PINK ANISE_BROWN_BLACK_WHITE ANISE_BROWN_BROWN_BROWN ANISE_BROWN_BROWN_PINK ANISE_BROWN_BROWN_WHITE ANISE_WHITE_BLACK_BLACK ANISE_WHITE_BLACK_BROWN ANISE_WHITE_BLACK_GRAY ANISE_WHITE_BLACK_WHITE ANISE_WHITE_BROWN_BLACK ANISE_WHITE_BROWN_BROWN ANISE_WHITE_BROWN_GRAY ANISE_WHITE_BROWN_PINK ANISE_WHITE_BROWN_WHITE ANISE_WHITE_PURPLE_BROWN ANISE_WHITE_PURPLE_PINK ANISE_WHITE_PURPLE_WHITE ANISE_YELLOW_BLACK_BLACK ANISE_YELLOW_BLACK_BROWN ANISE_YELLOW_BLACK_GRAY ANISE_YELLOW_BLACK_PINK ANISE_YELLOW_BLACK_WHITE ANISE_YELLOW_BROWN_BLACK ANISE_YELLOW_BROWN_BROWN ANISE_YELLOW_BROWN_GRAY ANISE_YELLOW_BROWN_PINK ANISE_YELLOW_BROWN_WHITE ANISE_YELLOW_PURPLE_BROWN ANISE_YELLOW_PURPLE_PINK ANISE_YELLOW_PURPLE_WHITE CREOSOTE_GRAY_BLACK_BROWN CREOSOTE_GRAY_BLACK_GRAY CREOSOTE_GRAY_BLACK_PINK CREOSOTE_GRAY_BLACK_PURPLE CREOSOTE_GRAY_BROWN_BROWN CREOSOTE_GRAY_BROWN_GRAY CREOSOTE_GRAY_BROWN_PINK CREOSOTE_GRAY_BROWN_PURPLE CREOSOTE_PINK_BLACK_BROWN CREOSOTE_PINK_BLACK_GRAY CREOSOTE_PINK_BLACK_PINK CREOSOTE_PINK_BLACK_PURPLE CREOSOTE_PINK_BROWN_BROWN CREOSOTE_PINK_BROWN_GRAY CREOSOTE_PINK_BROWN_PINK CREOSOTE_PINK_BROWN_PURPLE CREOSOTE_WHITE_BLACK_BROWN CREOSOTE_WHITE_BLACK_GRAY CREOSOTE_WHITE_BLACK_PINK CREOSOTE_WHITE_BLACK_PURPLE CREOSOTE_WHITE_BROWN_BROWN CREOSOTE_WHITE_BROWN_GRAY CREOSOTE_WHITE_BROWN_PINK CREOSOTE_WHITE_BROWN_PURPLE FISHY_BROWN_WHITE_BUFF 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+Train supervised model for classification of target variable MultiClass +warning : Data preparation MushroomTest MultiClass : The target variable MultiClass contains many values (220) +Database ../../../datasets/Mushroom/Mushroom.txt: Read records: 8416 Selected records: 5928 +Data preparation time: 0:00:01.77 +SNB train time: 0:00:00.64 +Build Selective Naive Bayes SNB_MushroomTest +Build Univariate BU1_MushroomTest +Train evaluation of Selective Naive Bayes on database ../../../datasets/Mushroom/Mushroom.txt +warning : Evaluation Selective Naive Bayes : The lift curves will be computed only for 100 values (among 220) +Train evaluation of Univariate StalkRoot on database ../../../datasets/Mushroom/Mushroom.txt +warning : Evaluation Univariate StalkRoot : The lift curves will be computed only for 100 values (among 220) +Test evaluation of Selective Naive Bayes on database ../../../datasets/Mushroom/Mushroom.txt +warning : Evaluation Selective Naive Bayes : The lift curves will be computed only for 100 values (among 220) +Test evaluation of Univariate StalkRoot on database ../../../datasets/Mushroom/Mushroom.txt +warning : Evaluation Univariate StalkRoot : The lift curves will be computed only for 100 values (among 220) +Write report ./results\AllReports.khj + diff --git a/test/LearningTest/TestKhiops/Standard/MultipleTargetModelingMushroom/results.ref/time.log b/test/LearningTest/TestKhiops/Standard/MultipleTargetModelingMushroom/results.ref/time.log new file mode 100644 index 000000000..b073b91d3 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/MultipleTargetModelingMushroom/results.ref/time.log @@ -0,0 +1 @@ +Overal time: 4.762391090393066 diff --git a/test/LearningTest/TestKhiops/Standard/MultipleTargetModelingMushroom/test.prm b/test/LearningTest/TestKhiops/Standard/MultipleTargetModelingMushroom/test.prm new file mode 100644 index 000000000..ef27d37f9 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/MultipleTargetModelingMushroom/test.prm @@ -0,0 +1,61 @@ +// Thu Jun 12 13:31:06 2008 +// modl +// Output command file +// +//This file contains recorded commands, that can be replayed. +//Commands are based on user interactions: +// field update +// list index selection +// menu action +//Every command can be commented, using //. +//For example, commenting the last Exit command will allow other +//user interactions, after the commands have been replayed. +// +// + +// -> Data preparation and scoring +ClassManagement.OpenFile // Open... + +// -> Open +ClassFileName ./Mushroom.kdic // Dictionary file +OK // Open +// <- Open + +ClassManagement.ClassName MushroomTest // Dictionary + +TrainDatabase.DatabaseFiles.List.Key MushroomTest // List item selection +TrainDatabase.DatabaseFiles.DataTableName ../../../datasets/Mushroom/Mushroom.txt // Database file +TrainDatabase.SampleNumberPercentage 70 // Sample percentage +TrainDatabase.TestDatabaseSpecificationMode Complementary // Test database + + +AnalysisSpec.TargetAttributeName MultiClass // Target variable + +AnalysisSpec.PredictorsSpec.SelectiveNaiveBayesPredictor true // Predicteur Bayesien Naif Selectif +AnalysisSpec.PredictorsSpec.AdvancedSpec.UnivariatePredictorNumber 1 // Nombre de predicteurs univaries + +AnalysisSpec.PreprocessingSpec.TargetGrouped true // Group target values +AnalysisSpec.PreprocessingSpec.DataGridOptimizerParameters.OptimizationAlgorithm VNS // Algorithm +AnalysisSpec.PreprocessingSpec.DataGridOptimizerParameters.OptimizationLevel 4 // Level +AnalysisSpec.PreprocessingSpec.DataGridOptimizerParameters.UnivariateInitialization true // Univariate initialization +AnalysisSpec.PreprocessingSpec.DataGridOptimizerParameters.PreOptimize true // Pre-optimize each solution +AnalysisSpec.PreprocessingSpec.DataGridOptimizerParameters.Optimize true // Optimize each solution +AnalysisSpec.PreprocessingSpec.DataGridOptimizerParameters.PostOptimize true // Post-optimize each solution +AnalysisSpec.PreprocessingSpec.DataGridOptimizerParameters.DisplayDetails false // Display details + +AnalysisResults.ResultFilesDirectory ./results // Result files directory + + +AnalysisSpec.PredictorsSpec.ConstructionSpec.MaxTreeNumber 0 // Max Tree number +AnalysisSpec.PredictorsSpec.ConstructionSpec.MaxConstructedAttributeNumber 0 // Max number of constructed variables +ComputeStats // Analyse database + + +Exit // Close +// <- Data preparation and scoring + + +// -> Data preparation and scoring +OK // Close +// <- Data preparation and scoring + diff --git a/test/LearningTest/TestKhiops/Standard/Poub-SideEffect/D_T_AIDSAtomCounts.kdic b/test/LearningTest/TestKhiops/Standard/Poub-SideEffect/D_T_AIDSAtomCounts.kdic new file mode 100644 index 000000000..0de9cb7a1 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/Poub-SideEffect/D_T_AIDSAtomCounts.kdic @@ -0,0 +1,54 @@ +#Khiops 8.6.3i + +// Transfered dictionary +Root Dictionary T_Molecule (MoleculeId) +{ +Unused Categorical MoleculeId ; +Unused Categorical Chiral ; +Unused Categorical NSC ; + Categorical CAS_RN ; + Categorical Class ; +Unused Numerical AsCount ; +Unused Numerical BCount ; +Unused Numerical BrCount ; +Unused Numerical CCount ; +Unused Numerical CaCount ; +Unused Numerical ClCount ; +Unused Numerical CoCount ; +Unused Numerical CuCount ; +Unused Numerical FCount ; +Unused Numerical FeCount ; +Unused Numerical GaCount ; +Unused Numerical GdCount ; +Unused Numerical GeCount ; +Unused Numerical HCount ; +Unused Numerical HgCount ; +Unused Numerical ICount ; +Unused Numerical IrCount ; +Unused Numerical KCount ; +Unused Numerical LiCount ; +Unused Numerical MgCount ; +Unused Numerical MnCount ; +Unused Numerical MoCount ; +Unused Numerical NCount ; +Unused Numerical NaCount ; +Unused Numerical NbCount ; +Unused Numerical NiCount ; + Numerical OCount ; +Unused Numerical PCount ; +Unused Numerical PdCount ; +Unused Numerical PrCount ; +Unused Numerical PtCount ; +Unused Numerical RhCount ; +Unused Numerical RuCount ; + Numerical SCount ; +Unused Numerical SeCount ; +Unused Numerical SiCount ; +Unused Numerical SnCount ; +Unused Numerical TeCount ; +Unused Numerical TiCount ; +Unused Numerical UCount ; +Unused Numerical ZnCount ; +Unused Numerical AtomCount ; +Unused Numerical AtomCountDistinct ; +}; diff --git a/test/LearningTest/TestKhiops/Standard/Poub-SideEffect/D_T_AIDSMolecules.txt b/test/LearningTest/TestKhiops/Standard/Poub-SideEffect/D_T_AIDSMolecules.txt new file mode 100644 index 000000000..32c7574e5 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/Poub-SideEffect/D_T_AIDSMolecules.txt @@ -0,0 +1,42688 @@ +MoleculeId Chiral NSC CAS_RN Class AsCount BCount BrCount CCount CaCount ClCount CoCount CuCount FCount FeCount GaCount GdCount GeCount HCount HgCount ICount IrCount KCount LiCount MgCount MnCount MoCount NCount NaCount NbCount NiCount OCount PCount PdCount PrCount PtCount RhCount RuCount SCount SeCount SiCount SnCount TeCount TiCount UCount ZnCount AtomCount AtomCountDistinct +M00001 0 48 15716-70-8 Inactive 0 0 0 14 0 0 0 1 0 0 0 0 0 24 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 43 4 +M00002 0 78 6290-84-2 Inactive 0 0 0 34 0 0 0 1 0 0 0 0 0 28 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 67 4 +M00003 0 128 5395-10-8 Inactive 0 0 0 18 0 0 0 0 0 0 0 0 0 13 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 34 5 +M00004 0 163 81-11-8 Inactive 0 0 0 14 0 0 0 0 0 0 0 0 0 14 0 0 0 0 0 0 0 0 2 0 0 0 6 0 0 0 0 0 0 2 0 0 0 0 0 0 0 38 5 +M00005 0 164 5325-43-9 Inactive 0 0 0 2 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 2 0 0 0 0 0 0 0 16 4 +M00006 0 170 999-99-9 Inactive 0 0 0 10 0 1 0 0 0 0 0 0 0 15 0 0 0 0 0 0 0 0 1 0 0 0 3 1 0 0 0 0 0 0 0 0 0 0 0 0 0 31 6 +M00007 0 180 69-72-7 Inactive 0 0 0 7 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16 3 +M00008 0 186 518-75-2 Inactive 0 0 0 13 0 0 0 0 0 0 0 0 0 14 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 32 3 +M00009 0 192 2217-55-2 Inactive 0 0 0 12 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 4 0 0 0 8 0 0 0 0 0 0 2 0 0 0 0 0 0 0 32 5 +M00010 0 203 1155-00-6 Inactive 0 0 0 12 0 0 0 0 0 0 0 0 0 8 0 0 0 0 0 0 0 0 2 0 0 0 4 0 0 0 0 0 0 2 0 0 0 0 0 0 0 28 5 +M00011 0 210 5325-75-7 Inactive 0 0 0 9 0 0 0 0 0 0 0 0 0 16 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 29 3 +M00012 0 211 5325-76-8 Active 0 0 0 16 0 0 0 0 0 0 0 0 0 14 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 2 0 0 0 0 0 0 0 36 4 +M00013 0 213 119-80-2 Inactive 0 0 0 14 0 0 0 0 0 0 0 0 0 10 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 2 0 0 0 0 0 0 0 30 4 +M00014 0 220 5325-83-7 Inactive 0 0 0 36 0 0 0 0 0 0 0 0 0 56 0 0 0 0 0 0 0 0 2 0 0 0 2 0 0 0 0 0 0 2 0 0 0 0 0 0 0 98 5 +M00015 0 229 5325-88-2 Inactive 0 0 0 10 0 0 0 0 0 0 0 0 0 8 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 20 3 +M00016 0 256 5326-06-7 Inactive 0 0 0 8 0 0 0 0 0 0 0 0 0 12 0 0 0 0 0 0 0 0 1 0 0 0 2 1 0 0 0 0 0 0 0 0 0 0 0 0 0 24 5 +M00017 0 258 5395-21-1 Active 0 0 0 6 0 0 0 0 0 0 0 0 0 11 0 0 0 0 0 0 0 0 4 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0 0 0 0 23 5 +M00018 0 262 5326-10-3 Inactive 0 0 0 18 0 0 0 0 0 0 0 0 0 18 0 0 0 0 0 0 0 0 3 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 41 5 +M00019 0 377 5394-71-8 Inactive 0 0 0 25 0 0 0 0 0 0 0 0 0 20 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 49 3 +M00020 0 416 5337-16-6 Inactive 0 0 0 24 0 0 0 0 0 0 0 0 0 36 0 0 0 0 0 0 0 0 4 0 0 0 7 2 0 0 0 0 0 0 0 0 0 0 0 0 0 73 5 +M00021 0 439 92-85-3 Inactive 0 0 0 12 0 0 0 0 0 0 0 0 0 8 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 22 3 +M00022 0 453 5343-41-9 Inactive 0 0 0 5 0 0 0 0 0 0 0 0 0 12 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 1 0 0 0 0 0 0 0 21 4 +M00023 0 473 97-39-2 Inactive 0 0 0 15 0 0 0 0 0 0 0 0 0 17 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 35 3 +M00024 0 497 5395-86-8 Inactive 0 0 0 9 0 0 0 0 0 0 0 0 0 24 0 0 0 0 0 0 0 0 3 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0 0 0 0 38 5 +M00025 0 500 5343-80-6 Inactive 0 0 0 36 0 0 0 0 0 0 0 0 0 78 0 0 0 0 0 0 0 0 3 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0 0 0 0 119 5 +M00026 0 521 5343-99-7 Inactive 0 0 0 12 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 21 3 +M00027 0 546 5332-68-3 Inactive 0 0 0 18 0 0 0 0 0 0 0 0 0 36 0 0 0 0 0 0 0 0 3 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0 0 0 0 59 5 +M00028 0 626 5394-23-0 Inactive 0 0 0 12 0 2 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 22 4 +M00029 0 671 94-36-0 Inactive 0 0 0 14 0 0 0 0 0 0 0 0 0 10 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 28 3 +M00030 0 679 273-13-2 Inactive 0 0 0 6 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 13 4 +M00031 0 680 96-53-7 Inactive 0 0 0 3 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 11 4 +M00032 0 737 137-30-4 Inactive 0 0 0 6 0 0 0 0 0 0 0 0 0 12 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 1 25 5 +M00033 0 740 59-05-2 Inactive 0 0 0 20 0 0 0 0 0 0 0 0 0 22 0 0 0 0 0 0 0 0 8 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 55 4 +M00034 0 742 115-02-6 Inactive 0 0 0 5 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 3 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 19 4 +M00035 0 749 134-58-7 Inactive 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 6 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 15 4 +M00036 0 750 55-98-1 Inactive 0 0 0 6 0 0 0 0 0 0 0 0 0 14 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 2 0 0 0 0 0 0 0 28 4 +M00037 0 752 154-42-7 Inactive 0 0 0 5 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 16 4 +M00038 0 755 50-44-2 Inactive 0 0 0 5 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 14 4 +M00039 0 757 64-86-8 Inactive 0 0 0 22 0 0 0 0 0 0 0 0 0 25 0 0 0 0 0 0 0 0 1 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 54 4 +M00040 0 762 55-86-7 Inactive 0 0 0 5 0 2 0 0 0 0 0 0 0 11 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 19 4 +M00041 0 763 67-68-5 Inactive 0 0 0 2 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 10 4 +M00042 0 779 688-74-4 Inactive 0 1 0 12 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Inactive 0 0 0 7 0 0 0 0 0 0 0 0 0 12 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 24 3 +M00076 0 1362 5348-95-8 Inactive 0 0 0 17 0 0 0 0 0 0 0 0 0 22 0 0 0 0 0 0 0 0 0 0 0 0 11 0 0 0 0 0 0 0 0 0 0 0 0 0 0 50 3 +M00077 0 1364 5348-97-0 Inactive 0 0 0 10 0 0 0 0 0 0 0 0 0 21 0 0 0 0 0 0 0 0 3 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 35 4 +M00078 0 1386 5334-18-9 Inactive 0 0 0 24 0 0 0 0 0 0 0 0 0 26 0 0 0 0 0 0 0 0 0 0 0 0 8 0 0 0 0 0 0 0 0 0 0 0 0 0 0 58 3 +M00079 0 1390 315-30-0 Inactive 0 0 0 5 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 14 4 +M00080 0 1468 56530-90-6 Inactive 0 0 0 4 0 0 0 1 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 10 0 0 0 0 0 0 0 0 0 0 0 0 0 0 17 4 +M00081 0 1541 118-02-5 Active 0 0 0 6 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 2 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16 4 +M00082 0 1543 122-37-2 Inactive 0 0 0 12 0 0 0 0 0 0 0 0 0 11 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 25 4 +M00083 0 1570 136-77-6 Inactive 0 0 0 12 0 0 0 0 0 0 0 0 0 18 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 32 3 +M00084 0 1736 999-99-9 Inactive 0 0 0 14 0 0 0 0 0 0 0 0 0 29 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 47 3 +M00085 0 1756 999-99-9 Inactive 0 0 0 9 0 0 0 0 0 0 0 0 0 20 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 36 3 +M00086 0 1757 999-99-9 Inactive 0 0 0 9 0 0 0 0 0 0 0 0 0 16 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 32 3 +M00087 0 1771 137-26-8 Inactive 0 0 0 6 0 0 0 0 0 0 0 0 0 12 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 24 4 +M00088 0 1793 128-42-7 Inactive 0 0 0 14 0 0 0 0 0 0 0 0 0 10 0 0 0 0 0 0 0 0 2 0 0 0 10 0 0 0 0 0 0 2 0 0 0 0 0 0 0 38 5 +M00089 0 1816 15242-59-8 Inactive 0 0 0 30 0 0 0 0 0 0 0 0 0 36 0 0 0 0 0 0 1 0 6 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 75 5 +M00090 0 1895 1455-77-2 Inactive 0 0 0 2 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 12 3 +M00091 0 1898 1561-99-5 Inactive 0 0 0 2 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 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0 0 0 0 0 0 0 0 0 61 0 0 0 0 0 0 0 0 1 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 102 4 +M00534 0 12096 1585-40-6 Inactive 0 0 0 11 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 10 0 0 0 0 0 0 0 0 0 0 0 0 0 0 27 3 +M00535 0 12097 635-78-9 Inactive 0 0 0 12 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 1 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 23 4 +M00536 0 12131 3438-72-0 Inactive 0 0 0 12 0 0 0 0 0 0 0 0 0 10 0 0 0 0 0 0 0 0 4 0 0 0 2 0 0 0 0 0 0 1 0 0 0 0 0 0 0 29 5 +M00537 0 12148 1686-14-2 Inactive 0 0 0 10 0 0 0 0 0 0 0 0 0 16 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 27 3 +M00538 0 12150 999-99-9 Inactive 0 0 0 30 0 0 0 0 0 0 0 0 0 36 0 0 0 0 0 0 0 0 6 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 74 4 +M00539 0 12174 338-95-4 Inactive 0 0 0 21 0 0 0 0 1 0 0 0 0 27 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 54 4 +M00540 0 12217 5442-53-5 Inactive 0 0 0 8 0 0 0 0 0 0 0 0 0 13 0 0 0 0 0 0 0 0 3 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 26 4 +M00541 0 12242 5442-57-9 Inactive 0 0 0 13 0 0 0 0 0 0 0 0 0 23 0 0 0 0 0 0 0 0 6 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 44 4 +M00542 0 12253 5424-68-0 Inactive 0 0 0 16 0 0 0 0 0 0 0 0 0 28 0 0 0 0 0 0 0 0 2 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 48 4 +M00543 0 12265 5424-96-4 Inactive 0 0 0 19 0 1 0 0 0 0 0 0 0 26 0 0 0 0 0 0 0 0 6 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 54 5 +M00544 0 12271 999-99-9 Inactive 0 0 0 26 0 0 0 0 0 0 0 0 0 29 0 0 0 0 0 0 0 0 3 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 60 4 +M00545 0 12463 28539-02-8 Inactive 0 0 0 7 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 3 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 18 4 +M00546 0 12493 5424-85-1 Inactive 0 0 0 16 0 0 0 0 0 0 0 0 0 12 0 0 0 0 0 0 0 0 2 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 33 4 +M00547 0 12497 5409-61-0 Inactive 0 0 0 16 0 2 0 0 0 0 0 0 0 17 0 0 0 0 0 0 0 0 3 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 40 5 +M00548 0 12503 5409-64-3 Inactive 0 0 0 18 0 1 0 0 0 0 0 0 0 18 0 0 0 0 0 0 0 0 3 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 41 5 +M00549 0 12509 5409-68-7 Inactive 0 0 0 21 0 1 0 0 0 0 0 0 0 15 0 0 0 0 0 0 0 0 2 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 43 5 +M00550 0 12514 5433-31-8 Inactive 0 0 0 23 0 1 0 0 0 0 0 0 0 17 0 0 0 0 0 0 0 0 4 0 0 0 3 0 0 0 0 0 0 2 0 0 0 0 0 0 0 50 6 +M00551 0 12529 5424-91-9 Inactive 0 0 0 10 0 1 0 0 0 0 0 0 0 11 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 1 0 0 0 0 0 0 0 25 5 +M00552 0 12532 5409-81-4 Inactive 0 0 0 10 0 0 0 0 0 0 0 0 0 12 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 24 4 +M00553 0 12600 338-98-7 Inactive 0 0 0 23 0 0 0 0 1 0 0 0 0 29 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 59 4 +M00554 0 12650 5425-66-1 Inactive 1 0 0 12 0 0 0 0 0 0 0 0 0 11 0 0 0 0 0 0 0 0 2 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 30 5 +M00555 0 12752 6703-51-1 Inactive 0 0 0 5 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 2 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 15 5 +M00556 0 12764 5462-97-5 Inactive 0 0 0 11 0 0 0 0 0 0 0 0 0 9 0 0 0 0 0 0 0 0 1 0 0 0 2 0 0 0 0 0 0 2 0 0 0 0 0 0 0 25 5 +M00557 0 12930 999-99-9 Inactive 0 0 0 27 0 0 0 0 0 0 0 0 0 20 0 0 0 0 0 0 0 0 1 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 51 4 +M00558 0 12944 999-99-9 Inactive 0 0 0 8 0 5 0 0 0 0 0 0 0 8 0 0 0 0 0 0 0 0 1 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 24 5 +M00559 0 12947 6248-28-8 Inactive 0 0 0 13 0 0 0 0 0 0 0 0 0 15 0 0 0 0 0 0 0 0 1 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 31 4 +M00560 0 12957 7789-24-4 Inactive 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 2 +M00561 0 13003 73972-50-6 Inactive 0 0 0 22 0 0 0 0 0 0 0 0 0 28 0 0 0 0 0 0 0 0 4 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 59 4 +M00562 0 13005 999-99-9 Inactive 0 0 0 17 0 1 0 0 0 0 0 0 0 18 0 0 0 0 0 0 0 0 3 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 40 5 +M00563 0 13009 5427-32-7 Inactive 0 0 0 6 0 0 0 0 0 0 0 0 0 10 0 0 0 0 0 0 0 0 3 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 21 5 +M00564 0 13034 5427-45-2 Inactive 0 0 0 18 0 0 0 0 0 0 0 0 0 23 0 0 0 0 0 0 0 0 1 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 44 4 +M00565 0 13107 999-99-9 Inactive 0 0 0 26 0 0 0 0 0 0 0 0 0 28 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 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0 13687 17837-25-1 Inactive 0 0 0 6 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 2 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 17 4 +M00591 0 13697 5432-07-5 Inactive 0 0 0 16 0 0 0 0 0 0 0 0 0 13 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 31 4 +M00592 0 13704 5432-10-0 Inactive 0 0 0 12 0 0 0 0 0 0 0 0 0 8 0 0 0 0 0 0 0 0 2 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 25 4 +M00593 0 13717 999-99-9 Inactive 0 0 0 20 0 0 0 0 0 0 0 0 0 21 0 0 0 0 0 0 0 0 3 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 45 4 +M00594 0 13800 5430-46-6 Inactive 0 0 0 10 0 0 0 0 0 0 0 0 0 10 0 0 0 0 0 0 0 0 2 0 0 0 4 0 0 0 0 0 0 1 0 0 0 0 0 0 0 27 5 +M00595 0 13849 5442-86-4 Inactive 0 0 1 27 0 0 0 0 0 0 0 0 0 34 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 64 5 +M00596 0 13875 645-05-6 Inactive 0 0 0 9 0 0 0 0 0 0 0 0 0 18 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 33 3 +M00597 0 13961 999-99-9 Inactive 0 0 0 6 0 0 0 0 0 0 0 0 0 12 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 1 0 0 0 0 0 0 0 24 4 +M00598 0 13966 6259-19-4 Inactive 0 0 0 12 0 0 0 0 0 0 0 0 0 10 0 0 0 0 0 0 0 0 2 0 0 0 2 0 0 0 0 0 0 1 0 0 0 0 0 0 0 27 5 +M00599 0 13973 135-49-9 Inactive 0 0 0 15 0 0 0 0 0 0 0 0 0 15 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 33 3 +M00600 0 13977 999-99-9 Inactive 0 0 0 17 0 0 0 0 0 0 0 0 0 13 0 0 0 0 0 0 0 0 1 0 0 0 10 0 0 0 0 0 0 2 0 0 0 0 0 0 0 43 5 +M00601 0 13979 3244-88-0 Inactive 0 0 0 20 0 0 0 0 0 0 0 0 0 19 0 0 0 0 0 0 0 0 3 0 0 0 9 0 0 0 0 0 0 3 0 0 0 0 0 0 0 54 5 +M00602 0 13983 3051-11-4 Inactive 0 0 0 26 0 0 0 0 0 0 0 0 0 20 0 0 0 0 0 0 0 0 4 0 0 0 8 0 0 0 0 0 0 2 0 0 0 0 0 0 0 60 5 +M00603 0 14023 7203-96-5 Inactive 0 0 0 6 0 0 0 0 0 0 0 0 0 11 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 19 4 +M00604 0 14040 999-99-9 Inactive 0 0 0 18 0 0 0 0 0 0 0 0 0 14 0 0 0 0 0 0 0 0 2 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 40 4 +M00605 0 14050 50-63-5 Inactive 0 0 0 18 0 1 0 0 0 0 0 0 0 29 0 0 0 0 0 0 0 0 3 0 0 0 4 1 0 0 0 0 0 0 0 0 0 0 0 0 0 56 6 +M00606 0 14066 5426-32-4 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0 0 0 0 10 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 5 0 0 0 0 0 0 0 29 5 +M00623 0 14549 45974-78-5 Inactive 0 0 0 5 0 0 0 0 0 0 0 0 0 8 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 19 4 +M00624 0 14556 999-99-9 Inactive 0 0 0 9 0 6 0 0 0 0 0 0 0 14 0 0 0 0 0 0 0 0 6 0 0 0 3 0 0 0 0 0 0 2 0 0 0 0 0 0 0 40 6 +M00625 0 14558 94023-51-5 Inactive 0 0 0 6 0 0 0 0 0 0 0 0 0 12 0 0 0 0 0 0 0 0 2 0 0 0 2 0 0 0 0 0 0 4 0 0 0 0 0 0 0 26 5 +M00626 0 14560 999-99-9 Inactive 0 0 0 8 0 0 0 0 0 0 0 0 0 14 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 8 0 0 0 0 0 0 0 34 4 +M00627 0 14561 999-99-9 Inactive 0 0 0 8 0 0 0 0 0 0 0 0 0 12 0 0 0 0 0 0 0 0 2 0 0 0 2 0 0 0 0 0 0 8 0 0 0 0 0 0 0 32 5 +M00628 0 14562 999-99-9 Inactive 0 0 0 7 0 1 0 0 0 0 0 0 0 12 0 0 0 0 0 0 0 0 1 0 0 0 3 0 0 0 0 0 0 2 0 0 0 0 0 0 0 26 6 +M00629 0 14567 86428-80-0 Inactive 0 0 0 7 0 0 0 0 0 0 0 0 0 15 0 0 0 0 0 0 0 0 0 0 0 0 2 1 0 0 0 0 0 2 0 0 0 0 0 0 0 27 5 +M00630 0 14569 999-99-9 Inactive 0 0 0 9 0 0 0 0 0 0 0 0 0 17 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 33 4 +M00631 0 14574 548-57-2 Inactive 0 0 0 20 0 0 0 0 0 0 0 0 0 24 0 0 0 0 0 0 0 0 2 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 48 5 +M00632 0 14696 999-99-9 Inactive 0 0 0 13 0 0 0 0 0 0 0 0 0 24 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 40 3 +M00633 0 14721 999-99-9 Inactive 0 0 0 11 0 0 0 0 0 0 0 0 0 13 0 0 0 0 0 0 0 0 3 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 28 4 +M00634 0 14742 999-99-9 Inactive 0 0 0 18 0 0 0 0 0 0 0 0 0 16 0 0 0 0 0 0 0 0 4 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 39 4 +M00635 0 14787 4807-55-0 Inactive 0 0 0 4 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0 2 0 0 0 0 0 0 0 13 5 +M00636 0 14853 4703-22-4 Inactive 0 0 0 12 0 0 0 0 0 0 0 0 0 17 0 0 0 0 0 0 0 0 1 0 0 0 2 0 0 0 0 0 0 1 0 0 0 0 0 0 0 33 5 +M00637 0 14860 955-10-2 Inactive 0 0 0 15 0 0 0 0 0 0 0 0 0 10 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 27 3 +M00638 0 14882 999-99-9 Inactive 0 0 0 19 0 0 0 0 0 0 0 0 0 32 0 0 0 0 0 0 0 0 1 0 0 0 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0 0 0 0 0 0 0 0 34 4 +M01004 0 25505 81-24-3 Inactive 0 0 0 26 0 0 0 0 0 0 0 0 0 45 0 0 0 0 0 0 0 0 1 0 0 0 7 0 0 0 0 0 0 1 0 0 0 0 0 0 0 80 5 +M01005 0 25603 6937-93-5 Inactive 0 0 0 20 0 0 0 0 0 0 0 0 0 16 0 0 0 0 0 0 0 0 2 0 0 0 8 0 0 0 0 0 0 1 0 0 0 0 0 0 0 47 5 +M01006 0 25619 3670-93-7 Inactive 0 0 0 5 0 0 0 0 0 0 0 0 0 8 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 2 0 0 0 0 0 0 0 21 4 +M01007 0 25643 999-99-9 Inactive 0 0 0 7 0 0 0 0 0 0 0 0 0 9 0 0 0 0 0 0 0 0 5 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 22 4 +M01008 0 25649 20401-90-5 Inactive 0 0 0 11 0 0 0 0 0 0 0 0 0 13 0 0 0 0 0 0 0 0 3 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 28 4 +M01009 0 25693 58-94-6 Inactive 0 0 0 7 0 1 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 3 0 0 0 4 0 0 0 0 0 0 2 0 0 0 0 0 0 0 23 6 +M01010 0 25815 5466-19-3 Inactive 0 0 0 14 0 0 0 0 0 0 0 0 0 13 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 32 3 +M01011 0 25834 5465-72-5 Active 0 0 0 14 0 1 0 0 0 0 0 0 0 12 0 0 0 0 0 0 0 0 1 0 0 0 5 0 0 0 0 0 0 1 0 0 0 0 0 0 0 34 6 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Active 0 0 0 26 0 0 0 0 0 0 0 0 0 22 0 0 0 0 0 0 0 0 8 0 0 0 6 0 0 0 0 0 0 1 0 0 0 0 0 0 0 63 5 +M01021 0 26258 83-79-4 Inactive 0 0 0 23 0 0 0 0 0 0 0 0 0 22 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 51 3 +M01022 0 26262 999-99-9 Inactive 0 0 0 16 0 0 0 0 0 0 0 0 0 16 0 0 0 0 0 0 0 0 2 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 38 4 +M01023 0 26271 50-18-0 Inactive 0 0 0 7 0 2 0 0 0 0 0 0 0 15 0 0 0 0 0 0 0 0 2 0 0 0 2 1 0 0 0 0 0 0 0 0 0 0 0 0 0 29 6 +M01024 0 26326 4707-32-8 Inactive 0 0 0 15 0 0 0 0 0 0 0 0 0 14 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 32 3 +M01025 0 26327 4707-33-9 Inactive 0 0 0 15 0 0 0 0 0 0 0 0 0 14 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 32 3 +M01026 0 26331 999-99-9 Inactive 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 8 2 +M01027 0 26332 999-99-9 Inactive 0 0 0 15 0 0 0 0 0 0 0 0 0 19 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 43 4 +M01028 0 26339 5466-47-7 Inactive 0 0 0 16 0 0 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Inactive 0 0 0 12 0 0 0 0 0 0 0 0 0 26 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 1 0 0 0 0 0 0 0 42 4 +M01078 0 29215 68-76-8 Inactive 0 0 0 12 0 0 0 0 0 0 0 0 0 13 0 0 0 0 0 0 0 0 3 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 30 4 +M01079 0 29227 89713-84-8 Inactive 0 0 0 3 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 2 0 0 0 0 0 0 0 13 4 +M01080 0 29232 14628-46-7 Inactive 0 0 0 5 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 2 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16 4 +M01081 0 29448 5472-71-9 Inactive 0 0 0 11 0 0 0 0 0 0 0 0 0 14 0 0 0 0 0 0 0 0 4 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 30 4 +M01082 0 29449 6335-20-2 Inactive 0 0 0 11 0 0 0 0 0 0 0 0 0 16 0 0 0 0 0 0 0 0 4 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 32 4 +M01083 0 29589 999-99-9 Inactive 0 0 0 14 0 0 0 0 0 0 0 0 0 24 0 0 0 0 0 0 0 0 6 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 45 4 +M01084 0 29804 2425-05-0 Inactive 0 0 0 9 0 1 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 2 0 0 0 0 0 0 0 18 5 +M01085 0 29851 91982-68-2 Inactive 0 0 0 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0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 40 4 +M01102 0 30694 6326-72-3 Inactive 0 0 0 3 0 0 0 0 0 0 0 0 0 12 0 0 0 0 0 0 0 0 3 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 20 5 +M01103 0 30706 526-62-5 Inactive 0 0 0 10 0 0 0 0 0 0 0 0 0 10 0 0 0 0 0 0 0 0 2 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 24 4 +M01104 0 30707 7251-15-2 Inactive 0 0 0 18 0 0 0 0 0 0 0 0 0 30 0 0 0 0 0 0 0 0 3 0 0 0 6 3 0 0 0 0 0 0 0 0 0 0 0 0 0 60 5 +M01105 0 30723 3748-16-1 Inactive 0 0 0 5 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 2 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16 4 +M01106 0 30724 2417-22-3 Inactive 0 0 0 5 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 2 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16 4 +M01107 0 30754 91821-40-8 Inactive 0 0 0 13 0 2 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 23 4 +M01108 0 30798 6326-84-7 Inactive 0 0 0 8 0 0 0 0 0 0 0 0 0 12 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 23 3 +M01109 0 31048 13241-33-3 Inactive 0 0 0 28 0 0 0 0 0 0 0 0 0 34 0 0 0 0 0 0 0 0 0 0 0 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0 0 0 0 0 0 0 0 0 32 4 +M01118 0 31539 140-40-9 Inactive 0 0 0 5 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 3 0 0 0 3 0 0 0 0 0 0 1 0 0 0 0 0 0 0 17 5 +M01119 0 31592 20511-12-0 Inactive 0 0 0 5 0 0 0 0 0 0 0 0 0 5 0 1 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 13 4 +M01120 0 31678 3949-36-8 Inactive 0 0 0 11 0 0 0 0 0 0 0 0 0 8 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 22 3 +M01121 0 31811 9004-99-3 Inactive 0 0 0 20 0 0 0 0 0 0 0 0 0 40 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 63 3 +M01122 0 31815 7150-89-2 Inactive 1 0 0 8 0 0 0 0 0 0 0 0 0 9 0 0 0 0 0 0 0 0 2 0 0 0 9 0 0 0 0 0 0 0 0 0 0 0 0 0 0 29 5 +M01123 0 31867 6320-33-8 Inactive 0 0 0 23 0 0 0 0 0 0 0 0 0 26 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 55 3 +M01124 0 31869 581-31-7 Inactive 0 0 0 15 0 0 0 0 0 0 0 0 0 16 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 34 3 +M01125 0 31882 20869-95-8 Inactive 0 0 0 17 0 0 0 0 0 0 0 0 0 14 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 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0 0 0 0 0 0 0 0 0 0 0 0 0 48 3 +M01864 0 56030 999-99-9 Inactive 0 0 0 22 0 0 0 0 0 0 0 0 0 28 0 0 0 0 0 0 0 0 2 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 56 4 +M01865 0 56054 3063-89-6 Inactive 0 0 0 18 0 0 0 0 0 0 0 0 0 18 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 42 4 +M01866 0 56078 28149-62-4 Inactive 0 0 0 17 0 0 0 0 0 0 0 0 0 14 0 0 0 0 0 0 0 0 2 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 34 4 +M01867 0 56081 72030-11-6 Inactive 0 0 0 16 0 1 0 0 0 0 0 0 0 12 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 31 5 +M01868 0 56086 6631-53-4 Inactive 0 0 0 11 0 0 0 0 0 0 0 0 0 13 0 0 0 0 0 0 0 0 3 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 30 4 +M01869 0 56087 80009-72-9 Inactive 0 0 0 12 0 0 0 0 0 0 0 0 0 16 0 0 0 0 0 0 0 0 2 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 34 4 +M01870 0 56096 6631-62-5 Inactive 0 0 0 13 0 0 0 0 0 0 0 0 0 20 0 0 0 0 0 0 0 0 2 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 42 4 +M01871 0 56098 6631-63-6 Inactive 0 0 0 23 0 0 0 0 0 0 0 0 0 28 0 0 0 0 0 0 0 0 0 0 0 0 12 0 0 0 0 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3 +M01888 0 56279 6951-53-7 Inactive 0 0 1 9 0 0 0 0 0 0 0 0 0 8 0 0 0 0 0 0 0 0 5 0 0 0 2 0 0 0 0 0 0 1 0 0 0 0 0 0 0 26 6 +M01889 0 56285 62764-55-0 Inactive 0 0 0 5 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 3 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 17 4 +M01890 0 56293 6951-57-1 Inactive 0 0 0 17 0 0 0 0 0 0 0 0 0 16 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 39 3 +M01891 0 56299 6951-58-2 Inactive 0 0 0 12 0 0 0 0 0 0 0 0 0 8 0 0 0 0 0 0 0 0 4 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 26 4 +M01892 0 56308 5696-17-3 Inactive 0 0 0 16 0 0 0 0 0 0 0 0 0 28 0 0 0 0 0 0 0 0 2 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 48 4 +M01893 0 56338 87-39-8 Inactive 0 0 0 4 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 3 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 14 4 +M01894 0 56357 81-21-0 Inactive 0 0 0 10 0 0 0 0 0 0 0 0 0 12 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 24 3 +M01895 0 56387 6621-83-6 Inactive 0 0 0 10 0 0 0 0 3 0 0 0 0 12 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 30 4 +M01896 0 56396 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0 22 0 0 0 0 0 0 0 0 0 21 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 45 4 +M01913 0 56480 66365-49-9 Inactive 0 0 0 23 0 0 0 0 0 0 0 0 0 19 0 0 0 0 0 0 0 0 1 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 45 4 +M01914 0 56481 6622-12-4 Inactive 0 0 0 23 0 0 0 0 0 0 0 0 0 21 0 0 0 0 0 0 0 0 1 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 48 4 +M01915 0 56482 6622-13-5 Inactive 0 0 0 24 0 0 0 0 0 0 0 0 0 25 0 0 0 0 0 0 0 0 1 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 52 4 +M01916 0 56484 29055-89-8 Inactive 0 0 0 27 0 0 0 0 0 0 0 0 0 24 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 53 3 +M01917 0 56497 19117-21-6 Inactive 0 0 0 9 0 1 0 0 0 0 0 0 0 8 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 20 5 +M01918 0 56501 2082-64-6 Inactive 0 0 0 8 0 1 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 17 5 +M01919 0 56517 999-99-9 Inactive 0 0 0 12 0 6 0 0 0 0 0 0 0 10 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 30 4 +M01920 0 56519 999-99-9 Inactive 0 0 0 10 0 2 0 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999-99-9 Inactive 0 0 0 24 0 0 0 0 0 0 0 0 0 30 0 0 0 0 0 0 0 0 4 0 0 0 8 0 0 0 0 0 0 3 0 0 0 0 0 0 0 69 5 +M02059 0 59236 7460-51-7 Active 0 0 0 13 0 0 0 0 0 0 0 0 0 18 0 0 0 0 0 0 0 0 1 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 36 4 +M02060 0 59246 999-99-9 Inactive 0 0 0 17 0 2 0 0 0 0 0 0 0 17 0 0 0 0 0 0 0 0 3 0 0 0 2 0 0 0 0 0 0 1 0 0 0 0 0 0 0 42 6 +M02061 0 59249 7400-05-7 Inactive 0 0 0 10 0 0 0 0 0 0 0 0 0 17 0 0 0 0 0 0 0 0 3 0 0 0 3 0 0 0 0 0 0 1 0 0 0 0 0 0 0 34 5 +M02062 0 59258 999-99-9 Inactive 0 0 0 7 0 0 0 0 0 0 0 0 0 12 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 25 3 +M02063 0 59264 20725-03-5 Inactive 0 0 0 15 0 0 0 0 0 0 0 0 0 12 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 33 3 +M02064 0 59266 93432-80-5 Inactive 0 0 0 15 0 0 0 0 0 0 0 0 0 12 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 34 3 +M02065 0 59267 7400-10-4 Inactive 0 0 0 15 0 0 0 0 0 0 0 0 0 14 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 34 3 +M02066 0 59276 999-99-9 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81-30-1 Inactive 0 0 0 14 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 24 3 +M03185 0 84423 602-52-8 Inactive 0 0 0 21 0 0 0 0 0 0 0 0 0 20 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 44 3 +M03186 0 84424 999-99-9 Inactive 0 0 0 22 0 0 0 0 0 0 0 0 0 30 0 0 0 0 0 0 0 0 2 0 0 0 5 0 0 0 0 0 0 1 0 0 0 0 0 0 0 60 5 +M03187 0 84466 10432-36-7 Inactive 0 0 0 12 0 0 0 0 0 0 0 0 0 10 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 26 3 +M03188 0 84486 999-99-9 Inactive 0 0 0 15 0 0 0 0 0 0 0 0 0 8 0 0 0 0 0 0 0 0 2 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 27 4 +M03189 0 84498 19341-50-5 Inactive 0 0 0 15 0 0 0 0 0 0 0 0 0 28 0 0 0 0 0 0 0 0 2 0 0 0 6 2 0 0 0 0 0 0 0 0 0 0 0 0 0 53 5 +M03190 0 84552 999-99-9 Inactive 0 0 0 7 0 0 0 0 0 0 0 0 0 11 0 0 0 0 0 0 0 0 1 0 0 0 2 0 0 0 0 0 0 1 0 0 0 0 0 0 0 22 5 +M03191 0 84918 53635-02-2 Inactive 0 0 0 10 0 0 0 0 0 0 0 0 0 15 0 0 0 0 0 0 0 0 1 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 29 4 +M03192 0 84919 7325-41-9 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999-99-9 Inactive 0 0 0 29 0 0 0 0 0 0 0 0 0 31 0 0 0 0 0 0 0 0 1 0 0 0 12 0 0 0 0 0 0 0 0 0 0 0 0 0 0 73 4 +M03258 0 86024 999-99-9 Inactive 0 0 0 11 0 0 0 0 0 0 0 0 0 20 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 1 0 0 0 0 0 0 0 37 4 +M03259 0 86025 999-99-9 Inactive 0 0 0 12 0 4 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 30 5 +M03260 0 86026 76478-22-3 Inactive 0 0 0 12 0 2 0 0 0 0 0 0 0 8 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 30 5 +M03261 0 86027 999-99-9 Inactive 0 0 0 12 0 0 0 0 0 0 0 0 0 8 0 0 0 0 0 0 0 0 2 0 0 0 8 0 0 0 0 0 0 4 0 0 0 0 0 0 0 34 5 +M03262 0 86030 2943-42-2 Inactive 0 0 0 14 0 0 0 0 0 0 0 0 0 14 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 2 0 0 0 0 0 0 0 32 4 +M03263 0 86067 2686-05-7 Inactive 0 0 0 20 0 0 0 0 0 0 0 0 0 26 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 48 3 +M03264 0 86069 5563-20-2 Inactive 0 0 1 21 0 0 0 0 0 0 0 0 0 31 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 56 4 +M03265 0 86078 66-28-4 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0 91091 999-99-9 Inactive 0 0 0 16 0 0 0 0 0 0 0 0 0 32 0 0 0 0 0 0 0 0 12 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 60 3 +M03412 0 91105 22272-27-1 Inactive 0 0 0 13 0 1 0 0 0 0 0 0 0 12 0 0 0 0 0 0 0 0 1 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 29 5 +M03413 0 91111 999-99-9 Inactive 0 0 0 56 0 0 0 0 0 0 0 0 0 98 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 1 0 0 0 0 0 0 0 163 5 +M03414 0 91112 32794-45-9 Inactive 0 0 0 64 0 0 0 0 0 0 0 0 0 114 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 1 0 0 0 0 0 0 0 187 5 +M03415 0 91410 2440-80-4 Inactive 0 0 0 21 0 0 0 0 0 0 0 0 0 24 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 49 3 +M03416 0 91523 318-98-9 Inactive 0 0 0 16 0 0 0 0 0 0 0 0 0 21 0 0 0 0 0 0 0 0 1 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 40 4 +M03417 0 91529 1182-34-9 Inactive 0 0 0 25 0 0 0 0 0 0 0 0 0 24 0 0 0 0 0 0 0 0 0 0 0 0 12 0 0 0 0 0 0 0 0 0 0 0 0 0 0 61 3 +M03418 0 91569 6461-99-0 Inactive 0 0 0 14 0 0 0 0 0 0 0 0 0 8 0 0 0 0 0 0 0 0 2 0 0 0 2 0 0 0 0 0 0 1 0 0 0 0 0 0 0 27 5 +M03419 0 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999-99-9 Inactive 0 0 0 18 0 0 0 0 0 0 0 0 0 16 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 37 3 +M03695 0 98940 999-99-9 Inactive 0 0 0 28 0 0 0 0 0 0 0 0 0 28 0 0 0 0 0 0 0 0 0 0 0 0 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 59 4 +M03696 0 98946 999-99-9 Inactive 0 0 0 16 0 0 0 0 0 0 0 0 0 18 0 0 0 0 0 0 0 0 4 0 0 0 5 0 0 0 0 0 0 1 0 0 0 0 0 0 0 44 5 +M03697 0 98947 999-99-9 Inactive 0 0 0 29 0 0 0 0 0 0 0 0 0 40 0 0 0 0 0 0 0 0 4 0 0 0 5 0 0 0 0 0 0 1 0 0 0 0 0 0 0 79 5 +M03698 0 98967 17499-00-2 Inactive 0 10 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 14 2 +M03699 0 98997 999-99-9 Inactive 0 0 1 10 0 0 0 0 0 0 0 0 0 11 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 1 0 0 0 0 0 0 0 25 5 +M03700 0 98999 36045-66-6 Inactive 0 0 0 16 0 0 0 0 0 0 0 0 0 20 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 1 0 0 0 0 0 0 0 40 4 +M03701 0 99002 13414-95-4 Inactive 0 0 0 8 0 0 0 0 0 0 0 0 0 8 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 18 4 +M03702 0 99005 4506-71-2 Inactive 0 0 0 11 0 0 0 0 0 0 0 0 0 15 0 0 0 0 0 0 0 0 1 0 0 0 2 0 0 0 0 0 0 1 0 0 0 0 0 0 0 30 5 +M03703 0 99008 13088-35-2 Inactive 0 0 0 19 0 2 0 0 0 0 0 0 0 12 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 35 4 +M03704 0 99016 595-05-1 Inactive 0 0 0 22 0 0 0 0 0 0 0 0 0 26 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 52 3 +M03705 0 99018 999-99-9 Inactive 0 0 0 38 0 0 0 0 0 0 0 0 0 54 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 96 3 +M03706 0 99036 7476-68-8 Inactive 0 0 0 13 0 0 0 0 0 0 0 0 0 12 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 31 3 +M03707 0 99057 13989-64-5 Inactive 0 0 0 22 0 0 0 0 0 0 0 0 0 24 0 0 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 48 4 +M03708 0 99070 999-99-9 Inactive 0 0 1 11 0 2 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 20 6 +M03709 0 99071 999-99-9 Inactive 0 0 1 11 0 1 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 20 6 +M03710 0 99087 999-99-9 Inactive 0 0 0 13 0 0 0 0 0 0 0 0 0 16 0 0 0 0 0 0 0 0 4 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 39 4 +M03711 0 99089 999-99-9 Inactive 0 0 0 19 0 2 0 0 0 0 0 0 0 18 0 0 0 0 0 0 0 0 2 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 43 5 +M03712 0 99099 999-99-9 Inactive 0 0 0 17 0 0 0 0 0 0 0 0 0 16 0 0 0 0 0 0 0 0 4 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 42 4 +M03713 0 99129 999-99-9 Inactive 0 0 0 25 0 0 0 0 0 0 0 0 0 22 0 0 0 0 0 0 0 0 4 0 0 0 2 0 0 0 0 0 0 1 0 0 0 0 0 0 0 54 5 +M03714 0 99138 53799-67-0 Inactive 0 0 0 12 0 0 0 0 0 0 0 0 0 19 0 0 0 0 0 0 0 0 1 0 0 0 2 0 0 0 0 0 0 2 0 0 0 0 0 0 0 36 5 +M03715 0 99139 999-99-9 Inactive 0 0 0 12 0 0 0 0 0 0 0 0 0 11 0 0 0 0 0 0 0 0 1 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 26 4 +M03716 0 99266 999-99-9 Inactive 0 0 0 26 0 0 0 0 0 0 0 0 0 22 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 50 3 +M03717 0 99297 17748-21-9 Inactive 0 10 0 9 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 21 3 +M03718 0 99327 999-99-9 Inactive 0 0 0 6 0 0 0 0 0 0 0 0 0 8 0 0 0 0 0 0 0 0 4 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 21 4 +M03719 0 99331 271-58-9 Inactive 0 0 0 7 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 14 4 +M03720 0 99336 999-99-9 Inactive 0 0 0 8 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 6 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 19 4 +M03721 0 99343 58-57-1 Inactive 0 0 0 9 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 1 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 19 4 +M03722 0 99346 37578-06-6 Inactive 0 0 0 9 0 0 0 0 0 0 0 0 0 11 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 24 4 +M03723 0 99354 68321-98-2 Inactive 0 0 0 11 0 0 0 0 0 0 0 0 0 8 0 0 0 0 0 0 0 0 2 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 23 4 +M03724 0 99365 62324-90-7 Inactive 0 0 0 12 0 0 0 0 0 0 0 0 0 11 0 0 0 0 0 0 0 0 1 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 26 4 +M03725 0 99372 14623-50-8 Inactive 0 0 0 13 0 0 0 0 0 0 0 0 0 12 0 0 0 0 0 0 0 0 2 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 29 5 +M03726 0 99377 20822-61-1 Inactive 0 0 0 13 0 0 0 0 0 0 0 0 0 19 0 0 0 0 0 0 0 0 1 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 39 4 +M03727 0 99398 999-99-9 Inactive 0 0 0 25 0 0 0 0 0 0 0 0 0 21 0 0 0 0 0 0 0 0 3 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 51 4 +M03728 0 99402 999-99-9 Inactive 0 0 0 7 0 0 0 0 0 0 0 0 0 8 0 0 0 0 0 0 0 0 4 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 21 4 +M03729 0 99403 6501-77-5 Inactive 0 0 0 8 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 2 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 19 4 +M03730 0 99406 999-99-9 Inactive 0 0 0 9 0 0 0 0 0 0 0 0 0 8 0 0 0 0 0 0 0 0 4 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 22 4 +M03731 0 99407 93263-07-1 Inactive 0 0 0 9 0 0 0 0 0 0 0 0 0 9 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 23 3 +M03732 0 99412 999-99-9 Inactive 0 0 0 10 0 0 0 0 0 0 0 0 0 12 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 30 4 +M03733 0 99439 2862-16-0 Inactive 0 0 0 11 0 0 0 0 0 0 0 0 0 13 0 0 0 0 0 0 0 0 3 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 32 4 +M03734 0 99527 5691-34-9 Inactive 0 0 0 26 0 0 0 0 0 0 0 0 0 16 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 43 3 +M03735 0 99547 999-99-9 Inactive 0 0 0 28 0 0 0 0 0 0 0 0 0 22 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 51 3 +M03736 0 99688 999-99-9 Inactive 0 0 0 23 0 0 0 0 0 0 0 0 0 24 0 0 0 0 0 0 0 0 4 0 0 0 1 0 0 0 0 0 0 2 0 0 0 0 0 0 0 54 5 +M03737 0 99690 999-99-9 Inactive 0 0 0 21 0 0 0 0 0 0 0 0 0 25 0 0 0 0 0 0 0 0 1 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 51 4 +M03738 0 99692 999-99-9 Inactive 0 0 0 19 0 0 0 0 0 0 0 0 0 17 0 0 0 0 0 0 0 0 1 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 40 4 +M03739 0 99693 999-99-9 Inactive 0 0 0 19 0 0 0 0 0 0 0 0 0 19 0 0 0 0 0 0 0 0 1 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 43 4 +M03740 0 99706 999-99-9 Inactive 0 0 0 17 0 0 0 0 0 0 0 0 0 23 0 0 0 0 0 0 0 0 5 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 47 5 +M03741 0 99733 5016-18-2 Inactive 0 0 0 6 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 5 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 18 4 +M03742 0 99738 13922-45-7 Inactive 0 0 0 7 0 0 0 0 0 0 0 0 0 11 0 0 0 0 0 0 0 0 3 0 0 0 3 0 0 0 0 0 0 0 0 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Inactive 0 0 0 13 0 0 0 0 0 0 0 0 0 25 0 0 0 0 0 0 0 0 3 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 43 4 +M03768 0 100218 16853-07-9 Inactive 0 0 0 14 0 1 0 0 0 0 0 0 0 21 0 0 0 0 0 0 0 0 1 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 42 5 +M03769 0 100258 999-99-9 Inactive 0 0 0 21 0 2 0 0 0 0 0 0 0 18 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 42 4 +M03770 0 100262 72216-57-0 Inactive 0 0 0 21 0 0 0 0 0 0 0 0 0 25 0 0 0 0 0 0 0 0 1 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 49 4 +M03771 0 100269 999-99-9 Inactive 0 0 0 24 0 0 0 0 0 0 0 0 0 36 0 0 0 0 0 0 0 0 2 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 67 4 +M03772 0 100285 13734-08-2 Inactive 0 0 0 5 0 2 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 4 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 18 5 +M03773 0 100298 34155-96-9 Inactive 0 0 0 20 0 0 0 0 0 0 0 0 0 27 0 0 0 0 0 0 0 0 3 0 0 0 8 0 0 0 0 0 0 0 0 0 0 0 0 0 0 58 4 +M03774 0 100306 999-99-9 Inactive 0 0 0 18 0 0 0 0 0 0 0 0 0 20 0 0 0 0 0 0 0 0 4 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 44 4 +M03775 0 100307 999-99-9 Inactive 0 0 0 24 0 0 0 0 0 0 0 0 0 30 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 60 3 +M03776 0 100309 14789-51-6 Inactive 0 0 0 18 0 0 0 0 0 0 0 0 0 20 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 41 3 +M03777 0 100467 15998-93-3 Inactive 0 0 0 5 0 0 0 0 0 0 0 0 0 8 0 0 0 0 0 0 0 0 2 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 17 5 +M03778 0 100649 14350-52-8 Inactive 0 0 0 6 0 0 0 0 0 0 0 0 0 18 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 28 3 +M03779 0 100721 776-19-2 Inactive 0 0 0 4 0 4 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 4 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16 5 +M03780 0 100748 42516-28-9 Inactive 0 0 0 10 0 0 0 0 0 0 0 0 0 19 0 0 0 0 0 0 0 0 0 0 0 0 5 1 0 0 0 0 0 0 0 0 0 0 0 0 0 35 4 +M03781 0 100749 32405-88-2 Inactive 0 0 0 10 0 0 0 0 0 0 0 0 0 22 0 0 0 0 0 0 0 0 1 0 0 0 3 1 0 0 0 0 0 0 0 0 0 0 0 0 0 37 5 +M03782 0 100757 1782-06-5 Inactive 0 0 0 13 0 6 0 0 0 0 0 0 0 8 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 30 4 +M03783 0 100796 90-29-9 Inactive 0 0 0 16 0 0 0 0 0 0 0 0 0 10 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 31 3 +M03784 0 100797 999-99-9 Inactive 0 0 0 34 0 0 0 0 0 0 0 0 0 44 0 0 0 0 0 0 0 0 2 0 0 0 8 0 0 0 0 0 0 1 0 0 0 0 0 0 0 89 5 +M03785 0 100819 22771-43-3 Inactive 0 0 0 13 0 2 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 24 5 +M03786 0 100848 21889-07-6 Inactive 0 0 0 20 0 0 0 0 0 0 0 0 0 19 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 40 3 +M03787 0 100857 17415-02-0 Inactive 0 0 0 13 0 0 0 0 0 0 0 0 0 16 0 0 0 0 0 0 0 0 4 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 34 4 +M03788 0 100859 999-99-9 Inactive 0 0 0 14 0 0 0 0 0 0 0 0 0 26 0 0 0 0 0 0 0 0 2 0 0 0 11 0 0 0 0 0 0 1 0 0 0 0 0 0 0 54 5 +M03789 0 100868 17799-35-8 Inactive 0 0 0 9 0 0 0 0 0 0 0 0 0 13 0 0 0 0 0 0 0 0 4 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 28 5 +M03790 0 100873 999-99-9 Inactive 0 0 0 28 0 0 0 0 0 0 0 0 0 26 0 0 0 0 0 0 0 0 8 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 66 4 +M03791 0 100877 999-99-9 Inactive 0 0 0 32 0 0 0 0 0 0 0 0 0 34 0 0 0 0 0 0 0 0 8 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 78 4 +M03792 0 100879 999-99-9 Inactive 0 0 0 5 0 0 0 0 0 0 0 0 0 9 0 0 0 0 0 0 0 0 3 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 21 4 +M03793 0 100880 25387-67-1 Inactive 0 0 0 20 0 0 0 0 0 0 0 0 0 18 0 0 0 0 0 0 0 0 2 1 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 46 5 +M03794 0 100929 4666-80-2 Inactive 0 0 0 10 0 0 0 0 0 0 0 0 0 8 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 24 3 +M03795 0 100961 4425-15-4 Inactive 0 0 0 12 0 0 0 0 0 0 0 0 0 11 0 0 0 0 0 0 0 0 1 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 26 4 +M03796 0 100967 78388-31-5 Inactive 0 0 0 12 0 0 0 0 0 0 0 0 0 14 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 30 3 +M03797 0 100978 999-99-9 Inactive 0 0 0 13 0 0 0 0 0 0 0 0 0 12 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 27 4 +M03798 0 100997 999-99-9 Inactive 0 0 0 14 0 0 0 0 0 0 0 0 0 17 0 0 0 0 0 0 0 0 3 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 37 4 +M03799 0 101028 4889-50-3 Inactive 0 0 0 17 0 0 0 0 0 0 0 0 0 16 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 38 3 +M03800 0 101046 999-99-9 Inactive 0 0 0 19 0 0 0 0 0 0 0 0 0 24 0 0 0 0 0 0 0 0 0 0 0 0 11 0 0 0 0 0 0 0 0 0 0 0 0 0 0 54 3 +M03801 0 101056 999-99-9 Inactive 0 0 0 21 0 0 0 0 0 0 0 0 0 24 0 0 0 0 0 0 0 0 2 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 48 4 +M03802 0 101068 999-99-9 Inactive 0 0 0 23 0 0 0 0 0 0 0 0 0 35 0 0 0 0 0 0 0 0 1 0 0 0 8 0 0 0 0 0 0 0 0 0 0 0 0 0 0 67 4 +M03803 0 101073 999-99-9 Inactive 0 0 0 26 0 0 0 0 0 0 0 0 0 22 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 2 0 0 0 0 0 0 0 52 4 +M03804 0 101116 999-99-9 Inactive 0 0 0 16 0 1 0 0 0 0 0 0 0 15 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 35 4 +M03805 0 101117 999-99-9 Inactive 0 0 0 20 0 0 0 0 0 0 0 0 0 15 0 0 0 0 0 0 0 0 1 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 39 4 +M03806 0 101197 999-99-9 Inactive 0 0 0 13 0 0 0 0 0 0 0 0 0 18 0 0 0 0 0 0 0 0 2 0 0 0 3 0 0 0 0 0 0 1 0 0 0 0 0 0 0 37 5 +M03807 0 101198 999-99-9 Inactive 0 0 0 17 0 0 0 0 0 0 0 0 0 26 0 0 0 0 0 0 0 0 2 0 0 0 3 0 0 0 0 0 0 1 0 0 0 0 0 0 0 49 5 +M03808 0 101203 19691-92-0 Inactive 0 0 0 16 0 0 0 0 0 0 0 0 0 10 0 0 0 0 0 0 0 0 2 0 0 0 2 0 0 0 0 0 0 1 0 0 0 0 0 0 0 31 5 +M03809 0 101316 991-42-4 Inactive 0 0 0 33 0 0 0 0 0 0 0 0 0 25 0 0 0 0 0 0 0 0 3 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 64 4 +M03810 0 101317 18399-12-7 Inactive 0 0 0 12 0 0 0 0 0 0 0 0 0 6 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 20 3 +M03811 0 101321 999-99-9 Inactive 0 0 0 21 0 0 0 0 0 0 0 0 0 20 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 47 3 +M03812 0 101329 999-99-9 Inactive 0 0 0 9 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 23 3 +M03813 0 101331 999-99-9 Inactive 0 0 0 11 0 0 0 0 0 0 0 0 0 17 0 0 0 0 0 0 0 0 2 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 32 4 +M03814 0 101335 999-99-9 Inactive 0 0 0 20 0 0 0 0 0 0 0 0 0 27 0 0 0 0 0 0 0 0 1 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 54 4 +M03815 0 101337 999-99-9 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Inactive 0 0 0 15 0 0 0 0 0 0 0 0 0 11 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 29 3 +M03824 0 101546 16722-43-3 Inactive 0 0 0 15 0 0 0 0 0 0 0 0 0 11 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 29 3 +M03825 0 101547 16722-45-5 Inactive 0 0 0 15 0 0 0 0 0 0 0 0 0 11 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 29 3 +M03826 0 101548 16722-44-4 Inactive 0 0 0 19 0 0 0 0 0 0 0 0 0 13 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 35 3 +M03827 0 101559 10032-22-1 Inactive 0 0 0 33 0 0 0 0 0 0 0 0 0 33 0 0 0 0 0 0 0 0 3 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 71 5 +M03828 0 101577 999-99-9 Inactive 0 0 0 47 0 2 0 0 0 0 0 0 0 43 0 0 0 0 0 0 0 0 3 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 99 5 +M03829 0 101612 26558-07-6 Inactive 0 0 0 11 0 0 0 0 0 0 0 0 0 12 0 0 0 0 0 0 0 0 2 0 0 0 4 0 0 0 0 0 0 2 0 0 0 0 0 0 0 31 5 +M03830 0 101615 2768-63-0 Inactive 0 0 0 10 0 0 0 0 0 0 0 0 0 8 0 0 0 0 0 0 0 0 2 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 22 4 +M03831 0 101645 999-99-9 Inactive 0 0 0 18 0 0 0 0 0 0 0 0 0 16 0 0 0 0 0 0 0 0 4 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 41 4 +M03832 0 101649 94463-13-5 Inactive 0 0 1 17 0 0 0 0 0 0 0 0 0 10 0 0 0 0 0 0 0 0 1 0 0 0 8 0 0 0 0 0 0 0 0 0 0 0 0 0 0 37 5 +M03833 0 101655 315-30-0 Inactive 0 0 0 5 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 14 4 +M03834 0 101681 13922-59-3 Inactive 0 0 0 14 0 0 0 0 0 0 0 0 0 15 0 0 0 0 0 0 0 0 3 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 35 4 +M03835 0 101683 13387-93-4 Inactive 0 0 0 19 0 0 0 0 0 0 0 0 0 17 0 0 0 0 0 0 0 0 3 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 41 4 +M03836 0 101684 13365-48-5 Inactive 0 0 0 13 0 0 0 0 0 0 0 0 0 13 0 0 0 0 0 0 0 0 3 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 31 4 +M03837 0 101687 5753-18-4 Inactive 0 0 0 8 0 0 0 0 0 0 0 0 0 11 0 0 0 0 0 0 0 0 3 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 24 4 +M03838 0 101743 10505-24-5 Inactive 0 0 0 12 0 0 0 0 0 0 0 0 0 10 0 0 0 0 0 0 0 0 4 0 0 0 5 0 0 0 0 0 0 1 0 0 0 0 0 0 0 32 5 +M03839 0 101744 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999-99-9 Inactive 0 0 0 30 0 0 0 0 0 0 0 0 0 26 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 1 0 0 0 0 0 0 0 59 4 +M03848 0 101888 981-25-9 Inactive 0 0 0 23 0 0 0 0 0 0 0 0 0 18 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 1 0 0 0 0 0 0 0 45 4 +M03849 0 101962 999-99-9 Inactive 0 0 0 14 0 1 0 0 0 0 0 0 0 16 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 33 5 +M03850 0 102029 13198-99-7 Inactive 0 0 0 17 0 0 0 0 0 0 0 0 0 14 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 36 3 +M03851 0 102032 70460-54-7 Inactive 0 0 0 17 0 0 0 0 0 0 0 0 0 15 0 0 0 0 0 0 0 0 1 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 39 4 +M03852 0 102034 70460-60-5 Inactive 0 0 0 15 0 0 0 0 0 0 0 0 0 10 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 28 3 +M03853 0 102035 1603-44-7 Inactive 0 0 0 17 0 0 0 0 0 0 0 0 0 16 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 39 3 +M03854 0 102036 1808-02-2 Inactive 0 0 0 19 0 0 0 0 0 0 0 0 0 20 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 46 3 +M03855 0 102038 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999-99-9 Inactive 0 0 0 18 0 0 0 0 0 0 0 0 0 10 0 0 0 0 0 0 0 0 2 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 36 4 +M03968 0 105352 999-99-9 Inactive 0 0 0 19 0 0 0 0 0 0 0 0 0 19 0 0 0 0 0 0 0 0 1 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 43 4 +M03969 0 105356 999-99-9 Inactive 0 0 1 24 0 0 0 0 0 0 0 0 0 15 0 0 0 0 0 0 0 0 4 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 47 5 +M03970 0 105373 999-99-9 Inactive 0 0 0 7 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 1 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 17 4 +M03971 0 105386 999-99-9 Inactive 0 0 0 25 0 0 0 0 0 0 0 0 0 22 0 0 0 0 0 0 0 0 2 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 53 4 +M03972 0 105387 999-99-9 Inactive 0 0 0 25 0 0 0 0 0 0 0 0 0 26 0 0 0 0 0 0 0 0 2 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 55 4 +M03973 0 105439 17350-57-1 Inactive 0 0 0 14 0 0 0 0 0 0 0 0 0 26 0 0 0 0 0 0 0 0 4 0 0 0 8 0 0 0 0 0 0 0 0 0 0 0 0 0 0 52 4 +M03974 0 105449 999-99-9 Inactive 0 0 8 13 0 0 0 0 0 0 0 0 0 20 0 0 0 0 0 0 0 0 0 0 0 0 8 0 0 0 0 0 0 0 0 0 0 0 0 0 0 49 4 +M03975 0 105459 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5591-45-7 Inactive 0 0 0 23 0 0 0 0 0 0 0 0 0 29 0 0 0 0 0 0 0 0 3 0 0 0 2 0 0 0 0 0 0 2 0 0 0 0 0 0 0 59 5 +M04088 0 108193 82259-42-5 Inactive 0 0 0 17 0 0 0 0 0 0 0 0 0 16 0 0 0 0 0 0 0 0 2 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 36 4 +M04089 0 108197 999-99-9 Inactive 0 0 0 26 0 0 0 0 0 0 0 0 0 42 0 0 0 0 0 0 0 0 2 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 71 4 +M04090 0 108198 999-99-9 Inactive 0 0 0 28 0 0 0 0 0 0 0 0 0 46 0 0 0 0 0 0 0 0 2 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 77 4 +M04091 0 108336 999-99-9 Inactive 0 0 0 21 0 0 0 0 0 0 0 0 0 19 0 0 0 0 0 0 0 0 3 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 45 4 +M04092 0 108340 2859-88-3 Inactive 0 0 0 16 0 0 0 0 0 0 0 0 0 12 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 31 3 +M04093 0 108380 15450-74-5 Inactive 0 0 0 9 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 3 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 23 4 +M04094 0 108397 15448-95-0 Inactive 0 0 0 15 0 0 0 0 0 0 0 0 0 17 0 0 0 0 0 0 0 0 1 0 0 0 3 0 0 0 0 0 0 1 0 0 0 0 0 0 0 37 5 +M04095 0 108404 15449-03-3 Inactive 0 0 0 20 0 0 0 0 0 0 0 0 0 17 0 0 0 0 0 0 0 0 1 0 0 0 2 0 0 0 0 0 0 1 0 0 0 0 0 0 0 41 5 +M04096 0 108407 15448-89-2 Inactive 0 0 0 25 0 0 0 0 0 0 0 0 0 19 0 0 0 0 0 0 0 0 1 0 0 0 2 0 0 0 0 0 0 1 0 0 0 0 0 0 0 48 5 +M04097 0 108408 15448-90-5 Active 0 0 0 15 0 0 0 0 0 0 0 0 0 15 0 0 0 0 0 0 0 0 1 0 0 0 2 0 0 0 0 0 0 1 0 0 0 0 0 0 0 34 5 +M04098 0 108427 999-99-9 Inactive 0 0 0 25 0 0 0 0 0 0 0 0 0 31 0 0 0 0 0 0 0 0 1 0 0 0 9 0 0 0 0 0 0 0 0 0 0 0 0 0 0 66 4 +M04099 0 108428 999-99-9 Inactive 0 0 0 21 0 0 0 0 0 0 0 0 0 23 0 0 0 0 0 0 0 0 3 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 48 4 +M04100 0 108440 999-99-9 Inactive 0 0 0 14 0 0 0 0 0 0 0 0 0 13 0 0 0 0 0 0 0 0 1 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 32 4 +M04101 0 108456 999-99-9 Inactive 0 0 0 12 0 0 0 0 0 0 0 0 0 11 0 0 0 0 0 0 0 0 1 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 27 4 +M04102 0 108460 999-99-9 Inactive 0 0 0 23 0 0 0 0 0 0 0 0 0 20 0 0 0 0 0 0 0 0 2 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 46 4 +M04103 0 108464 999-99-9 Inactive 0 0 0 17 0 0 0 0 0 0 0 0 0 15 0 0 0 0 0 0 0 0 3 0 0 0 3 0 0 0 0 0 0 1 0 0 0 0 0 0 0 39 5 +M04104 0 108465 91955-46-3 Inactive 0 0 0 13 0 0 0 0 0 0 0 0 0 12 0 0 0 0 0 0 0 0 2 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 30 4 +M04105 0 108467 999-99-9 Inactive 0 0 0 23 0 0 0 0 0 0 0 0 0 18 0 0 0 0 0 0 0 0 4 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 46 4 +M04106 0 108468 999-99-9 Inactive 0 0 0 17 0 0 0 0 0 0 0 0 0 14 0 0 0 0 0 0 0 0 2 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 35 4 +M04107 0 108469 999-99-9 Inactive 0 0 0 21 0 0 0 0 0 0 0 0 0 16 0 0 0 0 0 0 0 0 2 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 40 4 +M04108 0 108473 999-99-9 Inactive 0 0 0 18 0 0 0 0 0 0 0 0 0 14 0 0 0 0 0 0 0 0 2 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 37 4 +M04109 0 108509 999-99-9 Inactive 0 0 0 23 0 0 0 0 0 0 0 0 0 18 0 0 0 0 0 0 0 0 2 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 44 4 +M04110 0 108579 60-54-8 Inactive 0 0 0 22 0 0 0 0 0 0 0 0 0 24 0 0 0 0 0 0 0 0 2 0 0 0 8 0 0 0 0 0 0 0 0 0 0 0 0 0 0 56 4 +M04111 0 108601 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999-99-9 Inactive 0 0 0 13 0 0 0 0 0 0 0 0 0 13 0 0 0 0 0 0 0 0 1 0 0 0 4 0 0 0 0 0 0 1 0 0 0 0 0 0 0 32 5 +M04120 0 108934 999-99-9 Inactive 0 0 0 20 0 0 0 0 0 0 0 0 0 18 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 2 0 0 0 0 0 0 0 46 4 +M04121 0 108997 999-99-9 Inactive 0 0 0 14 0 0 0 0 0 0 0 0 0 12 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 32 4 +M04122 0 109000 999-99-9 Inactive 0 0 0 12 0 2 0 0 0 0 0 0 0 8 0 0 0 0 0 0 0 0 2 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 26 6 +M04123 0 109002 999-99-9 Inactive 0 0 0 12 0 1 0 0 0 0 0 0 0 9 0 0 0 0 0 0 0 0 2 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 26 6 +M04124 0 109007 40229-93-4 Inactive 0 0 0 11 0 0 0 0 0 0 0 0 0 9 0 0 0 0 0 0 0 0 3 0 0 0 2 0 0 0 0 0 0 1 0 0 0 0 0 0 0 26 5 +M04125 0 109212 14885-29-1 Inactive 0 0 0 7 0 0 0 0 0 0 0 0 0 11 0 0 0 0 0 0 0 0 3 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 23 4 +M04126 0 109244 999-99-9 Inactive 0 0 0 22 0 0 0 0 0 0 0 0 0 28 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 58 4 +M04127 0 109253 999-99-9 Inactive 0 0 0 23 0 0 0 0 0 0 0 0 0 21 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 47 4 +M04128 0 109350 999-99-9 Inactive 0 0 0 45 0 0 0 0 0 0 0 0 0 58 0 0 0 0 0 0 0 0 4 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 114 4 +M04129 0 109361 999-99-9 Inactive 0 0 0 11 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 1 0 0 0 3 0 0 0 0 0 0 2 0 0 0 0 0 0 0 22 5 +M04130 0 109373 999-99-9 Inactive 0 0 0 14 0 0 0 0 0 0 0 0 0 15 0 0 0 0 0 0 0 0 1 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 32 4 +M04131 0 109375 61531-76-8 Inactive 0 0 0 8 0 0 0 0 0 0 0 0 0 10 0 0 0 0 0 0 0 0 4 0 0 0 2 0 0 0 0 0 0 2 0 0 0 0 0 0 0 26 5 +M04132 0 109384 6921-83-1 Inactive 0 0 0 10 0 0 0 0 0 0 0 0 0 8 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 21 3 +M04133 0 109423 31273-51-5 Inactive 0 0 0 12 0 0 0 0 0 0 0 0 0 8 0 0 0 0 0 0 0 0 2 0 0 0 3 0 0 0 0 0 0 1 0 0 0 0 0 0 0 26 5 +M04134 0 109459 999-99-9 Inactive 0 0 0 13 0 0 0 0 0 0 0 0 0 11 0 0 0 0 0 0 0 0 1 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 29 4 +M04135 0 109500 15826-37-6 Inactive 0 0 0 23 0 0 0 0 0 0 0 0 0 16 0 0 0 0 0 0 0 0 0 0 0 0 11 0 0 0 0 0 0 0 0 0 0 0 0 0 0 50 3 +M04136 0 109724 3778-73-2 Inactive 0 0 0 7 0 2 0 0 0 0 0 0 0 15 0 0 0 0 0 0 0 0 2 0 0 0 2 1 0 0 0 0 0 0 0 0 0 0 0 0 0 29 6 +M04137 0 109784 999-99-9 Inactive 0 0 0 15 0 0 0 0 0 0 0 0 0 15 0 0 0 0 0 0 0 0 1 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 35 4 +M04138 0 109792 4764-81-2 Inactive 0 0 0 14 0 0 0 0 0 0 0 0 0 15 0 0 0 0 0 0 0 0 1 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 33 4 +M04139 0 109797 4764-79-8 Inactive 0 0 0 12 0 0 0 0 0 0 0 0 0 11 0 0 0 0 0 0 0 0 1 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 27 4 +M04140 0 109800 999-99-9 Inactive 0 0 0 12 0 0 0 0 0 0 0 0 0 10 0 0 0 0 0 0 0 0 2 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 25 4 +M04141 0 109808 17322-85-9 Inactive 0 0 0 18 0 0 0 0 0 0 0 0 0 21 0 0 0 0 0 0 0 0 1 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 45 4 +M04142 0 109825 32418-97-6 Inactive 0 0 0 4 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 1 0 0 0 2 0 0 0 0 0 0 2 0 0 0 0 0 0 0 16 5 +M04143 0 109852 274-87-3 Inactive 0 0 0 5 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 13 3 +M04144 0 109884 61296-14-8 Inactive 0 0 0 7 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 1 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 18 4 +M04145 0 109894 13051-12-2 Inactive 0 0 0 10 0 1 0 0 0 0 0 0 0 8 0 0 0 0 0 0 0 0 3 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 25 5 +M04146 0 109913 13051-10-0 Inactive 0 0 1 11 0 0 0 0 0 0 0 0 0 11 0 0 0 0 0 0 0 0 2 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 27 5 +M04147 0 109914 13051-08-6 Inactive 0 0 1 11 0 0 0 0 0 0 0 0 0 11 0 0 0 0 0 0 0 0 2 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 27 5 +M04148 0 109999 999-99-9 Inactive 0 0 0 6 0 0 0 0 0 0 0 0 0 12 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 1 0 0 0 0 0 0 0 23 4 +M04149 0 110324 999-99-9 Inactive 0 0 0 20 0 0 0 0 0 0 0 0 0 12 0 0 0 0 0 0 0 0 6 0 0 0 2 0 0 0 0 0 0 2 0 0 0 0 0 0 0 42 5 +M04150 0 110342 15023-72-0 Inactive 0 0 0 10 0 0 0 0 0 0 0 0 0 13 0 0 0 0 0 0 0 0 5 0 0 0 3 0 0 0 0 0 0 1 0 0 0 0 0 0 0 32 5 +M04151 0 110344 19196-51-1 Inactive 0 0 0 6 0 0 0 0 0 0 0 0 0 13 0 0 0 0 0 0 0 0 1 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 23 4 +M04152 0 110363 2492-23-1 Inactive 0 0 0 25 0 2 0 0 0 0 0 0 0 20 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 48 4 +M04153 0 110364 14698-29-4 Inactive 0 0 0 13 0 0 0 0 0 0 0 0 0 11 0 0 0 0 0 0 0 0 1 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 30 4 +M04154 0 110378 30251-62-8 Inactive 0 0 1 16 0 0 0 0 0 0 0 0 0 11 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 28 3 +M04155 0 110379 28439-94-3 Inactive 0 0 0 16 0 0 0 0 0 0 0 0 0 11 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 28 3 +M04156 0 110430 655-35-6 Inactive 0 0 0 20 0 0 0 0 0 0 0 0 0 27 0 0 0 0 0 0 0 0 1 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 53 4 +M04157 0 110431 135-07-9 Inactive 0 0 0 9 0 2 0 0 0 0 0 0 0 11 0 0 0 0 0 0 0 0 3 0 0 0 4 0 0 0 0 0 0 2 0 0 0 0 0 0 0 31 6 +M04158 0 110433 152-47-6 Inactive 0 0 0 11 0 0 0 0 0 0 0 0 0 12 0 0 0 0 0 0 0 0 4 0 0 0 3 0 0 0 0 0 0 1 0 0 0 0 0 0 0 31 5 +M04159 0 110598 7484-37-9 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58802-03-2 Inactive 0 0 0 19 0 0 0 0 0 0 0 0 0 14 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 36 3 +M04168 0 110700 20934-14-9 Inactive 0 0 0 5 0 0 0 0 0 0 0 0 0 11 0 0 0 0 0 0 0 0 2 0 0 0 5 1 0 0 0 0 0 0 0 0 0 0 0 0 0 24 5 +M04169 0 110730 999-99-9 Inactive 0 0 0 10 0 0 0 0 0 0 0 0 0 11 0 0 0 0 0 0 0 0 5 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 30 4 +M04170 0 111071 4800-94-6 Inactive 0 0 0 17 0 0 0 0 0 0 0 0 0 18 0 0 0 0 0 0 0 0 2 0 0 0 6 0 0 0 0 0 0 1 0 0 0 0 0 0 0 44 5 +M04171 0 111080 75291-68-8 Inactive 0 0 0 17 0 0 0 0 0 0 0 0 0 20 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 42 4 +M04172 0 111091 75291-65-5 Inactive 0 0 0 22 0 0 0 0 0 0 0 0 0 21 0 0 0 0 0 0 0 0 5 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 52 4 +M04173 0 111096 75291-69-9 Inactive 0 0 0 18 0 1 0 0 0 0 0 0 0 19 0 0 0 0 0 0 0 0 4 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 45 5 +M04174 0 111104 1241-00-5 Inactive 0 0 0 16 0 0 0 0 0 0 0 0 0 16 0 0 0 0 0 0 0 0 2 0 0 0 4 0 0 0 0 0 0 2 0 0 0 0 0 0 0 40 5 +M04175 0 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0 114652 999-99-9 Inactive 0 0 0 37 0 0 0 0 0 0 0 0 0 26 0 0 0 0 0 0 0 0 3 0 0 0 2 1 0 0 0 0 0 0 0 0 0 0 0 0 0 69 5 +M04296 0 114758 999-99-9 Inactive 0 0 0 46 0 0 0 0 0 0 0 0 0 50 0 0 0 0 0 0 0 0 4 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 106 4 +M04297 0 114763 28293-18-7 Inactive 0 0 0 18 0 0 0 0 0 0 0 0 0 28 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 50 3 +M04298 0 114781 27973-72-4 Inactive 0 0 0 25 0 0 0 0 0 0 0 0 0 45 0 0 0 0 0 0 0 0 1 0 0 0 9 0 0 0 0 0 0 0 0 0 0 0 0 0 0 80 4 +M04299 0 114835 908-54-3 Inactive 0 0 0 18 0 0 0 0 0 0 0 0 0 22 0 0 0 0 0 0 0 0 8 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 51 4 +M04300 0 114858 28164-41-2 Inactive 0 0 1 17 0 0 0 0 0 0 0 0 0 14 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 33 4 +M04301 0 114859 26389-98-0 Inactive 0 0 2 17 0 0 0 0 0 0 0 0 0 13 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 33 4 +M04302 0 114930 999-99-9 Inactive 0 0 0 16 0 1 0 0 0 0 0 0 0 10 0 0 0 0 0 0 0 0 1 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 31 5 +M04303 0 114934 19711-99-0 Inactive 0 0 0 28 0 0 0 0 0 0 0 0 0 21 0 0 0 0 0 0 0 0 1 0 0 0 3 0 0 0 0 0 0 1 0 0 0 0 0 0 0 54 5 +M04304 0 115006 999-99-9 Inactive 0 0 2 6 0 0 0 0 0 0 0 0 0 10 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 20 4 +M04305 0 115027 999-99-9 Inactive 0 0 0 9 0 0 0 0 0 0 0 0 0 15 0 0 0 0 0 0 0 0 1 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 27 4 +M04306 0 115130 999-99-9 Inactive 0 0 0 13 0 1 0 0 0 0 0 0 0 11 0 0 0 0 0 0 0 0 2 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 31 5 +M04307 0 115158 999-99-9 Inactive 0 0 0 18 0 0 0 0 0 0 0 0 0 23 0 0 0 0 0 0 0 0 1 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 48 4 +M04308 0 115163 999-99-9 Inactive 0 0 0 14 0 0 0 0 0 0 0 0 0 14 0 0 0 0 0 0 0 0 2 0 0 0 6 0 0 0 0 0 0 1 0 0 0 0 0 0 0 37 5 +M04309 0 115164 999-99-9 Inactive 0 0 0 16 0 0 0 0 0 0 0 0 0 17 0 0 0 0 0 0 0 0 1 0 0 0 6 0 0 0 0 0 0 2 0 0 0 0 0 0 0 42 5 +M04310 0 115165 999-99-9 Inactive 0 0 0 12 0 0 0 0 0 0 0 0 0 16 0 0 0 0 0 0 0 0 4 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 35 4 +M04311 0 115410 20514-40-3 Inactive 0 0 0 8 0 0 0 0 0 0 0 0 0 10 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 22 3 +M04312 0 115491 42830-48-8 Inactive 0 0 0 20 0 0 0 0 0 0 0 0 0 22 0 0 0 0 0 0 0 0 0 0 0 0 10 0 0 0 0 0 0 0 0 0 0 0 0 0 0 52 3 +M04313 0 115497 114-42-1 Inactive 0 0 0 24 0 0 0 0 0 0 0 0 0 30 0 0 0 0 0 0 0 0 0 0 0 0 8 0 0 0 0 0 0 0 0 0 0 0 0 0 0 62 3 +M04314 0 115514 2815-45-4 Inactive 0 0 0 11 0 0 0 0 0 0 0 0 0 20 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 32 3 +M04315 0 115528 17575-26-7 Inactive 0 0 0 9 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 20 3 +M04316 0 115530 6087-63-4 Inactive 0 0 0 10 0 1 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 21 4 +M04317 0 115531 6087-64-5 Inactive 0 0 1 10 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 21 4 +M04318 0 115543 6087-65-6 Inactive 0 0 0 10 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 1 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 23 4 +M04319 0 115553 70460-24-1 Inactive 0 0 0 19 0 0 0 0 0 0 0 0 0 14 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 40 3 +M04320 0 115554 999-99-9 Inactive 0 0 0 15 0 0 0 0 0 0 0 0 0 10 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 32 3 +M04321 0 115576 999-99-9 Inactive 0 0 0 19 0 0 0 0 0 0 0 0 0 19 0 0 0 0 0 0 0 0 1 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 42 4 +M04322 0 115683 53094-78-3 Inactive 0 0 0 27 0 0 0 0 0 0 0 0 0 24 0 0 0 0 0 0 0 0 0 0 0 0 2 1 0 0 0 0 0 0 0 0 0 0 0 0 0 54 4 +M04323 0 115684 4885-57-8 Inactive 0 0 0 39 0 0 0 0 0 0 0 0 0 34 0 0 0 0 0 0 0 0 0 0 0 0 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 76 4 +M04324 0 115696 999-99-9 Inactive 0 0 0 15 0 0 0 0 0 0 0 0 0 13 0 0 0 0 0 0 0 0 3 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 34 4 +M04325 0 115715 33169-07-2 Inactive 0 0 0 17 0 0 0 0 0 0 0 0 0 22 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 42 3 +M04326 0 115723 52617-98-8 Inactive 0 0 0 19 0 1 0 0 0 0 0 0 0 23 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 47 4 +M04327 0 115793 999-99-9 Inactive 0 0 0 22 0 0 0 0 0 0 0 0 0 30 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 54 3 +M04328 0 115863 999-99-9 Inactive 0 0 0 50 0 0 0 0 0 0 0 0 0 43 0 0 0 0 0 0 0 0 1 0 0 0 8 0 0 0 0 0 0 0 0 0 0 0 0 0 0 102 4 +M04329 0 115892 999-99-9 Inactive 0 0 0 22 0 0 0 0 0 0 0 0 0 15 0 0 0 0 0 0 0 0 1 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 41 4 +M04330 0 115893 553-91-3 Active 0 0 0 2 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 8 3 +M04331 0 116044 999-99-9 Inactive 0 0 0 16 0 0 0 0 0 0 0 0 0 20 0 0 0 0 0 0 0 0 2 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 40 4 +M04332 0 116059 999-99-9 Inactive 0 0 0 7 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 3 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 19 4 +M04333 0 116251 25684-15-5 Inactive 0 0 0 18 0 0 0 0 0 0 0 0 0 21 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 40 3 +M04334 0 116280 999-99-9 Inactive 0 0 0 12 0 0 0 0 0 0 0 0 0 15 0 0 0 0 0 0 0 0 5 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 38 4 +M04335 0 116281 999-99-9 Inactive 0 0 0 13 0 0 0 0 0 0 0 0 0 17 0 0 0 0 0 0 0 0 5 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 40 4 +M04336 0 116306 999-99-9 Inactive 0 0 0 4 0 0 0 0 0 0 0 0 0 12 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 22 4 +M04337 0 116341 234-80-0 Inactive 0 0 0 9 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 19 3 +M04338 0 116363 999-99-9 Inactive 0 0 0 7 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 1 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16 4 +M04339 0 116383 28434-95-9 Inactive 0 0 0 12 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 2 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 25 4 +M04340 0 116385 999-99-9 Inactive 0 0 0 19 0 0 0 0 0 0 0 0 0 12 0 0 0 0 0 0 0 0 2 0 0 0 7 0 0 0 0 0 0 1 0 0 0 0 0 0 0 41 5 +M04341 0 116512 23935-84-4 Inactive 0 0 0 12 0 0 0 0 0 0 0 0 0 11 0 0 0 0 0 0 0 0 3 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 27 4 +M04342 0 116523 13925-32-1 Inactive 0 0 0 7 0 0 0 0 0 0 0 0 0 9 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 20 4 +M04343 0 116530 999-99-9 Inactive 0 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20 0 0 0 0 0 0 0 0 0 16 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 39 4 +M04352 0 116588 999-99-9 Inactive 0 0 0 20 0 0 0 0 0 0 0 0 0 16 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 39 4 +M04353 0 116590 23898-57-9 Inactive 0 0 0 13 0 0 0 0 0 0 0 0 0 16 0 0 0 0 0 0 0 0 2 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 34 4 +M04354 0 116591 23898-55-7 Inactive 0 0 0 13 0 1 0 0 0 0 0 0 0 16 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 32 5 +M04355 0 116655 13226-13-6 Inactive 0 0 0 19 0 0 0 0 0 0 0 0 0 13 0 0 0 0 0 0 0 0 3 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 36 4 +M04356 0 116662 14479-52-8 Inactive 0 0 0 27 0 0 0 0 0 0 0 0 0 26 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 54 3 +M04357 0 116663 999-99-9 Inactive 0 0 0 26 0 0 0 0 0 0 0 0 0 24 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 53 4 +M04358 0 116664 14650-27-2 Inactive 0 0 0 28 0 0 0 0 0 0 0 0 0 28 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 57 3 +M04359 0 116666 69743-37-9 Inactive 0 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0 10 0 1 0 0 0 0 0 0 0 8 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 20 4 +M04376 0 116793 999-99-9 Inactive 0 0 0 10 0 1 0 0 0 0 0 0 0 8 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 20 4 +M04377 0 116795 23351-07-7 Inactive 0 0 0 11 0 0 0 0 0 0 0 0 0 8 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 21 3 +M04378 0 116796 5044-38-2 Inactive 0 0 0 10 0 1 0 0 0 0 0 0 0 8 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 20 4 +M04379 0 116798 5145-71-1 Inactive 0 0 0 11 0 0 0 0 0 0 0 0 0 11 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 24 4 +M04380 0 116801 5044-40-6 Inactive 0 0 0 12 0 0 0 0 0 0 0 0 0 14 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 28 3 +M04381 0 116803 4533-42-0 Inactive 0 0 0 10 0 0 0 0 0 0 0 0 0 8 0 0 0 0 0 0 0 0 2 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 22 4 +M04382 0 116805 13155-12-9 Inactive 0 0 0 6 0 0 0 0 0 0 0 0 0 15 0 0 0 0 0 0 0 0 3 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 26 4 +M04383 0 116810 10524-26-2 Inactive 0 0 0 21 0 0 0 0 0 0 0 0 0 25 0 0 0 0 0 0 0 0 3 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 53 4 +M04384 0 116966 5184-64-5 Inactive 0 0 0 16 0 0 0 0 0 0 0 0 0 18 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 1 0 0 0 0 0 0 0 37 4 +M04385 0 116972 20352-38-9 Inactive 0 0 0 13 0 0 0 0 0 0 0 0 0 13 0 0 0 0 0 0 0 0 5 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 33 4 +M04386 0 117027 999-99-9 Inactive 0 0 0 48 0 0 0 0 0 0 0 0 0 26 0 0 0 0 0 0 0 0 0 0 0 0 12 0 0 0 0 0 0 0 0 0 0 0 0 0 0 86 3 +M04387 0 117179 999-99-9 Inactive 0 0 0 16 0 0 0 0 0 0 0 0 0 18 0 0 0 0 0 0 0 0 2 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 39 4 +M04388 0 117181 18172-33-3 Inactive 0 0 0 20 0 0 0 0 0 0 0 0 0 20 0 0 0 0 0 0 0 0 2 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 45 4 +M04389 0 117183 34712-15-7 Inactive 0 0 0 14 0 2 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 26 4 +M04390 0 117184 2525-35-1 Inactive 0 0 0 11 0 0 0 0 0 0 0 0 0 13 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 26 4 +M04391 0 117186 115-33-3 Inactive 0 0 0 24 0 0 0 0 0 0 0 0 0 19 0 0 0 0 0 0 0 0 1 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 49 4 +M04392 0 117271 999-99-9 Inactive 0 0 0 27 0 1 0 0 0 0 0 0 0 15 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 49 4 +M04393 0 117272 999-99-9 Inactive 0 0 0 27 0 2 0 0 0 0 0 0 0 14 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 49 4 +M04394 0 117275 999-99-9 Inactive 0 0 0 27 0 2 0 0 0 0 0 0 0 14 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 49 4 +M04395 0 117276 999-99-9 Inactive 0 0 0 29 0 0 0 0 0 0 0 0 0 19 0 0 0 0 0 0 0 0 1 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 56 4 +M04396 0 117278 999-99-9 Inactive 0 0 0 30 0 0 0 0 0 0 0 0 0 22 0 0 0 0 0 0 0 0 0 0 0 0 9 0 0 0 0 0 0 0 0 0 0 0 0 0 0 61 3 +M04397 0 117279 999-99-9 Inactive 0 0 0 30 0 0 0 0 0 0 0 0 0 22 0 0 0 0 0 0 0 0 0 0 0 0 8 0 0 0 0 0 0 0 0 0 0 0 0 0 0 60 3 +M04398 0 117280 999-99-9 Inactive 0 0 0 25 0 0 0 0 0 0 0 0 0 20 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 51 3 +M04399 0 117330 63870-02-0 Inactive 0 0 0 10 0 0 0 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999-99-9 Inactive 0 0 0 9 0 0 0 0 0 0 0 0 0 9 0 0 0 0 0 0 0 0 3 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 23 4 +M04809 0 131260 34297-48-8 Inactive 0 0 0 6 0 0 0 0 0 0 0 0 0 10 0 0 0 0 0 0 0 0 6 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 23 4 +M04810 0 131277 999-99-9 Inactive 0 0 0 14 0 0 0 0 0 0 0 0 0 27 0 0 0 0 0 0 0 0 0 0 0 0 5 1 0 0 0 0 0 0 0 0 0 0 0 0 0 47 4 +M04811 0 131278 14261-50-8 Inactive 0 0 0 14 0 0 0 0 0 0 0 0 0 27 0 0 0 0 0 0 0 0 0 0 0 0 5 1 0 0 0 0 0 0 0 0 0 0 0 0 0 47 4 +M04812 0 131281 35854-53-6 Inactive 0 0 0 13 0 0 0 0 0 0 0 0 0 25 0 0 0 0 0 0 0 0 2 0 0 0 3 1 0 0 0 0 0 1 0 0 0 0 0 0 0 45 6 +M04813 0 131282 32687-56-2 Inactive 0 0 0 13 0 0 0 0 0 0 0 0 0 27 0 0 0 0 0 0 0 0 2 0 0 0 3 1 0 0 0 0 0 1 0 0 0 0 0 0 0 47 6 +M04814 0 131283 32674-72-9 Inactive 0 0 0 11 0 0 0 0 0 0 0 0 0 21 0 0 0 0 0 0 0 0 0 0 0 0 5 1 0 0 0 0 0 0 0 0 0 0 0 0 0 38 4 +M04815 0 131284 35854-51-4 Inactive 0 0 0 12 0 0 0 0 0 0 0 0 0 22 0 0 0 0 0 0 0 0 1 0 0 0 4 1 0 0 0 0 0 1 0 0 0 0 0 0 0 41 6 +M04816 0 131285 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4 +M05344 0 150501 999-99-9 Inactive 0 0 0 4 0 2 0 0 0 0 0 0 0 9 0 0 0 0 0 0 0 0 2 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 18 5 +M05345 0 150527 2825-60-7 Inactive 0 0 0 29 0 1 0 0 1 0 0 0 0 38 0 0 0 0 0 0 0 0 0 0 0 0 8 0 0 0 0 0 0 0 0 0 0 0 0 0 0 77 5 +M05346 0 150533 21780-68-7 Inactive 0 0 0 13 0 0 0 0 0 0 0 0 0 13 0 0 0 0 0 0 0 0 3 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 31 5 +M05347 0 150550 19172-47-5 Inactive 0 0 0 14 0 0 0 0 0 0 0 0 0 14 0 0 0 0 0 0 0 0 0 0 0 0 2 2 0 0 0 0 0 4 0 0 0 0 0 0 0 36 5 +M05348 0 150746 15816-28-1 Inactive 0 0 0 11 0 1 0 0 0 0 0 0 0 9 0 0 0 0 0 0 0 0 1 0 0 0 4 0 0 0 0 0 0 1 0 0 0 0 0 0 0 27 6 +M05349 0 150749 4079-28-1 Inactive 0 0 0 16 0 0 0 0 0 0 0 0 0 13 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 31 4 +M05350 0 150750 4146-40-1 Inactive 0 0 0 15 0 1 0 0 0 0 0 0 0 11 0 0 0 0 0 0 0 0 1 0 0 0 4 0 0 0 0 0 0 1 0 0 0 0 0 0 0 33 6 +M05351 0 150759 20512-56-5 Inactive 0 0 0 15 0 1 0 0 0 0 0 0 0 11 0 0 0 0 0 0 0 0 1 0 0 0 4 0 0 0 0 0 0 1 0 0 0 0 0 0 0 33 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999-99-9 Inactive 0 0 0 20 0 0 0 0 0 0 0 0 0 21 0 0 0 0 0 0 0 0 1 0 0 0 2 0 0 0 0 0 0 1 0 0 0 0 0 0 0 45 5 +M05858 0 169780 24584-09-6 Inactive 0 0 0 11 0 0 0 0 0 0 0 0 0 16 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 35 4 +M05859 0 169862 1178-29-6 Inactive 0 0 0 24 0 0 0 0 0 0 0 0 0 32 0 0 0 0 0 0 0 0 2 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 63 4 +M05860 0 169864 298-46-4 Inactive 0 0 0 15 0 0 0 0 0 0 0 0 0 12 0 0 0 0 0 0 0 0 2 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 30 4 +M05861 0 169869 1165-48-6 Inactive 0 0 0 20 0 0 0 0 0 0 0 0 0 21 0 0 0 0 0 0 0 0 1 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 45 4 +M05862 0 169874 548-73-2 Inactive 0 0 0 22 0 0 0 0 1 0 0 0 0 22 0 0 0 0 0 0 0 0 3 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 50 5 +M05863 0 169876 5588-29-4 Inactive 0 0 0 11 0 0 0 0 0 0 0 0 0 13 0 0 0 0 0 0 0 0 1 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 27 4 +M05864 0 169877 3772-70-1 Inactive 0 0 0 22 0 0 0 0 3 0 0 0 0 26 0 0 0 0 0 0 0 0 3 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 56 6 +M05865 0 169879 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999-99-9 Inactive 0 0 0 24 0 0 0 0 0 0 0 0 0 30 0 0 0 0 0 0 0 0 2 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 59 4 +M05882 0 170521 999-99-9 Inactive 0 0 0 17 0 0 0 0 0 0 0 0 0 25 0 0 0 0 0 0 0 0 1 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 47 4 +M05883 0 170543 999-99-9 Inactive 0 0 0 10 0 0 0 0 0 0 0 0 0 20 0 0 0 0 0 0 0 0 2 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 33 4 +M05884 0 170550 999-99-9 Inactive 0 0 0 32 0 0 0 0 0 0 0 0 0 40 0 0 0 0 0 0 0 0 2 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 77 4 +M05885 0 170561 39038-32-9 Inactive 0 0 0 20 0 0 0 0 0 0 0 0 0 20 0 0 0 0 0 0 0 0 4 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 45 4 +M05886 0 170660 63040-62-0 Inactive 0 0 0 22 0 0 0 0 0 0 0 0 0 17 0 0 0 0 0 0 0 0 3 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 44 4 +M05887 0 170693 18735-96-1 Inactive 0 0 0 10 0 0 0 0 0 0 0 0 0 10 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 24 3 +M05888 0 170870 999-99-9 Inactive 0 0 0 25 0 0 0 0 0 0 0 0 0 22 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 49 3 +M05889 0 170930 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0 0 0 0 74 4 +M06970 0 260892 74312-38-2 Inactive 0 0 0 17 0 0 0 0 0 0 0 0 0 26 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 48 3 +M06971 0 261036 13551-92-3 Inactive 0 0 0 6 0 0 0 0 0 0 0 0 0 9 0 0 0 0 0 0 0 0 3 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 22 4 +M06972 0 261037 13551-87-6 Inactive 0 0 0 7 0 0 0 0 0 0 0 0 0 11 0 0 0 0 0 0 0 0 3 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 25 4 +M06973 0 261045 67106-76-7 Inactive 0 0 0 29 0 0 0 0 0 0 0 0 0 33 0 0 0 0 0 0 0 0 1 0 0 0 11 0 0 0 0 0 0 0 0 0 0 0 0 0 0 74 4 +M06974 0 261108 15567-82-5 Inactive 0 0 0 9 0 2 0 0 0 0 0 0 0 18 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 31 4 +M06975 0 261172 59226-72-1 Inactive 0 0 0 14 0 0 0 0 0 0 0 0 0 24 0 0 0 0 0 0 0 0 2 0 0 0 2 0 0 0 0 0 0 2 0 0 0 0 0 0 0 44 5 +M06976 0 261199 57245-00-8 Active 0 0 0 13 0 0 0 0 0 0 0 0 0 16 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 34 4 +M06977 0 261220 64316-58-1 Inactive 0 0 0 13 0 0 0 0 0 0 0 0 0 19 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0 2 0 0 0 0 0 0 0 36 5 +M06978 0 261224 999-99-9 Inactive 0 0 0 16 0 0 0 0 0 0 0 0 0 32 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 3 0 0 0 0 0 0 0 52 4 +M06979 0 261238 64316-49-0 Inactive 0 0 0 11 0 0 0 0 0 0 0 0 0 15 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0 2 0 0 0 0 0 0 0 30 5 +M06980 0 261367 999-99-9 Inactive 0 0 0 26 0 0 0 0 0 0 0 0 0 30 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 1 0 0 0 0 0 0 0 60 4 +M06981 0 261629 15306-22-6 Active 0 0 0 20 0 0 1 0 0 0 0 0 0 22 0 0 0 0 0 0 0 0 3 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 48 5 +M06982 0 261704 16915-78-9 Inactive 0 0 0 20 0 0 0 0 0 0 0 0 0 32 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 53 3 +M06983 0 261713 976-71-6 Inactive 0 0 0 22 0 0 0 0 0 0 0 0 0 28 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 53 3 +M06984 0 262143 81411-31-6 Inactive 0 0 0 9 0 0 0 0 0 0 0 0 0 13 0 0 0 0 0 0 0 0 3 0 0 0 2 0 0 0 0 0 0 2 0 0 0 0 0 0 0 29 5 +M06985 0 262185 62921-33-9 Inactive 0 0 0 39 0 0 0 0 0 0 0 0 0 52 0 0 0 0 0 0 0 0 2 0 0 0 12 0 0 0 0 0 0 0 0 0 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0 0 29 5 +M07026 0 266190 24764-60-1 Inactive 0 0 0 21 0 0 0 0 3 0 0 0 0 15 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 1 0 0 0 0 0 0 0 43 5 +M07027 0 266191 53282-30-7 Inactive 0 0 0 5 0 0 0 0 3 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 1 0 0 0 0 0 0 0 19 5 +M07028 0 266192 53282-32-9 Inactive 0 0 0 8 0 0 0 0 3 0 0 0 0 11 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 1 0 0 0 0 0 0 0 26 5 +M07029 0 266193 999-99-9 Inactive 0 0 0 10 0 0 0 0 3 0 0 0 0 9 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 1 0 0 0 0 0 0 0 26 5 +M07030 0 266195 53282-55-6 Inactive 0 0 0 10 0 0 0 0 0 0 0 0 0 20 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 1 0 0 0 0 0 32 4 +M07031 0 266196 51075-23-1 Inactive 0 0 0 12 0 0 0 0 0 0 0 0 0 18 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 1 0 0 0 0 0 32 4 +M07032 0 266262 57565-54-5 Inactive 0 0 0 10 0 0 0 0 6 0 0 0 0 8 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 26 5 +M07033 0 266491 999-99-9 Inactive 0 0 0 19 0 0 0 0 0 0 0 0 0 16 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 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0 0 0 0 0 100 4 +M07042 0 267232 13292-31-4 Inactive 0 0 0 39 0 0 0 0 0 0 0 0 0 51 0 0 0 0 0 0 0 0 3 0 0 0 12 0 0 0 0 0 0 0 0 0 0 0 0 0 0 105 4 +M07043 0 267233 51757-16-5 Inactive 0 0 0 38 0 0 0 0 0 0 0 0 0 47 0 0 0 0 0 0 0 0 1 0 0 0 11 0 0 0 0 0 0 0 0 0 0 0 0 0 0 97 4 +M07044 0 267317 1801-20-3 Inactive 0 0 1 15 0 0 0 0 0 0 0 0 0 9 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 27 4 +M07045 0 267341 56908-70-4 Inactive 0 0 0 11 0 0 0 0 0 0 0 0 0 9 0 0 0 0 0 0 0 0 3 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 26 4 +M07046 0 267416 999-99-9 Inactive 0 0 0 14 0 0 0 0 0 0 0 0 0 16 0 0 0 0 0 0 0 0 2 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 35 4 +M07047 0 267417 999-99-9 Inactive 0 0 0 14 0 0 0 0 0 0 0 0 0 16 0 0 0 0 0 0 0 0 2 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 35 4 +M07048 0 267461 52934-83-5 Inactive 0 0 0 16 0 0 0 0 0 0 0 0 0 14 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 36 3 +M07049 0 267584 55170-66-6 Inactive 0 0 0 21 0 0 0 0 0 0 0 0 0 16 0 0 0 0 0 0 0 0 2 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 42 4 +M07050 0 268217 999-99-9 Inactive 0 0 0 36 0 0 0 0 0 0 0 0 0 48 0 0 0 0 0 0 0 0 0 0 0 0 8 0 0 0 0 0 0 0 0 0 0 0 0 0 0 92 3 +M07051 0 268218 64219-22-3 Inactive 0 0 0 29 0 0 0 0 0 0 0 0 0 42 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 78 3 +M07052 0 268227 35249-62-8 Inactive 0 0 1 11 0 0 0 0 0 0 0 0 0 12 0 0 0 0 0 0 0 0 1 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 27 5 +M07053 0 268229 35202-55-2 Inactive 0 0 0 11 0 0 0 0 0 0 0 0 0 15 0 0 0 0 0 0 0 0 1 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 29 4 +M07054 0 268230 35202-57-4 Inactive 0 0 0 23 0 0 0 0 0 0 0 0 0 27 0 0 0 0 0 0 0 0 1 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 57 4 +M07055 0 268239 70844-09-6 Inactive 0 0 0 31 0 0 0 0 0 0 0 0 0 37 0 0 0 0 0 0 0 0 1 0 0 0 11 0 0 0 0 0 0 0 0 0 0 0 0 0 0 80 4 +M07056 0 268242 70878-51-2 Inactive 0 0 0 41 0 0 0 0 0 0 0 0 0 41 0 0 0 0 0 0 0 0 1 0 0 0 10 0 0 0 0 0 0 0 0 0 0 0 0 0 0 93 4 +M07057 0 268394 999-99-9 Inactive 0 0 0 32 0 0 0 0 0 0 0 0 0 40 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 76 3 +M07058 0 268680 999-99-9 Inactive 0 0 0 14 0 0 0 0 0 0 0 0 0 18 0 0 0 0 0 0 0 0 2 0 0 0 4 0 0 0 0 0 0 1 0 0 0 0 0 0 0 39 5 +M07059 0 268699 65273-60-1 Inactive 0 0 0 28 0 0 0 0 0 0 0 0 0 23 0 0 0 0 0 0 0 0 1 0 0 0 2 1 0 0 0 0 0 0 0 0 0 0 0 0 0 55 5 +M07060 0 268742 999-99-9 Inactive 0 0 0 26 0 0 0 0 0 0 0 0 0 24 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 52 3 +M07061 0 268756 24275-68-1 Inactive 0 0 0 21 0 0 0 0 0 0 0 0 0 18 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 41 3 +M07062 0 268757 999-99-9 Inactive 0 0 0 20 0 0 0 0 0 0 0 0 0 18 0 0 0 0 0 0 0 0 2 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 42 4 +M07063 0 268772 999-99-9 Inactive 0 0 0 35 0 0 0 0 0 0 0 0 0 26 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 65 3 +M07064 0 268775 4980-20-5 Inactive 0 0 0 12 0 0 0 0 0 0 0 0 0 15 0 0 0 0 0 0 0 0 1 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 30 4 +M07065 0 268796 999-99-9 Inactive 0 0 0 26 0 0 0 0 0 0 0 0 0 24 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 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0 0 0 0 0 0 0 32 3 +M07074 0 269129 63194-80-9 Inactive 0 0 0 15 0 0 0 0 0 0 0 0 0 12 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 31 3 +M07075 0 269146 12677-11-1 Inactive 0 0 0 52 0 0 0 0 0 0 0 0 0 76 0 0 0 0 0 0 0 0 0 0 0 0 24 0 0 0 0 0 0 0 0 0 0 0 0 0 0 152 3 +M07076 0 269148 71628-96-1 Inactive 0 0 0 28 0 0 0 0 0 0 0 0 0 31 0 0 0 0 0 0 0 0 1 0 0 0 10 0 0 0 0 0 0 0 0 0 0 0 0 0 0 70 4 +M07077 0 269160 999-99-9 Inactive 0 0 0 9 0 0 0 0 0 0 0 0 0 20 0 0 0 0 0 0 0 0 1 0 0 0 2 1 0 0 0 0 0 0 0 0 0 0 0 0 0 33 5 +M07078 0 269161 3440-92-4 Inactive 0 0 0 7 0 0 0 0 0 0 0 0 0 16 0 0 0 0 0 0 0 0 1 0 0 0 2 1 0 0 0 0 0 0 0 0 0 0 0 0 0 27 5 +M07079 0 269162 7114-59-2 Inactive 0 0 0 7 0 0 0 0 0 0 0 0 0 16 0 0 0 0 0 0 0 0 1 0 0 0 2 1 0 0 0 0 0 1 0 0 0 0 0 0 0 28 6 +M07080 0 269165 999-99-9 Inactive 0 0 0 10 0 0 0 0 0 0 0 0 0 13 0 0 0 0 0 0 0 0 0 0 0 0 4 1 0 0 0 0 0 0 0 0 0 0 0 0 0 28 4 +M07081 0 269170 22429-12-5 Inactive 0 0 0 10 0 0 0 0 0 0 0 0 0 15 0 0 0 0 0 0 0 0 2 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 28 4 +M07082 0 269184 61739-55-7 Inactive 0 0 0 68 0 8 0 0 0 0 0 0 0 56 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 136 4 +M07083 0 269186 999-99-9 Inactive 0 0 0 41 0 0 0 0 0 0 0 0 0 49 0 0 0 0 0 0 0 0 2 0 0 0 8 0 0 0 0 0 0 0 0 0 0 0 0 0 0 100 4 +M07084 0 269423 63624-40-8 Inactive 0 0 0 45 0 0 0 0 0 0 0 0 0 56 0 0 0 0 0 0 0 0 2 0 0 0 12 0 0 0 0 0 0 0 0 0 0 0 0 0 0 115 4 +M07085 0 269601 999-99-9 Inactive 0 0 0 13 0 0 0 0 0 0 0 0 0 30 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 1 0 0 1 0 0 0 0 48 5 +M07086 0 269613 64527-54-4 Inactive 0 0 0 7 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 17 4 +M07087 0 269620 999-99-9 Inactive 0 0 0 17 0 0 0 0 0 0 0 0 0 19 0 0 0 0 0 0 0 0 1 0 0 0 2 0 0 0 0 0 0 2 0 0 0 0 0 0 0 41 5 +M07088 0 269621 5275-11-6 Inactive 0 0 0 10 0 0 0 0 0 0 0 0 0 10 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 24 4 +M07089 0 269753 999-99-9 Inactive 0 0 0 29 0 0 0 0 0 0 0 0 0 40 0 0 0 0 0 0 0 0 0 0 0 0 10 0 0 0 0 0 0 0 0 0 0 0 0 0 0 79 3 +M07090 0 269754 999-99-9 Inactive 0 0 0 29 0 0 0 0 0 0 0 0 0 40 0 0 0 0 0 0 0 0 0 0 0 0 10 0 0 0 0 0 0 0 0 0 0 0 0 0 0 79 3 +M07091 0 269756 63783-94-8 Inactive 0 0 0 29 0 0 0 0 0 0 0 0 0 38 0 0 0 0 0 0 0 0 0 0 0 0 11 0 0 0 0 0 0 0 0 0 0 0 0 0 0 78 3 +M07092 0 269757 61251-97-6 Inactive 0 0 0 29 0 0 0 0 0 0 0 0 0 38 0 0 0 0 0 0 0 0 0 0 0 0 11 0 0 0 0 0 0 0 0 0 0 0 0 0 0 78 3 +M07093 0 269896 83-86-3 Inactive 0 0 0 6 0 0 0 0 0 0 0 0 0 18 0 0 0 0 0 0 0 0 0 0 0 0 24 6 0 0 0 0 0 0 0 0 0 0 0 0 0 54 4 +M07094 0 269919 50479-11-3 Inactive 0 0 0 24 0 0 0 0 0 0 0 0 0 26 0 0 0 0 0 0 0 0 0 0 0 0 2 1 0 0 0 0 0 0 0 0 0 0 0 0 0 53 4 +M07095 0 269962 10539-40-9 Inactive 0 0 0 13 0 0 0 0 0 0 0 0 0 14 0 0 0 0 0 0 0 0 3 0 0 0 3 1 0 0 0 0 0 0 0 0 0 0 0 0 0 34 5 +M07096 0 270066 999-99-9 Inactive 0 0 0 32 0 0 0 0 0 0 0 0 0 44 0 0 0 0 0 0 0 0 2 0 0 0 2 0 0 0 0 0 0 1 0 0 0 0 0 0 0 81 5 +M07097 0 270145 32826-78-1 Inactive 0 0 0 16 0 0 0 0 0 0 0 0 0 14 0 0 0 0 0 0 0 0 2 0 0 0 2 0 0 0 0 0 0 1 0 0 0 0 0 0 0 35 5 +M07098 0 270272 84499-38-7 Inactive 0 0 0 11 0 0 0 0 0 0 0 0 0 8 0 0 0 0 0 0 0 0 2 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 22 4 +M07099 0 270332 43230-46-2 Inactive 0 0 0 18 0 0 0 0 0 0 0 0 0 22 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 44 3 +M07100 0 270340 3512-91-2 Inactive 0 0 0 11 0 1 0 0 0 0 0 0 0 11 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 25 4 +M07101 0 270341 3512-89-8 Inactive 0 0 0 12 0 0 0 0 0 0 0 0 0 14 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 28 3 +M07102 0 270349 1792-91-2 Inactive 0 0 0 11 0 0 0 0 0 0 0 0 0 11 0 0 0 0 0 0 0 0 3 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 27 4 +M07103 0 270350 25902-57-2 Inactive 0 0 0 8 0 0 0 0 0 0 0 0 0 15 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 29 4 +M07104 0 270384 999-99-9 Inactive 0 0 0 11 0 0 0 0 0 0 0 0 0 11 0 0 0 0 0 0 0 0 3 0 0 0 2 0 0 0 0 0 0 1 0 0 0 0 0 0 0 28 5 +M07105 0 270423 34910-60-6 Inactive 0 0 0 8 0 0 0 0 0 0 0 0 0 12 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 2 0 0 0 0 0 0 0 27 4 +M07106 0 270531 11069-24-2 Inactive 0 0 0 4 0 0 0 0 0 0 0 0 0 10 0 0 0 0 0 0 0 0 4 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 19 4 +M07107 0 270713 7525-70-4 Inactive 0 0 0 11 0 0 0 0 0 0 0 0 0 9 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 23 4 +M07108 0 270737 999-99-9 Inactive 0 0 0 22 0 0 0 0 0 0 0 0 0 18 0 0 0 0 0 0 0 0 2 0 0 0 2 0 0 0 0 0 0 1 0 0 0 0 0 0 0 45 5 +M07109 0 270738 60246-87-9 Inactive 0 0 0 21 0 0 0 0 0 0 0 0 0 16 0 0 0 0 0 0 0 0 2 0 0 0 2 0 0 0 0 0 0 1 0 0 0 0 0 0 0 42 5 +M07110 0 270739 999-99-9 Inactive 0 0 0 20 0 0 0 0 0 0 0 0 0 16 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 40 4 +M07111 0 270751 999-99-9 Inactive 0 0 0 5 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 15 4 +M07112 0 270877 42021-70-5 Inactive 0 0 0 8 0 0 0 0 0 0 0 0 0 12 0 0 0 0 0 0 0 0 4 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 29 4 +M07113 0 270882 42021-67-0 Inactive 0 0 0 14 0 0 0 0 0 0 0 0 0 16 0 0 0 0 0 0 0 0 4 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 39 4 +M07114 0 270901 65273-54-3 Inactive 0 0 0 28 0 0 0 0 0 0 0 0 0 22 0 0 0 0 0 0 0 0 2 0 0 0 4 1 0 0 0 0 0 0 0 0 0 0 0 0 0 57 5 +M07115 0 270902 65273-57-6 Inactive 0 0 0 28 0 0 0 0 0 0 0 0 0 22 0 0 0 0 0 0 0 0 2 0 0 0 4 1 0 0 0 0 0 0 0 0 0 0 0 0 0 57 5 +M07116 0 270904 999-99-9 Inactive 0 0 0 30 0 0 0 0 0 0 0 0 0 40 0 0 0 0 0 0 0 0 6 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 78 4 +M07117 0 270916 17230-88-5 Inactive 0 0 0 22 0 0 0 0 0 0 0 0 0 27 0 0 0 0 0 0 0 0 1 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 52 4 +M07118 0 271270 71007-79-9 Inactive 0 0 0 13 0 0 0 0 0 0 0 0 0 13 0 0 0 0 0 0 0 0 1 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 30 4 +M07119 0 271273 999-99-9 Inactive 0 0 0 13 0 0 0 0 0 0 0 0 0 14 0 0 0 0 0 0 0 0 2 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 31 4 +M07120 0 271291 50827-57-1 Inactive 0 0 0 8 0 0 0 0 0 0 0 0 0 8 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 20 3 +M07121 0 271292 50827-56-0 Inactive 0 0 0 8 0 0 0 0 0 0 0 0 0 8 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 20 3 +M07122 0 271486 999-99-9 Inactive 0 0 0 17 0 0 0 0 0 0 0 0 0 14 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 35 3 +M07123 0 271582 999-99-9 Inactive 0 0 0 16 0 0 0 0 0 0 0 0 0 29 0 0 0 0 0 0 0 0 1 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 48 4 +M07124 0 271587 69519-81-9 Inactive 0 0 0 21 0 0 0 0 0 0 0 0 0 20 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 44 3 +M07125 0 271622 66223-40-3 Inactive 0 0 0 5 0 0 0 0 0 0 0 0 0 9 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 17 5 +M07126 0 271624 999-99-9 Inactive 0 0 0 11 0 0 0 0 0 0 0 0 0 13 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 27 5 +M07127 0 271629 999-99-9 Inactive 0 0 0 11 0 0 0 0 0 0 0 0 0 12 0 0 0 0 0 0 0 0 2 0 0 0 3 0 0 0 0 0 0 1 0 0 0 0 0 0 0 29 5 +M07128 0 271674 65296-81-3 Inactive 0 0 0 15 0 0 0 0 0 0 0 0 0 16 0 0 0 0 0 0 0 0 2 0 0 0 6 0 0 0 1 0 0 0 0 0 0 0 0 0 0 40 5 +M07129 0 271679 52423-28-6 Active 0 0 0 32 0 0 0 0 0 0 0 0 0 48 0 0 0 0 0 0 0 0 0 0 0 0 10 0 0 0 0 0 0 0 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0 0 0 0 0 36 4 +M07138 0 273808 999-99-9 Inactive 0 0 0 26 0 0 0 0 0 0 0 0 0 24 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 51 3 +M07139 0 273810 999-99-9 Inactive 0 0 0 22 0 0 0 0 0 0 0 0 0 22 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 45 3 +M07140 0 273829 75919-74-3 Inactive 0 0 0 27 0 0 0 0 0 0 0 0 0 34 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 67 3 +M07141 0 273894 999-99-9 Inactive 0 0 0 10 0 0 0 0 0 0 0 0 0 18 0 0 0 0 0 0 0 0 12 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 42 4 +M07142 0 273895 999-99-9 Inactive 0 0 0 18 0 0 0 0 0 0 0 0 0 18 0 0 0 0 0 0 0 0 4 0 0 0 2 0 0 0 0 0 0 2 0 0 0 0 0 0 0 44 5 +M07143 0 273896 999-99-9 Inactive 0 0 0 18 0 0 0 0 0 0 0 0 0 18 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 44 4 +M07144 0 273897 999-99-9 Inactive 0 0 0 16 0 0 0 0 0 0 0 0 0 20 0 0 0 0 0 0 0 0 2 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 46 5 +M07145 0 273898 999-99-9 Inactive 0 0 0 16 0 2 0 0 0 0 0 0 0 18 0 0 0 0 0 0 0 0 2 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 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5 +M07154 0 273917 999-99-9 Inactive 0 0 0 13 0 0 0 0 0 0 0 0 0 15 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 1 0 0 0 0 0 0 0 31 5 +M07155 0 273919 84779-96-4 Inactive 0 0 0 13 0 0 0 0 0 0 0 0 0 14 0 0 0 0 0 0 0 0 1 0 0 0 2 1 0 0 0 0 0 0 0 0 0 0 0 0 0 31 5 +M07156 0 273920 84779-95-3 Inactive 0 0 0 20 0 0 0 0 0 0 0 0 0 22 0 0 0 0 0 0 0 0 1 0 0 0 4 1 0 0 0 0 0 1 0 0 0 0 0 0 0 49 6 +M07157 0 274274 3885-19-6 Inactive 0 0 0 21 0 0 0 0 0 0 0 0 0 28 0 0 0 0 0 0 0 0 2 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 52 4 +M07158 0 274275 999-99-9 Active 0 0 0 19 0 1 0 0 0 0 0 0 0 25 0 0 0 0 0 0 0 0 2 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 48 5 +M07159 0 274558 999-99-9 Inactive 0 0 0 19 0 1 0 0 0 0 0 0 0 17 0 0 0 0 0 0 0 0 2 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 40 5 +M07160 0 274559 999-99-9 Inactive 0 0 0 19 0 2 0 0 0 0 0 0 0 16 0 0 0 0 0 0 0 0 2 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 40 5 +M07161 0 274560 999-99-9 Inactive 0 0 0 20 0 0 0 0 0 0 0 0 0 20 0 0 0 0 0 0 0 0 2 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 44 4 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1 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 52 4 +M08498 0 342011 1204-53-1 Inactive 0 0 0 9 0 0 0 0 0 0 0 0 0 11 0 0 0 0 0 0 0 0 1 0 0 0 2 0 0 0 0 0 0 2 0 0 0 0 0 0 0 25 5 +M08499 0 342012 5301-13-3 Active 0 0 0 13 0 0 0 0 0 0 0 0 0 11 0 0 0 0 0 0 0 0 1 0 0 0 2 0 0 0 0 0 0 2 0 0 0 0 0 0 0 29 5 +M08500 0 342013 26929-63-5 Inactive 0 0 0 9 0 0 0 0 0 0 0 0 0 10 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 2 0 0 0 0 0 0 0 23 4 +M08501 0 342014 5222-97-9 Inactive 0 0 0 12 0 0 0 0 0 0 0 0 0 22 0 0 0 0 0 0 0 0 2 0 0 0 1 0 0 0 0 0 0 4 0 0 0 0 0 0 0 41 5 +M08502 0 342015 1234-18-0 Active 0 0 0 14 0 0 0 0 0 0 0 0 0 10 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 2 0 0 0 0 0 0 0 32 4 +M08503 0 342016 5301-07-5 Inactive 0 0 0 8 0 0 0 0 0 0 0 0 0 10 0 0 0 0 0 0 0 0 2 0 0 0 2 0 0 0 0 0 0 2 0 0 0 0 0 0 0 24 5 +M08504 0 342017 2943-19-3 Inactive 0 0 0 11 0 0 0 0 0 0 0 0 0 16 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 2 0 0 0 0 0 0 0 31 4 +M08505 0 342018 999-99-9 Inactive 0 0 0 12 0 0 0 0 0 0 0 0 0 24 0 0 0 0 0 0 0 0 2 0 0 0 2 0 0 0 0 0 0 4 0 0 0 0 0 0 0 44 5 +M08506 0 342019 13686-69-6 Inactive 0 0 0 8 0 0 0 0 0 0 0 0 0 10 0 0 0 0 0 0 0 0 2 0 0 0 2 0 0 0 0 0 0 2 0 0 0 0 0 0 0 24 5 +M08507 0 342020 5301-11-1 Inactive 0 0 0 9 0 0 0 0 0 0 0 0 0 13 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 25 4 +M08508 0 342021 23516-74-7 Inactive 0 0 0 18 0 0 0 0 0 0 0 0 0 24 0 0 0 0 0 0 0 0 2 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 52 5 +M08509 0 342022 10027-64-2 Inactive 0 0 0 24 0 0 0 0 0 0 0 0 0 48 0 0 0 0 0 0 0 0 2 0 0 0 2 0 0 0 0 0 0 2 0 0 0 0 0 0 0 78 5 +M08510 0 342023 26885-62-1 Inactive 0 0 0 10 0 0 0 0 0 0 0 0 0 11 0 0 0 0 0 0 0 0 1 0 0 0 4 0 0 0 0 0 0 2 0 0 0 0 0 0 0 28 5 +M08511 0 342024 69311-58-6 Inactive 0 0 0 6 0 0 0 0 0 0 0 0 0 15 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 24 4 +M08512 0 342025 15386-61-5 Inactive 0 0 0 16 0 0 0 0 0 0 0 0 0 34 0 0 0 0 0 0 0 0 2 0 0 0 1 0 0 0 0 0 0 2 0 0 0 0 0 0 0 55 5 +M08513 0 342027 1429-01-2 Inactive 0 0 0 10 0 0 0 0 0 0 0 0 0 13 0 0 0 0 0 0 0 0 1 0 0 0 2 0 0 0 0 0 0 2 0 0 0 0 0 0 0 28 5 +M08514 0 342028 10325-48-1 Inactive 0 0 0 8 0 0 0 0 0 0 0 0 0 16 0 0 0 0 0 0 0 0 2 0 0 0 2 0 0 0 0 0 0 3 0 0 0 0 0 0 0 31 5 +M08515 0 342029 19293-56-2 Inactive 0 0 0 8 0 0 0 0 0 0 0 0 0 17 0 0 0 0 0 0 0 0 1 0 0 0 3 0 0 0 0 0 0 3 0 0 0 0 0 0 0 32 5 +M08516 0 342031 90993-34-3 Active 0 0 0 6 0 0 0 0 0 0 0 0 0 16 0 0 0 0 0 0 0 0 2 0 0 0 2 0 0 0 0 0 0 2 0 0 0 0 0 0 0 28 5 +M08517 0 342058 999-99-9 Inactive 0 0 1 20 0 0 0 0 1 0 0 0 0 11 0 0 0 0 0 0 0 0 1 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 37 6 +M08518 0 342059 999-99-9 Inactive 0 0 1 20 0 1 0 0 0 0 0 0 0 11 0 0 0 0 0 0 0 0 1 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 37 6 +M08519 0 342061 999-99-9 Inactive 0 0 0 17 0 1 0 0 0 0 0 0 0 16 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 38 5 +M08520 0 342208 999-99-9 Inactive 0 0 0 21 0 0 0 0 0 0 0 0 0 15 0 0 0 0 0 0 0 0 3 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 43 4 +M08521 0 342223 66092-47-5 Inactive 0 0 0 23 0 0 0 0 0 0 0 0 0 26 0 0 0 0 0 0 0 0 2 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 56 4 +M08522 0 342445 17287-49-9 Inactive 0 0 0 19 0 0 0 0 0 0 0 0 0 24 0 0 0 0 0 0 0 0 4 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 53 4 +M08523 0 342459 67056-19-3 Inactive 0 0 0 25 0 0 0 0 0 0 0 0 0 32 0 0 0 0 0 0 0 0 4 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 66 4 +M08524 0 342460 67405-28-1 Inactive 0 0 0 7 0 0 0 0 0 0 0 0 0 9 0 0 0 0 0 0 0 0 3 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 22 4 +M08525 0 342461 999-99-9 Inactive 0 0 0 16 0 0 0 0 0 0 0 0 0 26 0 0 0 0 0 0 0 0 2 0 0 0 2 0 0 0 0 0 0 2 0 0 0 0 0 0 0 48 5 +M08526 0 342472 73112-18-2 Inactive 0 0 0 18 0 0 0 0 0 0 0 0 0 13 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 36 4 +M08527 0 342609 81721-78-0 Inactive 0 0 0 19 0 0 0 0 0 0 0 0 0 11 0 0 0 0 0 0 0 0 1 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 33 4 +M08528 0 342610 81721-83-7 Inactive 0 0 0 21 0 0 0 0 0 0 0 0 0 12 0 0 0 0 0 0 0 0 2 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 37 4 +M08529 0 342674 999-99-9 Active 0 0 0 41 0 0 0 0 0 0 0 0 0 30 0 0 0 0 0 0 0 0 0 0 0 0 27 0 0 0 0 0 0 0 0 0 0 0 0 0 0 98 3 +M08530 0 342738 71064-67-0 Inactive 0 0 0 25 0 0 0 0 0 0 0 0 0 15 0 0 0 0 0 0 0 0 3 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 44 4 +M08531 0 342739 68465-16-7 Inactive 0 0 1 14 0 0 0 0 0 0 0 0 0 11 0 0 0 0 0 0 0 0 4 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 32 6 +M08532 0 342740 67171-71-5 Inactive 0 0 0 22 0 0 0 0 0 0 0 0 0 19 0 0 0 0 0 0 0 0 1 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 46 4 +M08533 0 342741 67171-70-4 Inactive 0 0 0 22 0 0 0 0 0 0 0 0 0 19 0 0 0 0 0 0 0 0 1 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 46 4 +M08534 0 342744 71764-42-6 Inactive 0 0 0 19 0 0 0 0 0 0 0 0 0 20 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 42 4 +M08535 0 342975 999-99-9 Inactive 0 0 0 7 0 0 0 0 0 0 0 0 0 9 0 0 0 0 0 0 0 0 1 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 21 4 +M08536 0 342979 86455-96-1 Inactive 0 0 0 18 0 0 0 0 0 0 0 0 0 20 0 0 0 0 0 0 0 0 2 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 43 4 +M08537 0 342995 70788-28-2 Inactive 0 0 0 7 0 0 0 0 1 0 0 0 0 9 0 0 0 0 0 0 0 0 3 0 0 0 2 1 0 0 0 0 0 0 0 0 0 0 0 0 0 23 6 +M08538 0 343229 21865-87-2 Inactive 0 0 0 16 0 0 0 0 0 0 0 0 0 12 0 0 0 0 0 0 0 0 2 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 32 4 +M08539 0 343253 62679-02-1 Inactive 0 0 0 7 0 0 0 0 0 0 0 0 0 8 0 0 0 0 0 0 0 0 4 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 20 4 +M08540 0 343256 77642-19-4 Inactive 0 0 0 29 0 0 0 0 0 0 0 0 0 35 0 0 0 0 0 0 0 0 1 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 70 4 +M08541 0 343262 999-99-9 Inactive 0 0 0 11 0 0 0 0 0 0 0 0 0 13 0 0 0 0 0 0 0 0 1 0 0 0 3 0 0 0 0 0 0 1 0 0 0 0 0 0 0 29 5 +M08542 0 343393 999-99-9 Inactive 0 0 0 21 0 0 0 0 0 0 0 0 0 19 0 0 0 0 0 0 0 0 1 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 43 4 +M08543 0 343493 86436-36-4 Inactive 0 0 0 24 0 0 0 0 0 0 0 0 0 29 0 0 0 0 0 0 0 0 1 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 60 4 +M08544 0 343513 38077-12-2 Inactive 0 0 0 22 0 0 0 0 2 0 0 0 0 25 0 0 0 0 0 0 0 0 1 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 52 5 +M08545 0 343524 42510-46-3 Inactive 0 0 0 10 0 0 0 0 0 0 0 0 0 8 0 0 0 0 0 0 0 0 4 0 0 0 0 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0 27 5 +M08570 0 344486 999-99-9 Inactive 0 0 0 12 0 0 0 0 0 0 0 0 0 13 0 0 0 0 0 0 0 0 3 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 29 4 +M08571 0 344505 66358-50-7 Inactive 0 0 0 20 0 0 0 0 0 0 0 0 0 17 0 0 0 0 0 0 0 0 1 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 44 4 +M08572 0 344508 55864-41-0 Inactive 0 0 0 3 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 3 0 0 0 3 0 0 0 0 0 0 1 0 0 0 0 0 0 0 15 5 +M08573 0 344521 64102-60-9 Inactive 0 0 0 5 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 5 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16 4 +M08574 0 344522 65996-58-9 Inactive 0 0 0 6 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 4 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 17 4 +M08575 0 344832 71461-29-5 Inactive 0 0 0 20 0 0 0 0 0 0 0 0 0 22 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 46 3 +M08576 0 344850 999-99-9 Inactive 0 0 0 15 0 0 0 0 0 0 0 0 0 21 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 39 5 +M08577 0 345092 71647-48-8 Inactive 0 0 0 13 0 0 0 0 0 0 0 0 0 21 0 0 0 0 0 0 0 0 3 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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4 +M08586 0 345654 72499-52-6 Inactive 0 0 0 9 0 0 0 0 0 0 0 0 0 13 0 0 0 0 0 0 0 0 3 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 27 4 +M08587 0 345668 35013-72-0 Inactive 0 0 0 14 0 0 0 0 0 0 0 0 0 19 0 0 0 0 0 0 0 0 3 0 0 0 5 0 0 0 0 0 0 1 0 0 0 0 0 0 0 42 5 +M08588 0 345677 999-99-9 Inactive 0 0 0 18 0 0 0 0 0 0 0 0 0 21 0 0 0 0 0 0 0 0 1 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 42 4 +M08589 0 345717 999-99-9 Inactive 0 0 0 21 0 0 0 0 0 0 0 0 0 31 0 0 0 0 0 0 0 0 5 0 0 0 10 0 0 0 0 0 0 2 0 0 0 0 0 0 0 69 5 +M08590 0 345718 999-99-9 Inactive 0 0 0 12 0 0 0 0 0 0 0 0 0 22 0 0 0 0 0 0 0 0 2 0 0 0 10 0 0 0 0 0 0 4 0 0 0 0 0 0 0 50 5 +M08591 0 345729 72012-63-6 Inactive 0 0 0 16 0 0 0 0 0 0 0 0 0 12 0 0 0 0 0 0 0 0 4 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 34 4 +M08592 0 345730 65138-04-7 Inactive 0 0 0 17 0 0 0 0 0 0 0 0 0 15 0 0 0 0 0 0 0 0 3 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 39 4 +M08593 0 345734 74014-09-8 Inactive 0 0 0 17 0 0 0 0 0 0 0 0 0 15 0 0 0 0 0 0 0 0 1 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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0 0 0 0 2 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 132 4 +M42633 0 706066 999-99-9 Inactive 0 0 0 22 0 2 0 0 0 0 0 0 0 17 0 0 0 0 0 0 0 0 3 0 0 0 8 0 0 0 0 0 0 0 0 0 0 0 0 0 0 52 5 +M42634 0 706089 999-99-9 Inactive 0 0 0 25 0 0 0 0 0 0 0 0 0 44 0 0 0 0 0 0 0 0 2 0 0 0 8 0 0 0 0 0 0 0 0 2 0 0 0 0 0 81 5 +M42635 0 706090 999-99-9 Inactive 0 0 0 24 0 0 0 0 0 0 0 0 0 43 0 0 0 0 0 0 0 0 3 0 0 0 8 0 0 0 0 0 0 0 0 2 0 0 0 0 0 80 5 +M42636 0 706091 999-99-9 Inactive 0 0 0 24 0 0 0 0 0 0 0 0 0 44 0 0 0 0 0 0 0 0 4 0 0 0 7 0 0 0 0 0 0 0 0 2 0 0 0 0 0 81 5 +M42637 0 706092 999-99-9 Inactive 0 0 0 17 0 0 0 0 0 0 0 0 0 31 0 0 0 0 0 0 0 0 3 0 0 0 5 0 0 0 0 0 0 0 0 1 0 0 0 0 0 57 5 +M42638 0 706093 999-99-9 Inactive 0 0 0 23 0 0 0 0 0 0 0 0 0 41 0 0 0 0 0 0 0 0 3 0 0 0 5 0 0 0 0 0 0 0 0 2 0 0 0 0 0 74 5 +M42639 0 706094 999-99-9 Inactive 0 0 0 22 0 0 0 0 0 0 0 0 0 22 0 0 0 0 0 0 0 0 2 0 0 0 4 0 0 0 0 0 0 0 1 0 0 0 0 0 0 51 5 +M42640 0 706096 999-99-9 Inactive 0 0 0 22 0 0 0 0 0 0 0 0 0 32 0 0 0 0 0 0 0 0 6 0 0 0 7 0 0 0 0 0 0 0 0 1 0 0 0 0 0 68 5 +M42641 0 706097 999-99-9 Inactive 0 0 0 30 0 0 0 0 0 0 0 0 0 49 0 0 0 0 0 0 0 0 5 0 0 0 8 0 0 0 0 0 0 0 0 2 0 0 0 0 0 94 5 +M42642 0 706098 999-99-9 Inactive 0 0 0 22 0 0 0 0 0 0 0 0 0 24 0 0 0 0 0 0 0 0 2 0 0 0 6 0 0 0 0 0 0 1 0 0 0 0 0 0 0 55 5 +M42643 0 706099 999-99-9 Inactive 0 0 0 15 0 0 0 0 0 0 0 0 0 18 0 0 0 0 0 0 0 0 2 0 0 0 4 0 0 0 0 0 0 1 0 0 0 0 0 0 0 40 5 +M42644 0 706100 999-99-9 Inactive 0 0 0 11 0 0 0 0 0 0 0 0 0 15 0 0 0 0 0 0 0 0 3 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 35 4 +M42645 0 706101 999-99-9 Inactive 0 0 0 18 0 0 0 0 0 0 0 0 0 31 0 0 0 0 0 0 0 0 3 0 0 0 6 0 0 0 0 0 0 0 0 1 0 0 0 0 0 59 5 +M42646 0 706102 999-99-9 Inactive 0 0 0 18 0 0 0 0 0 0 0 0 0 31 0 0 0 0 0 0 0 0 3 0 0 0 6 0 0 0 0 0 0 0 0 1 0 0 0 0 0 59 5 +M42647 0 706103 999-99-9 Inactive 0 0 0 23 0 0 0 0 0 0 0 0 0 21 0 0 0 0 0 0 0 0 3 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 52 4 +M42648 0 706104 999-99-9 Inactive 0 0 0 21 0 0 0 0 0 0 0 0 0 28 0 0 0 0 0 0 0 0 6 0 0 0 10 0 0 0 0 0 0 0 0 0 0 0 0 0 0 65 4 +M42649 0 706105 999-99-9 Inactive 0 0 0 22 0 0 0 0 0 0 0 0 0 37 0 0 0 0 0 0 0 0 3 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 67 4 +M42650 0 706107 999-99-9 Active 0 0 0 17 0 0 0 0 0 0 0 0 0 20 0 0 0 0 0 0 0 0 2 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 44 4 +M42651 0 706108 999-99-9 Inactive 0 0 0 25 0 0 0 0 0 0 0 0 0 46 0 0 0 0 0 0 0 0 2 0 0 0 8 0 0 0 0 0 0 0 0 2 0 0 0 0 0 83 5 +M42652 0 706109 999-99-9 Active 0 0 0 20 0 0 0 0 0 0 0 0 0 25 0 0 0 0 0 0 0 0 3 0 0 0 5 0 0 0 0 0 0 0 1 0 0 0 0 0 0 54 5 +M42653 0 706110 999-99-9 Active 0 0 0 21 0 0 0 0 0 0 0 0 0 27 0 0 0 0 0 0 0 0 3 0 0 0 5 0 0 0 0 0 0 0 1 0 0 0 0 0 0 57 5 +M42654 0 706111 999-99-9 Inactive 0 0 0 21 0 0 0 0 0 0 0 0 0 22 0 0 0 0 0 0 0 0 2 0 0 0 3 0 0 0 0 0 0 0 1 0 0 0 0 0 0 49 5 +M42655 0 706112 999-99-9 Inactive 0 0 0 22 0 0 0 0 0 0 0 0 0 32 0 0 0 0 0 0 0 0 2 0 0 0 5 0 0 0 0 0 0 0 0 1 0 0 0 0 0 62 5 +M42656 0 706114 999-99-9 Inactive 0 0 0 23 0 0 0 0 0 0 0 0 0 42 0 0 0 0 0 0 0 0 6 0 0 0 7 0 0 0 0 0 0 0 0 2 0 0 0 0 0 80 5 +M42657 0 706115 999-99-9 Inactive 0 0 0 23 0 1 0 0 0 0 0 0 0 42 0 0 0 0 0 0 0 0 3 0 0 0 7 0 0 0 0 0 0 0 0 2 0 0 0 0 0 78 6 +M42658 0 706117 999-99-9 Active 0 0 0 14 0 0 0 0 0 0 0 0 0 18 0 0 0 0 0 0 0 0 4 0 0 0 5 0 0 0 0 0 0 0 1 0 0 0 0 0 0 42 5 +M42659 0 706118 999-99-9 Active 0 0 0 14 0 0 0 0 0 0 0 0 0 21 0 0 0 0 0 0 0 0 3 0 0 0 5 0 0 0 0 0 0 0 1 0 0 0 0 0 0 44 5 +M42660 0 706202 999-99-9 Inactive 0 0 0 28 0 0 0 0 0 0 0 0 0 29 0 0 0 0 0 0 0 0 3 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 62 4 +M42661 0 706203 999-99-9 Inactive 0 0 0 23 0 0 0 0 0 0 0 0 0 25 0 0 0 0 0 0 0 0 3 0 0 0 2 0 0 0 0 0 0 1 0 0 0 0 0 0 0 54 5 +M42662 0 706204 999-99-9 Inactive 0 0 0 25 0 0 0 0 0 0 0 0 0 25 0 0 0 0 0 0 0 0 3 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 56 4 +M42663 0 706205 999-99-9 Inactive 0 0 0 23 0 0 0 0 0 0 0 0 0 25 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 52 4 +M42664 0 706206 999-99-9 Inactive 0 0 0 28 0 0 0 0 0 0 0 0 0 29 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 60 3 +M42665 0 706207 999-99-9 Inactive 0 0 0 25 0 0 0 0 0 0 0 0 0 25 0 0 0 0 0 0 0 0 3 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 54 4 +M42666 0 706208 999-99-9 Inactive 0 0 0 25 0 0 0 0 0 0 0 0 0 25 0 0 0 0 0 0 0 0 3 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 54 4 +M42667 0 706209 999-99-9 Inactive 0 0 0 16 0 0 0 0 0 0 0 0 0 15 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0 2 0 0 0 0 0 0 0 35 5 +M42668 0 706210 999-99-9 Inactive 0 0 0 16 0 0 0 0 0 0 0 0 0 17 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0 2 0 0 0 0 0 0 0 37 5 +M42669 0 706211 999-99-9 Inactive 0 0 0 22 0 0 0 0 0 0 0 0 0 21 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 48 4 +M42670 0 706212 999-99-9 Inactive 0 0 0 17 0 0 0 0 0 0 0 0 0 17 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 40 4 +M42671 0 706213 999-99-9 Inactive 0 0 0 19 0 0 0 0 0 0 0 0 0 17 0 0 0 0 0 0 0 0 3 0 0 0 1 0 0 0 0 0 0 2 0 0 0 0 0 0 0 42 5 +M42672 0 706214 999-99-9 Inactive 0 0 0 25 0 0 0 0 0 0 0 0 0 23 0 0 0 0 0 0 0 0 3 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 54 4 +M42673 0 706215 999-99-9 Inactive 0 0 0 19 0 0 0 0 0 0 0 0 0 15 0 0 0 0 0 0 0 0 3 0 0 0 1 0 0 0 0 0 0 2 0 0 0 0 0 0 0 40 5 +M42674 0 706217 999-99-9 Inactive 0 0 0 17 0 0 0 0 0 0 0 0 0 19 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 41 4 +M42675 0 706327 999-99-9 Inactive 0 0 0 49 0 2 0 0 0 0 0 0 0 72 0 0 0 0 0 0 0 0 2 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 131 5 +M42676 0 706329 999-99-9 Inactive 0 2 0 59 0 1 0 0 0 0 0 0 0 75 0 0 0 0 0 0 0 0 0 1 0 0 10 0 0 0 0 0 0 0 0 0 0 0 0 0 0 148 6 +M42677 0 706330 999-99-9 Inactive 0 0 0 49 0 2 0 0 0 0 0 0 0 72 0 0 0 0 0 0 0 0 2 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 131 5 +M42678 0 706726 999-99-9 Inactive 0 0 0 25 0 0 0 0 0 0 0 0 0 43 0 0 0 0 0 0 0 0 1 0 0 0 8 0 0 0 0 0 0 0 0 0 0 0 0 0 0 77 4 +M42679 0 706727 999-99-9 Inactive 0 0 0 30 0 0 0 0 0 0 0 0 0 44 0 0 0 0 0 0 0 0 2 0 0 0 9 0 0 0 0 0 0 2 0 0 0 0 0 0 0 87 5 +M42680 0 706736 999-99-9 Inactive 0 0 0 30 0 0 0 0 0 0 0 0 0 34 0 0 0 0 0 0 0 0 2 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 68 4 +M42681 0 706737 999-99-9 Inactive 0 0 0 35 0 0 0 0 0 0 0 0 0 36 0 0 0 0 0 0 0 0 2 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 76 4 +M42682 0 706738 999-99-9 Inactive 0 0 0 30 0 0 0 0 0 0 0 0 0 34 0 0 0 0 0 0 0 0 2 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 68 4 +M42683 0 706739 999-99-9 Inactive 0 0 0 23 0 0 0 0 0 0 0 0 0 29 0 0 0 0 0 0 0 0 3 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 57 4 +M42684 0 706740 999-99-9 Inactive 0 0 0 30 0 0 0 0 0 0 0 0 0 32 0 0 0 0 0 0 0 0 2 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 68 4 +M42685 0 706741 999-99-9 Inactive 0 0 0 29 0 0 0 0 0 0 0 0 0 32 0 0 0 0 0 0 0 0 2 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 65 4 +M42686 0 706742 999-99-9 Inactive 0 0 0 29 0 0 0 0 0 0 0 0 0 32 0 0 0 0 0 0 0 0 2 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 65 4 +M42687 0 706805 999-99-9 Inactive 0 0 0 27 0 2 0 0 0 0 0 0 0 28 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 65 5 diff --git a/test/LearningTest/TestKhiops/Standard/Poub-SideEffect/S_T_AIDSAtomCounts.kdic b/test/LearningTest/TestKhiops/Standard/Poub-SideEffect/S_T_AIDSAtomCounts.kdic new file mode 100644 index 000000000..42048b087 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/Poub-SideEffect/S_T_AIDSAtomCounts.kdic @@ -0,0 +1,56 @@ +#Khiops 8.6.3i + +// Transfered dictionary +Root Dictionary T_Molecule (MoleculeId) +{ +Unused Categorical MoleculeId ; +Unused Categorical Chiral ; +Unused Categorical NSC ; + Categorical CAS_RN ; + Categorical Class ; + { +Unused Numerical AsCount ; +Unused Numerical BCount ; +Unused Numerical BrCount ; +Unused Numerical CCount ; +Unused Numerical CaCount ; +Unused Numerical ClCount ; +Unused Numerical CoCount ; +Unused Numerical CuCount ; +Unused Numerical FCount ; +Unused Numerical FeCount ; +Unused Numerical GaCount ; +Unused Numerical GdCount ; +Unused Numerical GeCount ; +Unused Numerical HCount ; +Unused Numerical HgCount ; +Unused Numerical ICount ; +Unused Numerical IrCount ; +Unused Numerical KCount ; +Unused Numerical LiCount ; +Unused Numerical MgCount ; +Unused Numerical MnCount ; +Unused Numerical MoCount ; +Unused Numerical NCount ; +Unused Numerical NaCount ; +Unused Numerical NbCount ; +Unused Numerical NiCount ; + Numerical OCount ; +Unused Numerical PCount ; +Unused Numerical PdCount ; +Unused Numerical PrCount ; +Unused Numerical PtCount ; +Unused Numerical RhCount ; +Unused Numerical RuCount ; + Numerical SCount ; +Unused Numerical SeCount ; +Unused Numerical SiCount ; +Unused Numerical SnCount ; +Unused Numerical TeCount ; +Unused Numerical TiCount ; +Unused Numerical UCount ; +Unused Numerical ZnCount ; + } PartCounts ; +Unused Numerical AtomCount ; +Unused Numerical AtomCountDistinct ; +}; diff --git a/test/LearningTest/TestKhiops/Standard/Poub-SideEffect/S_T_AIDSMolecules.txt b/test/LearningTest/TestKhiops/Standard/Poub-SideEffect/S_T_AIDSMolecules.txt new file mode 100644 index 000000000..13bac05f0 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/Poub-SideEffect/S_T_AIDSMolecules.txt @@ -0,0 +1,42688 @@ +MoleculeId Chiral NSC CAS_RN Class PartCounts AtomCount AtomCountDistinct +M00001 0 48 15716-70-8 Inactive 4:14 8:1 14:24 27:4 43 4 +M00002 0 78 6290-84-2 Inactive 4:34 8:1 14:28 27:4 67 4 +M00003 0 128 5395-10-8 Inactive 4:18 14:13 23:1 27:1 34:1 34 5 +M00004 0 163 81-11-8 Inactive 4:14 14:14 23:2 27:6 34:2 38 5 +M00005 0 164 5325-43-9 Inactive 4:2 14:6 27:6 34:2 16 4 +M00006 0 170 999-99-9 Inactive 4:10 6:1 14:15 23:1 27:3 28:1 31 6 +M00007 0 180 69-72-7 Inactive 4:7 14:6 27:3 16 3 +M00008 0 186 518-75-2 Inactive 4:13 14:14 27:5 32 3 +M00009 0 192 2217-55-2 Inactive 4:12 14:6 23:4 27:8 34:2 32 5 +M00010 0 203 1155-00-6 Inactive 4:12 14:8 23:2 27:4 34:2 28 5 +M00011 0 210 5325-75-7 Inactive 4:9 14:16 27:4 29 3 +M00012 0 211 5325-76-8 Active 4:16 14:14 27:4 34:2 36 4 +M00013 0 213 119-80-2 Inactive 4:14 14:10 27:4 34:2 30 4 +M00014 0 220 5325-83-7 Inactive 4:36 14:56 23:2 27:2 34:2 98 5 +M00015 0 229 5325-88-2 Inactive 4:10 14:8 34:2 20 3 +M00016 0 256 5326-06-7 Inactive 4:8 14:12 23:1 27:2 28:1 24 5 +M00017 0 258 5395-21-1 Active 4:6 14:11 23:4 28:1 34:1 23 5 +M00018 0 262 5326-10-3 Inactive 4:18 14:18 23:3 27:1 28:1 41 5 +M00019 0 377 5394-71-8 Inactive 4:25 14:20 27:4 49 3 +M00020 0 416 5337-16-6 Inactive 4:24 14:36 23:4 27:7 28:2 73 5 +M00021 0 439 92-85-3 Inactive 4:12 14:8 34:2 22 3 +M00022 0 453 5343-41-9 Inactive 4:5 14:12 27:3 34:1 21 4 +M00023 0 473 97-39-2 Inactive 4:15 14:17 23:3 35 3 +M00024 0 497 5395-86-8 Inactive 4:9 14:24 23:3 28:1 34:1 38 5 +M00025 0 500 5343-80-6 Inactive 4:36 14:78 23:3 28:1 34:1 119 5 +M00026 0 521 5343-99-7 Inactive 4:12 14:6 27:3 21 3 +M00027 0 546 5332-68-3 Inactive 4:18 14:36 23:3 28:1 34:1 59 5 +M00028 0 626 5394-23-0 Inactive 4:12 6:2 14:6 23:2 22 4 +M00029 0 671 94-36-0 Inactive 4:14 14:10 27:4 28 3 +M00030 0 679 273-13-2 Inactive 4:6 14:4 23:2 34:1 13 4 +M00031 0 680 96-53-7 Inactive 4:3 14:5 23:1 34:2 11 4 +M00032 0 737 137-30-4 Inactive 4:6 14:12 23:2 34:4 41:1 25 5 +M00033 0 740 59-05-2 Inactive 4:20 14:22 23:8 27:5 55 4 +M00034 0 742 115-02-6 Inactive 4:5 14:7 23:3 27:4 19 4 +M00035 0 749 134-58-7 Inactive 4:4 14:4 23:6 27:1 15 4 +M00036 0 750 55-98-1 Inactive 4:6 14:14 27:6 34:2 28 4 +M00037 0 752 154-42-7 Inactive 4:5 14:5 23:5 34:1 16 4 +M00038 0 755 50-44-2 Inactive 4:5 14:4 23:4 34:1 14 4 +M00039 0 757 64-86-8 Inactive 4:22 14:25 23:1 27:6 54 4 +M00040 0 762 55-86-7 Inactive 4:5 6:2 14:11 23:1 19 4 +M00041 0 763 67-68-5 Inactive 4:2 14:6 27:1 34:1 10 4 +M00042 0 779 688-74-4 Inactive 2:1 4:12 14:27 27:3 43 4 +M00043 0 780 621-78-3 Inactive 2:1 4:15 14:33 27:3 52 4 +M00044 0 788 100-89-0 Inactive 2:2 4:18 14:36 27:6 62 4 +M00045 0 838 274-87-3 Inactive 4:5 14:4 23:4 13 3 +M00046 0 839 274-59-9 Inactive 4:6 14:5 23:3 14 3 +M00047 0 982 5335-80-8 Inactive 4:12 6:4 14:6 34:2 24 4 +M00048 0 989 5397-29-5 Inactive 4:16 14:20 23:2 34:2 40 4 +M00049 0 992 5335-84-2 Inactive 3:2 4:12 14:8 34:2 24 4 +M00050 0 994 103-19-5 Inactive 4:14 14:14 34:2 30 3 +M00051 0 995 5335-87-5 Inactive 4:14 14:14 27:2 34:2 32 4 +M00052 0 1026 52-52-8 Inactive 4:6 14:11 23:1 27:2 20 4 +M00053 0 1027 1578-05-8 Inactive 3:3 4:5 14:7 27:1 16 4 +M00054 0 1088 5344-19-4 Inactive 4:6 14:12 27:1 34:3 22 4 +M00055 0 1104 5344-33-2 Inactive 4:10 14:22 27:3 35 3 +M00056 0 1112 1759-53-1 Inactive 4:4 14:6 27:2 12 3 +M00057 0 1115 36413-60-2 Inactive 4:7 14:12 27:6 25 3 +M00058 0 1116 2789-92-6 Inactive 4:7 6:2 14:5 23:1 27:2 17 5 +M00059 0 1118 2720-73-2 Inactive 4:6 14:12 27:1 34:2 21 4 +M00060 0 1122 5344-48-9 Inactive 4:7 14:5 23:1 27:7 34:1 21 5 +M00061 0 1124 618-73-5 Inactive 4:7 14:7 23:1 27:4 19 4 +M00062 0 1126 5344-51-4 Inactive 4:6 14:12 34:2 20 3 +M00063 0 1128 88-50-6 Inactive 4:6 6:2 14:5 23:1 27:3 34:1 18 6 +M00064 0 1135 63808-77-5 Inactive 3:1 4:10 14:15 27:4 34:1 31 5 +M00065 0 1163 595-84-6 Inactive 4:6 14:10 27:4 20 3 +M00066 0 1168 601-79-6 Inactive 4:6 14:10 27:4 20 3 +M00067 0 1175 5396-14-5 Inactive 4:10 14:14 27:4 28 3 +M00068 0 1183 5349-15-5 Inactive 4:10 14:13 23:1 27:4 34:1 29 5 +M00069 0 1185 5349-16-6 Inactive 4:7 14:18 23:2 27:1 28 4 +M00070 0 1231 5396-28-1 Inactive 4:14 14:10 27:2 26 3 +M00071 0 1249 106-08-1 Inactive 4:30 14:60 27:11 101 3 +M00072 0 1296 13408-73-6 Inactive 4:6 7:1 14:18 23:6 31 4 +M00073 0 1339 105-65-7 Inactive 4:8 14:14 27:2 34:4 28 4 +M00074 0 1347 5348-85-6 Inactive 4:27 14:27 23:3 27:8 65 4 +M00075 0 1356 999-99-9 Inactive 4:7 14:12 27:5 24 3 +M00076 0 1362 5348-95-8 Inactive 4:17 14:22 27:11 50 3 +M00077 0 1364 5348-97-0 Inactive 4:10 14:21 23:3 27:1 35 4 +M00078 0 1386 5334-18-9 Inactive 4:24 14:26 27:8 58 3 +M00079 0 1390 315-30-0 Inactive 4:5 14:4 23:4 27:1 14 4 +M00080 0 1468 56530-90-6 Inactive 4:4 8:1 14:2 27:10 17 4 +M00081 0 1541 118-02-5 Active 4:6 14:4 23:2 27:4 16 4 +M00082 0 1543 122-37-2 Inactive 4:12 14:11 23:1 27:1 25 4 +M00083 0 1570 136-77-6 Inactive 4:12 14:18 27:2 32 3 +M00084 0 1736 999-99-9 Inactive 4:14 14:29 23:4 47 3 +M00085 0 1756 999-99-9 Inactive 4:9 14:20 27:7 36 3 +M00086 0 1757 999-99-9 Inactive 4:9 14:16 27:7 32 3 +M00087 0 1771 137-26-8 Inactive 4:6 14:12 23:2 34:4 24 4 +M00088 0 1793 128-42-7 Inactive 4:14 14:10 23:2 27:10 34:2 38 5 +M00089 0 1816 15242-59-8 Inactive 4:30 14:36 21:1 23:6 34:2 75 5 +M00090 0 1895 1455-77-2 Inactive 4:2 14:5 23:5 12 3 +M00091 0 1898 1561-99-5 Inactive 4:2 14:6 27:4 34:1 13 4 +M00092 0 1899 141-84-4 Inactive 4:3 14:3 23:1 27:1 34:2 10 5 +M00093 0 1906 98-77-1 Inactive 4:11 14:22 23:2 34:2 37 4 +M00094 0 1937 291-21-4 Inactive 4:3 14:6 34:3 12 3 +M00095 0 1986 510-20-3 Inactive 4:7 14:12 27:4 23 3 +M00096 0 2018 2510-95-4 Inactive 4:15 14:11 23:1 27 3 +M00097 0 2031 461-58-5 Inactive 4:2 14:4 23:4 10 3 +M00098 0 2035 5341-00-4 Inactive 4:23 14:28 27:3 54 3 +M00099 0 2101 121-19-7 Inactive 1:1 4:6 14:6 23:1 27:6 20 5 +M00100 0 2184 147-93-3 Inactive 4:7 14:6 27:2 34:1 16 4 +M00101 0 2203 632-56-4 Inactive 4:14 14:22 27:8 44 3 +M00102 0 2253 1561-92-8 Inactive 4:4 14:8 27:3 34:1 16 4 +M00103 0 2339 999-99-9 Inactive 4:16 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0 114083 17551-28-9 Inactive 4:10 6:2 14:4 23:4 27:5 25 5 +M04268 0 114114 21395-44-8 Inactive 4:28 6:3 14:20 23:5 27:2 58 5 +M04269 0 114115 21271-81-8 Inactive 4:14 6:1 14:12 23:5 32 4 +M04270 0 114126 24909-18-0 Inactive 4:22 14:20 27:4 46 3 +M04271 0 114133 369-77-7 Inactive 4:14 6:2 9:3 14:9 23:2 27:1 31 6 +M04272 0 114348 999-99-9 Inactive 4:21 14:24 23:2 27:2 49 4 +M04273 0 114382 999-99-9 Inactive 4:21 14:18 23:6 27:1 46 4 +M04274 0 114402 999-99-9 Inactive 4:15 14:15 23:7 27:4 34:2 43 5 +M04275 0 114403 999-99-9 Inactive 4:18 14:20 23:6 27:5 34:1 50 5 +M04276 0 114404 999-99-9 Inactive 4:15 14:16 23:8 27:4 34:2 45 5 +M04277 0 114405 29822-12-6 Inactive 4:18 14:20 23:8 27:4 34:1 51 5 +M04278 0 114406 29822-10-4 Inactive 4:16 14:16 23:8 27:4 34:1 45 5 +M04279 0 114407 29822-09-1 Inactive 4:17 14:17 23:7 27:4 34:1 46 5 +M04280 0 114408 29822-11-5 Inactive 4:17 14:18 23:8 27:4 34:1 48 5 +M04281 0 114414 32039-48-8 Inactive 4:16 14:15 23:5 27:3 34:1 40 5 +M04282 0 114415 999-99-9 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14:28 27:4 50 3 +M04298 0 114781 27973-72-4 Inactive 4:25 14:45 23:1 27:9 80 4 +M04299 0 114835 908-54-3 Inactive 4:18 14:22 23:8 27:3 51 4 +M04300 0 114858 28164-41-2 Inactive 3:1 4:17 14:14 23:1 33 4 +M04301 0 114859 26389-98-0 Inactive 3:2 4:17 14:13 23:1 33 4 +M04302 0 114930 999-99-9 Inactive 4:16 6:1 14:10 23:1 27:3 31 5 +M04303 0 114934 19711-99-0 Inactive 4:28 14:21 23:1 27:3 34:1 54 5 +M04304 0 115006 999-99-9 Inactive 3:2 4:6 14:10 23:2 20 4 +M04305 0 115027 999-99-9 Inactive 4:9 14:15 23:1 27:2 27 4 +M04306 0 115130 999-99-9 Inactive 4:13 6:1 14:11 23:2 27:4 31 5 +M04307 0 115158 999-99-9 Inactive 4:18 14:23 23:1 27:6 48 4 +M04308 0 115163 999-99-9 Inactive 4:14 14:14 23:2 27:6 34:1 37 5 +M04309 0 115164 999-99-9 Inactive 4:16 14:17 23:1 27:6 34:2 42 5 +M04310 0 115165 999-99-9 Inactive 4:12 14:16 23:4 27:3 35 4 +M04311 0 115410 20514-40-3 Inactive 4:8 14:10 27:4 22 3 +M04312 0 115491 42830-48-8 Inactive 4:20 14:22 27:10 52 3 +M04313 0 115497 114-42-1 Inactive 4:24 14:30 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14:2 27:4 8 3 +M04331 0 116044 999-99-9 Inactive 4:16 14:20 23:2 27:2 40 4 +M04332 0 116059 999-99-9 Inactive 4:7 14:7 23:3 27:2 19 4 +M04333 0 116251 25684-15-5 Inactive 4:18 14:21 23:1 40 3 +M04334 0 116280 999-99-9 Inactive 4:12 14:15 23:5 27:6 38 4 +M04335 0 116281 999-99-9 Inactive 4:13 14:17 23:5 27:5 40 4 +M04336 0 116306 999-99-9 Inactive 4:4 14:12 23:2 34:4 22 4 +M04337 0 116341 234-80-0 Inactive 4:9 14:6 23:4 19 3 +M04338 0 116363 999-99-9 Inactive 4:7 14:5 23:1 27:3 16 4 +M04339 0 116383 28434-95-9 Inactive 4:12 14:6 23:2 27:5 25 4 +M04340 0 116385 999-99-9 Inactive 4:19 14:12 23:2 27:7 34:1 41 5 +M04341 0 116512 23935-84-4 Inactive 4:12 14:11 23:3 27:1 27 4 +M04342 0 116523 13925-32-1 Inactive 4:7 14:9 23:3 34:1 20 4 +M04343 0 116530 999-99-9 Inactive 4:14 14:16 23:6 27:2 38 4 +M04344 0 116539 1194-69-0 Inactive 4:7 14:10 27:2 34:1 20 4 +M04345 0 116540 56595-84-7 Inactive 4:11 14:19 23:1 27:2 34:1 34 5 +M04346 0 116544 32476-23-6 Inactive 4:7 14:8 27:3 34:1 19 4 +M04347 0 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27:3 67 3 +M06097 0 179312 999-99-9 Inactive 4:12 14:18 27:2 32 3 +M06098 0 179320 13165-80-5 Inactive 4:7 14:6 27:4 34:1 18 4 +M06099 0 179333 33607-15-7 Inactive 4:16 14:15 23:1 32 3 +M06100 0 179342 4762-30-5 Inactive 4:22 14:24 28:1 47 3 +M06101 0 179468 3076-26-4 Inactive 4:19 14:38 27:5 34:1 63 4 +M06102 0 179498 999-99-9 Inactive 4:49 14:62 23:8 27:16 135 4 +M06103 0 179500 999-99-9 Inactive 4:48 14:58 23:6 27:17 129 4 +M06104 0 179790 1121-30-8 Inactive 4:5 14:5 23:1 27:1 34:1 13 5 +M06105 0 179812 60420-80-6 Inactive 4:12 6:2 14:6 34:2 22 4 +M06106 0 179832 41059-89-6 Inactive 4:53 14:77 23:3 27:12 145 4 +M06107 0 179833 53219-27-5 Inactive 4:52 14:67 23:3 27:12 134 4 +M06108 0 179944 52494-54-9 Inactive 4:8 6:1 14:4 23:5 18 4 +M06109 0 180048 999-99-9 Inactive 4:22 6:2 14:30 23:2 34:3 59 5 +M06110 0 180246 14348-16-4 Inactive 4:16 14:14 27:5 35 3 +M06111 0 180252 999-99-9 Inactive 4:20 6:1 14:24 23:2 47 4 +M06112 0 180254 999-99-9 Inactive 4:18 6:1 14:20 23:2 41 4 +M06113 0 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14:68 23:4 27:12 136 4 +M06129 0 181928 999-99-9 Inactive 4:20 14:28 23:6 27:3 57 4 +M06130 0 182856 999-99-9 Inactive 4:19 14:39 23:5 27:11 34:1 75 5 +M06131 0 182986 57998-68-2 Inactive 4:16 14:20 23:4 27:6 46 4 +M06132 0 183359 999-99-9 Inactive 4:17 14:29 23:1 27:2 34:2 37:1 52 6 +M06133 0 183511 4137-59-1 Inactive 4:11 14:8 23:6 25 3 +M06134 0 183514 4046-70-2 Active 4:10 14:8 23:4 34:1 23 4 +M06135 0 183515 3993-28-0 Inactive 4:16 14:19 23:5 27:1 34:1 42 5 +M06136 0 183516 4046-86-0 Inactive 4:13 14:15 23:5 27:1 34 4 +M06137 0 183517 34698-79-8 Inactive 4:14 14:17 23:5 27:1 37 4 +M06138 0 183519 36047-96-8 Inactive 4:14 14:17 23:5 27:1 37 4 +M06139 0 183520 23563-07-7 Inactive 4:14 14:17 23:5 27:1 37 4 +M06140 0 183714 41115-34-8 Inactive 4:20 6:2 14:42 23:2 34:4 37:2 72 6 +M06141 0 184405 61948-30-9 Inactive 4:23 6:1 14:21 23:2 27:3 50 5 +M06142 0 184406 61948-31-0 Inactive 4:16 14:16 23:2 27:3 37 4 +M06143 0 184735 999-99-9 Inactive 4:51 6:1 14:65 23:4 27:12 133 5 +M06144 0 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14:26 23:2 27:1 34:2 52 5 +M06161 0 186192 42021-73-8 Inactive 4:10 14:14 23:4 27:6 34 4 +M06162 0 186216 39222-68-9 Inactive 4:21 6:1 14:21 23:2 27:1 46 5 +M06163 0 186217 37587-36-3 Inactive 4:21 14:22 23:2 27:1 46 4 +M06164 0 186218 999-99-9 Inactive 4:18 14:17 23:3 27:1 39 4 +M06165 0 186219 999-99-9 Inactive 4:21 6:1 14:22 23:3 27:2 49 5 +M06166 0 186220 999-99-9 Inactive 4:21 14:23 23:3 27:3 50 4 +M06167 0 186221 999-99-9 Inactive 4:21 14:23 23:3 27:3 50 4 +M06168 0 186222 999-99-9 Inactive 4:22 14:26 23:2 27:2 52 4 +M06169 0 186223 82408-04-6 Inactive 4:21 14:21 23:3 27:3 48 4 +M06170 0 186225 999-99-9 Inactive 4:21 6:1 14:20 23:3 27:3 48 5 +M06171 0 186226 999-99-9 Inactive 4:22 6:1 14:23 23:2 27:2 50 5 +M06172 0 186228 33213-02-4 Inactive 4:13 14:17 23:1 27:1 32 4 +M06173 0 186230 32268-06-7 Inactive 4:18 14:19 23:1 27:1 39 4 +M06174 0 186233 32304-33-9 Inactive 4:10 14:13 23:1 24 3 +M06175 0 186235 33213-03-5 Inactive 4:14 14:19 23:1 27:1 35 4 +M06176 0 186265 999-99-9 Inactive 4:12 6:2 14:5 23:3 27:8 34:1 31 6 +M06177 0 186301 2730-71-4 Inactive 4:22 14:25 23:1 27:5 34:1 54 5 +M06178 0 186884 999-99-9 Inactive 4:23 14:25 23:1 27:1 50 4 +M06179 0 187182 999-99-9 Active 4:17 14:18 23:2 27:1 34:1 39 5 +M06180 0 187208 54-05-7 Inactive 4:18 6:1 14:26 23:3 48 4 +M06181 0 187494 999-99-9 Inactive 4:9 14:16 23:2 27:3 34:2 32 5 +M06182 0 187498 40283-99-6 Inactive 4:10 6:1 14:13 23:2 27:3 34:3 32 6 +M06183 0 187508 999-99-9 Inactive 4:12 14:24 23:2 27:3 34:2 43 5 +M06184 0 187509 4153-67-7 Inactive 4:11 14:16 23:2 27:3 34:2 34 5 +M06185 0 187511 3848-15-5 Inactive 4:5 14:12 23:2 27:3 34:2 24 5 +M06186 0 187512 90379-16-1 Inactive 4:9 14:12 23:2 27:3 34:2 28 5 +M06187 0 187513 40283-90-7 Inactive 4:12 14:18 23:2 27:4 34:2 38 5 +M06188 0 187514 40283-72-5 Inactive 4:13 14:22 23:2 27:3 34:2 42 5 +M06189 0 187517 999-99-9 Inactive 4:12 14:16 23:4 27:3 34:2 37 5 +M06190 0 187519 3986-22-9 Inactive 4:5 14:12 23:2 27:3 34:2 24 5 +M06191 0 187521 13338-45-9 Inactive 4:4 14:8 23:2 27:3 34:2 19 5 +M06192 0 187524 13338-57-3 Inactive 4:9 14:13 23:3 27:3 34:2 30 5 +M06193 0 187525 10319-72-9 Active 4:4 14:10 23:2 27:3 34:2 21 5 +M06194 0 187526 63869-36-3 Inactive 4:11 14:16 23:2 27:3 34:2 34 5 +M06195 0 187527 999-99-9 Inactive 4:7 14:12 23:4 27:3 34:3 29 5 +M06196 0 187528 13338-59-5 Inactive 4:10 14:14 23:2 27:4 34:2 32 5 +M06197 0 187529 40283-68-9 Inactive 4:12 14:22 23:2 27:3 34:2 41 5 +M06198 0 187530 999-99-9 Inactive 4:12 14:16 23:4 27:3 34:2 37 5 +M06199 0 187532 999-99-9 Inactive 4:11 14:18 23:2 27:3 34:3 37 5 +M06200 0 187533 40283-52-1 Inactive 4:5 14:10 23:2 27:3 34:2 22 5 +M06201 0 187534 3848-19-9 Inactive 4:12 14:18 23:2 27:3 34:2 37 5 +M06202 0 187536 94217-06-8 Inactive 4:10 14:14 23:2 27:3 34:2 31 5 +M06203 0 187537 90379-22-9 Inactive 4:10 14:14 23:2 27:3 34:2 31 5 +M06204 0 187538 90379-11-6 Inactive 4:4 14:10 23:2 27:3 34:2 21 5 +M06205 0 187540 999-99-9 Active 4:17 14:20 23:2 27:3 34:2 44 5 +M06206 0 187541 40283-92-9 Inactive 4:12 14:18 23:2 27:4 34:2 38 5 +M06207 0 187573 999-99-9 Inactive 4:12 14:20 23:2 34:1 35 4 +M06208 0 187686 999-99-9 Inactive 4:22 14:26 27:9 57 3 +M06209 0 187789 27220-47-9 Inactive 4:18 6:3 14:15 23:2 27:1 39 5 +M06210 0 188192 999-99-9 Inactive 4:28 14:36 23:2 27:4 34:2 37:1 73 6 +M06211 0 188491 999-99-9 Inactive 4:12 14:17 23:7 27:5 41 4 +M06212 0 189793 23344-16-3 Inactive 4:42 14:53 23:1 27:16 112 4 +M06213 0 189795 23344-17-4 Inactive 4:40 14:51 23:1 27:14 106 4 +M06214 0 189796 32164-26-4 Inactive 4:40 14:51 23:1 27:13 105 4 +M06215 0 190642 398-63-0 Inactive 4:8 9:1 14:6 23:1 27:2 18 5 +M06216 0 190711 35850-94-3 Inactive 4:3 14:8 27:7 34:2 20 4 +M06217 0 191042 999-99-9 Inactive 4:3 14:6 23:2 27:4 15 4 +M06218 0 191842 999-99-9 Inactive 4:12 14:24 23:2 27:2 34:2 42 5 +M06219 0 191877 999-99-9 Inactive 4:16 14:12 23:2 27:5 35 4 +M06220 0 191899 999-99-9 Inactive 4:16 14:16 23:2 27:6 40 4 +M06221 0 191924 999-99-9 Inactive 4:27 14:54 23:1 34:2 84 4 +M06222 0 191956 74038-05-4 Inactive 4:10 14:16 23:2 34:4 32 4 +M06223 0 191990 999-99-9 Inactive 4:7 14:11 27:3 28:1 22 4 +M06224 0 191991 999-99-9 Inactive 4:20 14:19 23:2 27:3 28:1 45 5 +M06225 0 191993 56918-22-0 Inactive 4:7 14:11 27:4 28:1 23 4 +M06226 0 192620 999-99-9 Inactive 4:16 14:23 23:4 27:7 50 4 +M06227 0 192626 999-99-9 Inactive 4:4 6:2 14:9 23:2 29:1 18 5 +M06228 0 192734 469-13-6 Inactive 4:27 14:42 27:5 74 3 +M06229 0 192737 999-99-9 Inactive 4:23 14:32 27:5 60 3 +M06230 0 192965 41992-22-7 Inactive 4:17 13:1 14:36 23:2 56 4 +M06231 0 192980 999-99-9 Inactive 4:13 14:16 23:2 28:1 32 4 +M06232 0 192981 999-99-9 Inactive 4:21 14:22 23:2 28:1 34:1 47 5 +M06233 0 192996 50450-96-9 Inactive 4:10 14:10 23:4 27:6 30 4 +M06234 0 192999 999-99-9 Inactive 3:1 4:10 14:10 23:3 27:4 28 5 +M06235 0 193002 50450-99-2 Inactive 4:11 14:10 23:4 27:7 32 4 +M06236 0 193012 999-99-9 Inactive 4:11 14:12 23:6 27:4 33 4 +M06237 0 193043 14783-83-6 Inactive 4:10 6:1 14:9 23:4 24 4 +M06238 0 193048 58695-91-3 Inactive 4:8 14:8 23:4 27:2 22 4 +M06239 0 193341 20461-89-6 Inactive 4:5 14:8 27:2 34:2 17 4 +M06240 0 193344 32557-27-0 Inactive 4:11 14:20 27:2 34:2 35 4 +M06241 0 193345 4882-96-6 Inactive 4:14 14:18 27:2 34:2 36 4 +M06242 0 193430 90379-37-6 Inactive 4:12 14:22 23:2 27:3 34:2 41 5 +M06243 0 193437 999-99-9 Inactive 4:25 14:20 23:4 27:5 34:2 56 5 +M06244 0 193446 999-99-9 Inactive 4:19 14:15 23:3 27:5 34:2 44 5 +M06245 0 193454 999-99-9 Inactive 4:16 14:30 23:4 34:2 52 4 +M06246 0 193467 40284-11-5 Inactive 4:15 14:26 23:2 34:1 44 4 +M06247 0 193468 999-99-9 Inactive 4:22 14:46 23:4 34:2 74 4 +M06248 0 193471 30771-94-9 Inactive 4:11 14:18 23:2 34:1 32 4 +M06249 0 193473 30771-87-0 Inactive 4:12 14:21 23:1 34:1 35 4 +M06250 0 193474 999-99-9 Inactive 4:13 14:22 23:2 34:1 38 4 +M06251 0 193476 69094-47-9 Inactive 4:13 14:22 23:2 34:1 38 4 +M06252 0 193488 999-99-9 Inactive 4:34 14:60 23:4 27:4 34:5 107 5 +M06253 0 193489 999-99-9 Inactive 4:38 14:68 23:4 27:4 34:5 119 5 +M06254 0 193493 999-99-9 Inactive 4:10 14:26 23:1 27:3 28:1 34:1 42 6 +M06255 0 193496 30771-86-9 Inactive 4:15 14:26 23:2 27:4 34:2 49 5 +M06256 0 193497 999-99-9 Inactive 4:14 14:25 23:1 34:1 41 4 +M06257 0 193499 69804-02-0 Inactive 4:13 14:23 23:2 27:3 28:1 34:1 43 6 +M06258 0 193501 21623-91-6 Inactive 4:13 14:23 23:1 27:1 38 4 +M06259 0 193502 999-99-9 Inactive 4:4 14:10 23:2 27:3 34:2 21 5 +M06260 0 193505 13338-52-8 Inactive 4:7 14:10 23:2 27:3 34:3 25 5 +M06261 0 193513 88526-36-7 Inactive 4:4 14:10 23:4 34:1 19 4 +M06262 0 193514 3739-81-9 Inactive 4:5 14:6 23:2 27:1 14 4 +M06263 0 193516 999-99-9 Inactive 4:9 14:12 23:2 27:3 34:1 27 5 +M06264 0 193517 999-99-9 Inactive 4:6 14:8 23:2 27:1 17 4 +M06265 0 193520 999-99-9 Inactive 4:4 14:6 23:2 34:2 14 4 +M06266 0 193521 999-99-9 Inactive 4:5 14:8 23:2 34:2 17 4 +M06267 0 193528 1086-05-1 Inactive 4:11 14:16 23:2 27:4 34:1 34 5 +M06268 0 193536 53207-43-5 Inactive 4:12 14:13 23:1 27:3 29 4 +M06269 0 193537 53207-42-4 Inactive 4:11 6:1 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4:7 14:12 23:3 34:2 24 4 +M06444 0 208394 999-99-9 Inactive 4:53 14:70 23:4 27:12 139 4 +M06445 0 208395 999-99-9 Inactive 4:64 14:69 23:3 27:19 155 4 +M06446 0 208396 999-99-9 Inactive 4:52 14:68 23:4 27:13 137 4 +M06447 0 208397 999-99-9 Inactive 4:65 14:71 23:3 27:19 158 4 +M06448 0 208744 1124-66-9 Active 4:4 14:7 23:3 27:1 34:2 17 5 +M06449 0 208746 1919-69-3 Inactive 4:4 14:7 23:3 34:3 17 4 +M06450 0 208758 10475-15-7 Inactive 4:24 14:18 27:4 46 3 +M06451 0 208759 999-99-9 Inactive 4:27 14:22 27:8 57 3 +M06452 0 208760 999-99-9 Inactive 4:27 14:22 27:8 57 3 +M06453 0 208764 999-99-9 Inactive 4:24 14:19 23:1 27:4 48 4 +M06454 0 208767 999-99-9 Inactive 4:28 14:26 27:8 62 3 +M06455 0 208852 42573-97-7 Inactive 4:11 14:10 27:3 34:2 26 4 +M06456 0 208853 7037-35-6 Inactive 4:16 14:14 27:2 34:1 33 4 +M06457 0 208890 42573-96-6 Inactive 4:10 9:3 14:5 27:1 34:2 21 5 +M06458 0 208891 49675-85-6 Inactive 4:9 14:5 23:1 27:3 34:2 20 5 +M06459 0 208912 33205-91-3 Inactive 4:17 14:28 23:2 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999-99-9 Inactive 4:19 14:20 23:2 27:3 44 4 +M06476 0 209035 999-99-9 Inactive 4:20 14:24 23:2 27:5 51 4 +M06477 0 209036 999-99-9 Inactive 4:28 14:26 23:3 27:3 28:1 61 5 +M06478 0 209039 999-99-9 Inactive 4:40 14:34 28:2 76 3 +M06479 0 209048 18440-63-6 Inactive 4:11 14:12 23:2 27:1 26 4 +M06480 0 209060 36848-01-8 Inactive 4:19 14:26 23:2 27:5 52 4 +M06481 0 209078 999-99-9 Inactive 4:19 14:13 23:1 27:3 36 4 +M06482 0 209079 999-99-9 Inactive 4:27 14:22 23:2 27:2 34:1 54 5 +M06483 0 209082 999-99-9 Inactive 4:29 14:26 23:2 34:2 59 4 +M06484 0 209083 999-99-9 Inactive 3:2 4:15 6:2 14:9 23:1 27:3 32 6 +M06485 0 209084 2382-96-9 Inactive 4:7 14:5 23:1 27:1 34:1 15 5 +M06486 0 209407 10605-02-4 Inactive 4:21 14:22 23:1 27:4 48 4 +M06487 0 209759 39032-60-5 Inactive 4:40 14:46 23:2 27:8 96 4 +M06488 0 209835 22144-77-0 Inactive 4:30 14:37 23:1 27:6 74 4 +M06489 0 209843 999-99-9 Inactive 4:19 6:1 14:26 23:7 27:3 56 5 +M06490 0 209854 58254-72-1 Inactive 4:19 14:13 23:3 27:1 36 4 +M06491 0 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5 +M07427 0 290786 999-99-9 Inactive 4:14 14:23 23:1 27:4 34:1 43 5 +M07428 0 290939 57435-84-4 Inactive 4:14 14:13 23:3 27:1 31 4 +M07429 0 290940 57435-86-6 Inactive 4:15 14:15 23:3 27:1 34 4 +M07430 0 290941 57435-88-8 Inactive 4:17 14:19 23:3 27:1 40 4 +M07431 0 290942 57435-90-2 Inactive 4:14 9:1 14:12 23:3 27:1 31 5 +M07432 0 290953 61895-57-6 Inactive 4:30 14:29 23:3 27:5 67 4 +M07433 0 290954 61895-52-1 Inactive 4:29 14:29 23:3 27:7 68 4 +M07434 0 291103 999-99-9 Inactive 4:21 14:20 23:4 27:5 34:1 51 5 +M07435 0 291109 61821-93-0 Inactive 4:10 14:10 23:4 27:4 34:2 30 5 +M07436 0 291111 61083-75-8 Inactive 4:24 14:25 23:1 27:4 28:1 55 5 +M07437 0 291113 61083-76-9 Inactive 4:27 14:31 23:1 27:4 28:1 64 5 +M07438 0 291305 1197-18-8 Inactive 4:8 14:15 23:1 27:2 26 4 +M07439 0 291312 999-99-9 Inactive 4:27 14:34 27:10 71 3 +M07440 0 291534 60940-25-2 Inactive 4:8 6:1 14:7 23:1 35:1 18 5 +M07441 0 291535 60940-55-8 Inactive 4:14 6:1 14:11 23:1 35:1 28 5 +M07442 0 291536 60975-10-2 Inactive 4:13 6:1 14:9 23:1 35:1 25 5 +M07443 0 291549 55894-85-4 Active 4:17 14:17 23:3 27:3 40 4 +M07444 0 291559 4481-35-0 Inactive 4:9 14:6 27:2 17 3 +M07445 0 291560 60998-66-5 Inactive 4:12 14:12 27:2 26 3 +M07446 0 291561 27164-46-1 Inactive 4:14 14:14 23:8 27:4 34:3 43 5 +M07447 0 291628 60515-82-4 Inactive 4:15 6:1 14:14 23:3 27:5 34:1 39 6 +M07448 0 291629 60515-83-5 Inactive 4:17 6:1 14:18 23:3 27:5 34:1 45 6 +M07449 0 291630 60515-85-7 Inactive 4:17 14:19 23:3 27:6 34:1 46 5 +M07450 0 291631 60515-87-9 Inactive 4:16 14:14 23:4 27:6 34:1 41 5 +M07451 0 291643 86762-35-8 Inactive 4:9 14:10 23:2 27:6 27 4 +M07452 0 291836 62442-61-9 Inactive 4:15 14:15 23:1 27:3 34 4 +M07453 0 291840 1977-11-3 Inactive 4:19 14:21 23:3 43 3 +M07454 0 291926 4589-37-1 Inactive 4:13 14:7 23:1 27:4 25 4 +M07455 0 292134 58735-64-1 Inactive 4:22 14:23 23:5 27:2 52 4 +M07456 0 292147 62584-08-1 Inactive 4:15 14:10 23:2 27:2 29 4 +M07457 0 292155 62442-60-8 Inactive 4:16 14:16 27:4 36 3 +M07458 0 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Inactive 4:14 14:17 23:1 34:2 34 4 +M07475 0 292807 62335-93-7 Inactive 1:1 4:30 14:24 56 4 +M07476 0 292816 56109-67-2 Inactive 4:30 14:39 23:3 27:6 78 4 +M07477 0 292817 53428-19-6 Inactive 4:32 14:43 23:3 27:2 80 4 +M07478 0 292818 30568-71-9 Inactive 4:32 14:46 23:2 27:5 85 4 +M07479 0 292819 30568-68-4 Inactive 4:36 14:54 23:2 27:5 97 4 +M07480 0 292821 34449-72-4 Inactive 4:28 14:38 23:2 27:2 34:1 71 5 +M07481 0 292895 65172-74-9 Inactive 4:14 14:13 23:5 27:3 35 4 +M07482 0 292927 999-99-9 Inactive 4:21 14:26 23:4 27:7 58 4 +M07483 0 292930 13551-89-8 Inactive 4:6 9:1 14:8 23:3 27:3 21 5 +M07484 0 293015 87626-57-1 Inactive 4:23 14:25 23:1 27:4 53 4 +M07485 0 293046 999-99-9 Inactive 4:17 14:14 23:2 27:2 34:1 36 5 +M07486 0 293161 15828-92-9 Inactive 4:32 14:26 27:14 72 3 +M07487 0 293162 15500-66-0 Inactive 4:35 14:60 23:2 27:4 101 4 +M07488 0 293164 42408-78-6 Inactive 4:17 14:23 23:1 27:1 42 4 +M07489 0 293380 999-99-9 Inactive 4:17 14:10 27:5 32 3 +M07490 0 293382 52156-82-8 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Inactive 4:17 9:1 14:13 23:2 33 4 +M10658 0 611423 999-99-9 Inactive 4:25 6:1 14:25 23:4 27:2 57 5 +M10659 0 611438 999-99-9 Inactive 4:44 14:54 23:4 27:8 110 4 +M10660 0 611439 999-99-9 Inactive 4:16 14:18 27:4 38 3 +M10661 0 611506 999-99-9 Inactive 4:13 14:19 23:1 27:2 34:2 37 5 +M10662 0 611507 999-99-9 Inactive 4:17 6:1 14:18 23:1 27:1 34:2 40 6 +M10663 0 611510 999-99-9 Inactive 4:20 6:1 14:14 23:3 27:4 42 5 +M10664 0 611512 999-99-9 Active 4:24 14:22 23:4 27:2 34:2 54 5 +M10665 0 611513 999-99-9 Inactive 4:12 14:11 23:1 27:2 34:1 27 5 +M10666 0 611541 999-99-9 Inactive 4:12 14:8 23:4 27:3 27 4 +M10667 0 611542 999-99-9 Inactive 4:13 14:10 23:4 27:3 30 4 +M10668 0 611543 999-99-9 Inactive 4:13 14:10 23:4 27:4 31 4 +M10669 0 611544 999-99-9 Inactive 4:12 6:1 14:7 23:4 27:3 27 5 +M10670 0 611545 999-99-9 Inactive 4:7 14:8 23:2 27:3 20 4 +M10671 0 611746 999-99-9 Inactive 4:21 14:34 27:5 60 3 +M10672 0 611749 999-99-9 Inactive 3:1 4:11 14:13 27:3 28 4 +M10673 0 611750 999-99-9 Inactive 3:1 4:12 14:17 27:3 33 4 +M10674 0 611783 999-99-9 Inactive 4:7 6:1 14:7 23:4 19 4 +M10675 0 611918 999-99-9 Inactive 4:16 6:1 14:15 23:2 27:2 36 5 +M10676 0 611919 999-99-9 Inactive 4:17 14:15 23:1 27:2 34:1 36 5 +M10677 0 611978 999-99-9 Inactive 3:1 4:11 14:11 23:2 27:1 34:1 27 6 +M10678 0 611980 999-99-9 Inactive 4:12 14:12 23:2 27:1 34:1 28 5 +M10679 0 611983 999-99-9 Inactive 4:30 14:44 23:4 27:2 34:2 82 5 +M10680 0 612049 69655-05-6 Active 4:10 14:12 23:4 27:3 29 4 +M10681 0 612067 999-99-9 Inactive 4:17 14:16 23:2 27:1 36 4 +M10682 0 612088 999-99-9 Inactive 4:18 14:15 23:1 27:3 37 4 +M10683 0 612089 999-99-9 Inactive 4:11 14:9 23:1 27:4 25 4 +M10684 0 612111 82824-00-8 Inactive 4:34 14:38 23:4 27:6 82 4 +M10685 0 612113 82824-01-9 Inactive 4:38 14:42 23:4 27:6 90 4 +M10686 0 612115 999-99-9 Inactive 4:24 14:27 23:1 27:8 60 4 +M10687 0 612116 999-99-9 Inactive 4:24 14:25 23:1 27:8 58 4 +M10688 0 612200 999-99-9 Inactive 4:19 14:18 23:2 27:2 41 4 +M10689 0 612216 999-99-9 Inactive 4:16 14:19 23:1 27:2 38 4 +M10690 0 612220 999-99-9 Inactive 4:18 14:17 23:3 27:1 39 4 +M10691 0 612221 999-99-9 Inactive 4:12 14:13 23:3 28 3 +M10692 0 612223 999-99-9 Inactive 4:23 14:20 23:2 27:5 50 4 +M10693 0 612236 999-99-9 Inactive 4:38 14:61 23:1 27:8 108 4 +M10694 0 612238 999-99-9 Inactive 4:7 14:8 23:4 27:1 34:1 21 5 +M10695 0 612422 999-99-9 Inactive 4:18 14:17 23:1 27:6 42 4 +M10696 0 612423 999-99-9 Inactive 4:16 14:11 23:1 27:6 34 4 +M10697 0 612424 999-99-9 Inactive 4:17 14:15 23:1 27:5 38 4 +M10698 0 612425 999-99-9 Inactive 3:1 4:18 14:16 23:1 27:5 41 5 +M10699 0 612426 999-99-9 Inactive 4:27 14:24 23:2 27:8 61 4 +M10700 0 612427 999-99-9 Inactive 4:30 14:32 23:2 27:10 74 4 +M10701 0 612428 999-99-9 Inactive 4:26 14:20 23:2 27:8 56 4 +M10702 0 612429 999-99-9 Inactive 4:28 14:28 23:2 27:8 66 4 +M10703 0 612430 999-99-9 Inactive 4:26 14:22 23:2 27:8 58 4 +M10704 0 612492 999-99-9 Inactive 4:21 14:22 23:2 45 3 +M10705 0 612494 999-99-9 Inactive 4:12 14:12 23:4 27:1 34:1 30 5 +M10706 0 612765 999-99-9 Inactive 4:9 14:9 23:1 27:2 21 4 +M10707 0 612861 999-99-9 Inactive 4:17 14:22 27:4 43 3 +M10708 0 612873 999-99-9 Inactive 4:4 9:7 14:3 24:1 27:4 34:1 20 6 +M10709 0 612874 999-99-9 Inactive 4:6 9:8 14:6 24:1 27:8 34:2 31 6 +M10710 0 612875 999-99-9 Inactive 4:8 9:5 14:2 23:1 16 4 +M10711 0 612955 999-99-9 Inactive 4:15 14:16 23:2 27:3 36 4 +M10712 0 613004 999-99-9 Inactive 4:23 14:31 23:5 27:3 36:1 63 5 +M10713 0 613009 102396-24-7 Inactive 3:1 4:36 14:45 23:4 27:6 92 5 +M10714 0 613010 94203-53-9 Inactive 4:28 14:49 23:3 27:5 34:1 86 5 +M10715 0 613011 76343-93-6 Inactive 4:22 14:31 23:1 27:5 34:1 60 5 +M10716 0 613012 999-99-9 Inactive 4:31 14:56 23:2 27:8 97 4 +M10717 0 613045 999-99-9 Inactive 4:17 14:26 23:8 27:5 56 4 +M10718 0 613187 999-99-9 Inactive 4:19 14:25 23:3 27:1 48 4 +M10719 0 613189 999-99-9 Inactive 4:24 14:27 23:3 27:1 55 4 +M10720 0 613190 999-99-9 Inactive 4:23 14:26 23:4 27:5 58 4 +M10721 0 613191 999-99-9 Inactive 4:21 14:28 23:4 27:3 56 4 +M10722 0 613193 999-99-9 Inactive 4:24 14:25 23:1 27:6 56 4 +M10723 0 613219 999-99-9 Inactive 4:8 9:1 14:8 23:1 24:1 27:2 21 6 +M10724 0 613238 999-99-9 Inactive 4:39 6:2 9:2 14:29 23:5 77 5 +M10725 0 613239 999-99-9 Inactive 4:6 6:1 14:14 23:1 27:4 26 5 +M10726 0 613242 999-99-9 Inactive 4:17 6:1 14:27 23:8 27:5 58 5 +M10727 0 613243 999-99-9 Inactive 4:25 6:2 14:30 24:1 27:5 63 5 +M10728 0 613257 999-99-9 Active 4:20 6:2 14:11 23:7 24:1 27:11 34:2 54 7 +M10729 0 613258 999-99-9 Inactive 4:21 14:16 23:6 24:1 27:12 34:2 58 6 +M10730 0 613259 999-99-9 Inactive 4:21 14:15 23:7 24:1 27:12 34:2 58 6 +M10731 0 613293 999-99-9 Inactive 4:20 9:3 14:17 23:2 27:5 47 5 +M10732 0 613493 999-99-9 Inactive 4:18 9:1 14:20 23:3 27:5 47 5 +M10733 0 613584 999-99-9 Inactive 4:9 14:7 23:5 27:1 22 4 +M10734 0 613601 999-99-9 Inactive 4:16 14:14 23:2 27:2 34 4 +M10735 0 613613 999-99-9 Inactive 4:18 14:18 23:2 27:4 34:2 44 5 +M10736 0 613663 999-99-9 Inactive 4:18 14:22 21:1 23:8 27:4 34:2 55 6 +M10737 0 613664 999-99-9 Active 4:9 6:2 10:1 14:11 23:4 27:2 34:1 30 7 +M10738 0 613665 999-99-9 Inactive 4:9 10:1 14:13 23:4 27:6 34:2 35 6 +M10739 0 613666 999-99-9 Inactive 4:9 6:1 7:1 14:11 23:4 27:2 34:1 29 7 +M10740 0 613667 999-99-9 Inactive 4:9 6:1 14:11 23:4 26:1 27:2 34:1 29 7 +M10741 0 613668 999-99-9 Inactive 4:9 6:1 8:1 14:11 23:4 27:2 34:1 29 7 +M10742 0 613669 999-99-9 Inactive 4:11 14:15 23:4 27:4 34:1 41:1 36 6 +M10743 0 613670 999-99-9 Active 4:9 6:1 14:11 23:4 27:2 31:1 34:1 29 7 +M10744 0 613680 89778-27-8 Inactive 4:32 6:1 14:36 23:1 27:8 78 5 +M10745 0 613702 999-99-9 Inactive 4:21 6:2 10:1 14:17 23:7 27:2 50 6 +M10746 0 613703 999-99-9 Inactive 4:21 10:1 14:18 23:7 27:6 34:1 54 6 +M10747 0 613704 999-99-9 Inactive 4:21 6:2 7:1 14:17 23:7 27:2 50 6 +M10748 0 613705 999-99-9 Inactive 4:21 6:2 14:17 23:7 26:1 27:2 50 6 +M10749 0 613706 999-99-9 Inactive 4:21 6:2 8:1 14:17 23:7 27:2 50 6 +M10750 0 613729 117048-59-6 Inactive 4:18 14:20 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999-99-9 Inactive 4:17 6:3 14:13 27:2 35 4 +M11499 0 623220 999-99-9 Inactive 4:13 6:2 14:10 23:2 27:2 34:1 30 6 +M11500 0 623221 999-99-9 Inactive 4:13 6:2 14:10 23:2 27:2 34:1 30 6 +M11501 0 623223 999-99-9 Inactive 4:14 14:14 23:2 27:2 34:1 33 5 +M11502 0 623224 999-99-9 Inactive 4:15 14:16 23:2 27:2 34:1 36 5 +M11503 0 623226 999-99-9 Inactive 4:14 14:14 23:2 27:3 34:1 34 5 +M11504 0 623227 999-99-9 Inactive 4:15 14:16 23:2 27:2 34:1 36 5 +M11505 0 623228 999-99-9 Inactive 4:14 6:2 14:12 23:2 27:2 34:1 33 6 +M11506 0 623230 999-99-9 Inactive 4:20 14:18 23:4 27:4 34:2 48 5 +M11507 0 623231 999-99-9 Inactive 4:16 14:18 23:2 27:2 34:1 39 5 +M11508 0 623232 999-99-9 Inactive 4:8 6:3 14:5 27:2 18 4 +M11509 0 623233 999-99-9 Inactive 4:5 9:2 14:9 23:1 27:2 34:1 20 6 +M11510 0 623235 999-99-9 Inactive 4:14 14:18 23:4 27:1 37 4 +M11511 0 623236 999-99-9 Inactive 4:11 14:14 23:4 27:1 30 4 +M11512 0 623237 999-99-9 Inactive 4:13 14:16 23:4 27:2 35 4 +M11513 0 623238 999-99-9 Inactive 4:13 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999-99-9 Inactive 4:9 14:8 23:4 27:1 22 4 +M11547 0 623611 999-99-9 Active 4:16 14:19 23:1 27:5 41 4 +M11548 0 623619 999-99-9 Inactive 4:45 14:86 24:1 27:12 34:1 145 5 +M11549 0 623620 999-99-9 Inactive 4:25 14:23 23:3 27:3 54 4 +M11550 0 623621 999-99-9 Inactive 4:25 14:23 23:3 27:2 34:1 54 5 +M11551 0 623622 999-99-9 Inactive 4:17 14:17 23:3 27:1 34:1 39 5 +M11552 0 623623 999-99-9 Inactive 4:30 14:33 23:3 27:10 34:1 77 5 +M11553 0 623624 999-99-9 Inactive 4:16 14:17 23:3 27:1 34:1 38 5 +M11554 0 623625 999-99-9 Inactive 4:23 14:21 23:3 27:2 34:1 50 5 +M11555 0 623626 999-99-9 Inactive 4:23 14:21 23:3 27:1 34:1 49 5 +M11556 0 623628 999-99-9 Inactive 4:11 14:10 23:4 27:1 26 4 +M11557 0 623629 999-99-9 Inactive 4:23 14:19 23:1 27:6 49 4 +M11558 0 623630 999-99-9 Inactive 4:14 14:10 23:4 27:3 31 4 +M11559 0 623631 999-99-9 Inactive 4:10 14:8 27:1 34:3 22 4 +M11560 0 623632 999-99-9 Inactive 4:9 6:1 14:5 27:4 34:1 20 5 +M11561 0 623633 999-99-9 Inactive 4:23 6:2 14:22 23:3 27:1 28:1 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14:17 23:1 27:4 34:1 40 5 +M11595 0 623682 999-99-9 Inactive 4:20 14:16 23:2 27:5 34:1 44 5 +M11596 0 623683 999-99-9 Inactive 4:14 14:10 23:2 27:2 34:2 30 5 +M11597 0 623684 999-99-9 Active 4:17 14:17 23:1 27:5 34:1 41 5 +M11598 0 623685 999-99-9 Inactive 4:17 14:18 23:2 27:4 34:1 42 5 +M11599 0 623686 999-99-9 Inactive 4:18 14:19 23:1 27:5 34:1 44 5 +M11600 0 623687 999-99-9 Inactive 4:11 14:17 23:3 27:2 33 4 +M11601 0 623688 999-99-9 Inactive 4:8 14:11 23:3 27:2 24 4 +M11602 0 623689 999-99-9 Inactive 4:10 14:16 23:4 27:2 32 4 +M11603 0 623690 999-99-9 Inactive 4:17 14:21 23:1 27:2 41 4 +M11604 0 623697 999-99-9 Inactive 4:10 14:9 23:3 34:1 23 4 +M11605 0 623699 999-99-9 Inactive 4:20 14:22 23:2 27:10 54 4 +M11606 0 623700 999-99-9 Inactive 4:7 14:10 27:5 22 3 +M11607 0 623701 999-99-9 Inactive 4:5 14:8 27:4 17 3 +M11608 0 623702 999-99-9 Inactive 4:12 14:11 23:1 27:7 31 4 +M11609 0 623703 999-99-9 Inactive 4:11 14:14 27:3 28 3 +M11610 0 623704 999-99-9 Inactive 4:16 14:18 27:5 39 3 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14:16 23:2 27:2 34:1 39 5 +M11628 0 623727 999-99-9 Inactive 4:24 14:22 23:2 27:5 53 4 +M11629 0 623728 999-99-9 Inactive 4:28 14:19 23:5 27:5 34:1 58 5 +M11630 0 623729 999-99-9 Inactive 4:16 6:1 14:11 23:2 27:2 34:1 33 6 +M11631 0 623730 999-99-9 Inactive 4:20 14:16 23:4 27:5 45 4 +M11632 0 623731 999-99-9 Inactive 4:21 6:2 14:11 23:5 27:4 34:1 44 6 +M11633 0 623732 999-99-9 Inactive 4:18 6:2 14:10 23:4 27:4 38 5 +M11634 0 623733 999-99-9 Inactive 4:17 9:3 14:11 23:2 27:3 36 5 +M11635 0 623734 999-99-9 Inactive 4:16 6:1 14:11 23:2 27:2 34:1 33 6 +M11636 0 623735 999-99-9 Inactive 4:20 14:16 23:4 27:3 34:1 44 5 +M11637 0 623736 999-99-9 Inactive 4:13 14:14 23:2 27:4 34:1 34 5 +M11638 0 623737 999-99-9 Inactive 4:18 14:12 23:4 27:5 34:1 40 5 +M11639 0 623738 999-99-9 Inactive 4:9 14:10 23:2 27:1 34:1 23 5 +M11640 0 623739 999-99-9 Inactive 4:14 6:1 14:12 23:1 27:5 33 5 +M11641 0 623740 999-99-9 Inactive 4:20 14:14 23:4 27:3 34:1 42 5 +M11642 0 623741 999-99-9 Inactive 4:16 14:17 23:1 27:5 39 4 +M11643 0 623742 999-99-9 Inactive 4:15 14:15 23:1 27:5 36 4 +M11644 0 623743 999-99-9 Inactive 4:14 6:1 14:12 23:1 27:5 33 5 +M11645 0 623744 999-99-9 Inactive 4:14 6:2 14:11 23:1 27:5 33 5 +M11646 0 623745 999-99-9 Inactive 4:20 9:1 14:17 23:2 27:3 34:1 44 6 +M11647 0 623746 999-99-9 Inactive 4:20 14:20 23:2 27:6 34:2 50 5 +M11648 0 623747 999-99-9 Inactive 4:16 14:17 23:1 27:5 39 4 +M11649 0 623748 999-99-9 Inactive 4:18 6:2 14:8 23:2 27:4 34:1 35 6 +M11650 0 623749 999-99-9 Inactive 4:18 6:2 14:11 23:3 27:3 34:1 38 6 +M11651 0 623750 999-99-9 Inactive 4:17 14:15 23:1 27:4 37 4 +M11652 0 623751 999-99-9 Inactive 4:19 6:2 14:14 23:6 27:4 45 5 +M11653 0 623752 999-99-9 Inactive 4:18 14:13 23:3 27:6 34:1 41 5 +M11654 0 623753 999-99-9 Inactive 4:12 14:12 23:2 27:3 34:1 30 5 +M11655 0 623754 999-99-9 Inactive 4:22 14:20 23:6 27:4 34:1 53 5 +M11656 0 623755 999-99-9 Inactive 4:25 6:2 14:14 23:4 27:6 51 5 +M11657 0 623756 999-99-9 Inactive 4:15 14:10 23:2 27:5 34:1 33 5 +M11658 0 623757 999-99-9 Inactive 4:21 6:1 14:15 23:2 27:4 43 5 +M11659 0 623758 999-99-9 Inactive 4:18 14:12 23:2 27:2 34:1 35 5 +M11660 0 623759 999-99-9 Inactive 4:20 14:14 23:2 27:4 34:1 41 5 +M11661 0 623760 999-99-9 Inactive 4:18 6:1 14:9 23:2 27:5 35 5 +M11662 0 623761 999-99-9 Inactive 4:18 6:1 14:11 23:2 27:2 34:1 35 6 +M11663 0 623762 999-99-9 Inactive 4:21 6:1 14:12 23:5 27:4 34:1 44 6 +M11664 0 623763 999-99-9 Inactive 4:13 14:12 23:6 27:3 34:1 35 5 +M11665 0 623764 999-99-9 Inactive 4:8 14:11 23:1 27:4 24 4 +M11666 0 623765 999-99-9 Inactive 4:22 14:13 23:5 27:5 34:2 47 5 +M11667 0 623766 999-99-9 Inactive 4:19 6:2 14:15 23:5 27:1 34:2 44 6 +M11668 0 623767 999-99-9 Inactive 4:19 6:2 14:12 23:6 27:5 44 5 +M11669 0 623768 999-99-9 Inactive 4:27 14:20 23:4 27:6 57 4 +M11670 0 623769 999-99-9 Inactive 4:11 14:9 23:1 27:3 34:1 25 5 +M11671 0 623770 999-99-9 Inactive 4:18 6:2 14:8 23:2 27:4 34:1 35 6 +M11672 0 623771 999-99-9 Inactive 4:20 14:14 23:2 27:6 42 4 +M11673 0 623772 999-99-9 Inactive 4:20 14:14 23:2 27:4 34:1 41 5 +M11674 0 623773 999-99-9 Inactive 4:11 6:1 9:3 14:9 23:1 27:3 28 6 +M11675 0 623774 999-99-9 Inactive 4:15 14:9 23:5 27:4 34:1 34 5 +M11676 0 623786 999-99-9 Inactive 4:17 14:20 23:4 27:2 34:1 44 5 +M11677 0 623787 999-99-9 Inactive 4:18 14:22 23:4 27:2 34:1 47 5 +M11678 0 623788 999-99-9 Inactive 4:15 14:18 23:4 27:2 34:1 40 5 +M11679 0 623789 999-99-9 Inactive 4:18 6:1 14:15 23:4 27:2 34:1 41 6 +M11680 0 623790 999-99-9 Inactive 4:13 14:12 23:2 27:2 34:1 30 5 +M11681 0 623791 999-99-9 Inactive 4:17 14:20 23:4 27:2 34:1 44 5 +M11682 0 623792 999-99-9 Inactive 4:24 14:26 23:2 27:5 57 4 +M11683 0 623793 999-99-9 Inactive 4:20 14:16 27:6 42 3 +M11684 0 623794 999-99-9 Inactive 4:24 14:18 23:2 27:5 49 4 +M11685 0 623795 999-99-9 Inactive 4:22 6:1 14:23 23:2 27:5 53 5 +M11686 0 623796 999-99-9 Inactive 4:25 6:1 14:29 23:2 27:5 62 5 +M11687 0 623797 999-99-9 Inactive 4:24 14:18 23:2 27:5 49 4 +M11688 0 623832 999-99-9 Inactive 4:7 6:1 14:13 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999-99-9 Inactive 4:12 6:1 7:1 14:30 23:4 27:8 56 6 +M14914 0 630627 999-99-9 Inactive 4:8 6:3 7:1 14:20 23:4 27:8 44 6 +M14915 0 630628 999-99-9 Inactive 4:6 6:1 7:1 14:18 23:4 27:8 38 6 +M14916 0 630629 999-99-9 Inactive 3:3 4:4 7:1 14:12 23:4 24 5 +M14917 0 630630 999-99-9 Inactive 3:2 4:4 6:1 7:1 14:16 23:4 27:4 32 7 +M14918 0 630631 999-99-9 Inactive 4:5 6:2 7:1 14:12 23:5 34:1 26 6 +M14919 0 630632 999-99-9 Inactive 4:7 7:1 14:14 23:7 34:3 32 5 +M14920 0 630633 999-99-9 Inactive 6:1 7:1 14:10 23:10 22 4 +M14921 0 630634 999-99-9 Inactive 7:1 14:4 23:6 27:8 20 5 +M14922 0 630635 999-99-9 Inactive 7:1 14:6 16:3 23:3 13 4 +M14923 0 630636 999-99-9 Inactive 7:1 14:6 23:6 27:6 19 4 +M14924 0 630637 999-99-9 Inactive 3:1 7:2 14:14 23:7 27:4 28 5 +M14925 0 630638 999-99-9 Inactive 7:1 9:1 14:10 16:1 23:5 18 5 +M14926 0 630639 999-99-9 Inactive 4:4 6:3 7:1 14:12 23:4 24 5 +M14927 0 630640 999-99-9 Inactive 4:4 6:3 7:1 14:12 23:4 24 5 +M14928 0 630641 999-99-9 Inactive 4:6 6:1 7:1 14:14 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999-99-9 Inactive 4:7 14:13 27:3 28:1 34:1 25 5 +M14977 0 630693 999-99-9 Inactive 4:8 14:16 23:1 27:3 28:1 29 5 +M14978 0 630694 999-99-9 Inactive 4:8 14:16 23:1 27:3 28:1 29 5 +M14979 0 630695 999-99-9 Inactive 4:24 6:1 14:24 23:5 27:3 34:1 58 6 +M14980 0 630696 999-99-9 Inactive 4:25 6:1 14:26 23:7 27:3 34:1 63 6 +M14981 0 630697 999-99-9 Inactive 4:30 6:1 14:30 23:7 27:3 34:1 72 6 +M14982 0 630698 999-99-9 Inactive 4:28 6:1 14:27 23:6 27:4 34:1 67 6 +M14983 0 630699 999-99-9 Inactive 4:24 14:25 23:5 27:3 34:1 58 5 +M14984 0 630700 999-99-9 Inactive 4:25 14:27 23:7 27:3 34:1 63 5 +M14985 0 630701 999-99-9 Inactive 4:30 14:31 23:7 27:3 34:1 72 5 +M14986 0 630702 999-99-9 Inactive 4:28 14:28 23:6 27:4 34:1 67 5 +M14987 0 630703 999-99-9 Inactive 4:20 14:15 23:3 27:4 34:1 43 5 +M14988 0 630704 999-99-9 Inactive 4:21 14:17 23:5 27:4 34:1 48 5 +M14989 0 630705 999-99-9 Inactive 4:26 14:21 23:5 27:4 34:1 57 5 +M14990 0 630706 999-99-9 Inactive 4:24 14:18 23:4 27:5 34:1 52 5 +M14991 0 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Inactive 4:11 14:22 23:2 27:4 39 4 +M15054 0 630900 999-99-9 Inactive 4:19 14:18 23:4 27:3 44 4 +M15055 0 630901 999-99-9 Inactive 4:20 6:2 14:17 23:5 27:3 34:1 48 6 +M15056 0 630902 999-99-9 Inactive 4:13 14:22 23:4 27:5 44 4 +M15057 0 630903 999-99-9 Inactive 4:20 14:19 23:5 27:4 48 4 +M15058 0 630904 999-99-9 Inactive 4:14 14:12 23:2 27:8 36 4 +M15059 0 630905 999-99-9 Inactive 4:11 14:6 23:2 27:3 22 4 +M15060 0 630906 999-99-9 Inactive 4:20 14:19 23:5 27:3 34:1 48 5 +M15061 0 630907 999-99-9 Inactive 4:13 14:22 23:4 27:3 42 4 +M15062 0 630908 999-99-9 Inactive 4:30 14:31 23:3 27:4 68 4 +M15063 0 630909 999-99-9 Inactive 4:22 14:23 23:5 27:3 34:1 54 5 +M15064 0 630910 999-99-9 Inactive 4:28 14:27 23:3 27:3 61 4 +M15065 0 630911 999-99-9 Inactive 4:5 14:2 23:2 27:3 12 4 +M15066 0 630912 999-99-9 Inactive 4:33 14:31 23:3 27:4 71 4 +M15067 0 630913 999-99-9 Inactive 4:30 14:31 23:3 27:5 69 4 +M15068 0 630914 999-99-9 Inactive 4:20 14:19 23:5 27:6 50 4 +M15069 0 630915 999-99-9 Inactive 4:6 14:5 23:1 27:4 16 4 +M15070 0 630916 999-99-9 Inactive 4:16 14:11 23:1 27:3 31 4 +M15071 0 630917 999-99-9 Inactive 3:1 4:16 14:10 23:1 27:2 30 5 +M15072 0 630918 999-99-9 Inactive 4:16 6:1 14:10 23:1 27:2 30 5 +M15073 0 630919 999-99-9 Inactive 4:14 14:9 23:1 27:3 27 4 +M15074 0 630920 999-99-9 Inactive 4:19 14:17 23:1 27:5 42 4 +M15075 0 630921 999-99-9 Inactive 4:18 14:15 23:1 27:4 38 4 +M15076 0 630922 999-99-9 Inactive 4:25 6:1 14:24 23:1 27:4 55 5 +M15077 0 630954 999-99-9 Inactive 4:8 14:6 23:2 27:3 19 4 +M15078 0 630955 999-99-9 Inactive 4:9 14:8 23:2 27:5 34:1 25 5 +M15079 0 630956 999-99-9 Inactive 4:13 14:16 23:2 27:5 34:1 37 5 +M15080 0 630957 999-99-9 Inactive 4:16 14:13 23:3 27:7 34:1 40 5 +M15081 0 630958 999-99-9 Inactive 4:11 14:10 23:2 27:7 34:1 31 5 +M15082 0 630959 999-99-9 Inactive 4:15 14:19 23:5 27:4 34:1 44 5 +M15083 0 630960 999-99-9 Inactive 4:17 9:1 14:16 23:5 27:5 34:1 45 6 +M15084 0 630961 999-99-9 Inactive 4:13 14:16 23:4 27:4 34:2 39 5 +M15085 0 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23:7 24:1 27:17 28:3 34:1 121 7 +M15100 0 631055 999-99-9 Inactive 4:19 14:28 23:2 27:2 51 4 +M15101 0 631056 999-99-9 Inactive 4:19 14:28 23:2 27:2 51 4 +M15102 0 631057 999-99-9 Inactive 4:19 14:26 23:2 27:2 49 4 +M15103 0 631058 999-99-9 Inactive 4:19 14:26 23:2 27:2 49 4 +M15104 0 631059 999-99-9 Inactive 4:19 14:25 23:3 27:3 50 4 +M15105 0 631060 999-99-9 Inactive 4:20 14:28 27:4 52 3 +M15106 0 631061 999-99-9 Inactive 4:20 14:27 23:1 27:3 51 4 +M15107 0 631062 999-99-9 Inactive 4:19 14:27 23:1 27:3 50 4 +M15108 0 631063 999-99-9 Inactive 4:19 14:27 23:3 27:2 51 4 +M15109 0 631064 999-99-9 Inactive 4:19 14:27 23:3 27:2 51 4 +M15110 0 631065 999-99-9 Inactive 4:19 14:28 23:2 27:3 52 4 +M15111 0 631066 999-99-9 Inactive 4:25 14:32 23:4 27:1 62 4 +M15112 0 631067 999-99-9 Inactive 4:20 14:31 23:1 27:2 54 4 +M15113 0 631068 999-99-9 Inactive 4:20 14:31 23:3 27:1 55 4 +M15114 0 631069 999-99-9 Inactive 4:22 14:29 23:1 27:4 56 4 +M15115 0 631070 999-99-9 Inactive 4:20 14:28 23:2 27:2 52 4 +M15116 0 631071 999-99-9 Inactive 4:22 14:30 23:2 27:3 57 4 +M15117 0 631072 999-99-9 Inactive 4:21 14:30 23:2 27:2 55 4 +M15118 0 631073 999-99-9 Inactive 2:1 4:23 9:4 14:24 23:1 27:1 34:1 55 7 +M15119 0 631074 999-99-9 Inactive 2:1 4:25 9:4 14:26 23:1 27:1 34:1 59 7 +M15120 0 631075 999-99-9 Inactive 4:33 6:1 14:35 23:2 27:4 34:1 76 6 +M15121 0 631076 999-99-9 Inactive 3:1 4:17 14:20 23:1 39 4 +M15122 0 631077 999-99-9 Inactive 3:1 4:17 14:20 23:1 39 4 +M15123 0 631078 999-99-9 Inactive 3:1 4:17 14:20 23:1 39 4 +M15124 0 631079 999-99-9 Inactive 4:17 14:20 23:2 27:2 41 4 +M15125 0 631080 999-99-9 Inactive 4:17 14:20 23:2 27:2 41 4 +M15126 0 631081 999-99-9 Inactive 4:17 14:20 23:2 27:2 41 4 +M15127 0 631082 999-99-9 Inactive 4:17 9:1 14:20 23:1 39 4 +M15128 0 631083 999-99-9 Inactive 4:18 14:23 23:1 42 3 +M15129 0 631084 999-99-9 Inactive 4:18 14:23 23:1 42 3 +M15130 0 631085 999-99-9 Inactive 4:18 14:23 23:1 42 3 +M15131 0 631086 999-99-9 Inactive 4:18 9:3 14:20 23:1 42 4 +M15132 0 631087 999-99-9 Inactive 4:18 9:3 14:20 23:1 42 4 +M15133 0 631126 999-99-9 Inactive 4:14 14:17 23:1 27:5 37 4 +M15134 0 631127 999-99-9 Inactive 4:29 14:22 27:3 54 3 +M15135 0 631128 999-99-9 Inactive 4:10 14:14 27:2 26 3 +M15136 0 631129 999-99-9 Inactive 4:11 14:9 23:5 27:2 34:1 28 5 +M15137 0 631130 999-99-9 Inactive 4:12 14:11 23:5 27:2 34:1 31 5 +M15138 0 631131 999-99-9 Inactive 4:11 14:8 23:6 27:4 34:1 30 5 +M15139 0 631132 999-99-9 Inactive 4:11 6:1 9:1 14:7 23:5 27:2 34:1 28 7 +M15140 0 631133 999-99-9 Inactive 4:13 14:13 23:5 27:4 34:1 36 5 +M15141 0 631134 999-99-9 Inactive 4:13 14:13 23:5 27:4 34:1 36 5 +M15142 0 631135 999-99-9 Inactive 4:10 14:8 23:6 27:2 34:1 27 5 +M15143 0 631136 999-99-9 Inactive 4:11 14:8 23:4 27:3 34:1 27 5 +M15144 0 631137 999-99-9 Inactive 4:11 14:8 23:4 27:2 34:2 27 5 +M15145 0 631138 999-99-9 Inactive 4:10 14:7 23:5 27:2 34:2 26 5 +M15146 0 631139 999-99-9 Inactive 4:12 14:13 23:3 27:2 34:1 31 5 +M15147 0 631140 999-99-9 Inactive 4:11 14:9 23:3 27:4 34:1 28 5 +M15148 0 631141 999-99-9 Inactive 4:10 14:10 23:4 27:2 34:1 27 5 +M15149 0 631142 999-99-9 Inactive 4:9 14:8 23:4 27:2 34:1 24 5 +M15150 0 631143 999-99-9 Inactive 4:8 14:7 23:5 27:2 34:1 23 5 +M15151 0 631144 999-99-9 Inactive 4:10 14:11 23:5 27:2 34:1 29 5 +M15152 0 631145 999-99-9 Inactive 4:8 14:7 23:5 27:3 34:1 24 5 +M15153 0 631146 999-99-9 Inactive 4:7 14:7 23:5 27:2 34:1 22 5 +M15154 0 631147 999-99-9 Inactive 4:8 14:9 23:5 27:2 34:1 25 5 +M15155 0 631148 999-99-9 Inactive 4:9 14:11 23:5 27:2 34:1 28 5 +M15156 0 631149 999-99-9 Inactive 4:13 14:11 23:5 27:2 34:1 32 5 +M15157 0 631150 999-99-9 Inactive 4:17 14:13 23:5 27:2 34:1 38 5 +M15158 0 631151 999-99-9 Inactive 4:6 14:7 23:7 27:2 34:1 23 5 +M15159 0 631152 999-99-9 Inactive 4:11 14:9 23:7 27:2 34:1 30 5 +M15160 0 631153 999-99-9 Inactive 4:7 14:8 23:4 27:2 34:2 23 5 +M15161 0 631154 999-99-9 Inactive 4:8 14:11 23:3 27:4 34:1 27 5 +M15162 0 631155 999-99-9 Inactive 4:6 14:6 23:6 27:2 34:1 21 5 +M15163 0 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4:46 14:70 23:10 27:17 143 4 +M15179 0 631172 999-99-9 Inactive 4:55 14:77 23:11 27:17 160 4 +M15180 0 631173 999-99-9 Inactive 4:23 14:45 23:7 27:7 82 4 +M15181 0 631174 999-99-9 Inactive 4:24 14:45 23:7 27:9 85 4 +M15182 0 631175 999-99-9 Inactive 4:24 14:44 23:6 27:10 84 4 +M15183 0 631176 999-99-9 Inactive 4:45 14:81 23:13 27:16 155 4 +M15184 0 631177 999-99-9 Inactive 4:45 14:80 23:12 27:17 154 4 +M15185 0 631178 999-99-9 Inactive 4:51 14:85 23:15 27:17 168 4 +M15186 0 631179 999-99-9 Inactive 4:51 14:84 23:14 27:18 167 4 +M15187 0 631180 999-99-9 Inactive 4:52 14:86 23:12 27:17 167 4 +M15188 0 631181 999-99-9 Inactive 4:51 14:85 23:15 27:17 168 4 +M15189 0 631182 999-99-9 Inactive 4:51 14:84 23:14 27:18 167 4 +M15190 0 631183 999-99-9 Inactive 4:47 14:85 23:15 27:14 161 4 +M15191 0 631184 999-99-9 Inactive 4:26 14:46 23:6 27:8 86 4 +M15192 0 631185 999-99-9 Inactive 4:48 14:80 23:12 27:15 155 4 +M15193 0 631186 999-99-9 Inactive 4:60 14:96 23:16 27:14 186 4 +M15194 0 631197 999-99-9 Inactive 4:22 6:2 14:29 23:3 27:1 57 5 +M15195 0 631198 999-99-9 Inactive 4:22 6:2 14:29 23:3 27:1 57 5 +M15196 0 631199 999-99-9 Inactive 4:23 6:2 14:31 23:3 27:1 60 5 +M15197 0 631229 999-99-9 Inactive 4:15 14:12 23:2 27:2 34:1 32 5 +M15198 0 631251 999-99-9 Inactive 4:17 14:23 23:1 27:5 34:1 47 5 +M15199 0 631252 999-99-9 Inactive 4:26 14:42 23:4 72 3 +M15200 0 631253 999-99-9 Inactive 4:9 14:13 23:1 27:6 34:1 30 5 +M15201 0 631254 999-99-9 Inactive 4:22 14:25 23:1 27:3 51 4 +M15202 0 631260 999-99-9 Inactive 4:14 14:16 27:7 37 3 +M15203 0 631261 999-99-9 Inactive 4:23 14:14 23:2 27:1 34:1 41 5 +M15204 0 631262 999-99-9 Inactive 4:19 14:22 27:9 50 3 +M15205 0 631263 999-99-9 Inactive 4:21 14:22 27:9 52 3 +M15206 0 631297 999-99-9 Inactive 4:14 14:17 23:1 27:1 33 4 +M15207 0 631298 999-99-9 Inactive 3:2 4:10 14:14 27:3 29 4 +M15208 0 631299 999-99-9 Inactive 4:12 14:14 23:2 34:2 30 4 +M15209 0 631300 999-99-9 Inactive 4:20 6:1 14:26 23:5 27:4 56 5 +M15210 0 631301 999-99-9 Inactive 4:5 14:12 23:6 34:1 24 4 +M15211 0 631302 999-99-9 Inactive 4:17 14:10 27:2 34:5 34 4 +M15212 0 631303 999-99-9 Inactive 4:20 6:2 14:28 23:2 27:4 31:1 57 6 +M15213 0 631304 999-99-9 Inactive 4:10 6:2 14:16 23:2 27:2 31:1 33 6 +M15214 0 631305 999-99-9 Inactive 4:18 6:2 14:24 23:2 27:2 31:1 49 6 +M15215 0 631306 999-99-9 Inactive 4:9 6:2 14:14 23:2 27:1 31:1 29 6 +M15216 0 631307 999-99-9 Inactive 4:26 14:25 23:3 54 3 +M15217 0 631308 999-99-9 Inactive 4:31 14:29 23:3 27:3 66 4 +M15218 0 631309 999-99-9 Inactive 4:18 6:1 14:19 23:2 40 4 +M15219 0 631310 999-99-9 Inactive 4:21 14:18 23:2 27:3 44 4 +M15220 0 631311 999-99-9 Inactive 4:21 14:18 23:2 27:3 44 4 +M15221 0 631312 999-99-9 Inactive 4:22 14:20 23:2 27:3 47 4 +M15222 0 631313 999-99-9 Inactive 4:20 14:18 23:2 27:3 43 4 +M15223 0 631314 999-99-9 Inactive 4:18 14:14 27:4 36 3 +M15224 0 631315 999-99-9 Inactive 4:7 14:9 23:1 27:2 19 4 +M15225 0 631316 999-99-9 Inactive 4:9 14:13 23:1 27:3 26 4 +M15226 0 631317 999-99-9 Inactive 4:16 14:14 23:2 27:6 38 4 +M15227 0 631318 999-99-9 Inactive 4:14 14:9 23:1 27:3 27 4 +M15228 0 631319 999-99-9 Inactive 4:10 14:11 23:1 27:3 25 4 +M15229 0 631320 999-99-9 Inactive 4:25 14:18 23:2 27:5 50 4 +M15230 0 631321 999-99-9 Inactive 4:10 14:7 23:1 27:3 21 4 +M15231 0 631340 999-99-9 Inactive 4:28 14:24 28:2 34:2 56 4 +M15232 0 631341 999-99-9 Inactive 4:30 14:28 28:2 34:2 62 4 +M15233 0 631342 999-99-9 Inactive 4:16 14:32 28:2 34:2 52 4 +M15234 0 631343 999-99-9 Inactive 4:15 14:15 23:3 33 3 +M15235 0 631344 999-99-9 Inactive 4:15 9:1 14:14 23:3 33 4 +M15236 0 631345 999-99-9 Inactive 4:16 14:17 23:3 27:1 37 4 +M15237 0 631346 999-99-9 Inactive 4:23 14:27 23:1 27:8 59 4 +M15238 0 631347 999-99-9 Inactive 4:12 14:10 27:6 28 3 +M15239 0 631348 999-99-9 Inactive 4:17 14:20 27:6 43 3 +M15240 0 631349 999-99-9 Inactive 3:2 4:13 6:1 14:9 23:4 29 5 +M15241 0 631350 999-99-9 Inactive 4:16 14:11 23:3 27:7 34:1 38 5 +M15242 0 631351 999-99-9 Inactive 4:17 14:12 23:2 27:7 34:1 39 5 +M15243 0 631352 999-99-9 Inactive 4:16 14:11 23:3 27:6 34:1 37 5 +M15244 0 631353 999-99-9 Inactive 4:16 14:15 23:5 27:4 40 4 +M15245 0 631354 999-99-9 Inactive 4:34 14:30 27:18 82 3 +M15246 0 631374 999-99-9 Inactive 4:17 14:21 23:1 27:4 43 4 +M15247 0 631375 999-99-9 Inactive 4:15 14:21 23:1 27:2 34:1 40 5 +M15248 0 631376 999-99-9 Inactive 4:16 14:21 23:1 27:2 34:1 41 5 +M15249 0 631377 999-99-9 Inactive 4:16 14:23 23:1 27:2 34:1 43 5 +M15250 0 631378 999-99-9 Inactive 4:14 14:9 23:3 27:3 29 4 +M15251 0 631379 999-99-9 Inactive 4:15 14:11 23:3 27:3 32 4 +M15252 0 631380 999-99-9 Inactive 4:16 14:13 23:3 27:3 35 4 +M15253 0 631381 999-99-9 Inactive 4:17 14:15 23:3 27:1 36 4 +M15254 0 631382 999-99-9 Inactive 4:16 6:1 14:12 23:3 32 4 +M15255 0 631383 999-99-9 Inactive 4:16 14:12 23:6 34 3 +M15256 0 631384 999-99-9 Inactive 4:34 14:27 23:4 28:1 66 4 +M15257 0 631385 999-99-9 Inactive 4:17 14:9 23:3 27:6 35 4 +M15258 0 631386 999-99-9 Inactive 4:23 14:19 23:3 27:4 49 4 +M15259 0 631387 999-99-9 Inactive 4:23 14:18 23:4 27:5 50 4 +M15260 0 631405 999-99-9 Inactive 4:30 14:35 23:1 27:3 36:1 70 5 +M15261 0 631406 999-99-9 Inactive 4:13 14:16 27:8 37 3 +M15262 0 631407 999-99-9 Inactive 4:22 14:24 23:4 50 3 +M15263 0 631410 999-99-9 Inactive 4:14 14:17 23:1 27:5 37 4 +M15264 0 631441 999-99-9 Inactive 4:2 6:1 7:1 14:14 23:9 27 5 +M15265 0 631442 999-99-9 Inactive 4:2 6:1 7:1 14:14 23:9 27 5 +M15266 0 631443 999-99-9 Inactive 4:7 6:1 7:1 14:16 23:9 34 5 +M15267 0 631444 999-99-9 Inactive 4:2 6:1 7:1 14:11 23:10 25 5 +M15268 0 631445 999-99-9 Inactive 4:2 6:1 7:1 14:13 23:10 27:1 28 6 +M15269 0 631446 999-99-9 Inactive 4:2 6:1 7:1 14:11 23:9 27:2 26 6 +M15270 0 631447 999-99-9 Inactive 4:2 6:1 7:1 14:13 23:13 30 5 +M15271 0 631448 999-99-9 Inactive 4:10 14:14 27:3 27 3 +M15272 0 631449 999-99-9 Inactive 4:9 14:12 27:4 25 3 +M15273 0 631450 999-99-9 Inactive 4:30 10:1 14:28 23:10 27:4 34:2 75 6 +M15274 0 631451 999-99-9 Inactive 4:30 6:1 10:1 14:28 23:10 27:4 34:2 76 7 +M15275 0 631452 999-99-9 Inactive 4:28 14:36 27:4 68 3 +M15276 0 631453 999-99-9 Inactive 4:6 7:1 14:10 18:1 23:2 27:8 28 6 +M15277 0 631454 999-99-9 Inactive 4:2 7:1 14:10 18:1 23:14 28 5 +M15278 0 631455 999-99-9 Inactive 4:12 7:1 14:11 23:2 27:2 28 5 +M15279 0 631456 999-99-9 Inactive 4:26 7:1 14:20 23:2 27:8 34:2 59 6 +M15280 0 631457 999-99-9 Inactive 4:28 7:1 14:26 23:2 27:2 59 5 +M15281 0 631458 999-99-9 Inactive 7:1 14:13 23:5 27:6 34:2 27 5 +M15282 0 631459 999-99-9 Inactive 4:26 7:1 14:24 23:2 27:8 34:2 63 6 +M15283 0 631460 999-99-9 Inactive 4:2 6:3 7:1 14:8 23:2 27:2 18 6 +M15284 0 631461 999-99-9 Inactive 7:1 14:11 23:7 27:12 31 4 +M15285 0 631462 999-99-9 Inactive 4:2 7:1 14:6 18:1 23:6 27:8 24 6 +M15286 0 631463 999-99-9 Inactive 7:1 14:14 23:4 27:6 34:1 26 5 +M15287 0 631464 999-99-9 Inactive 4:22 7:1 14:24 23:2 27:8 57 5 +M15288 0 631465 999-99-9 Inactive 4:4 7:1 14:8 18:1 23:2 27:6 22 6 +M15289 0 631466 999-99-9 Inactive 4:4 7:1 14:10 18:1 23:2 27:6 24 6 +M15290 0 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999-99-9 Inactive 4:16 14:16 27:1 33 3 +M15308 0 631509 999-99-9 Inactive 4:21 6:1 14:15 27:2 39 4 +M15309 0 631510 999-99-9 Inactive 4:18 14:20 27:3 41 3 +M15310 0 631511 999-99-9 Inactive 4:17 14:18 27:3 38 3 +M15311 0 631512 999-99-9 Inactive 4:16 14:10 27:3 29 3 +M15312 0 631513 999-99-9 Inactive 4:25 14:16 23:2 27:2 45 4 +M15313 0 631514 999-99-9 Inactive 4:19 14:16 27:2 37 3 +M15314 0 631515 999-99-9 Inactive 4:23 14:16 27:1 40 3 +M15315 0 631516 999-99-9 Inactive 4:21 14:18 23:6 27:3 34:2 50 5 +M15316 0 631517 999-99-9 Inactive 4:19 14:12 23:4 27:2 34:2 39 5 +M15317 0 631518 999-99-9 Inactive 4:10 6:3 14:8 23:1 27:3 25 5 +M15318 0 631519 999-99-9 Inactive 4:19 6:2 14:11 23:5 27:3 34:2 42 6 +M15319 0 631520 999-99-9 Inactive 4:27 14:20 23:4 27:5 34:1 57 5 +M15320 0 631521 999-99-9 Inactive 4:17 6:2 14:8 23:2 27:2 34:1 32 6 +M15321 0 631522 999-99-9 Inactive 4:14 14:10 23:2 27:2 34:1 29 5 +M15322 0 631523 999-99-9 Inactive 4:18 6:1 14:9 23:2 27:4 34:1 35 6 +M15323 0 631524 999-99-9 Inactive 4:15 14:21 23:1 27:3 40 4 +M15324 0 631525 999-99-9 Inactive 4:13 14:6 23:2 27:2 34:1 24 5 +M15325 0 631526 999-99-9 Inactive 4:17 14:9 23:3 27:4 34:1 34 5 +M15326 0 631527 999-99-9 Inactive 4:17 6:1 14:9 23:2 27:2 34:1 32 6 +M15327 0 631528 999-99-9 Inactive 4:17 6:1 14:9 23:2 27:2 34:1 32 6 +M15328 0 631529 999-99-9 Inactive 4:17 6:1 14:9 23:2 27:2 34:1 32 6 +M15329 0 631530 999-99-9 Inactive 4:21 14:16 23:2 27:3 34:1 43 5 +M15330 0 631531 999-99-9 Inactive 4:28 9:1 14:22 23:1 34:1 53 5 +M15331 0 631532 999-99-9 Inactive 4:25 9:1 14:18 23:1 27:1 34:1 47 6 +M15332 0 631533 999-99-9 Inactive 4:23 14:19 23:3 27:4 34:1 50 5 +M15333 0 631534 999-99-9 Inactive 4:21 6:1 14:15 23:2 27:3 34:1 43 6 +M15334 0 631535 999-99-9 Inactive 4:29 14:21 23:1 34:1 52 4 +M15335 0 631536 999-99-9 Inactive 4:21 14:18 23:2 27:1 34:1 43 5 +M15336 0 631537 999-99-9 Inactive 4:25 14:21 23:1 27:1 34:1 49 5 +M15337 0 631538 999-99-9 Inactive 4:25 14:21 23:1 27:1 34:1 49 5 +M15338 0 631539 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999-99-9 Inactive 4:8 6:3 14:26 23:6 31:2 45 5 +M15785 0 632819 999-99-9 Inactive 4:10 6:2 14:10 23:2 31:1 25 5 +M15786 0 632820 999-99-9 Inactive 4:10 6:2 14:10 23:2 31:1 25 5 +M15787 0 632821 999-99-9 Inactive 4:27 6:1 14:39 23:2 27:4 73 5 +M15788 0 632822 999-99-9 Inactive 4:20 9:2 14:20 23:2 27:2 46 5 +M15789 0 632823 999-99-9 Inactive 4:22 14:22 23:2 27:6 52 4 +M15790 0 632824 999-99-9 Inactive 4:34 14:34 23:2 27:4 74 4 +M15791 0 632825 999-99-9 Inactive 4:32 14:30 23:2 27:4 68 4 +M15792 0 632826 999-99-9 Inactive 4:22 14:26 23:2 27:2 52 4 +M15793 0 632827 999-99-9 Inactive 4:22 14:26 23:2 27:4 54 4 +M15794 0 632828 999-99-9 Inactive 4:20 6:2 14:20 23:2 27:2 46 5 +M15795 0 632829 999-99-9 Inactive 4:20 6:4 14:18 23:2 27:2 46 5 +M15796 0 632830 999-99-9 Inactive 4:20 9:2 14:16 27:1 39 4 +M15797 0 632831 999-99-9 Inactive 3:2 4:20 14:16 27:1 39 4 +M15798 0 632832 999-99-9 Inactive 4:22 14:18 27:5 45 3 +M15799 0 632833 999-99-9 Inactive 4:34 14:30 27:3 67 3 +M15800 0 632834 999-99-9 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999-99-9 Inactive 3:1 4:20 14:20 23:5 46 4 +M15817 0 632851 999-99-9 Inactive 4:19 6:2 14:17 23:5 43 4 +M15818 0 632852 999-99-9 Inactive 4:19 6:1 14:31 23:2 27:3 56 5 +M15819 0 632853 999-99-9 Active 4:17 6:1 14:31 23:2 27:1 52 5 +M15820 0 632858 999-99-9 Inactive 4:10 9:1 14:11 23:2 27:4 28 5 +M15821 0 632898 999-99-9 Inactive 4:6 14:10 23:1 27:8 28:1 26 5 +M15822 0 632899 999-99-9 Inactive 4:27 14:22 23:2 27:2 53 4 +M15823 0 632900 999-99-9 Inactive 4:17 14:21 23:3 27:1 42 4 +M15824 0 632901 999-99-9 Inactive 4:22 6:1 14:18 23:1 27:4 46 5 +M15825 0 632902 999-99-9 Inactive 4:16 14:14 23:2 27:1 33 4 +M15826 0 632903 999-99-9 Inactive 4:18 6:2 14:14 23:2 27:2 38 5 +M15827 0 632904 999-99-9 Inactive 4:25 14:22 23:2 27:2 51 4 +M15828 0 632905 999-99-9 Inactive 4:23 6:1 14:16 23:3 27:2 45 5 +M15829 0 632906 999-99-9 Inactive 4:23 14:17 23:3 27:2 45 4 +M15830 0 632907 999-99-9 Inactive 4:19 6:1 14:16 23:3 27:2 41 5 +M15831 0 632908 999-99-9 Inactive 4:13 6:1 14:15 23:2 27:1 32 5 +M15832 0 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Inactive 4:38 14:33 23:9 27:5 34:2 87 5 +M15911 0 633019 999-99-9 Inactive 4:34 14:27 23:7 27:7 34:2 77 5 +M15912 0 633020 999-99-9 Inactive 4:28 6:1 14:24 23:9 27:5 34:2 69 6 +M15913 0 633021 999-99-9 Inactive 4:38 6:1 14:32 23:9 27:5 34:2 87 6 +M15914 0 633022 999-99-9 Inactive 4:34 6:1 14:26 23:7 27:7 34:2 77 6 +M15915 0 633023 999-99-9 Inactive 4:28 6:1 14:24 23:9 27:5 34:2 69 6 +M15916 0 633024 999-99-9 Inactive 4:38 6:1 14:32 23:9 27:5 34:2 87 6 +M15917 0 633025 999-99-9 Inactive 4:34 6:1 14:26 23:7 27:7 34:2 77 6 +M15918 0 633026 999-99-9 Inactive 4:27 14:23 23:7 27:5 34:2 64 5 +M15919 0 633027 999-99-9 Inactive 4:32 14:27 23:7 27:5 34:2 73 5 +M15920 0 633028 999-99-9 Active 4:30 14:24 23:6 27:6 34:2 68 5 +M15921 0 633029 999-99-9 Inactive 4:27 14:23 23:7 27:5 34:2 64 5 +M15922 0 633030 999-99-9 Inactive 4:33 14:29 23:9 27:5 34:2 78 5 +M15923 0 633031 999-99-9 Active 4:31 14:26 23:8 27:6 34:2 73 5 +M15924 0 633032 999-99-9 Inactive 4:32 14:27 23:7 27:5 34:2 73 5 +M15925 0 633033 999-99-9 Inactive 4:33 14:29 23:9 27:5 34:2 78 5 +M15926 0 633034 999-99-9 Inactive 4:36 14:30 23:8 27:6 34:2 82 5 +M15927 0 633035 999-99-9 Inactive 4:30 14:24 23:6 27:6 34:2 68 5 +M15928 0 633036 999-99-9 Active 4:31 14:26 23:8 27:6 34:2 73 5 +M15929 0 633037 999-99-9 Inactive 4:36 14:30 23:8 27:6 34:2 82 5 +M15930 0 633038 999-99-9 Inactive 4:27 6:1 14:22 23:7 27:5 34:2 64 6 +M15931 0 633039 999-99-9 Inactive 4:33 6:1 14:28 23:9 27:5 34:2 78 6 +M15932 0 633040 999-99-9 Inactive 4:31 6:1 14:25 23:8 27:6 34:2 73 6 +M15933 0 633041 999-99-9 Inactive 4:33 6:1 14:28 23:9 27:5 34:2 78 6 +M15934 0 633042 999-99-9 Inactive 4:36 6:1 14:29 23:8 27:6 34:2 82 6 +M15935 0 633043 999-99-9 Inactive 4:30 6:1 14:23 23:6 27:6 34:2 68 6 +M15936 0 633044 999-99-9 Inactive 4:31 6:1 14:25 23:8 27:6 34:2 73 6 +M15937 0 633045 999-99-9 Inactive 4:36 6:1 14:29 23:8 27:6 34:2 82 6 +M15938 0 633046 999-99-9 Inactive 4:32 6:1 14:26 23:7 27:5 34:2 73 6 +M15939 0 633047 999-99-9 Inactive 4:33 6:1 14:28 23:9 27:5 34:2 78 6 +M15940 0 633048 999-99-9 Inactive 4:33 6:1 14:28 23:9 27:5 34:2 78 6 +M15941 0 633054 999-99-9 Inactive 4:21 14:28 27:10 59 3 +M15942 0 633055 999-99-9 Inactive 4:27 14:43 23:1 27:2 73 4 +M15943 0 633056 999-99-9 Inactive 4:28 14:39 23:1 27:3 71 4 +M15944 0 633057 999-99-9 Inactive 4:27 14:37 23:1 27:3 68 4 +M15945 0 633058 999-99-9 Inactive 4:27 14:35 23:1 27:3 66 4 +M15946 0 633059 999-99-9 Inactive 4:18 9:1 14:28 23:3 27:7 57 5 +M15947 0 633060 999-99-9 Inactive 4:22 9:1 14:36 23:3 27:7 69 5 +M15948 0 633061 999-99-9 Inactive 4:26 9:1 14:34 23:3 27:9 73 5 +M15949 0 633062 999-99-9 Inactive 4:30 9:1 14:42 23:3 27:9 85 5 +M15950 0 633063 999-99-9 Inactive 4:26 9:1 14:42 23:3 27:8 80 5 +M15951 0 633064 999-99-9 Inactive 4:30 9:1 14:50 23:3 27:8 92 5 +M15952 0 633065 999-99-9 Inactive 4:34 9:1 14:58 23:3 27:8 104 5 +M15953 0 633066 999-99-9 Inactive 4:38 9:1 14:66 23:3 27:8 116 5 +M15954 0 633067 999-99-9 Inactive 4:34 9:1 14:48 23:3 27:10 96 5 +M15955 0 633068 999-99-9 Inactive 4:38 9:1 14:56 23:3 27:10 108 5 +M15956 0 633069 999-99-9 Inactive 4:42 9:1 14:64 23:3 27:10 120 5 +M15957 0 633070 999-99-9 Inactive 4:46 9:1 14:72 23:3 27:10 132 5 +M15958 0 633071 999-99-9 Inactive 4:30 14:22 27:10 62 3 +M15959 0 633072 999-99-9 Inactive 4:62 14:83 23:15 27:19 179 4 +M15960 0 633073 999-99-9 Inactive 4:54 14:86 23:16 27:18 174 4 +M15961 0 633074 999-99-9 Inactive 4:56 14:88 23:16 27:19 179 4 +M15962 0 633075 999-99-9 Inactive 4:54 14:85 23:15 27:19 173 4 +M15963 0 633076 999-99-9 Inactive 4:54 14:85 23:15 27:19 173 4 +M15964 0 633077 999-99-9 Inactive 4:74 14:105 23:19 27:23 221 4 +M15965 0 633078 999-99-9 Inactive 4:74 14:105 23:19 27:23 221 4 +M15966 0 633079 999-99-9 Inactive 4:48 14:74 23:14 27:18 154 4 +M15967 0 633080 999-99-9 Inactive 4:44 14:69 23:13 27:15 141 4 +M15968 0 633081 999-99-9 Inactive 4:38 14:57 23:11 27:14 120 4 +M15969 0 633082 999-99-9 Inactive 4:43 14:74 23:14 27:19 150 4 +M15970 0 633083 999-99-9 Inactive 4:48 14:79 23:13 27:16 156 4 +M15971 0 633084 999-99-9 Inactive 4:45 14:79 23:13 27:18 155 4 +M15972 0 633085 999-99-9 Inactive 4:46 14:80 23:14 27:17 157 4 +M15973 0 633086 999-99-9 Inactive 4:46 14:78 23:14 27:14 152 4 +M15974 0 633087 999-99-9 Inactive 4:58 14:93 23:15 27:14 180 4 +M15975 0 633091 999-99-9 Inactive 4:43 6:1 14:51 23:6 27:13 114 5 +M15976 0 633092 999-99-9 Inactive 4:45 14:56 23:6 27:13 120 4 +M15977 0 633093 999-99-9 Inactive 4:42 14:49 23:7 27:14 112 4 +M15978 0 633094 999-99-9 Inactive 4:18 14:16 23:2 24:1 27:10 34:3 50 6 +M15979 0 633095 999-99-9 Inactive 4:13 14:11 23:9 33 3 +M15980 0 633096 999-99-9 Inactive 4:15 14:17 27:1 28:1 34:1 35 5 +M15981 0 633097 999-99-9 Inactive 4:15 14:17 27:1 28:1 34:1 35 5 +M15982 0 633098 999-99-9 Inactive 4:24 14:23 23:3 27:3 53 4 +M15983 0 633099 999-99-9 Inactive 4:25 14:25 23:3 27:4 57 4 +M15984 0 633100 999-99-9 Inactive 4:24 6:1 14:22 23:3 27:3 53 5 +M15985 0 633101 999-99-9 Inactive 4:24 9:1 14:22 23:3 27:3 53 5 +M15986 0 633102 999-99-9 Inactive 4:24 14:23 23:3 27:2 52 4 +M15987 0 633103 999-99-9 Inactive 4:25 14:25 23:3 27:3 56 4 +M15988 0 633104 999-99-9 Active 4:24 6:1 14:22 23:3 27:2 52 5 +M15989 0 633105 999-99-9 Inactive 4:24 9:1 14:22 23:3 27:2 52 5 +M15990 0 633106 999-99-9 Inactive 4:25 14:25 23:3 27:2 55 4 +M15991 0 633107 999-99-9 Inactive 4:26 14:27 23:3 27:3 59 4 +M15992 0 633108 999-99-9 Inactive 4:25 6:1 14:24 23:3 27:2 55 5 +M15993 0 633109 999-99-9 Inactive 4:25 9:1 14:24 23:3 27:2 55 5 +M15994 0 633110 999-99-9 Inactive 4:21 14:17 23:3 27:3 44 4 +M15995 0 633111 999-99-9 Inactive 4:20 6:1 14:14 23:3 27:2 40 5 +M15996 0 633112 999-99-9 Inactive 4:20 9:1 14:14 23:3 27:2 40 5 +M15997 0 633113 999-99-9 Inactive 4:14 14:20 23:4 34:6 44 4 +M15998 0 633114 999-99-9 Inactive 4:19 14:21 23:3 27:5 48 4 +M15999 0 633115 999-99-9 Inactive 4:19 14:21 23:3 27:5 48 4 +M16000 0 633116 999-99-9 Inactive 4:19 14:20 23:2 34:1 42 4 +M16001 0 633117 999-99-9 Inactive 4:13 14:13 23:3 27:2 31 4 +M16002 0 633118 999-99-9 Inactive 4:21 14:23 23:3 27:1 48 4 +M16003 0 633119 999-99-9 Inactive 4:17 14:15 23:3 35 3 +M16004 0 633120 999-99-9 Inactive 4:39 14:31 23:6 27:4 28:1 34:1 82 6 +M16005 0 633121 999-99-9 Inactive 4:26 14:21 23:5 27:2 54 4 +M16006 0 633122 999-99-9 Inactive 4:28 6:2 14:32 27:10 28:2 34:2 76 6 +M16007 0 633123 999-99-9 Inactive 4:64 6:1 13:1 14:137 23:4 207 5 +M16008 0 633124 999-99-9 Inactive 4:9 14:10 16:1 23:5 27:1 26 5 +M16009 0 633125 999-99-9 Inactive 4:9 14:9 23:5 27:1 24 4 +M16010 0 633126 999-99-9 Inactive 4:9 14:9 23:5 27:1 24 4 +M16011 0 633127 999-99-9 Inactive 4:9 6:1 14:7 23:4 27:1 22 5 +M16012 0 633128 999-99-9 Inactive 4:9 6:1 14:7 23:4 27:1 22 5 +M16013 0 633174 999-99-9 Inactive 4:9 14:16 23:2 27:1 28 4 +M16014 0 633175 999-99-9 Inactive 4:13 14:27 23:1 27:2 43 4 +M16015 0 633178 999-99-9 Inactive 4:20 6:2 14:18 23:2 27:2 34:4 48 6 +M16016 0 633179 999-99-9 Inactive 4:20 14:20 23:2 27:2 34:4 48 5 +M16017 0 633180 999-99-9 Inactive 4:30 14:26 23:4 27:2 34:2 64 5 +M16018 0 633181 999-99-9 Inactive 4:25 14:20 23:4 27:4 34:2 55 5 +M16019 0 633182 999-99-9 Inactive 4:26 14:22 23:4 27:2 34:4 58 5 +M16020 0 633183 999-99-9 Inactive 4:18 14:13 23:3 27:2 34:2 38 5 +M16021 0 633184 999-99-9 Inactive 4:19 14:15 23:3 27:2 34:2 41 5 +M16022 0 633185 999-99-9 Inactive 4:19 14:15 23:3 27:2 34:2 41 5 +M16023 0 633186 999-99-9 Inactive 4:16 14:12 23:4 34:2 34 4 +M16024 0 633187 999-99-9 Inactive 4:17 14:14 23:4 34:2 37 4 +M16025 0 633188 999-99-9 Inactive 4:17 14:14 23:4 34:2 37 4 +M16026 0 633189 999-99-9 Inactive 4:16 6:1 14:11 23:4 34:2 34 5 +M16027 0 633190 999-99-9 Inactive 4:23 14:16 23:4 27:1 34:1 45 5 +M16028 0 633191 999-99-9 Inactive 4:23 14:16 23:4 27:1 34:2 46 5 +M16029 0 633192 999-99-9 Inactive 4:17 14:13 23:5 34:3 38 4 +M16030 0 633193 999-99-9 Inactive 4:18 14:12 23:4 34:2 36 4 +M16031 0 633194 999-99-9 Inactive 4:11 14:9 23:3 27:1 34:1 25 5 +M16032 0 633203 999-99-9 Inactive 4:19 6:1 14:15 23:4 27:5 34:1 45 6 +M16033 0 633204 999-99-9 Inactive 4:25 14:28 27:1 54 3 +M16034 0 633205 999-99-9 Inactive 4:22 14:21 23:5 27:1 49 4 +M16035 0 633206 999-99-9 Inactive 4:18 14:14 27:2 34 3 +M16036 0 633207 999-99-9 Inactive 4:18 14:22 23:4 44 3 +M16037 0 633208 999-99-9 Inactive 4:26 14:30 23:6 62 3 +M16038 0 633209 999-99-9 Inactive 4:13 6:2 14:8 23:4 27:2 34:1 30 6 +M16039 0 633210 999-99-9 Inactive 4:14 6:1 14:11 23:4 27:2 34:1 33 6 +M16040 0 633211 999-99-9 Inactive 4:16 6:1 14:15 23:4 36 4 +M16041 0 633212 999-99-9 Inactive 4:16 6:1 14:15 23:4 36 4 +M16042 0 633213 999-99-9 Inactive 4:16 14:11 23:3 34:2 32 4 +M16043 0 633214 999-99-9 Inactive 4:10 14:13 23:5 27:2 30 4 +M16044 0 633215 999-99-9 Inactive 4:10 6:1 9:1 14:10 23:4 27:2 28 6 +M16045 0 633216 999-99-9 Inactive 4:9 14:18 27:3 30 3 +M16046 0 633217 999-99-9 Inactive 4:11 14:20 27:4 35 3 +M16047 0 633218 999-99-9 Inactive 4:13 14:27 23:1 27:2 43 4 +M16048 0 633219 999-99-9 Inactive 4:15 14:22 27:2 34:1 40 4 +M16049 0 633220 999-99-9 Inactive 4:9 9:1 14:17 27:2 29 4 +M16050 0 633221 999-99-9 Inactive 4:9 14:16 27:3 28 3 +M16051 0 633230 999-99-9 Inactive 4:14 14:10 27:4 34:2 30 4 +M16052 0 633231 999-99-9 Inactive 4:16 14:14 27:4 34:2 36 4 +M16053 0 633232 999-99-9 Active 4:18 14:18 27:4 34:2 42 4 +M16054 0 633234 999-99-9 Inactive 4:25 14:21 23:3 24:1 27:11 34:3 64 6 +M16055 0 633235 999-99-9 Active 4:18 14:20 27:6 44 3 +M16056 0 633239 999-99-9 Inactive 4:26 14:18 34:1 45 3 +M16057 0 633240 999-99-9 Inactive 4:28 14:18 27:1 47 3 +M16058 0 633241 999-99-9 Inactive 4:24 14:16 27:1 41 3 +M16059 0 633242 999-99-9 Inactive 4:19 9:2 14:11 23:1 27:2 35 5 +M16060 0 633244 999-99-9 Inactive 4:23 9:6 14:14 23:2 27:3 48 5 +M16061 0 633245 999-99-9 Inactive 4:16 14:18 23:4 27:4 42 4 +M16062 0 633246 999-99-9 Inactive 4:23 14:22 23:4 27:5 54 4 +M16063 0 633247 999-99-9 Inactive 4:9 14:7 23:1 27:3 20 4 +M16064 0 633248 999-99-9 Inactive 4:78 14:46 23:4 27:4 34:1 133 5 +M16065 0 633249 999-99-9 Inactive 4:61 14:29 23:5 27:11 106 4 +M16066 0 633250 999-99-9 Inactive 4:31 14:14 23:4 27:5 54 4 +M16067 0 633251 999-99-9 Inactive 4:81 14:50 23:2 27:4 137 4 +M16068 0 633252 999-99-9 Inactive 4:68 14:40 23:2 27:5 115 4 +M16069 0 633253 999-99-9 Inactive 4:28 14:18 23:2 27:4 52 4 +M16070 0 633254 999-99-9 Inactive 4:64 14:50 27:2 116 3 +M16071 0 633255 999-99-9 Inactive 4:29 14:20 27:4 53 3 +M16072 0 633256 999-99-9 Inactive 4:31 14:18 23:4 27:7 60 4 +M16073 0 633257 999-99-9 Inactive 4:19 14:9 23:3 27:5 36 4 +M16074 0 633258 999-99-9 Inactive 4:26 14:16 23:4 27:4 50 4 +M16075 0 633259 999-99-9 Inactive 4:22 6:1 14:15 23:2 27:2 42 5 +M16076 0 633260 999-99-9 Inactive 4:13 14:13 23:3 27:3 34:1 33 5 +M16077 0 633261 999-99-9 Inactive 4:14 14:15 23:3 27:3 34:1 36 5 +M16078 0 633262 999-99-9 Inactive 4:16 14:19 23:3 27:3 34:1 42 5 +M16079 0 633263 999-99-9 Inactive 4:13 14:12 23:4 27:5 34:1 35 5 +M16080 0 633264 999-99-9 Inactive 4:12 14:12 23:4 27:3 34:1 32 5 +M16081 0 633265 999-99-9 Inactive 4:13 14:14 23:4 27:3 34:1 35 5 +M16082 0 633266 999-99-9 Inactive 4:15 14:18 23:4 27:3 34:1 41 5 +M16083 0 633267 999-99-9 Inactive 4:12 14:11 23:5 27:5 34:1 34 5 +M16084 0 633268 999-99-9 Inactive 4:15 10:1 14:20 23:5 34:1 42 5 +M16085 0 633269 999-99-9 Inactive 4:15 8:1 14:20 23:5 34:1 42 5 +M16086 0 633270 999-99-9 Inactive 4:16 10:1 14:22 23:5 34:1 45 5 +M16087 0 633271 999-99-9 Inactive 4:16 8:1 14:22 23:5 34:1 45 5 +M16088 0 633272 999-99-9 Inactive 4:15 10:1 14:20 23:5 34:1 42 5 +M16089 0 633273 999-99-9 Inactive 4:15 8:1 14:20 23:5 34:1 42 5 +M16090 0 633274 999-99-9 Inactive 4:15 10:1 14:20 23:5 34:1 42 5 +M16091 0 633275 999-99-9 Inactive 4:15 8:1 14:20 23:5 34:1 42 5 +M16092 0 633276 999-99-9 Inactive 4:14 10:1 14:18 23:5 34:1 39 5 +M16093 0 633277 999-99-9 Inactive 4:14 8:1 14:18 23:5 34:1 39 5 +M16094 0 633317 999-99-9 Inactive 4:15 14:14 23:4 34:1 34 4 +M16095 0 633320 999-99-9 Inactive 4:12 14:9 23:1 27:2 24 4 +M16096 0 633321 999-99-9 Inactive 4:13 14:13 23:1 27:5 32 4 +M16097 0 633329 999-99-9 Inactive 4:12 9:7 10:1 14:5 16:1 23:1 27:4 31 7 +M16098 0 633330 999-99-9 Inactive 4:15 9:7 10:1 14:8 16:1 23:2 27:2 36 7 +M16099 0 633331 999-99-9 Inactive 4:31 9:7 10:1 14:22 16:1 27:2 28:2 66 7 +M16100 0 633332 999-99-9 Inactive 4:7 9:3 27:6 17 4 +M16101 0 633333 999-99-9 Inactive 4:7 9:3 14:1 21:1 27:7 19 5 +M16102 0 633334 999-99-9 Inactive 4:42 6:2 14:42 26:1 28:4 91 5 +M16103 0 633335 999-99-9 Inactive 4:34 6:1 9:6 14:33 26:1 28:4 79 6 +M16104 0 633336 999-99-9 Inactive 4:34 6:2 14:33 28:3 31:1 73 5 +M16105 0 633337 999-99-9 Inactive 4:34 6:2 14:33 17:1 28:3 73 5 +M16106 0 633338 999-99-9 Inactive 4:34 14:29 28:3 66 3 +M16107 0 633339 999-99-9 Inactive 4:52 6:2 14:48 28:4 33:1 107 5 +M16108 0 633340 999-99-9 Inactive 4:15 6:1 32:1 17 3 +M16109 0 633341 999-99-9 Inactive 4:30 6:2 14:28 27:2 28:3 33:1 66 6 +M16110 0 633342 999-99-9 Inactive 4:9 27:3 33:1 13 3 +M16111 0 633343 999-99-9 Inactive 4:9 27:4 33:1 14 3 +M16112 0 633344 999-99-9 Inactive 4:16 9:6 27:1 28:1 32:1 25 5 +M16113 0 633345 999-99-9 Inactive 4:37 6:1 14:33 27:3 28:3 33:1 78 6 +M16114 0 633346 999-99-9 Inactive 1:2 4:41 9:6 22:1 27:2 28:2 54 6 +M16115 0 633347 999-99-9 Inactive 1:2 4:37 14:33 27:3 28:1 77 6 +M16116 0 633348 999-99-9 Inactive 1:2 3:1 4:36 14:33 21:1 27:2 28:1 76 7 +M16117 0 633349 999-99-9 Inactive 1:2 4:37 14:33 22:1 27:3 28:1 77 6 +M16118 0 633350 999-99-9 Inactive 4:12 6:1 9:6 14:30 28:5 29:1 55 6 +M16119 0 633351 999-99-9 Inactive 4:14 14:30 27:2 28:4 51 5 +M16120 0 633352 999-99-9 Inactive 4:12 6:1 9:6 14:30 26:1 28:5 55 6 +M16121 0 633353 999-99-9 Inactive 4:27 14:29 22:1 27:3 28:3 63 5 +M16122 0 633354 999-99-9 Inactive 4:24 6:2 14:29 28:3 29:1 59 5 +M16123 0 633355 999-99-9 Inactive 4:24 6:1 9:6 14:29 26:1 28:4 65 6 +M16124 0 633357 999-99-9 Inactive 4:25 6:2 9:1 14:24 23:3 27:8 63 6 +M16125 0 633358 999-99-9 Inactive 4:25 6:2 14:25 23:3 27:8 63 5 +M16126 0 633359 999-99-9 Inactive 4:26 9:1 14:29 23:4 27:8 68 5 +M16127 0 633360 999-99-9 Inactive 4:27 14:32 23:4 27:8 71 4 +M16128 0 633361 999-99-9 Inactive 4:19 6:2 14:16 23:4 27:4 45 5 +M16129 0 633362 999-99-9 Inactive 4:19 6:3 14:15 23:4 27:4 45 5 +M16130 0 633363 999-99-9 Inactive 4:24 6:3 14:23 23:4 27:8 62 5 +M16131 0 633364 999-99-9 Inactive 4:19 6:2 9:1 14:15 23:4 27:4 45 6 +M16132 0 633365 999-99-9 Inactive 4:24 6:2 14:24 23:4 27:8 62 5 +M16133 0 633366 999-99-9 Inactive 4:26 14:30 23:4 27:8 68 4 +M16134 0 633367 999-99-9 Inactive 4:24 6:1 14:25 23:4 27:8 62 5 +M16135 0 633368 999-99-9 Inactive 4:18 6:2 14:14 23:4 27:3 41 5 +M16136 0 633369 999-99-9 Inactive 4:23 14:14 23:6 27:1 44 4 +M16137 0 633370 999-99-9 Inactive 4:24 14:16 23:6 27:1 47 4 +M16138 0 633371 999-99-9 Inactive 4:24 14:16 23:6 27:1 47 4 +M16139 0 633372 999-99-9 Inactive 4:23 6:1 14:13 23:6 27:1 44 5 +M16140 0 633373 999-99-9 Inactive 4:23 6:1 14:13 23:6 27:1 44 5 +M16141 0 633374 999-99-9 Inactive 3:1 4:23 14:13 23:6 27:1 44 5 +M16142 0 633379 999-99-9 Inactive 4:27 14:28 27:3 58 3 +M16143 0 633380 999-99-9 Inactive 4:27 14:28 27:2 57 3 +M16144 0 633381 999-99-9 Inactive 4:26 14:26 27:3 55 3 +M16145 0 633382 999-99-9 Inactive 4:14 14:13 23:3 27:2 32 4 +M16146 0 633383 999-99-9 Inactive 4:20 14:18 27:6 44 3 +M16147 0 633384 999-99-9 Inactive 4:18 14:27 23:3 27:1 49 4 +M16148 0 633385 999-99-9 Inactive 4:24 14:15 23:9 27:9 34:3 60 5 +M16149 0 633386 999-99-9 Inactive 4:21 14:14 27:2 34:2 39 4 +M16150 0 633387 999-99-9 Inactive 4:11 14:18 27:5 34 3 +M16151 0 633390 999-99-9 Inactive 4:22 14:18 23:6 46 3 +M16152 0 633391 999-99-9 Inactive 4:13 14:12 23:4 29 3 +M16153 0 633392 999-99-9 Inactive 4:16 14:9 23:5 30 3 +M16154 0 633393 999-99-9 Inactive 4:20 14:22 23:4 27:1 47 4 +M16155 0 633394 999-99-9 Inactive 4:22 14:26 23:4 27:1 53 4 +M16156 0 633395 999-99-9 Inactive 4:32 14:30 23:4 27:1 67 4 +M16157 0 633396 999-99-9 Inactive 4:23 14:26 23:4 27:1 54 4 +M16158 0 633397 999-99-9 Inactive 4:28 14:29 23:5 27:1 63 4 +M16159 0 633398 999-99-9 Inactive 4:28 6:1 14:28 23:5 27:1 63 5 +M16160 0 633399 999-99-9 Inactive 4:20 14:24 23:4 48 3 +M16161 0 633400 999-99-9 Inactive 4:22 14:28 23:4 54 3 +M16162 0 633401 999-99-9 Inactive 4:23 14:28 23:4 55 3 +M16163 0 633402 999-99-9 Inactive 4:28 14:31 23:5 64 3 +M16164 0 633403 999-99-9 Inactive 4:28 6:1 14:30 23:5 64 4 +M16165 0 633404 999-99-9 Inactive 4:21 14:24 23:4 27:1 50 4 +M16166 0 633405 999-99-9 Inactive 4:23 14:28 23:4 27:1 56 4 +M16167 0 633406 999-99-9 Inactive 4:24 14:28 23:4 27:1 57 4 +M16168 0 633407 999-99-9 Inactive 4:29 14:31 23:5 27:1 66 4 +M16169 0 633408 999-99-9 Inactive 4:29 6:1 14:30 23:5 27:1 66 5 +M16170 0 633409 999-99-9 Inactive 4:21 14:26 23:4 51 3 +M16171 0 633410 999-99-9 Inactive 4:23 14:30 23:4 57 3 +M16172 0 633411 999-99-9 Inactive 4:24 14:30 23:4 58 3 +M16173 0 633412 999-99-9 Inactive 4:29 14:33 23:5 67 3 +M16174 0 633413 999-99-9 Inactive 4:29 6:1 14:32 23:5 67 4 +M16175 0 633414 999-99-9 Inactive 4:12 14:26 24:1 27:4 34:1 44 5 +M16176 0 633415 999-99-9 Inactive 4:14 14:32 23:2 27:4 34:1 53 5 +M16177 0 633421 999-99-9 Inactive 4:28 14:24 23:4 24:1 27:12 34:4 73 6 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999-99-9 Inactive 4:28 6:1 14:26 23:5 27:2 62 5 +M16308 0 633666 999-99-9 Inactive 4:9 14:8 23:4 27:2 23 4 +M16309 0 633667 999-99-9 Inactive 4:9 14:8 23:4 27:1 34:1 23 5 +M16310 0 633668 999-99-9 Inactive 4:13 14:11 23:7 27:3 34:1 35 5 +M16311 0 633669 999-99-9 Inactive 4:18 14:24 23:6 48 3 +M16312 0 633670 999-99-9 Inactive 4:28 14:38 23:6 72 3 +M16313 0 633671 999-99-9 Inactive 4:12 14:18 23:2 27:4 36 4 +M16314 0 633672 999-99-9 Inactive 4:17 6:2 14:11 23:5 27:2 34:1 38 6 +M16315 0 633673 999-99-9 Inactive 4:19 14:17 23:5 27:4 34:1 46 5 +M16316 0 633674 999-99-9 Inactive 4:13 14:19 23:1 27:2 34:2 37 5 +M16317 0 633676 999-99-9 Inactive 4:22 14:34 27:4 60 3 +M16318 0 633686 999-99-9 Inactive 4:20 14:43 23:1 27:2 66 4 +M16319 0 633711 999-99-9 Inactive 4:18 9:6 14:11 23:1 27:3 39 5 +M16320 0 633712 999-99-9 Inactive 4:19 9:6 14:13 23:1 27:3 42 5 +M16321 0 633714 999-99-9 Inactive 4:21 6:2 14:23 23:1 27:6 53 5 +M16322 0 633715 999-99-9 Inactive 3:2 4:25 14:31 23:1 27:6 65 5 +M16323 0 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Inactive 4:6 6:2 14:3 23:3 27:3 17 5 +M16898 0 634644 999-99-9 Inactive 4:17 14:15 23:1 27:2 35 4 +M16899 0 634645 999-99-9 Inactive 4:28 14:29 23:3 27:3 63 4 +M16900 0 634646 999-99-9 Inactive 4:18 14:17 23:1 27:3 39 4 +M16901 0 634647 999-99-9 Inactive 4:18 14:17 23:1 27:3 39 4 +M16902 0 634648 999-99-9 Inactive 4:29 14:28 23:4 27:6 67 4 +M16903 0 634649 999-99-9 Inactive 4:16 14:17 23:1 27:3 37 4 +M16904 0 634651 999-99-9 Inactive 4:18 14:17 23:1 27:3 39 4 +M16905 0 634652 999-99-9 Inactive 4:29 6:1 14:28 23:3 27:2 63 5 +M16906 0 634653 999-99-9 Inactive 4:12 6:3 14:7 27:3 25 4 +M16907 0 634654 999-99-9 Inactive 4:12 6:2 9:1 14:7 27:3 25 5 +M16908 0 634655 999-99-9 Inactive 4:18 6:2 14:8 23:2 27:4 34:1 35 6 +M16909 0 634656 999-99-9 Inactive 4:20 6:2 14:16 27:5 43 4 +M16910 0 634657 999-99-9 Inactive 4:11 14:9 23:3 27:5 28 4 +M16911 0 634658 999-99-9 Inactive 4:18 14:16 23:2 27:4 40 4 +M16912 0 634659 999-99-9 Inactive 4:26 6:1 14:23 23:6 27:5 61 5 +M16913 0 634660 999-99-9 Inactive 4:25 6:2 14:28 23:2 27:5 62 5 +M16914 0 634661 999-99-9 Inactive 4:15 14:17 23:1 27:6 39 4 +M16915 0 634662 999-99-9 Inactive 4:19 14:18 23:4 27:5 46 4 +M16916 0 634663 999-99-9 Inactive 4:13 14:15 23:5 27:3 34:1 37 5 +M16917 0 634664 999-99-9 Inactive 4:26 6:1 14:23 23:6 27:5 61 5 +M16918 0 634665 999-99-9 Inactive 4:14 14:18 23:4 27:1 34:1 38 5 +M16919 0 634666 999-99-9 Inactive 4:14 9:3 14:12 23:1 27:5 35 5 +M16920 0 634667 999-99-9 Inactive 4:20 6:5 14:11 23:4 27:2 34:1 43 6 +M16921 0 634668 999-99-9 Inactive 4:28 14:27 23:5 27:6 34:1 67 5 +M16922 0 634669 999-99-9 Inactive 4:33 14:38 23:4 27:6 81 4 +M16923 0 634670 999-99-9 Inactive 4:26 6:1 14:20 23:5 27:5 57 5 +M16924 0 634671 999-99-9 Inactive 4:22 6:1 14:18 23:5 27:3 34:1 50 6 +M16925 0 634672 999-99-9 Inactive 4:20 6:3 14:13 23:4 27:2 34:1 43 6 +M16926 0 634673 999-99-9 Inactive 4:29 14:28 23:4 27:6 67 4 +M16927 0 634674 999-99-9 Inactive 4:27 6:1 14:33 23:6 27:6 73 5 +M16928 0 634675 999-99-9 Inactive 4:27 14:25 23:5 27:6 34:1 64 5 +M16929 0 634676 999-99-9 Inactive 4:22 14:21 23:3 27:6 52 4 +M16930 0 634677 999-99-9 Inactive 4:28 14:27 23:5 27:6 34:1 67 5 +M16931 0 634678 999-99-9 Inactive 4:16 14:19 23:1 27:6 42 4 +M16932 0 634679 999-99-9 Inactive 4:13 14:16 23:4 27:2 34:1 36 5 +M16933 0 634680 999-99-9 Inactive 4:11 9:3 14:11 23:2 27:4 31 5 +M16934 0 634681 999-99-9 Inactive 4:10 9:1 14:13 23:2 27:4 30 5 +M16935 0 634682 999-99-9 Inactive 4:13 14:15 23:3 34:1 32 4 +M16936 0 634698 999-99-9 Active 4:41 6:1 14:59 23:14 27:6 121 5 +M16937 0 634699 999-99-9 Active 4:42 6:1 14:61 23:14 27:6 124 5 +M16938 0 634700 999-99-9 Inactive 4:38 14:60 27:10 108 3 +M16939 0 634701 999-99-9 Inactive 4:21 14:28 27:10 59 3 +M16940 0 634702 999-99-9 Inactive 4:30 14:46 27:10 86 3 +M16941 0 634703 999-99-9 Inactive 4:21 14:28 24:1 27:9 59 4 +M16942 0 634704 999-99-9 Inactive 4:17 14:20 27:10 47 3 +M16943 0 634705 999-99-9 Inactive 4:21 14:28 27:9 58 3 +M16944 0 634706 999-99-9 Inactive 4:20 14:26 27:10 56 3 +M16945 0 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Inactive 4:20 14:14 23:4 38 3 +M16963 0 634736 999-99-9 Inactive 4:20 14:14 23:4 38 3 +M16964 0 634737 999-99-9 Inactive 4:16 14:17 23:1 27:1 35 4 +M16965 0 634738 999-99-9 Inactive 4:14 14:18 27:4 34:1 37 4 +M16966 0 634740 999-99-9 Inactive 4:15 14:20 27:5 34:1 41 4 +M16967 0 634741 999-99-9 Inactive 4:76 14:94 23:4 174 3 +M16968 0 634742 999-99-9 Inactive 4:26 14:19 23:3 27:3 51 4 +M16969 0 634743 999-99-9 Inactive 4:17 14:19 23:1 27:2 36:1 40 5 +M16970 0 634744 999-99-9 Inactive 4:9 14:10 23:2 27:1 34:1 23 5 +M16971 0 634745 999-99-9 Inactive 4:18 14:21 23:3 27:2 44 4 +M16972 0 634746 999-99-9 Inactive 4:12 14:22 23:2 27:2 38 4 +M16973 0 634747 999-99-9 Inactive 4:17 14:14 27:5 36 3 +M16974 0 634748 999-99-9 Active 4:28 14:20 23:4 24:1 27:14 34:2 69 6 +M16975 0 634749 999-99-9 Active 4:34 14:24 23:4 24:1 27:22 34:6 91 6 +M16976 0 634750 999-99-9 Active 4:34 14:26 23:6 24:1 27:12 34:4 83 6 +M16977 0 634751 999-99-9 Active 4:34 14:24 23:4 24:1 27:14 34:4 81 6 +M16978 0 634752 999-99-9 Active 4:34 14:26 23:6 24:1 27:12 34:4 83 6 +M16979 0 634753 999-99-9 Active 4:34 14:26 23:6 24:1 27:18 34:6 91 6 +M16980 0 634754 999-99-9 Active 4:34 14:26 23:6 24:1 27:12 34:4 83 6 +M16981 0 634755 999-99-9 Active 4:34 14:28 23:6 24:1 27:20 34:6 95 6 +M16982 0 634756 999-99-9 Active 4:34 14:28 23:6 24:1 27:18 34:6 93 6 +M16983 0 634757 999-99-9 Active 4:34 14:26 23:4 24:1 27:14 34:4 83 6 +M16984 0 634758 999-99-9 Active 4:34 14:28 23:6 24:1 27:12 34:4 85 6 +M16985 0 634761 999-99-9 Inactive 3:2 4:39 14:33 23:1 27:1 28:2 79 7 +M16986 0 634762 999-99-9 Inactive 4:23 14:29 23:3 27:5 60 4 +M16987 0 634763 999-99-9 Inactive 4:23 14:29 23:5 27:6 63 4 +M16988 0 634764 999-99-9 Inactive 4:23 14:29 23:3 27:5 60 4 +M16989 0 634765 999-99-9 Inactive 4:23 14:28 23:4 27:6 61 4 +M16990 0 634766 999-99-9 Inactive 4:25 14:29 23:3 27:5 62 4 +M16991 0 634767 999-99-9 Inactive 4:25 14:28 23:4 27:6 63 4 +M16992 0 634768 999-99-9 Inactive 4:24 14:27 23:3 27:5 59 4 +M16993 0 634769 999-99-9 Inactive 4:24 14:26 23:4 27:6 60 4 +M16994 0 634770 999-99-9 Inactive 4:25 14:29 23:3 27:5 62 4 +M16995 0 634771 999-99-9 Inactive 4:8 14:8 23:2 27:4 22 4 +M16996 0 634772 999-99-9 Inactive 4:8 14:10 23:2 27:4 24 4 +M16997 0 634773 999-99-9 Inactive 4:8 14:9 23:3 27:5 25 4 +M16998 0 634774 999-99-9 Inactive 4:8 14:7 23:3 27:5 23 4 +M16999 0 634775 999-99-9 Inactive 4:7 14:7 23:3 27:2 19 4 +M17000 0 634776 999-99-9 Inactive 4:8 14:9 23:3 27:2 22 4 +M17001 0 634780 999-99-9 Inactive 3:2 4:20 14:20 23:2 27:2 46 5 +M17002 0 634781 999-99-9 Inactive 4:20 14:22 23:2 27:2 46 4 +M17003 0 634782 999-99-9 Inactive 4:14 14:17 23:1 27:2 34 4 +M17004 0 634783 999-99-9 Inactive 4:14 14:17 23:3 34:1 35 4 +M17005 0 634784 999-99-9 Inactive 4:24 6:1 14:27 23:2 27:2 56 5 +M17006 0 634785 999-99-9 Inactive 4:26 6:1 14:31 23:2 27:2 62 5 +M17007 0 634786 999-99-9 Inactive 4:27 6:1 14:31 23:2 27:2 63 5 +M17008 0 634787 999-99-9 Inactive 4:19 6:2 14:23 23:3 47 4 +M17009 0 634788 999-99-9 Inactive 4:10 14:21 16:1 23:2 27:1 35 5 +M17010 0 634789 999-99-9 Inactive 4:13 14:18 23:2 27:2 35 4 +M17011 0 634790 999-99-9 Inactive 4:26 14:24 23:2 52 3 +M17012 0 634791 999-99-9 Inactive 4:29 14:40 16:1 23:3 27:1 74 5 +M17013 0 634792 999-99-9 Inactive 4:23 14:26 16:1 23:1 27:3 54 5 +M17014 0 634793 999-99-9 Inactive 4:23 14:26 16:1 23:1 27:1 34:2 54 6 +M17015 0 634794 999-99-9 Inactive 4:21 9:2 14:20 16:1 23:1 27:1 46 6 +M17016 0 634795 999-99-9 Inactive 4:9 6:1 14:10 23:3 27:1 24 5 +M17017 0 634796 999-99-9 Inactive 4:10 14:13 23:3 27:2 28 4 +M17018 0 634797 999-99-9 Inactive 4:8 6:1 14:8 23:3 27:1 21 5 +M17019 0 634798 999-99-9 Inactive 4:9 14:11 23:3 27:2 25 4 +M17020 0 634799 999-99-9 Inactive 4:20 14:20 23:2 42 3 +M17021 0 634800 999-99-9 Inactive 4:30 14:40 23:2 27:3 75 4 +M17022 0 634802 999-99-9 Inactive 4:37 14:66 27:8 111 3 +M17023 0 634803 999-99-9 Inactive 4:43 14:68 27:10 121 3 +M17024 0 634812 999-99-9 Inactive 4:50 14:85 23:17 27:12 164 4 +M17025 0 634813 999-99-9 Inactive 4:50 14:84 23:16 27:13 163 4 +M17026 0 634814 999-99-9 Inactive 4:58 14:94 23:16 27:13 181 4 +M17027 0 634815 999-99-9 Inactive 4:46 14:74 23:10 27:14 144 4 +M17028 0 634816 999-99-9 Inactive 4:46 14:80 23:16 27:12 154 4 +M17029 0 634817 999-99-9 Inactive 4:48 14:74 23:14 27:18 154 4 +M17030 0 634818 999-99-9 Inactive 4:42 14:67 23:11 27:17 137 4 +M17031 0 634819 999-99-9 Inactive 4:38 14:61 23:9 27:15 123 4 +M17032 0 634820 999-99-9 Inactive 4:42 14:63 23:13 27:17 135 4 +M17033 0 634821 999-99-9 Inactive 4:14 14:25 23:5 27:6 50 4 +M17034 0 634822 999-99-9 Inactive 4:22 14:33 23:5 27:10 70 4 +M17035 0 634823 999-99-9 Inactive 4:21 14:31 23:5 27:11 68 4 +M17036 0 634824 999-99-9 Inactive 4:25 14:35 23:5 27:9 74 4 +M17037 0 634825 999-99-9 Inactive 4:71 14:117 23:19 27:23 230 4 +M17038 0 634826 999-99-9 Inactive 2:1 4:28 22:1 23:2 27:5 37 5 +M17039 0 634827 999-99-9 Inactive 2:1 4:10 23:2 27:5 19 5 +M17040 0 634828 999-99-9 Inactive 4:36 14:78 28:4 34:3 121 4 +M17041 0 634829 999-99-9 Inactive 4:15 14:33 28:1 34:1 50 4 +M17042 0 634830 999-99-9 Inactive 4:14 14:32 28:2 34:1 49 4 +M17043 0 634831 999-99-9 Inactive 2:3 4:18 14:21 23:12 30:1 55 5 +M17044 0 634832 999-99-9 Inactive 2:3 4:18 14:22 23:12 56 5 +M17045 0 634833 999-99-9 Inactive 2:3 4:18 14:22 23:12 56 5 +M17046 0 634834 999-99-9 Inactive 2:3 4:18 12:1 14:22 23:12 56 5 +M17047 0 634835 999-99-9 Inactive 2:3 4:18 14:22 23:12 56 5 +M17048 0 634836 999-99-9 Inactive 2:3 4:18 14:22 23:12 56 5 +M17049 0 634837 999-99-9 Inactive 4:42 6:3 14:54 28:4 104 5 +M17050 0 634838 999-99-9 Inactive 4:42 6:1 7:1 9:6 14:42 28:5 97 6 +M17051 0 634839 999-99-9 Inactive 4:38 27:4 28:3 46 4 +M17052 0 634840 999-99-9 Inactive 4:37 14:33 26:1 27:3 28:3 77 5 +M17053 0 634841 999-99-9 Inactive 4:36 14:33 26:1 27:2 28:3 75 5 +M17054 0 634842 999-99-9 Inactive 4:38 14:36 21:1 27:3 28:3 81 5 +M17055 0 634843 999-99-9 Inactive 4:45 9:6 21:2 23:2 27:3 28:4 62 6 +M17056 0 634844 999-99-9 Inactive 3:1 4:36 14:33 21:1 27:2 28:3 76 6 +M17057 0 634845 999-99-9 Inactive 4:34 6:3 14:33 28:3 32:1 74 5 +M17058 0 634846 999-99-9 Inactive 4:42 10:1 27:2 28:3 48 4 +M17059 0 634847 999-99-9 Inactive 4:25 10:2 23:2 27:7 28:2 38 5 +M17060 0 634848 999-99-9 Inactive 3:1 4:12 14:1 21:2 23:1 27:6 28:1 24 7 +M17061 0 634849 999-99-9 Inactive 4:17 14:28 22:1 23:2 27:5 28:1 54 6 +M17062 0 634850 999-99-9 Inactive 3:1 4:10 10:1 14:14 23:1 27:4 28:1 32 7 +M17063 0 634851 999-99-9 Inactive 4:19 10:2 23:2 27:7 28:2 32 5 +M17064 0 634852 999-99-9 Inactive 4:17 10:1 23:1 27:6 28:1 27 6 +M17065 0 634853 999-99-9 Inactive 4:17 10:1 22:1 23:1 27:6 28:1 27 6 +M17066 0 634854 999-99-9 Inactive 3:2 4:62 14:60 21:2 27:4 28:6 136 6 +M17067 0 634855 999-99-9 Inactive 4:67 22:1 27:3 28:6 77 4 +M17068 0 634856 999-99-9 Inactive 4:35 26:4 39 2 +M17069 0 634857 999-99-9 Inactive 4:34 26:4 38 2 +M17070 0 634858 999-99-9 Inactive 4:32 26:4 36 2 +M17071 0 634859 999-99-9 Inactive 4:72 7:2 9:6 14:96 23:6 28:5 187 6 +M17072 0 634860 999-99-9 Inactive 1:2 4:44 7:1 9:6 14:51 23:2 28:2 108 7 +M17073 0 634861 999-99-9 Inactive 3:1 4:31 22:1 23:4 37 4 +M17074 0 634862 999-99-9 Inactive 4:18 22:1 23:3 27:3 25 4 +M17075 0 634863 999-99-9 Inactive 4:10 14:12 27:6 34:2 30 4 +M17076 0 634864 999-99-9 Inactive 4:4 14:8 27:8 34:3 23 4 +M17077 0 634865 999-99-9 Inactive 4:3 6:1 14:7 24:1 27:6 34:2 20 6 +M17078 0 634866 999-99-9 Inactive 4:64 6:1 14:137 23:4 36:1 207 5 +M17079 0 634867 999-99-9 Inactive 4:14 14:24 23:2 27:1 34:2 43 5 +M17080 0 634870 999-99-9 Inactive 4:22 10:2 27:4 28 3 +M17081 0 634871 999-99-9 Inactive 4:28 14:24 16:1 23:1 27:3 28:2 60 7 +M17082 0 634872 999-99-9 Inactive 4:66 7:2 9:6 23:8 28:3 85 5 +M17083 0 634873 999-99-9 Inactive 4:15 14:21 23:5 41 3 +M17084 0 634874 999-99-9 Inactive 4:30 9:6 21:1 23:6 28:1 44 5 +M17085 0 634875 999-99-9 Inactive 4:60 6:1 8:1 28:3 65 4 +M17086 0 634876 999-99-9 Inactive 4:63 14:45 27:3 28:3 115 5 +M17087 0 634877 999-99-9 Inactive 4:34 10:1 27:2 37:1 38 4 +M17088 0 634878 999-99-9 Inactive 4:22 14:36 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999-99-9 Inactive 4:30 6:2 14:66 28:2 29:1 101 5 +M17201 0 635097 999-99-9 Inactive 4:48 6:4 28:3 32:2 57 4 +M17202 0 635098 999-99-9 Inactive 4:22 6:2 14:48 28:2 31:1 75 5 +M17203 0 635099 999-99-9 Inactive 3:1 4:24 14:48 27:2 28:2 78 6 +M17204 0 635100 999-99-9 Inactive 4:36 6:1 9:6 26:1 28:5 49 5 +M17205 0 635101 999-99-9 Inactive 4:18 26:2 36:2 22 3 +M17206 0 635102 999-99-9 Inactive 4:22 7:4 27:12 36:2 40 4 +M17207 0 635103 999-99-9 Inactive 4:30 26:4 36:2 36 3 +M17208 0 635104 999-99-9 Inactive 4:24 10:1 23:4 27:4 33 4 +M17209 0 635105 999-99-9 Inactive 4:24 10:2 27:6 28:2 34 4 +M17210 0 635106 999-99-9 Inactive 4:18 6:2 9:6 14:44 26:2 28:7 79 6 +M17211 0 635107 999-99-9 Inactive 4:18 9:6 14:44 26:1 28:7 76 5 +M17212 0 635108 999-99-9 Inactive 4:19 14:13 27:5 28:1 39 5 +M17213 0 635109 999-99-9 Inactive 4:31 10:1 14:26 27:3 28:2 63 5 +M17214 0 635112 999-99-9 Inactive 4:29 14:36 27:2 67 3 +M17215 0 635113 999-99-9 Inactive 4:22 14:30 27:1 53 3 +M17216 0 635114 999-99-9 Inactive 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999-99-9 Inactive 4:19 14:33 27:4 28:1 57 4 +M17265 0 635181 999-99-9 Inactive 4:21 14:37 27:4 28:1 63 4 +M17266 0 635182 999-99-9 Inactive 4:20 14:23 23:3 27:5 51 4 +M17267 0 635183 999-99-9 Inactive 4:20 14:24 23:4 27:7 55 4 +M17268 0 635184 999-99-9 Inactive 4:20 14:25 23:3 27:5 53 4 +M17269 0 635185 999-99-9 Inactive 4:20 14:22 23:4 27:7 53 4 +M17270 0 635186 999-99-9 Inactive 4:21 14:27 23:1 27:3 34:1 53 5 +M17271 0 635187 999-99-9 Inactive 4:21 14:23 23:3 27:6 53 4 +M17272 0 635188 999-99-9 Inactive 4:23 14:27 23:1 27:4 55 4 +M17273 0 635189 999-99-9 Inactive 4:24 14:30 27:3 57 3 +M17274 0 635190 999-99-9 Inactive 4:23 14:28 27:2 53 3 +M17275 0 635191 999-99-9 Inactive 4:24 14:30 27:3 57 3 +M17276 0 635192 999-99-9 Inactive 4:15 14:14 27:2 34:1 32 4 +M17277 0 635193 999-99-9 Inactive 4:15 6:1 14:13 27:2 34:1 32 5 +M17278 0 635194 999-99-9 Inactive 4:16 14:14 27:4 34:1 35 4 +M17279 0 635195 999-99-9 Inactive 4:17 14:16 27:4 34:1 38 4 +M17280 0 635196 999-99-9 Inactive 4:14 14:12 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999-99-9 Inactive 4:12 9:3 14:10 23:3 27:2 34:1 31 6 +M17626 0 636108 999-99-9 Inactive 4:13 14:15 23:3 27:2 34:1 34 5 +M17627 0 636109 999-99-9 Inactive 4:14 14:17 23:3 27:2 34:1 37 5 +M17628 0 636110 999-99-9 Inactive 4:12 14:13 23:3 27:2 34:1 31 5 +M17629 0 636111 999-99-9 Inactive 4:9 6:1 14:7 23:2 27:2 34:1 22 6 +M17630 0 636112 999-99-9 Inactive 4:16 14:21 23:3 27:2 34:1 43 5 +M17631 0 636113 999-99-9 Inactive 4:21 14:32 23:4 27:9 66 4 +M17632 0 636114 999-99-9 Inactive 4:9 6:2 14:5 23:3 27:1 34:2 22 6 +M17633 0 636115 999-99-9 Inactive 4:9 14:17 23:3 27:1 30 4 +M17634 0 636116 999-99-9 Inactive 4:12 14:17 23:1 27:3 34:1 34 5 +M17635 0 636117 999-99-9 Inactive 4:23 14:29 23:5 27:2 34:1 60 5 +M17636 0 636118 999-99-9 Inactive 4:11 14:12 27:1 24 3 +M17637 0 636119 999-99-9 Inactive 4:14 14:16 23:2 27:3 35 4 +M17638 0 636120 999-99-9 Inactive 4:20 6:1 14:15 23:6 27:4 34:1 47 6 +M17639 0 636121 999-99-9 Inactive 4:18 14:20 23:6 27:4 48 4 +M17640 0 636122 999-99-9 Inactive 4:13 14:17 23:1 27:4 35 4 +M17641 0 636123 999-99-9 Inactive 4:15 6:3 14:15 27:1 34 4 +M17642 0 636124 999-99-9 Inactive 4:11 6:1 14:8 23:1 27:4 25 5 +M17643 0 636125 999-99-9 Inactive 4:9 9:3 14:4 23:3 27:3 22 5 +M17644 0 636126 999-99-9 Inactive 4:18 14:17 23:1 27:3 39 4 +M17645 0 636127 999-99-9 Inactive 4:21 14:20 23:2 27:3 34:1 47 5 +M17646 0 636128 999-99-9 Inactive 4:17 6:1 14:13 23:2 27:2 35 5 +M17647 0 636129 999-99-9 Inactive 4:19 14:18 23:2 27:2 41 4 +M17648 0 636130 999-99-9 Inactive 4:17 6:1 14:13 23:2 27:2 35 5 +M17649 0 636131 999-99-9 Inactive 4:16 6:1 14:12 23:1 27:3 33 5 +M17650 0 636132 999-99-9 Inactive 4:18 14:16 23:2 27:2 38 4 +M17651 0 636133 999-99-9 Inactive 4:20 14:18 23:2 27:3 34:1 44 5 +M17652 0 636134 999-99-9 Inactive 4:16 6:3 14:9 23:2 27:2 32 5 +M17653 0 636135 999-99-9 Inactive 4:14 14:10 23:4 27:4 34:1 33 5 +M17654 0 636136 999-99-9 Inactive 4:20 14:23 23:1 27:3 47 4 +M17655 0 636137 999-99-9 Inactive 4:17 14:23 23:1 27:3 44 4 +M17656 0 636138 999-99-9 Inactive 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4:26 6:1 14:21 23:4 27:2 54 5 +M17673 0 636188 999-99-9 Inactive 4:26 6:1 14:21 23:4 27:2 54 5 +M17674 0 636189 999-99-9 Inactive 4:27 14:24 23:4 27:3 58 4 +M17675 0 636190 999-99-9 Inactive 4:26 6:1 14:21 23:4 27:2 54 5 +M17676 0 636227 999-99-9 Inactive 4:11 14:17 23:5 27:5 38 4 +M17677 0 636229 999-99-9 Inactive 4:16 14:19 23:1 27:3 39 4 +M17678 0 636325 999-99-9 Inactive 4:6 14:11 23:3 27:5 25 4 +M17679 0 636326 999-99-9 Inactive 4:8 14:5 23:1 27:2 16 4 +M17680 0 636327 999-99-9 Inactive 4:16 14:13 23:1 27:2 32 4 +M17681 0 636328 999-99-9 Inactive 4:16 6:2 14:11 23:1 27:2 32 5 +M17682 0 636329 999-99-9 Inactive 4:16 14:12 23:2 27:3 33 4 +M17683 0 636330 999-99-9 Inactive 4:11 14:12 23:2 27:4 29 4 +M17684 0 636331 999-99-9 Inactive 4:26 14:28 23:2 27:6 62 4 +M17685 0 636332 999-99-9 Inactive 4:11 14:12 23:2 27:3 28 4 +M17686 0 636333 999-99-9 Inactive 4:10 6:4 14:6 27:4 24 4 +M17687 0 636334 999-99-9 Inactive 4:17 6:1 14:14 23:3 27:9 44 5 +M17688 0 636335 999-99-9 Inactive 4:12 14:14 23:2 27:3 31 4 +M17689 0 636336 999-99-9 Inactive 4:17 14:10 23:4 27:8 39 4 +M17690 0 636337 999-99-9 Inactive 4:17 6:2 14:15 23:1 27:5 40 5 +M17691 0 636338 999-99-9 Inactive 4:6 14:6 23:4 27:3 19 4 +M17692 0 636339 999-99-9 Inactive 4:14 14:15 23:3 27:2 34 4 +M17693 0 636340 999-99-9 Active 4:22 14:26 23:8 27:4 60 4 +M17694 0 636341 999-99-9 Inactive 3:1 4:12 14:10 23:1 27:3 27 5 +M17695 0 636342 999-99-9 Inactive 4:12 6:1 14:10 23:1 27:2 26 5 +M17696 0 636343 999-99-9 Inactive 4:16 6:2 14:13 23:1 34:1 33 5 +M17697 0 636344 999-99-9 Inactive 4:21 6:4 14:13 23:1 34:1 40 5 +M17698 0 636345 999-99-9 Inactive 3:1 4:16 14:11 23:2 27:2 34:1 33 6 +M17699 0 636346 999-99-9 Inactive 4:13 6:1 14:12 23:1 27:3 30 5 +M17700 0 636347 999-99-9 Inactive 4:12 6:2 14:9 23:1 27:3 27 5 +M17701 0 636348 999-99-9 Inactive 4:14 6:1 14:11 23:2 27:4 32 5 +M17702 0 636349 999-99-9 Inactive 4:19 6:1 14:13 23:2 27:4 39 5 +M17703 0 636350 999-99-9 Inactive 4:14 14:13 23:3 27:4 34 4 +M17704 0 636351 999-99-9 Inactive 4:14 9:1 14:10 23:3 27:2 30 5 +M17705 0 636352 999-99-9 Inactive 4:14 14:10 23:4 27:4 32 4 +M17706 0 636353 999-99-9 Inactive 4:17 14:13 23:3 27:4 37 4 +M17707 0 636354 999-99-9 Inactive 4:17 14:11 23:1 27:3 32 4 +M17708 0 636355 999-99-9 Inactive 4:14 6:1 14:10 23:3 27:2 30 5 +M17709 0 636356 999-99-9 Inactive 4:12 14:16 23:2 27:4 34 4 +M17710 0 636357 999-99-9 Inactive 4:14 9:1 14:11 23:2 27:4 32 5 +M17711 0 636358 999-99-9 Inactive 4:13 14:11 23:1 27:2 27 4 +M17712 0 636359 999-99-9 Inactive 4:15 6:2 14:12 23:4 27:3 34:1 37 6 +M17713 0 636361 999-99-9 Inactive 4:12 14:10 23:2 27:5 29 4 +M17714 0 636362 999-99-9 Inactive 4:19 6:1 14:14 23:1 34:2 37 5 +M17715 0 636363 999-99-9 Inactive 4:17 14:15 23:1 27:2 34:1 36 5 +M17716 0 636364 999-99-9 Inactive 4:17 14:12 23:10 27:3 42 4 +M17717 0 636365 999-99-9 Inactive 4:21 14:26 23:10 27:6 63 4 +M17718 0 636366 999-99-9 Inactive 4:8 14:9 23:3 27:1 34:1 22 5 +M17719 0 636367 999-99-9 Inactive 4:9 9:1 14:11 27:3 24 4 +M17720 0 636368 999-99-9 Inactive 4:15 14:24 27:3 42 3 +M17721 0 636369 999-99-9 Inactive 4:21 6:2 14:18 23:4 27:4 34:1 50 6 +M17722 0 636370 999-99-9 Inactive 4:9 6:3 14:9 27:3 24 4 +M17723 0 636371 999-99-9 Inactive 4:14 14:17 23:5 27:5 41 4 +M17724 0 636372 999-99-9 Inactive 4:17 14:15 23:3 27:2 37 4 +M17725 0 636373 999-99-9 Inactive 4:16 14:12 23:4 27:6 38 4 +M17726 0 636374 999-99-9 Inactive 4:19 6:1 14:14 23:1 27:1 34:2 38 6 +M17727 0 636375 999-99-9 Inactive 4:16 6:2 14:13 23:1 34:1 33 5 +M17728 0 636376 999-99-9 Inactive 4:17 14:15 23:3 27:2 37 4 +M17729 0 636377 999-99-9 Inactive 4:10 6:2 14:6 27:3 21 4 +M17730 0 636378 999-99-9 Inactive 4:18 14:14 23:4 27:4 40 4 +M17731 0 636379 999-99-9 Inactive 4:16 14:11 23:3 27:4 34:1 35 5 +M17732 0 636380 999-99-9 Inactive 4:20 14:20 23:6 27:4 50 4 +M17733 0 636381 999-99-9 Inactive 4:10 6:2 14:8 23:2 27:3 25 5 +M17734 0 636382 999-99-9 Inactive 4:13 6:2 14:7 23:3 27:2 27 5 +M17735 0 636383 999-99-9 Inactive 4:14 9:1 14:15 27:4 34 4 +M17736 0 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636434 999-99-9 Inactive 4:21 14:15 23:1 27:3 40 4 +M17786 0 636435 999-99-9 Inactive 4:18 14:15 23:1 27:5 39 4 +M17787 0 636436 999-99-9 Inactive 4:21 14:15 23:1 27:3 40 4 +M17788 0 636472 999-99-9 Inactive 4:14 14:16 23:2 27:2 34:1 35 5 +M17789 0 636473 999-99-9 Inactive 4:9 14:15 23:1 27:2 27 4 +M17790 0 636474 999-99-9 Inactive 4:24 14:27 23:1 27:2 54 4 +M17791 0 636485 999-99-9 Inactive 4:18 14:15 23:1 27:3 34:1 38 5 +M17792 0 636486 999-99-9 Inactive 4:19 14:15 23:1 27:5 40 4 +M17793 0 636487 999-99-9 Inactive 4:13 14:9 23:1 27:4 27 4 +M17794 0 636488 999-99-9 Inactive 4:12 14:9 23:1 27:1 34:2 25 5 +M17795 0 636489 999-99-9 Inactive 4:26 8:1 14:18 23:2 27:8 55 5 +M17796 0 636490 999-99-9 Inactive 4:26 14:18 23:2 26:1 27:8 55 5 +M17797 0 636491 999-99-9 Inactive 4:26 7:1 14:18 23:2 27:8 55 5 +M17798 0 636492 999-99-9 Inactive 4:26 14:18 23:2 27:8 41:1 55 5 +M17799 0 636493 999-99-9 Inactive 4:24 8:1 14:18 23:2 27:2 34:4 51 6 +M17800 0 636494 999-99-9 Inactive 4:24 7:1 14:18 23:2 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0 636685 999-99-9 Inactive 4:19 14:20 27:1 40 3 +M17900 0 636686 999-99-9 Inactive 4:14 14:18 27:2 34 3 +M17901 0 636687 999-99-9 Inactive 4:14 14:18 27:2 34 3 +M17902 0 636688 999-99-9 Inactive 4:13 6:1 14:15 27:1 30 4 +M17903 0 636689 999-99-9 Inactive 3:1 4:13 14:15 27:1 30 4 +M17904 0 636690 999-99-9 Inactive 4:13 9:1 14:15 27:1 30 4 +M17905 0 636691 999-99-9 Inactive 4:13 9:1 14:15 27:1 30 4 +M17906 0 636692 999-99-9 Inactive 4:13 6:1 14:15 27:1 30 4 +M17907 0 636693 999-99-9 Inactive 4:14 14:15 23:1 27:1 31 4 +M17908 0 636694 999-99-9 Inactive 4:13 14:15 23:1 27:3 32 4 +M17909 0 636695 999-99-9 Inactive 4:14 14:15 23:1 27:1 31 4 +M17910 0 636696 999-99-9 Inactive 4:13 14:15 23:1 27:3 32 4 +M17911 0 636697 999-99-9 Inactive 4:13 14:17 23:1 27:2 33 4 +M17912 0 636698 999-99-9 Inactive 4:12 14:14 27:3 29 3 +M17913 0 636699 999-99-9 Inactive 4:11 9:1 14:11 27:2 25 4 +M17914 0 636700 999-99-9 Inactive 4:12 14:14 27:3 29 3 +M17915 0 636701 999-99-9 Inactive 4:12 14:14 27:3 29 3 +M17916 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14:11 23:1 27:3 31 4 +M17950 0 636776 999-99-9 Inactive 4:33 14:58 24:1 27:10 34:1 103 5 +M17951 0 636777 999-99-9 Inactive 4:20 14:32 24:1 27:5 34:1 59 5 +M17952 0 636778 999-99-9 Inactive 4:20 14:34 24:1 27:5 34:1 61 5 +M17953 0 636779 999-99-9 Inactive 4:13 14:17 23:3 27:5 38 4 +M17954 0 636780 999-99-9 Inactive 4:15 14:21 23:3 27:5 44 4 +M17955 0 636781 999-99-9 Inactive 4:11 14:18 23:4 27:2 35 4 +M17956 0 636782 999-99-9 Inactive 3:1 4:33 14:21 23:2 27:2 59 5 +M17957 0 636783 999-99-9 Inactive 4:23 6:2 14:17 23:3 27:2 47 5 +M17958 0 636784 999-99-9 Inactive 4:11 14:12 27:1 24 3 +M17959 0 636785 999-99-9 Inactive 4:23 14:19 23:3 27:2 47 4 +M17960 0 636786 999-99-9 Inactive 4:19 14:14 27:3 36 3 +M17961 0 636787 999-99-9 Inactive 4:15 14:13 23:1 27:2 31 4 +M17962 0 636788 999-99-9 Inactive 4:17 14:14 27:2 33 3 +M17963 0 636789 999-99-9 Inactive 4:23 14:16 27:2 41 3 +M17964 0 636790 999-99-9 Active 4:15 14:12 27:4 31 3 +M17965 0 636791 999-99-9 Inactive 4:19 14:14 27:2 35 3 +M17966 0 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+M17982 0 636808 999-99-9 Inactive 4:11 6:3 14:13 27:3 37:1 31 5 +M17983 0 636809 999-99-9 Inactive 4:20 14:12 23:6 27:4 42 4 +M17984 0 636810 999-99-9 Inactive 4:15 14:12 27:3 30 3 +M17985 0 636811 999-99-9 Inactive 4:15 14:12 27:3 30 3 +M17986 0 636812 999-99-9 Inactive 4:26 14:37 23:3 27:17 83 4 +M17987 0 636813 999-99-9 Inactive 4:19 6:1 14:13 27:2 35 4 +M17988 0 636814 999-99-9 Inactive 4:14 14:12 23:6 27:2 34 4 +M17989 0 636815 999-99-9 Inactive 4:6 14:10 23:8 24 3 +M17990 0 636816 999-99-9 Inactive 4:13 14:18 23:2 27:1 34 4 +M17991 0 636817 999-99-9 Inactive 4:17 14:17 23:1 27:1 34:1 37 5 +M17992 0 636819 999-99-9 Inactive 4:22 6:4 14:12 23:2 27:4 44 5 +M17993 0 636840 999-99-9 Inactive 4:21 14:17 23:5 27:5 48 4 +M17994 0 636841 999-99-9 Inactive 4:20 14:17 23:5 27:3 45 4 +M17995 0 636842 999-99-9 Inactive 4:9 14:11 23:3 27:1 34:1 25 5 +M17996 0 636843 999-99-9 Inactive 4:9 6:1 14:12 23:3 27:1 34:1 27 6 +M17997 0 636854 999-99-9 Active 4:15 14:10 23:8 27:1 34:2 36 5 +M17998 0 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999-99-9 Inactive 4:33 14:21 23:5 27:5 64 4 +M18194 0 637202 999-99-9 Inactive 4:12 6:2 14:10 23:4 27:3 34:1 32 6 +M18195 0 637203 999-99-9 Inactive 4:16 14:18 23:2 27:3 34:1 40 5 +M18196 0 637204 999-99-9 Inactive 4:8 14:15 23:1 27:4 28 4 +M18197 0 637274 999-99-9 Inactive 4:12 14:2 23:6 34:1 21 4 +M18198 0 637275 999-99-9 Inactive 4:10 6:3 14:7 23:2 22 4 +M18199 0 637276 999-99-9 Inactive 4:17 14:21 23:1 27:1 40 4 +M18200 0 637277 999-99-9 Inactive 4:10 6:2 14:6 23:2 27:2 22 5 +M18201 0 637278 999-99-9 Inactive 4:20 14:27 23:1 27:7 55 4 +M18202 0 637279 999-99-9 Inactive 4:10 6:3 14:5 23:2 27:2 22 5 +M18203 0 637280 999-99-9 Inactive 4:10 6:2 14:8 23:2 22 4 +M18204 0 637281 999-99-9 Inactive 4:15 14:19 23:1 27:3 38 4 +M18205 0 637282 999-99-9 Inactive 4:14 14:16 23:2 27:2 34 4 +M18206 0 637283 999-99-9 Inactive 4:14 14:16 27:4 34 3 +M18207 0 637284 999-99-9 Inactive 4:13 14:13 23:1 27:3 30 4 +M18208 0 637285 999-99-9 Inactive 4:14 14:16 27:3 33 3 +M18209 0 637286 999-99-9 Inactive 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999-99-9 Inactive 4:10 14:17 23:1 27:4 34:1 33 5 +M18875 0 638600 999-99-9 Inactive 3:1 4:12 6:1 14:15 23:1 27:2 34:1 33 7 +M18876 0 638601 999-99-9 Inactive 3:1 4:12 6:1 14:15 23:1 27:2 34:1 33 7 +M18877 0 638602 999-99-9 Inactive 4:8 14:13 23:1 27:4 34:1 27 5 +M18878 0 638603 999-99-9 Inactive 4:5 14:9 23:1 27:2 34:1 18 5 +M18879 0 638604 999-99-9 Inactive 4:19 14:20 23:2 27:4 34:1 46 5 +M18880 0 638605 999-99-9 Inactive 4:9 14:7 23:3 27:7 34:2 28 5 +M18881 0 638606 999-99-9 Inactive 4:26 14:30 23:4 27:8 34:2 70 5 +M18882 0 638607 999-99-9 Inactive 4:7 14:13 23:1 27:2 23 4 +M18883 0 638608 999-99-9 Inactive 4:14 14:11 23:5 27:10 34:1 41 5 +M18884 0 638609 999-99-9 Inactive 4:8 14:9 23:3 24:1 27:7 34:1 29 6 +M18885 0 638610 999-99-9 Inactive 4:9 14:9 23:3 24:1 27:9 34:1 32 6 +M18886 0 638611 999-99-9 Inactive 4:16 14:16 23:6 27:8 34:2 48 5 +M18887 0 638612 999-99-9 Inactive 4:14 14:11 23:5 27:8 34:1 39 5 +M18888 0 638613 999-99-9 Inactive 4:10 6:1 14:12 23:3 27:6 34:1 33 6 +M18889 0 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Inactive 4:13 14:12 23:2 24:1 27:3 34:1 32 6 +M18922 0 638678 999-99-9 Inactive 4:14 14:14 23:2 24:1 27:4 34:1 36 6 +M18923 0 638679 999-99-9 Inactive 4:13 14:15 23:3 27:1 34:1 33 5 +M18924 0 638680 999-99-9 Inactive 4:10 14:10 23:2 24:1 27:6 34:2 31 6 +M18925 0 638681 999-99-9 Inactive 4:13 14:11 23:3 24:1 27:5 34:1 34 6 +M18926 0 638682 999-99-9 Inactive 4:7 14:14 23:4 27:2 27 4 +M18927 0 638683 999-99-9 Inactive 4:11 14:22 23:2 27:4 39 4 +M18928 0 638684 999-99-9 Inactive 4:9 14:10 23:2 27:1 22 4 +M18929 0 638685 999-99-9 Inactive 4:10 14:12 23:2 27:1 25 4 +M18930 0 638686 999-99-9 Inactive 4:8 14:16 23:2 27:1 27 4 +M18931 0 638687 999-99-9 Inactive 4:6 14:12 23:2 27:1 21 4 +M18932 0 638688 999-99-9 Inactive 4:10 14:17 23:1 27:4 34:1 33 5 +M18933 0 638689 999-99-9 Inactive 4:10 14:11 23:1 27:2 24 4 +M18934 0 638690 999-99-9 Inactive 4:16 14:15 23:1 27:2 34 4 +M18935 0 638691 999-99-9 Inactive 4:15 14:13 23:1 27:2 34:1 32 5 +M18936 0 638692 999-99-9 Inactive 4:16 14:15 23:1 27:2 34:1 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27:4 34:1 28 4 +M18953 0 638709 999-99-9 Inactive 4:8 14:14 27:4 34:2 28 4 +M18954 0 638710 999-99-9 Inactive 4:6 14:10 27:4 34:2 22 4 +M18955 0 638712 999-99-9 Inactive 4:18 14:14 23:4 27:2 38 4 +M18956 0 638713 999-99-9 Inactive 4:18 14:14 23:4 27:1 34:1 38 5 +M18957 0 638714 999-99-9 Inactive 4:12 14:9 23:3 27:2 34:1 27 5 +M18958 0 638715 999-99-9 Inactive 3:1 4:24 14:17 23:6 27:2 50 5 +M18959 0 638716 999-99-9 Inactive 4:25 14:19 23:5 27:1 34:2 52 5 +M18960 0 638717 999-99-9 Inactive 3:1 4:24 14:16 23:5 27:1 34:2 49 6 +M18961 0 638720 999-99-9 Inactive 4:15 14:24 27:3 42 3 +M18962 0 638721 999-99-9 Inactive 4:19 6:1 14:22 23:1 27:4 47 5 +M18963 0 638723 999-99-9 Inactive 4:19 14:21 23:5 27:3 48 4 +M18964 0 638724 999-99-9 Inactive 4:21 14:24 23:4 27:4 53 4 +M18965 0 638725 999-99-9 Inactive 4:19 14:20 23:4 27:4 47 4 +M18966 0 638726 999-99-9 Inactive 4:12 6:2 14:16 23:1 31:1 35:1 33 6 +M18967 0 638727 999-99-9 Inactive 4:14 6:2 14:22 23:1 31:1 35:1 41 6 +M18968 0 638728 999-99-9 Inactive 4:6 14:14 23:2 27:3 31:1 35:1 27 6 +M18969 0 638729 999-99-9 Inactive 4:15 14:13 23:1 27:5 34 4 +M18970 0 638730 999-99-9 Inactive 4:14 14:16 27:3 33 3 +M18971 0 638732 999-99-9 Inactive 4:16 14:13 23:5 27:2 34:1 37 5 +M18972 0 638789 999-99-9 Inactive 4:11 14:14 27:5 30 3 +M18973 0 638790 999-99-9 Inactive 4:11 14:9 23:1 27:6 27 4 +M18974 0 638791 999-99-9 Inactive 4:10 14:9 23:1 27:4 24 4 +M18975 0 638793 999-99-9 Inactive 4:37 14:46 27:13 96 3 +M18976 0 638797 999-99-9 Inactive 4:19 14:21 23:3 27:8 51 4 +M18977 0 638850 112953-11-4 Inactive 4:28 14:26 23:4 27:4 62 4 +M18978 0 638851 999-99-9 Inactive 4:7 14:8 27:3 18 3 +M18979 0 638852 999-99-9 Inactive 4:11 14:12 23:2 27:4 29 4 +M18980 0 638853 999-99-9 Inactive 4:16 14:13 23:1 27:4 34 4 +M18981 0 638854 999-99-9 Inactive 4:19 6:1 9:1 14:23 23:5 27:11 60 6 +M18982 0 638855 999-99-9 Inactive 4:26 6:1 14:48 23:3 27:8 86 5 +M18983 0 638856 999-99-9 Inactive 4:29 6:1 9:1 14:47 23:5 27:9 92 6 +M18984 0 638857 999-99-9 Inactive 4:27 6:1 14:23 23:6 27:2 59 5 +M18985 0 638943 999-99-9 Inactive 4:41 14:47 23:1 27:17 106 4 +M18986 0 638944 999-99-9 Inactive 4:43 14:49 23:1 27:18 111 4 +M18987 0 638945 999-99-9 Inactive 4:41 14:47 23:1 27:16 105 4 +M18988 0 638946 999-99-9 Inactive 4:41 14:47 23:1 27:17 106 4 +M18989 0 638949 999-99-9 Inactive 3:2 4:20 14:19 23:3 34:1 45 5 +M18990 0 639015 999-99-9 Active 4:34 6:1 14:59 23:8 102 4 +M18991 0 639016 999-99-9 Inactive 4:20 6:1 14:27 23:4 52 4 +M18992 0 639017 999-99-9 Inactive 4:22 6:1 14:31 23:4 58 4 +M18993 0 639018 999-99-9 Active 4:24 6:1 14:37 23:6 68 4 +M18994 0 639020 999-99-9 Inactive 4:14 14:14 23:6 27:4 38 4 +M18995 0 639021 999-99-9 Inactive 4:19 14:16 23:4 27:7 46 4 +M18996 0 639022 999-99-9 Inactive 4:11 6:2 14:16 23:6 27:1 36 5 +M18997 0 639173 999-99-9 Inactive 4:20 14:17 23:3 27:4 44 4 +M18998 0 639177 999-99-9 Inactive 4:17 14:14 27:4 35 3 +M18999 0 639178 999-99-9 Inactive 4:21 14:27 23:3 27:6 58 5 +M19000 0 639187 999-99-9 Inactive 4:55 14:74 27:22 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Inactive 4:13 14:10 23:2 27:4 34:1 30 5 +M19034 0 639369 999-99-9 Inactive 4:10 14:15 23:5 27:3 34:1 34 5 +M19035 0 639381 999-99-9 Inactive 4:13 6:1 14:10 23:3 27 4 +M19036 0 639395 999-99-9 Inactive 4:14 14:16 23:2 27:3 35 4 +M19037 0 639397 999-99-9 Inactive 4:10 6:3 14:14 23:1 28 4 +M19038 0 639398 999-99-9 Inactive 4:12 6:3 14:16 23:1 27:1 33 5 +M19039 0 639425 999-99-9 Inactive 4:9 9:1 14:11 23:2 27:4 27 5 +M19040 0 639426 999-99-9 Inactive 4:10 9:1 14:13 23:2 27:4 30 5 +M19041 0 639442 999-99-9 Inactive 4:17 6:3 14:27 23:2 27:2 51 5 +M19042 0 639443 999-99-9 Inactive 4:18 6:1 14:11 27:2 32 4 +M19043 0 639444 999-99-9 Inactive 4:19 14:14 27:2 34:1 36 4 +M19044 0 639445 999-99-9 Inactive 4:28 14:36 27:6 70 3 +M19045 0 639446 999-99-9 Inactive 4:18 9:2 14:18 23:2 27:2 42 5 +M19046 0 639447 999-99-9 Inactive 4:22 14:28 27:7 57 3 +M19047 0 639449 999-99-9 Inactive 4:34 14:70 24:1 27:12 34:2 119 5 +M19048 0 639450 999-99-9 Inactive 4:28 14:58 24:1 27:12 34:2 101 5 +M19049 0 639472 999-99-9 Active 4:16 6:1 14:16 23:1 27:3 34:2 39 6 +M19050 0 639475 999-99-9 Active 4:15 6:1 9:3 14:11 23:1 27:3 34:1 35 7 +M19051 0 639476 999-99-9 Active 4:19 6:1 14:20 23:1 27:3 34:1 45 6 +M19052 0 639616 999-99-9 Inactive 4:7 14:10 24:1 27:9 34:2 29 5 +M19053 0 639627 999-99-9 Inactive 4:18 14:27 27:8 28:1 54 4 +M19054 0 639628 999-99-9 Inactive 4:15 14:18 27:5 38 3 +M19055 0 639633 999-99-9 Inactive 4:22 14:28 27:6 56 3 +M19056 0 639641 999-99-9 Inactive 4:10 14:9 23:3 27:3 25 4 +M19057 0 639642 999-99-9 Inactive 4:12 14:11 23:3 27:4 30 4 +M19058 0 639643 999-99-9 Inactive 4:12 14:11 23:3 27:3 29 4 +M19059 0 639644 999-99-9 Inactive 4:10 14:9 23:3 27:2 24 4 +M19060 0 639655 999-99-9 Inactive 4:31 6:1 14:38 23:1 27:12 83 5 +M19061 0 639659 999-99-9 Inactive 4:31 14:34 23:2 27:12 79 4 +M19062 0 639660 999-99-9 Inactive 4:16 14:12 23:2 27:5 35 4 +M19063 0 639661 999-99-9 Inactive 4:17 14:18 27:2 37 3 +M19064 0 639662 999-99-9 Inactive 4:19 14:22 27:2 43 3 +M19065 0 639663 999-99-9 Inactive 4:20 14:26 27:3 49 3 +M19066 0 639664 999-99-9 Inactive 4:12 14:7 23:5 27:6 30 4 +M19067 0 639665 999-99-9 Inactive 4:14 14:9 23:5 27:5 33 4 +M19068 0 639666 999-99-9 Inactive 4:15 14:11 23:5 27:6 37 4 +M19069 0 639667 999-99-9 Inactive 4:16 14:9 23:3 27:2 30 4 +M19070 0 639668 999-99-9 Inactive 4:15 14:10 23:2 27:3 30 4 +M19071 0 639669 999-99-9 Inactive 3:1 4:15 14:9 23:2 27:2 29 5 +M19072 0 639670 999-99-9 Inactive 4:17 14:15 23:3 27:2 37 4 +M19073 0 639671 999-99-9 Inactive 4:17 14:13 23:3 27:3 36 4 +M19074 0 639672 999-99-9 Inactive 4:17 14:14 23:2 27:3 36 4 +M19075 0 639673 999-99-9 Inactive 4:15 14:9 23:3 27:4 31 4 +M19076 0 639674 999-99-9 Inactive 4:17 14:14 23:2 27:4 37 4 +M19077 0 639675 999-99-9 Inactive 4:10 14:8 23:2 27:2 22 4 +M19078 0 639676 999-99-9 Active 4:15 6:1 14:11 23:2 27:1 30 5 +M19079 0 639677 999-99-9 Inactive 4:15 6:1 14:11 23:2 27:1 30 5 +M19080 0 639678 999-99-9 Inactive 4:16 14:14 23:2 27:1 33 4 +M19081 0 639679 999-99-9 Inactive 4:14 6:1 14:9 23:2 27:1 27 5 +M19082 0 639680 999-99-9 Active 4:16 14:16 23:2 34 3 +M19083 0 639681 999-99-9 Inactive 4:9 14:8 23:2 27:1 20 4 +M19084 0 639682 999-99-9 Inactive 4:9 14:10 23:2 27:1 22 4 +M19085 0 639683 999-99-9 Inactive 4:8 6:1 14:5 23:2 27:1 17 5 +M19086 0 639684 999-99-9 Inactive 4:15 14:12 23:2 27:1 30 4 +M19087 0 639685 999-99-9 Inactive 4:16 14:14 23:2 27:1 33 4 +M19088 0 639686 999-99-9 Inactive 4:16 14:14 23:2 27:2 34 4 +M19089 0 639687 999-99-9 Inactive 4:16 14:14 23:2 27:2 34 4 +M19090 0 639688 999-99-9 Inactive 4:15 14:11 23:3 27:3 32 4 +M19091 0 639689 999-99-9 Inactive 4:15 14:12 23:2 27:2 31 4 +M19092 0 639690 999-99-9 Inactive 4:18 14:16 23:2 27:3 39 4 +M19093 0 639691 999-99-9 Inactive 4:17 14:16 23:2 27:2 37 4 +M19094 0 639692 999-99-9 Inactive 4:22 14:16 23:2 27:1 41 4 +M19095 0 639693 999-99-9 Inactive 4:15 14:13 23:3 27:3 34 4 +M19096 0 639696 999-99-9 Inactive 4:16 14:22 23:2 27:5 45 4 +M19097 0 639697 999-99-9 Inactive 4:15 14:21 23:5 27:4 45 4 +M19098 0 639709 999-99-9 Inactive 4:6 14:12 23:2 27:3 23 4 +M19099 0 639710 999-99-9 Inactive 4:7 14:14 23:2 27:3 26 4 +M19100 0 639712 999-99-9 Inactive 4:17 14:25 23:1 27:3 34:1 47 5 +M19101 0 639713 999-99-9 Inactive 4:27 14:33 23:1 27:7 68 4 +M19102 0 639714 999-99-9 Inactive 4:21 14:21 23:1 27:5 48 4 +M19103 0 639715 999-99-9 Inactive 4:16 14:19 23:1 27:5 41 4 +M19104 0 639716 999-99-9 Inactive 4:13 14:21 23:1 27:7 42 4 +M19105 0 639717 999-99-9 Inactive 4:16 14:18 23:2 27:6 34:1 43 5 +M19106 0 639718 999-99-9 Inactive 4:13 14:21 23:3 27:5 42 4 +M19107 0 639719 999-99-9 Inactive 4:25 14:29 23:3 27:5 62 4 +M19108 0 639720 999-99-9 Inactive 4:25 14:29 23:3 27:5 62 4 +M19109 0 639721 999-99-9 Inactive 4:20 14:21 23:3 27:3 47 4 +M19110 0 639722 999-99-9 Inactive 4:28 14:27 23:3 27:5 63 4 +M19111 0 639723 999-99-9 Inactive 4:28 14:27 23:3 27:5 63 4 +M19112 0 639724 999-99-9 Inactive 4:17 14:19 23:1 27:4 41 4 +M19113 0 639725 999-99-9 Inactive 4:22 14:25 23:1 27:5 53 4 +M19114 0 639726 999-99-9 Inactive 3:1 4:14 14:9 23:2 27:1 34:1 28 6 +M19115 0 639727 999-99-9 Inactive 3:2 4:14 14:8 23:2 27:1 34:1 28 6 +M19116 0 639728 999-99-9 Inactive 3:1 4:14 14:9 23:2 34:2 28 5 +M19117 0 639729 999-99-9 Inactive 3:1 4:14 14:9 23:2 27:1 34:1 28 6 +M19118 0 639730 999-99-9 Inactive 3:2 4:14 14:8 23:2 27:1 34:1 28 6 +M19119 0 639731 999-99-9 Inactive 3:1 4:15 14:11 23:2 27:1 34:1 31 6 +M19120 0 639732 999-99-9 Inactive 4:28 14:28 23:2 27:10 34:1 69 5 +M19121 0 639733 999-99-9 Inactive 3:1 4:28 14:27 23:2 27:10 34:1 69 6 +M19122 0 639734 999-99-9 Inactive 3:2 4:28 14:26 23:2 27:10 34:1 69 6 +M19123 0 639735 999-99-9 Inactive 4:29 14:30 23:2 27:10 34:1 72 5 +M19124 0 639736 999-99-9 Inactive 4:28 14:27 23:3 27:12 34:1 71 5 +M19125 0 639737 999-99-9 Inactive 4:28 14:28 23:2 27:9 34:2 69 5 +M19126 0 639738 999-99-9 Inactive 4:28 14:28 23:2 27:10 34:1 69 5 +M19127 0 639739 999-99-9 Inactive 3:1 4:28 14:27 23:2 27:10 34:1 69 6 +M19128 0 639740 999-99-9 Inactive 3:2 4:28 14:26 23:2 27:10 34:1 69 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999-99-9 Inactive 4:23 14:20 27:6 49 3 +M19352 0 640229 999-99-9 Inactive 4:24 14:22 27:6 52 3 +M19353 0 640230 999-99-9 Inactive 4:7 14:11 23:1 27:3 34:1 23 5 +M19354 0 640231 999-99-9 Inactive 3:1 4:15 14:22 23:7 27:3 34:2 50 6 +M19355 0 640233 999-99-9 Inactive 4:13 14:15 23:1 27:5 34:1 35 5 +M19356 0 640234 999-99-9 Inactive 4:35 14:22 23:6 27:10 73 4 +M19357 0 640235 999-99-9 Inactive 3:2 4:35 14:22 23:4 27:6 69 5 +M19358 0 640236 999-99-9 Inactive 4:41 14:32 23:4 27:10 87 4 +M19359 0 640237 999-99-9 Inactive 4:35 14:22 23:6 27:10 73 4 +M19360 0 640238 999-99-9 Inactive 4:37 14:28 23:4 27:6 75 4 +M19361 0 640239 999-99-9 Inactive 4:35 6:4 14:20 23:4 27:6 69 5 +M19362 0 640240 999-99-9 Inactive 4:41 14:36 23:4 27:6 87 4 +M19363 0 640241 999-99-9 Inactive 4:35 14:24 23:4 27:6 69 4 +M19364 0 640242 999-99-9 Inactive 4:33 14:22 23:6 27:6 67 4 +M19365 0 640243 999-99-9 Inactive 4:33 14:22 23:6 27:6 67 4 +M19366 0 640244 999-99-9 Inactive 3:2 4:35 14:22 23:4 27:6 69 5 +M19367 0 640245 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999-99-9 Inactive 3:1 4:16 14:11 23:2 27:1 31 5 +M19825 0 641169 999-99-9 Inactive 4:20 14:18 27:4 42 3 +M19826 0 641170 999-99-9 Inactive 4:21 14:20 27:6 47 3 +M19827 0 641171 999-99-9 Inactive 4:21 14:18 27:4 43 3 +M19828 0 641172 999-99-9 Inactive 4:23 14:16 27:6 45 3 +M19829 0 641173 999-99-9 Inactive 4:20 14:18 27:6 44 3 +M19830 0 641174 999-99-9 Inactive 4:33 14:24 27:8 65 3 +M19831 0 641175 999-99-9 Inactive 4:34 14:26 27:8 68 3 +M19832 0 641176 999-99-9 Inactive 4:35 14:28 27:8 71 3 +M19833 0 641177 999-99-9 Inactive 4:20 14:35 23:2 27:1 28:1 34:1 60 6 +M19834 0 641178 999-99-9 Inactive 4:16 9:1 14:9 27:2 28 4 +M19835 0 641179 999-99-9 Inactive 4:16 14:10 27:5 31 3 +M19836 0 641180 999-99-9 Inactive 4:17 14:12 23:2 27:1 34:1 33 5 +M19837 0 641181 999-99-9 Inactive 4:17 6:1 14:11 23:2 27:1 34:1 33 6 +M19838 0 641182 999-99-9 Inactive 4:20 14:18 23:2 27:1 34:1 42 5 +M19839 0 641183 999-99-9 Inactive 4:19 14:12 23:2 27:2 34:1 36 5 +M19840 0 641184 999-99-9 Inactive 4:22 14:18 23:2 27:2 34:1 45 5 +M19841 0 641185 999-99-9 Inactive 4:20 9:1 14:13 23:2 27:2 34:1 39 6 +M19842 0 641186 999-99-9 Inactive 4:20 9:1 14:13 23:2 27:2 34:1 39 6 +M19843 0 641187 999-99-9 Inactive 4:17 6:1 14:11 23:2 27:1 34:1 33 6 +M19844 0 641188 999-99-9 Inactive 4:17 6:1 14:11 23:2 27:1 34:1 33 6 +M19845 0 641189 999-99-9 Inactive 4:17 14:11 23:3 27:3 34:1 35 5 +M19846 0 641190 999-99-9 Inactive 4:19 6:1 14:11 23:2 27:2 34:1 36 6 +M19847 0 641191 999-99-9 Inactive 4:20 6:1 14:13 23:2 27:2 34:1 39 6 +M19848 0 641192 999-99-9 Inactive 4:20 6:1 14:13 23:2 27:2 34:1 39 6 +M19849 0 641193 999-99-9 Inactive 3:1 4:20 14:13 23:2 27:2 34:1 39 6 +M19850 0 641194 999-99-9 Inactive 4:20 6:1 14:13 23:2 27:2 34:1 39 6 +M19851 0 641195 999-99-9 Inactive 4:20 6:1 14:13 23:2 27:2 34:1 39 6 +M19852 0 641196 999-99-9 Inactive 4:21 14:16 23:2 27:2 34:1 42 5 +M19853 0 641197 999-99-9 Inactive 4:25 14:19 23:1 27:1 34:1 47 5 +M19854 0 641198 999-99-9 Inactive 4:16 14:15 23:1 34:1 33 4 +M19855 0 641199 999-99-9 Inactive 4:29 6:2 9:1 14:17 23:2 27:2 53 6 +M19856 0 641200 999-99-9 Inactive 3:1 4:25 14:18 23:1 34:1 46 5 +M19857 0 641201 999-99-9 Inactive 4:32 6:2 14:22 23:2 27:1 59 5 +M19858 0 641202 999-99-9 Inactive 4:16 6:1 14:10 23:5 27:6 38 5 +M19859 0 641203 999-99-9 Inactive 4:16 14:14 23:2 27:3 34:1 36 5 +M19860 0 641204 999-99-9 Inactive 4:20 14:22 23:1 27:8 28:1 52 5 +M19861 0 641205 999-99-9 Inactive 4:19 6:1 14:21 23:1 27:6 28:1 49 6 +M19862 0 641206 999-99-9 Inactive 4:22 14:28 23:1 27:9 28:1 61 5 +M19863 0 641207 999-99-9 Inactive 4:21 14:27 23:2 27:6 28:1 57 5 +M19864 0 641208 999-99-9 Inactive 4:49 14:58 23:6 27:7 120 4 +M19865 0 641209 999-99-9 Inactive 4:19 14:22 23:1 27:9 28:1 52 5 +M19866 0 641210 999-99-9 Inactive 4:38 9:6 14:30 23:6 27:7 87 5 +M19867 0 641211 999-99-9 Inactive 4:9 14:13 23:3 27:2 27 4 +M19868 0 641212 999-99-9 Inactive 4:18 14:14 23:2 27:6 40 4 +M19869 0 641213 999-99-9 Inactive 4:17 6:2 14:9 23:3 27:8 39 5 +M19870 0 641214 999-99-9 Inactive 4:17 9:1 14:11 23:2 27:6 37 5 +M19871 0 641215 999-99-9 Inactive 4:18 14:16 23:4 27:9 47 4 +M19872 0 641216 999-99-9 Inactive 4:18 14:20 23:2 27:7 47 4 +M19873 0 641217 999-99-9 Inactive 4:18 14:10 23:4 27:8 34:1 41 5 +M19874 0 641218 999-99-9 Inactive 4:19 14:22 23:2 27:7 50 4 +M19875 0 641219 999-99-9 Inactive 4:19 14:14 23:2 27:7 42 4 +M19876 0 641220 999-99-9 Inactive 4:27 14:20 23:2 27:6 55 4 +M19877 0 641221 999-99-9 Inactive 3:1 4:10 9:2 14:8 23:1 27:3 25 6 +M19878 0 641222 999-99-9 Inactive 4:28 6:2 14:17 23:1 27:5 53 5 +M19879 0 641223 999-99-9 Inactive 4:28 6:1 14:18 23:1 27:5 53 5 +M19880 0 641224 999-99-9 Inactive 4:28 6:3 14:16 23:1 27:5 53 5 +M19881 0 641225 999-99-9 Inactive 4:30 14:20 23:2 27:5 34:1 58 5 +M19882 0 641226 999-99-9 Inactive 4:34 14:31 23:1 27:5 71 4 +M19883 0 641227 999-99-9 Inactive 3:1 4:24 9:1 14:15 23:1 27:5 47 6 +M19884 0 641228 999-99-9 Inactive 4:25 9:1 14:18 23:1 27:5 50 5 +M19885 0 641229 999-99-9 Inactive 4:29 14:19 23:3 27:6 57 4 +M19886 0 641230 999-99-9 Inactive 4:30 14:23 23:1 27:6 60 4 +M19887 0 641231 999-99-9 Inactive 4:29 9:3 14:17 23:2 27:7 58 5 +M19888 0 641232 999-99-9 Inactive 4:34 14:31 23:1 27:5 71 4 +M19889 0 641233 999-99-9 Inactive 4:32 6:1 14:18 23:1 27:7 59 5 +M19890 0 641234 999-99-9 Inactive 4:17 14:14 23:4 27:4 39 4 +M19891 0 641235 999-99-9 Inactive 4:30 14:23 23:1 27:6 60 4 +M19892 0 641236 999-99-9 Inactive 4:30 14:23 23:1 27:5 59 4 +M19893 0 641237 999-99-9 Inactive 4:30 14:21 23:1 27:6 58 4 +M19894 0 641238 999-99-9 Inactive 4:29 6:1 14:20 23:1 27:5 56 5 +M19895 0 641239 999-99-9 Inactive 4:29 6:1 9:3 14:17 23:1 27:5 56 6 +M19896 0 641240 999-99-9 Inactive 4:28 14:20 23:2 27:7 57 4 +M19897 0 641241 999-99-9 Inactive 4:29 9:3 14:18 23:1 27:5 56 5 +M19898 0 641242 999-99-9 Inactive 4:26 14:17 23:3 27:7 53 4 +M19899 0 641243 999-99-9 Inactive 4:20 14:14 23:2 27:5 41 4 +M19900 0 641244 999-99-9 Inactive 4:11 14:8 23:8 27:4 31 4 +M19901 0 641245 999-99-9 Inactive 4:30 6:1 14:17 23:2 27:7 57 5 +M19902 0 641246 999-99-9 Inactive 4:30 14:23 23:1 27:5 59 4 +M19903 0 641247 999-99-9 Inactive 4:28 9:1 14:24 23:1 27:5 59 5 +M19904 0 641248 999-99-9 Inactive 4:30 14:23 23:1 27:5 59 4 +M19905 0 641249 999-99-9 Inactive 3:1 4:30 14:22 23:1 27:5 59 5 +M19906 0 641250 999-99-9 Inactive 4:26 6:2 14:16 23:2 27:5 51 5 +M19907 0 641251 999-99-9 Inactive 4:24 14:16 23:4 27:5 34:1 50 5 +M19908 0 641252 999-99-9 Inactive 4:29 14:20 23:2 27:6 57 4 +M19909 0 641253 999-99-9 Inactive 4:26 6:1 14:17 23:2 27:5 51 5 +M19910 0 641254 999-99-9 Inactive 4:18 14:17 23:3 27:4 42 4 +M19911 0 641258 999-99-9 Inactive 4:33 14:40 27:19 92 3 +M19912 0 641259 999-99-9 Inactive 4:32 14:38 27:19 89 3 +M19913 0 641260 999-99-9 Inactive 4:26 14:28 27:15 69 3 +M19914 0 641261 999-99-9 Inactive 4:62 14:78 23:14 27:14 168 4 +M19915 0 641274 999-99-9 Active 4:10 14:13 23:5 27:2 30 4 +M19916 0 641275 999-99-9 Inactive 4:14 6:1 14:17 23:4 36 4 +M19917 0 641276 999-99-9 Inactive 4:14 6:1 14:17 23:4 36 4 +M19918 0 641277 999-99-9 Inactive 4:15 6:1 14:19 23:4 39 4 +M19919 0 641278 999-99-9 Inactive 4:15 6:1 14:19 23:4 39 4 +M19920 0 641279 999-99-9 Inactive 4:17 14:19 23:3 27:6 45 4 +M19921 0 641280 999-99-9 Inactive 4:38 6:6 14:20 27:8 34:6 78 5 +M19922 0 641281 999-99-9 Inactive 3:2 4:38 6:4 14:20 27:8 34:6 78 6 +M19923 0 641282 999-99-9 Inactive 4:40 6:4 14:26 27:8 34:6 84 5 +M19924 0 641283 999-99-9 Inactive 4:38 6:4 9:2 14:20 27:8 34:6 78 6 +M19925 0 641284 999-99-9 Inactive 4:38 6:6 14:20 27:8 34:6 78 5 +M19926 0 641285 999-99-9 Inactive 4:40 6:4 14:26 27:8 34:6 84 5 +M19927 0 641286 999-99-9 Inactive 4:19 14:35 23:5 59 3 +M19928 0 641287 999-99-9 Inactive 4:12 14:10 23:2 27:1 34:1 26 5 +M19929 0 641288 999-99-9 Inactive 4:10 14:7 23:3 34:1 21 4 +M19930 0 641289 999-99-9 Inactive 4:11 14:9 23:3 34:1 24 4 +M19931 0 641290 999-99-9 Inactive 4:11 14:9 23:3 34:1 24 4 +M19932 0 641291 999-99-9 Inactive 4:10 14:9 23:3 34:1 23 4 +M19933 0 641292 999-99-9 Inactive 4:12 14:10 23:2 27:1 34:2 27 5 +M19934 0 641293 999-99-9 Inactive 4:8 6:1 14:6 23:3 27:3 34:1 22 6 +M19935 0 641294 999-99-9 Inactive 2:1 4:15 14:16 23:1 27:2 34:1 36 6 +M19936 0 641295 999-99-9 Active 4:42 14:68 27:16 126 3 +M19937 0 641313 999-99-9 Inactive 4:26 14:24 27:3 34:1 54 4 +M19938 0 641314 999-99-9 Inactive 4:20 14:20 27:3 43 3 +M19939 0 641315 999-99-9 Inactive 4:11 14:10 27:2 34:1 24 4 +M19940 0 641316 999-99-9 Inactive 4:14 14:16 27:2 34:1 33 4 +M19941 0 641317 999-99-9 Inactive 3:1 4:13 14:15 23:4 27:2 35 5 +M19942 0 641377 999-99-9 Inactive 4:14 14:14 23:4 27:5 34:1 38 5 +M19943 0 641378 999-99-9 Inactive 4:11 14:9 23:3 27:3 34:1 27 5 +M19944 0 641379 999-99-9 Inactive 4:31 14:27 23:3 27:8 69 4 +M19945 0 641380 999-99-9 Inactive 4:33 14:51 23:3 27:8 95 4 +M19946 0 641383 999-99-9 Inactive 4:16 14:20 23:2 27:6 44 4 +M19947 0 641391 999-99-9 Inactive 4:36 23:5 27:8 49 3 +M19948 0 641392 999-99-9 Inactive 4:24 23:3 27:4 31 3 +M19949 0 641393 999-99-9 Inactive 4:26 14:15 23:1 27:2 44 4 +M19950 0 641394 999-99-9 Inactive 4:22 14:13 23:1 27:2 38 4 +M19951 0 641395 999-99-9 Inactive 4:17 14:11 23:1 27:3 32 4 +M19952 0 641396 999-99-9 Inactive 4:18 14:13 23:1 27:3 35 4 +M19953 0 641401 999-99-9 Inactive 4:20 14:18 27:6 44 3 +M19954 0 641402 999-99-9 Inactive 4:14 9:1 14:14 23:1 27:5 35 5 +M19955 0 641403 999-99-9 Inactive 4:20 6:2 14:17 23:5 27:7 51 5 +M19956 0 641404 999-99-9 Inactive 4:27 14:17 23:3 27:7 54 4 +M19957 0 641405 999-99-9 Inactive 4:20 14:14 23:2 27:5 41 4 +M19958 0 641406 999-99-9 Inactive 4:16 14:20 23:2 27:4 34:1 43 5 +M19959 0 641407 999-99-9 Inactive 4:18 14:15 23:3 27:8 34:1 45 5 +M19960 0 641408 999-99-9 Inactive 3:1 4:26 14:30 23:5 27:4 66 5 +M19961 0 641409 999-99-9 Inactive 4:21 14:31 23:3 27:6 34:1 62 5 +M19962 0 641410 999-99-9 Inactive 3:1 4:17 14:23 23:1 27:7 28:1 50 6 +M19963 0 641411 999-99-9 Inactive 4:15 6:2 14:18 23:1 27:7 28:1 44 6 +M19964 0 641412 999-99-9 Inactive 4:16 14:18 23:2 27:9 34:1 46 5 +M19965 0 641413 999-99-9 Inactive 4:18 14:16 23:4 27:8 34:1 47 5 +M19966 0 641414 999-99-9 Inactive 4:22 14:20 23:6 27:4 34:1 53 5 +M19967 0 641415 999-99-9 Inactive 4:19 14:21 23:5 27:8 34:1 54 5 +M19968 0 641416 999-99-9 Inactive 4:22 6:1 14:28 23:3 27:5 59 5 +M19969 0 641420 999-99-9 Inactive 4:15 14:14 23:2 27:9 40 4 +M19970 0 641421 999-99-9 Inactive 4:17 14:18 23:2 27:4 41 4 +M19971 0 641422 999-99-9 Inactive 4:24 14:27 23:3 27:6 60 4 +M19972 0 641423 999-99-9 Inactive 4:21 6:2 14:19 23:5 27:7 34:1 55 6 +M19973 0 641424 999-99-9 Inactive 4:25 14:14 23:4 27:7 50 4 +M19974 0 641425 999-99-9 Inactive 4:21 14:18 23:4 27:8 51 4 +M19975 0 641426 999-99-9 Inactive 4:17 14:20 23:6 27:4 47 4 +M19976 0 641427 999-99-9 Inactive 4:17 14:20 23:6 27:6 34:1 50 5 +M19977 0 641428 999-99-9 Inactive 4:15 6:2 14:14 23:6 27:4 34:1 42 6 +M19978 0 641429 999-99-9 Inactive 4:15 6:1 14:14 23:7 27:6 34:1 44 6 +M19979 0 641430 999-99-9 Inactive 4:19 14:24 23:6 27:5 34:1 55 5 +M19980 0 641431 999-99-9 Inactive 4:30 6:2 14:24 23:6 27:2 34:1 65 6 +M19981 0 641432 999-99-9 Inactive 4:17 14:19 23:7 27:6 34:1 50 5 +M19982 0 641433 999-99-9 Inactive 4:15 6:1 14:15 23:6 27:4 34:1 42 6 +M19983 0 641434 999-99-9 Inactive 4:24 14:17 23:5 27:4 50 4 +M19984 0 641435 999-99-9 Inactive 4:19 6:2 14:14 23:6 27:6 47 5 +M19985 0 641436 999-99-9 Inactive 4:16 14:17 23:7 27:7 34:1 48 5 +M19986 0 641437 999-99-9 Inactive 4:25 6:2 14:15 23:5 27:6 53 5 +M19987 0 641438 999-99-9 Inactive 4:16 14:17 23:3 27:4 40 4 +M19988 0 641439 999-99-9 Inactive 4:17 14:19 23:3 27:4 43 4 +M19989 0 641440 999-99-9 Inactive 4:24 6:1 14:18 23:3 27:6 52 5 +M19990 0 641441 999-99-9 Inactive 4:16 14:14 23:8 27:6 34:1 45 5 +M19991 0 641442 999-99-9 Inactive 4:15 6:2 14:13 23:7 27:6 34:1 44 6 +M19992 0 641443 999-99-9 Inactive 4:19 9:3 14:13 23:8 27:7 50 5 +M19993 0 641444 999-99-9 Inactive 4:19 14:24 23:6 27:4 34:1 54 5 +M19994 0 641445 999-99-9 Inactive 4:21 14:17 23:7 27:8 53 4 +M19995 0 641446 999-99-9 Inactive 4:13 14:12 23:6 27:2 33 4 +M19996 0 641447 999-99-9 Inactive 4:19 14:16 23:4 39 3 +M19997 0 641448 999-99-9 Inactive 4:18 14:14 23:4 27:1 37 4 +M19998 0 641449 999-99-9 Active 3:1 4:18 6:2 14:16 23:1 27:6 44 6 +M19999 0 641450 999-99-9 Active 4:25 14:35 23:1 27:6 67 4 +M20000 0 641451 999-99-9 Active 3:1 4:22 6:2 14:21 27:6 52 5 +M20001 0 641452 999-99-9 Active 3:2 4:25 14:31 23:1 27:6 65 5 +M20002 0 641453 999-99-9 Inactive 4:60 14:104 164 2 +M20003 0 641468 999-99-9 Inactive 4:14 14:11 23:1 27:4 30 4 +M20004 0 641469 999-99-9 Inactive 4:17 14:16 23:2 27:2 37 4 +M20005 0 641470 999-99-9 Inactive 4:22 14:27 23:1 27:3 53 4 +M20006 0 641471 999-99-9 Inactive 4:15 14:16 27:1 34:1 33 4 +M20007 0 641472 999-99-9 Inactive 4:15 14:16 27:1 34:1 33 4 +M20008 0 641473 999-99-9 Inactive 4:32 22:2 23:4 27:12 28:4 54 5 +M20009 0 641474 999-99-9 Inactive 4:37 14:70 23:5 27:12 28:5 131 6 +M20010 0 641476 999-99-9 Inactive 4:18 6:2 14:15 23:1 27:3 39 5 +M20011 0 641477 999-99-9 Inactive 4:18 14:18 27:4 40 3 +M20012 0 641478 999-99-9 Inactive 4:17 14:16 27:4 37 3 +M20013 0 641479 999-99-9 Inactive 4:18 14:16 27:4 38 3 +M20014 0 641480 999-99-9 Inactive 4:17 14:14 27:4 35 3 +M20015 0 641481 999-99-9 Inactive 4:11 14:16 27:4 31 3 +M20016 0 641482 999-99-9 Inactive 4:16 14:29 23:1 27:3 49 4 +M20017 0 641483 999-99-9 Inactive 4:20 14:33 23:1 27:3 57 4 +M20018 0 641485 999-99-9 Active 4:37 14:30 23:4 24:1 27:21 34:6 99 6 +M20019 0 641486 999-99-9 Active 4:37 14:30 23:4 24:1 27:20 34:7 99 6 +M20020 0 641518 999-99-9 Inactive 4:19 14:20 27:3 42 3 +M20021 0 641519 999-99-9 Inactive 4:21 14:24 27:5 50 3 +M20022 0 641520 999-99-9 Inactive 4:16 14:14 27:6 36 3 +M20023 0 641521 999-99-9 Inactive 4:19 14:20 27:6 45 3 +M20024 0 641522 999-99-9 Inactive 4:21 14:22 27:5 48 3 +M20025 0 641523 999-99-9 Inactive 4:22 14:26 27:5 53 3 +M20026 0 641524 999-99-9 Inactive 4:20 14:20 27:6 46 3 +M20027 0 641525 999-99-9 Inactive 4:23 14:20 27:10 53 3 +M20028 0 641526 999-99-9 Inactive 4:18 14:18 27:4 40 3 +M20029 0 641527 999-99-9 Inactive 4:23 14:26 27:6 55 3 +M20030 0 641528 999-99-9 Inactive 4:18 14:20 27:6 44 3 +M20031 0 641529 999-99-9 Inactive 4:17 14:18 27:6 41 3 +M20032 0 641530 129618-40-2 Active 4:15 14:14 23:4 27:1 34 4 +M20033 0 641531 999-99-9 Inactive 4:11 14:12 23:2 34:1 26 4 +M20034 0 641533 999-99-9 Inactive 4:6 6:8 14 2 +M20035 0 641534 999-99-9 Inactive 4:24 14:24 23:2 50 3 +M20036 0 641535 999-99-9 Inactive 4:15 6:1 14:22 23:1 39 4 +M20037 0 641536 999-99-9 Inactive 4:23 6:1 14:24 23:3 27:2 53 5 +M20038 0 641537 999-99-9 Inactive 4:21 14:20 23:2 27:4 47 4 +M20039 0 641538 999-99-9 Inactive 4:10 6:3 14:10 23:3 26 4 +M20040 0 641539 999-99-9 Inactive 4:10 6:1 14:12 23:3 26 4 +M20041 0 641540 999-99-9 Inactive 4:11 6:1 14:14 23:3 27:1 30 5 +M20042 0 641541 999-99-9 Inactive 3:2 4:12 14:11 23:1 27:2 28 5 +M20043 0 641542 999-99-9 Inactive 3:5 4:12 14:8 23:1 27:2 28 5 +M20044 0 641543 999-99-9 Inactive 3:5 4:10 14:4 23:1 27:1 21 5 +M20045 0 641544 999-99-9 Inactive 4:31 14:40 23:8 27:11 90 4 +M20046 0 641545 999-99-9 Inactive 4:10 14:13 23:3 27:7 33 4 +M20047 0 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999-99-9 Inactive 4:23 6:1 14:28 23:3 27:3 58 5 +M20064 0 641609 999-99-9 Inactive 4:40 14:32 23:10 27:12 34:2 96 5 +M20065 0 641610 999-99-9 Inactive 4:16 6:1 14:18 23:7 27:1 34:1 44 6 +M20066 0 641611 999-99-9 Inactive 4:24 6:1 14:20 23:5 27:3 53 5 +M20067 0 641612 999-99-9 Inactive 4:15 14:12 23:6 27:6 39 4 +M20068 0 641613 999-99-9 Inactive 4:17 14:14 23:8 27:6 45 4 +M20069 0 641614 999-99-9 Inactive 4:24 14:20 23:6 27:6 56 4 +M20070 0 641615 999-99-9 Inactive 4:25 14:23 23:3 27:5 56 4 +M20071 0 641616 999-99-9 Inactive 4:18 6:1 14:14 23:5 27:6 44 5 +M20072 0 641617 999-99-9 Inactive 4:16 14:15 23:5 27:5 41 4 +M20073 0 641618 999-99-9 Inactive 4:22 6:1 14:22 23:5 27:3 34:2 55 6 +M20074 0 641626 999-99-9 Active 4:21 6:1 14:24 23:1 27:2 34:1 50 6 +M20075 0 641635 999-99-9 Active 4:18 6:1 14:18 23:1 27:3 34:1 42 6 +M20076 0 641654 999-99-9 Active 4:18 6:1 14:18 23:1 27:2 34:1 41 6 +M20077 0 641660 999-99-9 Active 4:16 6:1 14:17 23:2 27:2 34:1 39 6 +M20078 0 641661 999-99-9 Active 4:17 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999-99-9 Inactive 4:12 14:10 23:2 27:4 34:1 29 5 +M20190 0 641882 999-99-9 Active 4:26 14:32 23:2 27:2 62 4 +M20191 0 641988 999-99-9 Inactive 3:1 4:19 14:15 23:4 27:5 44 5 +M20192 0 641989 999-99-9 Inactive 4:14 6:3 14:10 23:1 27:7 35 5 +M20193 0 641990 999-99-9 Inactive 4:18 6:1 9:3 14:15 23:1 27:6 44 6 +M20194 0 641991 999-99-9 Inactive 4:25 14:27 23:3 27:5 60 4 +M20195 0 641992 999-99-9 Inactive 4:18 6:1 14:18 23:1 27:6 44 5 +M20196 0 641993 999-99-9 Inactive 4:22 14:24 23:6 27:5 57 4 +M20197 0 641994 999-99-9 Inactive 4:15 6:1 14:15 23:4 27:7 42 5 +M20198 0 641995 999-99-9 Inactive 4:18 14:21 23:1 27:9 34:1 50 5 +M20199 0 641996 999-99-9 Inactive 4:15 6:1 14:15 23:2 27:10 34:1 44 6 +M20200 0 641997 999-99-9 Inactive 4:8 14:7 23:1 27:2 34:1 19 5 +M20201 0 641998 999-99-9 Inactive 4:13 14:14 23:2 27:3 32 4 +M20202 0 641999 999-99-9 Inactive 4:19 14:14 23:2 27:7 42 4 +M20203 0 642000 999-99-9 Inactive 4:13 6:1 14:13 23:4 27:8 34:2 41 6 +M20204 0 642001 999-99-9 Inactive 4:22 14:21 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999-99-9 Inactive 4:16 14:23 23:1 27:3 43 4 +M20843 0 643778 999-99-9 Inactive 4:15 14:20 23:2 27:4 41 4 +M20844 0 643779 999-99-9 Inactive 4:16 14:20 23:2 27:2 40 4 +M20845 0 643780 999-99-9 Inactive 4:16 14:20 23:2 27:2 40 4 +M20846 0 643781 999-99-9 Inactive 4:15 6:1 14:20 23:1 27:2 39 5 +M20847 0 643782 999-99-9 Inactive 4:15 6:1 14:20 23:1 27:2 39 5 +M20848 0 643783 999-99-9 Inactive 4:16 9:3 14:20 23:1 27:2 42 5 +M20849 0 643784 999-99-9 Inactive 4:19 14:22 23:2 27:6 49 4 +M20850 0 643785 999-99-9 Inactive 4:18 14:20 23:2 27:5 45 4 +M20851 0 643786 999-99-9 Inactive 4:29 14:28 23:4 27:7 68 4 +M20852 0 643787 999-99-9 Inactive 4:28 14:27 23:3 27:5 63 4 +M20853 0 643788 999-99-9 Inactive 4:11 14:16 23:2 27:7 36 4 +M20854 0 643789 999-99-9 Inactive 4:16 14:18 23:2 27:7 43 4 +M20855 0 643790 999-99-9 Inactive 4:13 14:21 23:5 27:6 45 4 +M20856 0 643791 999-99-9 Inactive 4:16 14:19 23:5 27:6 46 4 +M20857 0 643812 999-99-9 Inactive 4:18 14:21 24:1 27:8 28:1 49 5 +M20858 0 643813 999-99-9 Inactive 4:20 14:22 24:1 27:7 50 4 +M20859 0 643814 999-99-9 Inactive 4:16 14:15 23:1 27:4 36 4 +M20860 0 643815 999-99-9 Inactive 3:1 4:15 6:1 14:24 27:1 42 5 +M20861 0 643816 999-99-9 Inactive 4:22 14:17 23:1 27:2 42 4 +M20862 0 643817 999-99-9 Inactive 4:6 14:6 23:4 27:8 24 4 +M20863 0 643818 999-99-9 Inactive 4:18 14:16 23:4 27:2 40 4 +M20864 0 643819 999-99-9 Inactive 4:13 14:12 23:2 27 3 +M20865 0 643820 999-99-9 Inactive 4:9 14:13 23:1 27:4 34:1 28 5 +M20866 0 643835 999-99-9 Inactive 4:28 14:40 27:10 37:1 79 4 +M20867 0 643836 999-99-9 Inactive 4:24 14:32 27:10 37:1 67 4 +M20868 0 643837 999-99-9 Inactive 4:28 14:40 27:10 37:1 79 4 +M20869 0 643838 999-99-9 Inactive 4:18 9:2 14:18 27:4 37:1 43 5 +M20870 0 643839 999-99-9 Inactive 4:22 9:2 14:26 27:4 37:1 55 5 +M20871 0 643840 999-99-9 Inactive 4:18 9:2 14:18 27:4 37:1 43 5 +M20872 0 643841 999-99-9 Inactive 4:22 9:4 14:24 27:4 37:1 55 5 +M20873 0 643842 999-99-9 Inactive 4:22 9:4 14:24 27:4 37:1 55 5 +M20874 0 643843 999-99-9 Inactive 4:22 9:4 14:24 27:4 37:1 55 5 +M20875 0 643844 999-99-9 Inactive 4:22 9:4 14:24 27:4 37:1 55 5 +M20876 0 643845 999-99-9 Inactive 4:24 14:34 23:2 27:4 37:1 65 5 +M20877 0 643846 999-99-9 Inactive 4:28 14:42 27:11 37:2 83 4 +M20878 0 643847 999-99-9 Inactive 4:36 14:58 27:11 37:2 107 4 +M20879 0 643848 999-99-9 Inactive 4:36 14:58 27:11 37:2 107 4 +M20880 0 643849 999-99-9 Inactive 4:22 9:2 14:28 27:5 37:2 59 5 +M20881 0 643850 999-99-9 Inactive 4:22 9:2 14:28 27:5 37:2 59 5 +M20882 0 643851 999-99-9 Inactive 4:22 9:2 14:28 27:5 37:2 59 5 +M20883 0 643852 999-99-9 Inactive 4:22 9:4 14:26 27:5 37:2 59 5 +M20884 0 643853 999-99-9 Inactive 4:30 9:4 14:42 27:5 37:2 83 5 +M20885 0 643854 999-99-9 Inactive 4:30 9:4 14:42 27:5 37:2 83 5 +M20886 0 643855 999-99-9 Inactive 4:30 9:4 14:42 27:5 37:2 83 5 +M20887 0 643856 999-99-9 Inactive 4:24 14:34 27:7 37:2 67 4 +M20888 0 643857 999-99-9 Inactive 4:24 14:34 27:7 37:2 67 4 +M20889 0 643858 999-99-9 Inactive 4:24 9:2 14:30 27:4 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999-99-9 Inactive 4:40 14:36 23:2 27:9 34:1 88 5 +M20906 0 643916 999-99-9 Inactive 4:30 14:22 27:3 55 3 +M20907 0 643917 999-99-9 Inactive 4:13 14:20 23:2 27:5 40 4 +M20908 0 643918 999-99-9 Inactive 4:10 14:11 23:5 27:3 29 4 +M20909 0 643919 999-99-9 Inactive 4:10 14:12 23:2 27:3 27 4 +M20910 0 643920 999-99-9 Inactive 4:10 14:11 23:5 27:1 27 4 +M20911 0 643921 999-99-9 Inactive 4:11 14:16 23:2 27:3 32 4 +M20912 0 643922 999-99-9 Inactive 4:11 14:15 23:5 27:1 32 4 +M20913 0 643923 999-99-9 Inactive 4:10 14:11 23:5 27:2 28 4 +M20914 0 643924 999-99-9 Inactive 4:10 14:16 23:2 27:4 32 4 +M20915 0 643925 999-99-9 Inactive 4:11 14:14 23:2 27:3 30 4 +M20916 0 643926 999-99-9 Inactive 4:16 14:24 27:14 54 3 +M20917 0 643928 999-99-9 Inactive 4:14 14:25 23:1 27:8 48 4 +M20918 0 643977 999-99-9 Inactive 4:9 14:8 23:4 27:3 24 4 +M20919 0 643978 999-99-9 Inactive 4:17 14:16 27:6 39 3 +M20920 0 643980 999-99-9 Active 4:17 6:1 14:31 23:2 27:2 53 5 +M20921 0 643981 999-99-9 Inactive 4:25 14:39 23:3 27:4 71 4 +M20922 0 643982 999-99-9 Inactive 4:29 14:45 23:1 27:5 80 4 +M20923 0 643992 999-99-9 Inactive 4:18 6:1 14:26 23:1 27:1 47 5 +M20924 0 643993 999-99-9 Inactive 4:19 6:1 14:28 23:1 27:1 50 5 +M20925 0 643994 999-99-9 Inactive 4:20 6:2 14:32 23:2 27:1 34:1 58 6 +M20926 0 643995 999-99-9 Inactive 4:24 6:1 14:24 23:1 27:1 51 5 +M20927 0 644011 999-99-9 Inactive 4:38 14:22 27:2 62 3 +M20928 0 644012 999-99-9 Inactive 4:20 14:24 27:1 35:1 36:1 47 5 +M20929 0 644013 999-99-9 Inactive 4:25 14:22 27:11 58 3 +M20930 0 644014 999-99-9 Inactive 4:18 14:24 27:4 34:8 54 4 +M20931 0 644015 999-99-9 Inactive 4:20 14:24 27:9 53 3 +M20932 0 644017 999-99-9 Inactive 4:9 14:21 23:1 27:6 28:2 39 5 +M20933 0 644019 999-99-9 Inactive 4:20 14:24 27:5 49 3 +M20934 0 644022 999-99-9 Inactive 4:22 9:3 14:29 23:6 27:3 63 5 +M20935 0 644035 999-99-9 Inactive 4:20 14:16 23:4 27:3 34:1 44 5 +M20936 0 644036 999-99-9 Inactive 4:21 14:18 23:6 27:3 34:1 49 5 +M20937 0 644037 999-99-9 Inactive 4:26 14:22 23:6 27:3 34:1 58 5 +M20938 0 644038 999-99-9 Inactive 4:24 14:19 23:5 27:4 34:1 53 5 +M20939 0 644039 999-99-9 Inactive 4:26 14:27 23:5 27:4 34:1 63 5 +M20940 0 644040 999-99-9 Inactive 4:27 14:29 23:7 27:4 34:1 68 5 +M20941 0 644041 999-99-9 Inactive 4:32 14:33 23:7 27:4 34:1 77 5 +M20942 0 644042 999-99-9 Inactive 4:30 14:30 23:6 27:5 34:1 72 5 +M20943 0 644043 165121-46-0 Inactive 4:20 14:15 23:3 27:3 34:1 42 5 +M20944 0 644044 999-99-9 Inactive 4:21 14:17 23:5 27:3 34:1 47 5 +M20945 0 644045 999-99-9 Inactive 4:26 14:21 23:5 27:3 34:1 56 5 +M20946 0 644046 999-99-9 Inactive 4:24 14:18 23:4 27:4 34:1 51 5 +M20947 0 644047 999-99-9 Inactive 4:27 14:29 23:5 27:6 34:2 69 5 +M20948 0 644048 999-99-9 Inactive 4:31 14:32 23:6 27:7 34:2 78 5 +M20949 0 644049 999-99-9 Inactive 4:28 14:31 23:7 27:6 34:2 74 5 +M20950 0 644050 999-99-9 Inactive 4:33 14:35 23:7 27:6 34:2 83 5 +M20951 0 644051 999-99-9 Inactive 4:26 6:1 14:26 23:5 27:4 34:1 63 6 +M20952 0 644052 999-99-9 Inactive 4:27 6:1 14:28 23:7 27:4 34:1 68 6 +M20953 0 644053 999-99-9 Inactive 4:32 6:1 14:32 23:7 27:4 34:1 77 6 +M20954 0 644054 999-99-9 Inactive 4:30 6:1 14:29 23:6 27:5 34:1 72 6 +M20955 0 644055 999-99-9 Inactive 4:28 6:1 14:30 23:7 27:6 34:2 74 6 +M20956 0 644056 999-99-9 Inactive 4:33 6:1 14:34 23:7 27:6 34:2 83 6 +M20957 0 644068 999-99-9 Inactive 4:16 14:17 23:3 27:1 37 4 +M20958 0 644069 999-99-9 Inactive 4:7 6:3 14:8 23:1 27:2 21 5 +M20959 0 644070 999-99-9 Inactive 4:18 14:26 23:4 27:3 51 4 +M20960 0 644071 999-99-9 Inactive 4:21 14:32 23:4 27:3 60 4 +M20961 0 644072 999-99-9 Inactive 4:25 14:32 23:4 27:3 64 4 +M20962 0 644073 999-99-9 Inactive 4:18 14:25 23:5 27:4 52 4 +M20963 0 644074 999-99-9 Inactive 4:21 14:31 23:5 27:4 61 4 +M20964 0 644075 999-99-9 Inactive 4:25 14:31 23:5 27:4 65 4 +M20965 0 644076 999-99-9 Inactive 4:19 14:28 23:4 27:3 54 4 +M20966 0 644077 999-99-9 Inactive 4:22 14:34 23:4 27:3 63 4 +M20967 0 644078 999-99-9 Inactive 4:26 14:34 23:4 27:3 67 4 +M20968 0 644079 999-99-9 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Inactive 4:11 14:14 27:5 30 3 +M20985 0 644211 999-99-9 Inactive 4:29 6:1 14:48 23:5 27:8 91 5 +M20986 0 644213 999-99-9 Inactive 4:15 14:16 23:4 27:5 40 4 +M20987 0 644214 999-99-9 Inactive 4:11 9:1 14:8 23:3 27:3 26 5 +M20988 0 644215 999-99-9 Inactive 4:12 9:1 14:11 23:4 27:3 31 5 +M20989 0 644216 999-99-9 Inactive 4:11 9:1 14:10 23:3 27:3 28 5 +M20990 0 644217 999-99-9 Inactive 4:11 14:11 23:3 27:3 28 4 +M20991 0 644218 999-99-9 Inactive 4:15 6:1 14:19 23:4 27:4 43 5 +M20992 0 644219 999-99-9 Inactive 4:17 14:17 23:3 27:5 42 4 +M20993 0 644220 999-99-9 Inactive 4:17 6:1 14:18 23:3 27:5 44 5 +M20994 0 644221 999-99-9 Inactive 4:17 6:1 14:18 23:3 27:5 44 5 +M20995 0 644222 999-99-9 Inactive 4:15 14:19 23:7 27:1 34:1 43 5 +M20996 0 644223 999-99-9 Inactive 4:23 6:1 14:25 23:7 27:2 58 5 +M20997 0 644224 999-99-9 Inactive 4:22 14:27 23:5 27:1 55 4 +M20998 0 644225 999-99-9 Inactive 4:22 14:28 23:4 27:1 55 4 +M20999 0 644226 999-99-9 Inactive 4:22 14:30 23:2 27:3 57 4 +M21000 0 644246 999-99-9 Inactive 4:17 6:1 14:25 23:2 27:5 50 5 +M21001 0 644247 999-99-9 Inactive 4:17 6:1 14:23 23:2 27:1 44 5 +M21002 0 644248 999-99-9 Inactive 4:18 14:24 23:2 27:1 45 4 +M21003 0 644249 999-99-9 Inactive 4:10 14:19 23:1 27:2 32 4 +M21004 0 644250 999-99-9 Inactive 4:14 14:17 23:3 27:2 36 4 +M21005 0 644251 999-99-9 Inactive 4:21 14:19 23:3 27:3 46 4 +M21006 0 644252 999-99-9 Inactive 4:22 14:21 23:3 27:3 49 4 +M21007 0 644253 999-99-9 Inactive 4:22 14:21 23:3 27:4 50 4 +M21008 0 644254 999-99-9 Inactive 4:21 14:18 23:4 27:5 48 4 +M21009 0 644255 999-99-9 Inactive 4:21 6:1 14:18 23:3 27:3 46 5 +M21010 0 644263 999-99-9 Inactive 4:12 14:16 27:2 30 3 +M21011 0 644264 999-99-9 Inactive 4:32 14:40 23:2 27:4 78 4 +M21012 0 644265 999-99-9 Inactive 3:1 4:17 14:17 27:3 38 4 +M21013 0 644266 999-99-9 Inactive 4:14 14:19 23:1 27:3 37 4 +M21014 0 644267 999-99-9 Inactive 4:13 14:17 23:1 27:2 33 4 +M21015 0 644268 999-99-9 Inactive 4:16 14:23 23:1 27:5 45 4 +M21016 0 644269 999-99-9 Inactive 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Inactive 4:17 14:16 27:1 34 3 +M21034 0 644287 999-99-9 Inactive 4:17 14:16 27:2 35 3 +M21035 0 644288 999-99-9 Inactive 4:18 6:1 14:14 23:1 27:2 36 5 +M21036 0 644289 999-99-9 Inactive 4:19 14:23 23:1 27:1 44 4 +M21037 0 644290 999-99-9 Inactive 4:15 14:22 23:2 27:1 40 4 +M21038 0 644291 999-99-9 Inactive 4:17 14:26 23:2 27:3 48 4 +M21039 0 644292 999-99-9 Inactive 4:19 14:30 23:2 27:3 54 4 +M21040 0 644293 999-99-9 Inactive 4:19 14:22 23:2 27:1 44 4 +M21041 0 644294 999-99-9 Inactive 4:20 14:32 23:2 27:3 57 4 +M21042 0 644295 999-99-9 Inactive 4:14 14:20 23:2 27:1 37 4 +M21043 0 644296 999-99-9 Inactive 4:28 14:32 23:2 27:1 63 4 +M21044 0 644297 999-99-9 Inactive 4:6 14:13 23:1 27:3 23 4 +M21045 0 644298 999-99-9 Inactive 4:18 14:19 23:1 27:8 46 4 +M21046 0 644299 999-99-9 Inactive 4:10 14:17 23:1 27:2 30 4 +M21047 0 644300 999-99-9 Inactive 4:10 14:17 23:1 27:3 31 4 +M21048 0 644301 999-99-9 Inactive 4:11 14:19 23:1 27:3 34 4 +M21049 0 644302 999-99-9 Inactive 4:14 14:25 23:1 27:3 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644319 999-99-9 Inactive 4:17 14:26 23:2 27:2 47 4 +M21067 0 644320 999-99-9 Inactive 4:17 14:19 23:1 27:2 39 4 +M21068 0 644321 999-99-9 Inactive 4:17 14:19 23:3 39 3 +M21069 0 644322 999-99-9 Inactive 4:15 14:16 27:1 32 3 +M21070 0 644323 999-99-9 Inactive 4:16 14:20 23:2 27:4 34:1 43 5 +M21071 0 644324 999-99-9 Inactive 4:25 14:28 27:1 54 3 +M21072 0 644325 999-99-9 Inactive 4:9 14:14 27:1 24 3 +M21073 0 644326 999-99-9 Inactive 4:14 9:6 14:10 16:2 27:7 34:2 41 6 +M21074 0 644327 999-99-9 Inactive 4:10 14:8 27:3 21 3 +M21075 0 644328 999-99-9 Inactive 4:21 14:34 23:2 27:1 34:2 60 5 +M21076 0 644329 999-99-9 Inactive 4:13 14:26 23:2 34:2 43 4 +M21077 0 644330 999-99-9 Inactive 4:12 14:22 23:2 34:1 37 4 +M21078 0 644331 999-99-9 Inactive 4:16 14:21 23:1 27:3 34:1 42 5 +M21079 0 644332 999-99-9 Inactive 4:18 14:21 23:1 27:4 44 4 +M21080 0 644333 999-99-9 Inactive 4:8 14:16 23:2 27:2 28 4 +M21081 0 644334 999-99-9 Inactive 4:24 14:32 23:2 27:2 36:1 61 5 +M21082 0 644335 999-99-9 Inactive 4:11 14:16 23:2 27:1 30 4 +M21083 0 644336 999-99-9 Inactive 4:13 14:13 23:1 27:1 28 4 +M21084 0 644337 999-99-9 Inactive 4:22 14:24 23:2 27:3 51 4 +M21085 0 644340 999-99-9 Inactive 4:16 14:20 23:4 27:4 44 4 +M21086 0 644432 999-99-9 Inactive 4:9 14:12 27:3 24 3 +M21087 0 644433 999-99-9 Inactive 4:9 14:12 27:3 24 3 +M21088 0 644468 999-99-9 Inactive 4:26 14:52 23:6 27:11 34:1 96 5 +M21089 0 644471 999-99-9 Inactive 4:30 6:2 14:25 23:5 27:2 64 5 +M21090 0 644473 999-99-9 Inactive 4:24 9:1 14:17 23:6 27:5 53 5 +M21091 0 644475 999-99-9 Inactive 4:25 6:1 14:22 23:3 27:5 56 5 +M21092 0 644476 999-99-9 Inactive 4:20 6:1 14:20 23:3 27:3 47 5 +M21093 0 644477 999-99-9 Inactive 4:25 6:2 14:21 23:3 27:3 54 5 +M21094 0 644478 999-99-9 Inactive 4:26 14:25 23:3 27:4 58 4 +M21095 0 644479 999-99-9 Inactive 4:24 14:21 23:3 27:4 52 4 +M21096 0 644480 999-99-9 Inactive 4:16 9:1 14:14 23:3 27:2 36 5 +M21097 0 644496 999-99-9 Inactive 4:12 14:15 23:7 27:5 39 4 +M21098 0 644497 999-99-9 Inactive 4:11 14:13 23:7 27:5 36 4 +M21099 0 644498 999-99-9 Inactive 4:13 6:1 14:16 23:3 27:3 36 5 +M21100 0 644499 999-99-9 Inactive 3:1 4:11 14:13 23:4 27:2 31 5 +M21101 0 644500 999-99-9 Inactive 3:1 4:15 14:15 23:4 27:2 37 5 +M21102 0 644501 999-99-9 Inactive 4:33 14:50 27:5 34:1 89 4 +M21103 0 644502 999-99-9 Inactive 4:23 6:2 14:24 27:6 55 4 +M21104 0 644503 999-99-9 Inactive 4:27 6:2 14:29 23:1 27:6 65 5 +M21105 0 644547 999-99-9 Inactive 4:16 14:16 23:2 27:1 35 4 +M21106 0 644548 999-99-9 Inactive 4:18 14:20 23:2 27:1 41 4 +M21107 0 644549 999-99-9 Inactive 4:17 14:18 23:2 27:2 39 4 +M21108 0 644550 999-99-9 Inactive 4:18 14:20 23:2 27:2 42 4 +M21109 0 644551 999-99-9 Inactive 4:19 14:22 23:2 27:2 45 4 +M21110 0 644552 999-99-9 Inactive 4:17 14:17 23:1 27:1 36 4 +M21111 0 644553 999-99-9 Inactive 4:18 14:19 23:1 27:2 40 4 +M21112 0 644554 999-99-9 Inactive 4:20 14:23 23:1 27:2 46 4 +M21113 0 644555 999-99-9 Inactive 4:16 14:15 23:1 27:1 33 4 +M21114 0 644557 999-99-9 Inactive 4:20 14:21 23:1 27:4 46 4 +M21115 0 644558 999-99-9 Inactive 4:18 14:17 23:1 27:3 39 4 +M21116 0 644559 999-99-9 Inactive 4:17 14:17 23:1 27:1 36 4 +M21117 0 644575 999-99-9 Inactive 4:20 9:3 14:22 23:3 34:1 49 5 +M21118 0 644576 999-99-9 Inactive 4:20 14:25 23:1 27:4 50 4 +M21119 0 644577 999-99-9 Inactive 4:19 14:23 23:1 27:4 47 4 +M21120 0 644578 999-99-9 Inactive 4:38 14:36 23:6 27:2 82 4 +M21121 0 644579 999-99-9 Inactive 4:16 14:17 23:1 27:2 36 4 +M21122 0 644580 999-99-9 Inactive 3:1 4:15 14:13 23:4 27:2 35 5 +M21123 0 644581 999-99-9 Inactive 4:10 14:12 23:6 27:3 31 4 +M21124 0 644582 999-99-9 Inactive 4:16 14:16 23:6 27:3 41 4 +M21125 0 644583 999-99-9 Inactive 4:17 14:18 16:1 23:5 27:1 42 5 +M21126 0 644584 999-99-9 Inactive 4:10 6:1 14:15 23:2 27:6 34:3 37 6 +M21127 0 644595 999-99-9 Inactive 4:10 14:13 23:1 27:2 26 4 +M21128 0 644596 999-99-9 Inactive 4:13 14:17 23:1 27:2 33 4 +M21129 0 644597 999-99-9 Inactive 4:13 14:11 23:1 27:2 27 4 +M21130 0 644598 999-99-9 Inactive 4:13 14:11 23:1 27:2 27 4 +M21131 0 644599 999-99-9 Inactive 4:20 14:15 23:1 27:3 39 4 +M21132 0 644600 999-99-9 Inactive 4:13 14:13 23:1 27:2 29 4 +M21133 0 644601 999-99-9 Inactive 4:17 14:13 23:1 27:2 33 4 +M21134 0 644602 999-99-9 Inactive 4:17 14:13 23:1 27:2 33 4 +M21135 0 644619 999-99-9 Inactive 4:10 14:9 23:1 27:2 22 4 +M21136 0 644620 999-99-9 Inactive 4:24 14:24 27:6 54 3 +M21137 0 644621 999-99-9 Inactive 4:15 6:1 14:15 23:6 27:2 39 5 +M21138 0 644622 999-99-9 Inactive 4:21 6:2 14:14 23:2 27:7 46 5 +M21139 0 644623 999-99-9 Inactive 4:12 14:19 23:1 27:2 34 4 +M21140 0 644624 999-99-9 Inactive 4:17 14:21 23:1 27:2 41 4 +M21141 0 644627 999-99-9 Inactive 4:11 6:1 14:12 23:1 27:3 28 5 +M21142 0 644628 999-99-9 Inactive 4:13 6:1 14:16 23:1 27:3 34 5 +M21143 0 644629 999-99-9 Inactive 4:14 6:1 14:18 23:1 27:3 37 5 +M21144 0 644630 999-99-9 Inactive 4:9 14:11 23:1 27:2 34:1 24 5 +M21145 0 644631 999-99-9 Inactive 4:13 6:4 14:12 27:2 31 4 +M21146 0 644632 999-99-9 Inactive 4:13 6:4 14:12 27:2 31 4 +M21147 0 644633 999-99-9 Active 4:12 14:22 23:3 27:7 28:1 45 5 +M21148 0 644634 999-99-9 Inactive 4:11 14:13 23:3 27:4 34:1 32 5 +M21149 0 644635 999-99-9 Inactive 4:12 6:1 14:12 23:3 27:5 34:1 34 6 +M21150 0 644636 999-99-9 Inactive 4:25 6:1 14:25 27:1 52 4 +M21151 0 644637 999-99-9 Inactive 4:26 14:28 27:2 56 3 +M21152 0 644638 999-99-9 Inactive 4:18 14:18 27:1 37 3 +M21153 0 644639 999-99-9 Inactive 4:19 14:20 27:1 40 3 +M21154 0 644640 999-99-9 Inactive 4:24 14:22 27:1 47 3 +M21155 0 644641 999-99-9 Inactive 4:25 6:1 14:25 27:1 52 4 +M21156 0 644642 999-99-9 Inactive 4:26 14:28 27:2 56 3 +M21157 0 644643 999-99-9 Inactive 4:16 14:11 23:1 27:1 34:1 30 5 +M21158 0 644644 999-99-9 Inactive 3:1 4:21 14:14 23:5 41 4 +M21159 0 644646 999-99-9 Inactive 3:1 4:8 14:4 23:5 27:2 20 5 +M21160 0 644647 999-99-9 Inactive 4:17 14:26 27:3 46 3 +M21161 0 644648 999-99-9 Inactive 4:17 14:28 27:3 48 3 +M21162 0 644649 999-99-9 Inactive 4:24 14:34 27:7 65 3 +M21163 0 644650 999-99-9 Inactive 4:16 14:16 27:4 36 3 +M21164 0 644651 999-99-9 Inactive 4:19 14:18 27:6 43 3 +M21165 0 644700 999-99-9 Inactive 4:27 14:27 23:1 27:3 58 4 +M21166 0 644717 999-99-9 Inactive 4:14 14:10 23:4 28 3 +M21167 0 644718 999-99-9 Inactive 4:23 14:40 27:3 66 3 +M21168 0 644719 999-99-9 Inactive 3:1 4:28 14:28 27:3 28:1 61 5 +M21169 0 644720 999-99-9 Inactive 4:16 14:11 23:3 27:1 31 4 +M21170 0 644726 999-99-9 Inactive 4:20 14:18 34:2 40 3 +M21171 0 644727 999-99-9 Inactive 4:18 14:13 23:7 27:8 46 4 +M21172 0 644728 999-99-9 Inactive 4:16 6:1 14:11 23:4 27:5 37 5 +M21173 0 644729 999-99-9 Inactive 4:25 14:24 23:4 27:4 34:1 58 5 +M21174 0 644730 999-99-9 Inactive 4:24 14:20 27:5 49 3 +M21175 0 644731 999-99-9 Inactive 4:15 14:13 23:7 27:5 40 4 +M21176 0 644732 999-99-9 Inactive 4:17 6:3 14:13 23:6 27:2 34:1 42 6 +M21177 0 644733 999-99-9 Inactive 4:23 6:1 14:26 23:3 27:3 56 5 +M21178 0 644734 999-99-9 Inactive 4:16 6:1 14:18 23:7 27:1 34:2 45 6 +M21179 0 644735 999-99-9 Inactive 4:18 14:13 23:5 27:6 42 4 +M21180 0 644736 999-99-9 Inactive 4:13 14:13 23:7 27:4 34:3 40 5 +M21181 0 644737 999-99-9 Inactive 4:15 14:14 23:8 27:3 34:3 43 5 +M21182 0 644738 999-99-9 Inactive 4:17 14:20 23:2 27:3 34:2 44 5 +M21183 0 644739 999-99-9 Inactive 4:12 6:3 14:6 23:3 27:4 34:1 29 6 +M21184 0 644740 999-99-9 Inactive 4:28 6:1 14:20 23:3 27:7 59 5 +M21185 0 644741 999-99-9 Inactive 4:21 14:18 23:4 27:7 50 4 +M21186 0 644742 999-99-9 Inactive 4:21 6:2 14:16 23:4 27:7 50 5 +M21187 0 644743 999-99-9 Inactive 4:25 14:25 23:3 27:6 59 4 +M21188 0 644744 999-99-9 Inactive 4:20 14:13 23:5 27:10 48 4 +M21189 0 644745 999-99-9 Inactive 4:21 14:12 23:6 27:10 49 4 +M21190 0 644746 999-99-9 Inactive 4:29 6:2 14:23 23:5 27:6 34:1 66 6 +M21191 0 644747 999-99-9 Inactive 4:24 6:5 14:12 23:1 27:5 47 5 +M21192 0 644748 999-99-9 Inactive 4:25 6:1 14:18 23:1 27:5 50 5 +M21193 0 644749 999-99-9 Inactive 4:18 14:19 23:5 27:8 50 4 +M21194 0 644750 999-99-9 Inactive 4:21 14:15 23:5 27:9 50 4 +M21195 0 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Inactive 4:25 14:18 23:4 27:6 53 4 +M22119 0 646817 999-99-9 Inactive 4:16 14:14 23:4 27:5 39 4 +M22120 0 646818 999-99-9 Inactive 4:12 14:9 23:5 27:4 34:2 32 5 +M22121 0 646819 999-99-9 Inactive 4:25 14:17 23:5 27:4 51 4 +M22122 0 646820 999-99-9 Inactive 4:21 14:13 23:5 27:8 47 4 +M22123 0 646821 999-99-9 Inactive 4:18 6:2 14:21 23:3 27:6 50 5 +M22124 0 646822 999-99-9 Inactive 4:17 14:14 23:2 27:5 34:1 39 5 +M22125 0 646823 999-99-9 Inactive 4:22 14:17 23:3 27:7 49 4 +M22126 0 646824 999-99-9 Inactive 4:17 14:11 23:3 27:7 38 4 +M22127 0 646825 999-99-9 Inactive 4:36 14:41 23:3 27:4 84 4 +M22128 0 646826 999-99-9 Inactive 4:14 14:12 23:2 27:3 31 4 +M22129 0 646827 999-99-9 Inactive 4:15 14:13 23:3 27:4 35 4 +M22130 0 646828 999-99-9 Inactive 4:14 6:1 14:9 23:2 27:4 30 5 +M22131 0 646829 999-99-9 Inactive 4:17 14:13 23:3 27:6 39 4 +M22132 0 646830 999-99-9 Inactive 4:16 6:1 14:11 23:4 27:5 37 5 +M22133 0 646831 999-99-9 Inactive 4:17 14:14 23:4 27:5 40 4 +M22134 0 646832 999-99-9 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999-99-9 Inactive 4:17 14:15 23:3 27:2 34:1 38 5 +M24360 0 652931 999-99-9 Inactive 4:17 6:1 14:14 23:3 27:2 34:1 38 6 +M24361 0 652932 999-99-9 Inactive 4:17 14:13 23:3 27:1 34:1 35 5 +M24362 0 652933 999-99-9 Inactive 4:17 6:1 14:12 23:3 27:1 34:1 35 6 +M24363 0 652934 999-99-9 Inactive 4:18 14:15 23:3 27:2 34:1 39 5 +M24364 0 652935 999-99-9 Inactive 4:15 14:11 23:3 27:1 34:1 31 5 +M24365 0 652936 999-99-9 Inactive 4:15 14:21 23:5 27:4 45 4 +M24366 0 652937 999-99-9 Inactive 4:17 14:18 23:6 27:5 46 4 +M24367 0 652938 999-99-9 Inactive 4:15 14:22 23:2 27:6 45 4 +M24368 0 652939 999-99-9 Active 4:14 14:22 23:2 27:6 44 4 +M24369 0 652940 999-99-9 Inactive 4:26 14:31 23:5 27:3 36:1 66 5 +M24370 0 652941 999-99-9 Inactive 4:14 14:23 23:1 27:3 37:1 42 5 +M24371 0 652942 999-99-9 Inactive 4:20 14:35 23:1 27:3 37:1 60 5 +M24372 0 652943 999-99-9 Inactive 4:24 14:27 23:1 27:3 37:1 56 5 +M24373 0 652997 999-99-9 Inactive 3:1 4:19 14:11 27:2 33 4 +M24374 0 652998 999-99-9 Inactive 4:20 14:25 23:3 27:2 34:1 51 5 +M24375 0 652999 999-99-9 Inactive 4:15 6:1 14:9 27:3 28 4 +M24376 0 653000 999-99-9 Inactive 4:21 14:48 23:12 27:6 87 4 +M24377 0 653002 999-99-9 Inactive 4:13 14:10 23:4 27:2 29 4 +M24378 0 653003 999-99-9 Inactive 4:23 14:24 27:4 51 3 +M24379 0 653004 999-99-9 Inactive 4:17 14:25 23:1 27:3 46 4 +M24380 0 653006 999-99-9 Inactive 4:14 6:1 14:13 23:4 27:3 35 5 +M24381 0 653007 999-99-9 Inactive 4:14 6:1 14:13 23:4 27:3 35 5 +M24382 0 653008 999-99-9 Inactive 4:14 6:1 14:13 23:4 27:3 35 5 +M24383 0 653009 999-99-9 Inactive 4:14 6:1 14:12 23:5 27:4 36 5 +M24384 0 653010 999-99-9 Inactive 4:14 6:1 14:12 23:5 27:4 36 5 +M24385 0 653011 999-99-9 Inactive 4:14 6:2 14:12 23:4 27:2 34 5 +M24386 0 653012 999-99-9 Inactive 4:14 6:2 14:12 23:4 27:2 34 5 +M24387 0 653013 999-99-9 Inactive 4:16 6:1 14:17 23:4 27:4 42 5 +M24388 0 653014 999-99-9 Inactive 4:12 6:1 14:11 23:4 27:3 31 5 +M24389 0 653015 999-99-9 Inactive 4:17 6:1 14:19 23:4 27:5 46 5 +M24390 0 653016 999-99-9 Inactive 4:18 6:1 14:15 23:4 27:3 41 5 +M24391 0 653017 999-99-9 Inactive 4:17 6:1 14:13 23:2 27:1 34 5 +M24392 0 653018 999-99-9 Inactive 4:17 6:2 14:12 23:2 27:1 34 5 +M24393 0 653019 999-99-9 Inactive 4:17 6:2 14:12 23:2 27:1 34 5 +M24394 0 653020 999-99-9 Inactive 4:17 6:2 14:12 23:2 27:1 34 5 +M24395 0 653021 999-99-9 Inactive 4:18 6:1 14:15 23:2 27:2 38 5 +M24396 0 653022 999-99-9 Inactive 4:18 6:1 14:15 23:2 27:2 38 5 +M24397 0 653023 999-99-9 Inactive 4:18 6:1 14:15 23:2 27:2 38 5 +M24398 0 653024 999-99-9 Inactive 4:17 6:1 14:12 23:3 27:3 36 5 +M24399 0 653025 999-99-9 Inactive 4:17 6:1 14:12 23:3 27:3 36 5 +M24400 0 653026 999-99-9 Inactive 4:17 6:1 14:12 23:3 27:3 36 5 +M24401 0 653027 999-99-9 Inactive 4:17 6:3 14:11 23:2 27:1 34 5 +M24402 0 653028 999-99-9 Inactive 4:17 6:3 14:11 23:2 27:1 34 5 +M24403 0 653029 999-99-9 Inactive 4:16 6:1 14:13 23:2 27:4 36 5 +M24404 0 653030 999-99-9 Inactive 4:17 6:1 14:15 23:2 27:4 39 5 +M24405 0 653031 999-99-9 Inactive 4:16 6:1 14:12 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23:1 27:4 34:1 37 5 +M24877 0 655101 999-99-9 Inactive 4:31 9:3 14:52 16:2 23:9 27:6 103 6 +M24878 0 655102 999-99-9 Inactive 4:37 9:3 14:66 23:9 27:6 121 5 +M24879 0 655103 999-99-9 Inactive 4:37 9:1 14:33 23:4 27:2 34:1 78 6 +M24880 0 655104 999-99-9 Inactive 4:35 9:1 14:32 23:5 27:2 75 5 +M24881 0 655139 999-99-9 Inactive 4:25 14:36 23:2 27:6 34:2 71 5 +M24882 0 655140 999-99-9 Inactive 4:19 14:20 23:2 27:9 34:2 52 5 +M24883 0 655141 999-99-9 Inactive 4:19 14:19 23:3 27:1 34:1 43 5 +M24884 0 655142 999-99-9 Inactive 4:14 14:12 23:6 27:1 33 4 +M24885 0 655143 999-99-9 Inactive 4:12 14:9 23:7 27:1 29 4 +M24886 0 655144 999-99-9 Inactive 4:20 6:1 14:18 23:5 27:1 45 5 +M24887 0 655145 999-99-9 Inactive 4:17 6:1 14:22 23:5 27:1 46 5 +M24888 0 655146 999-99-9 Inactive 4:10 14:22 23:4 27:6 31:1 34:2 45 6 +M24889 0 655147 999-99-9 Inactive 4:14 14:16 27:4 34 3 +M24890 0 655148 999-99-9 Inactive 4:12 14:12 27:3 27 3 +M24891 0 655149 999-99-9 Inactive 4:13 14:14 27:4 31 3 +M24892 0 655150 999-99-9 Inactive 4:24 14:30 27:3 57 3 +M24893 0 655151 999-99-9 Inactive 4:26 14:30 27:6 62 3 +M24894 0 655152 999-99-9 Inactive 4:24 14:30 27:4 58 3 +M24895 0 655153 999-99-9 Inactive 4:24 14:32 27:5 61 3 +M24896 0 655154 999-99-9 Active 4:11 14:18 23:4 27:6 39 4 +M24897 0 655155 999-99-9 Active 4:11 14:18 23:4 27:6 39 4 +M24898 0 655156 999-99-9 Inactive 4:16 14:26 23:4 27:10 56 4 +M24899 0 655157 999-99-9 Inactive 4:14 6:1 14:21 23:2 27:3 41 5 +M24900 0 655158 999-99-9 Inactive 4:18 14:29 23:3 27:4 54 4 +M24901 0 655159 999-99-9 Inactive 4:14 14:24 23:4 27:3 45 4 +M24902 0 655160 999-99-9 Inactive 4:17 14:24 23:4 27:3 34:1 49 5 +M24903 0 655161 999-99-9 Inactive 4:13 14:14 23:4 27:3 34 4 +M24904 0 655162 999-99-9 Inactive 4:16 14:19 23:5 27:2 42 4 +M24905 0 655163 999-99-9 Inactive 4:11 14:11 23:3 34:2 27 4 +M24906 0 655166 999-99-9 Inactive 4:33 14:24 23:2 34:2 61 4 +M24907 0 655167 999-99-9 Inactive 4:29 14:22 23:2 27:1 34:2 56 5 +M24908 0 655168 999-99-9 Inactive 4:18 14:20 27:2 34:4 44 4 +M24909 0 655169 999-99-9 Inactive 4:11 14:11 23:1 27:2 34:1 26 5 +M24910 0 655182 999-99-9 Inactive 3:2 4:16 14:13 23:1 27:3 35 5 +M24911 0 655183 999-99-9 Inactive 3:6 4:27 14:14 27:12 59 4 +M24912 0 655184 999-99-9 Inactive 4:17 14:24 23:2 27:4 28:2 49 5 +M24913 0 655185 999-99-9 Inactive 4:15 14:9 23:1 27:4 29 4 +M24914 0 655243 999-99-9 Inactive 4:11 14:9 23:1 27:3 24 4 +M24915 0 655244 999-99-9 Inactive 4:10 6:1 14:9 23:2 27:3 25 5 +M24916 0 655245 999-99-9 Inactive 4:10 6:1 14:9 23:2 27:3 25 5 +M24917 0 655246 999-99-9 Inactive 4:10 6:1 14:9 23:2 27:3 25 5 +M24918 0 655247 999-99-9 Inactive 4:11 6:1 14:10 23:1 27:4 27 5 +M24919 0 655248 999-99-9 Inactive 4:10 6:1 14:8 23:1 27:4 24 5 +M24920 0 655249 142822-86-4 Inactive 4:15 14:13 23:1 27:6 35 4 +M24921 0 655250 999-99-9 Inactive 4:16 6:1 14:13 23:2 27:3 35 5 +M24922 0 655251 999-99-9 Inactive 4:16 6:1 14:13 23:2 27:3 35 5 +M24923 0 655252 999-99-9 Inactive 4:18 6:1 14:17 23:2 27:3 41 5 +M24924 0 655253 150258-63-2 Inactive 4:15 14:12 27:5 32 3 +M24925 0 655254 999-99-9 Inactive 4:14 14:11 23:1 27:5 31 4 +M24926 0 655255 150258-65-4 Inactive 4:15 14:14 27:5 34 3 +M24927 0 655256 999-99-9 Inactive 3:1 4:10 9:1 14:10 23:4 27:2 28 6 +M24928 0 655257 999-99-9 Inactive 4:10 9:1 14:10 16:1 23:4 27:2 28 6 +M24929 0 655258 999-99-9 Active 4:12 9:1 14:16 23:5 27:2 36 5 +M24930 0 655259 999-99-9 Inactive 4:12 9:1 14:16 23:5 27:2 36 5 +M24931 0 655260 999-99-9 Inactive 4:10 9:1 14:12 23:5 27:3 31 5 +M24932 0 655261 999-99-9 Inactive 4:11 9:1 14:14 23:5 27:3 34 5 +M24933 0 655262 999-99-9 Inactive 4:17 9:1 14:18 23:5 27:3 44 5 +M24934 0 655263 999-99-9 Inactive 4:7 14:13 23:1 27:2 23 4 +M24935 0 655264 999-99-9 Inactive 4:7 14:13 23:1 27:3 24 4 +M24936 0 655265 999-99-9 Inactive 4:30 14:44 27:2 76 3 +M24937 0 655266 999-99-9 Inactive 4:19 14:26 27:7 52 3 +M24938 0 655267 999-99-9 Inactive 4:15 14:24 27:4 43 3 +M24939 0 655268 999-99-9 Inactive 4:15 14:24 27:4 43 3 +M24940 0 655269 999-99-9 Inactive 4:16 14:26 27:4 46 3 +M24941 0 655270 999-99-9 Inactive 4:16 14:26 27:4 46 3 +M24942 0 655271 999-99-9 Inactive 4:15 14:22 27:4 41 3 +M24943 0 655272 999-99-9 Inactive 4:14 14:20 27:2 36 3 +M24944 0 655273 999-99-9 Inactive 4:16 14:26 27:4 46 3 +M24945 0 655274 999-99-9 Inactive 4:15 14:24 27:4 43 3 +M24946 0 655275 999-99-9 Inactive 4:20 14:26 27:2 34:1 49 4 +M24947 0 655276 999-99-9 Inactive 4:18 14:22 27:1 34:1 42 4 +M24948 0 655277 999-99-9 Inactive 4:18 14:22 27:1 34:1 42 4 +M24949 0 655278 999-99-9 Inactive 4:13 14:20 27:4 37 3 +M24950 0 655279 999-99-9 Inactive 4:13 14:20 27:4 37 3 +M24951 0 655280 999-99-9 Inactive 4:23 14:24 27:3 50 3 +M24952 0 655281 999-99-9 Inactive 4:18 14:16 27:2 36 3 +M24953 0 655282 999-99-9 Inactive 4:10 14:10 27:3 23 3 +M24954 0 655283 999-99-9 Inactive 4:17 14:23 23:1 27:1 42 4 +M24955 0 655284 999-99-9 Inactive 4:17 14:23 23:1 27:2 43 4 +M24956 0 655285 999-99-9 Inactive 4:12 14:15 23:1 27:1 29 4 +M24957 0 655286 999-99-9 Inactive 4:17 14:23 23:1 27:2 43 4 +M24958 0 655287 999-99-9 Inactive 4:16 14:21 23:1 27:2 40 4 +M24959 0 655288 999-99-9 Inactive 4:16 14:23 23:1 27:1 41 4 +M24960 0 655289 999-99-9 Inactive 4:16 14:19 23:1 27:3 39 4 +M24961 0 655290 999-99-9 Inactive 4:15 14:22 23:2 27:1 40 4 +M24962 0 655291 999-99-9 Inactive 4:17 6:1 14:24 23:1 27:2 45 5 +M24963 0 655292 999-99-9 Inactive 4:17 14:23 23:1 27:1 42 4 +M24964 0 655293 999-99-9 Inactive 4:19 14:25 23:1 27:3 48 4 +M24965 0 655294 999-99-9 Inactive 4:15 14:19 23:1 27:3 38 4 +M24966 0 655295 999-99-9 Inactive 4:28 14:36 27:9 73 3 +M24967 0 655296 999-99-9 Active 4:16 6:1 9:1 14:23 23:1 27:1 43 6 +M24968 0 655297 999-99-9 Active 4:20 14:27 23:1 27:4 52 4 +M24969 0 655298 999-99-9 Inactive 4:21 14:30 27:3 54 3 +M24970 0 655299 999-99-9 Inactive 4:17 6:1 14:26 23:1 27:1 46 5 +M24971 0 655300 999-99-9 Inactive 4:20 14:29 23:1 27:3 53 4 +M24972 0 655301 999-99-9 Inactive 4:18 14:24 27:4 46 3 +M24973 0 655302 999-99-9 Inactive 4:20 14:26 27:5 51 3 +M24974 0 655303 999-99-9 Inactive 4:19 14:26 27:5 50 3 +M24975 0 655304 999-99-9 Inactive 4:14 14:16 27:3 33 3 +M24976 0 655305 999-99-9 Inactive 4:19 14:22 27:5 46 3 +M24977 0 655306 999-99-9 Inactive 4:17 14:22 27:3 42 3 +M24978 0 655307 999-99-9 Inactive 4:19 14:24 27:4 47 3 +M24979 0 655308 999-99-9 Inactive 4:19 14:26 27:5 50 3 +M24980 0 655309 999-99-9 Inactive 4:20 14:28 27:3 51 3 +M24981 0 655310 999-99-9 Inactive 4:22 14:32 27:4 58 3 +M24982 0 655311 999-99-9 Inactive 4:18 14:24 27:3 45 3 +M24983 0 655312 999-99-9 Inactive 4:16 14:20 27:4 40 3 +M24984 0 655313 999-99-9 Inactive 4:13 14:16 27:3 32 3 +M24985 0 655314 999-99-9 Active 4:19 14:22 27:5 46 3 +M24986 0 655315 999-99-9 Inactive 4:17 14:20 27:4 41 3 +M24987 0 655316 999-99-9 Inactive 4:21 14:20 27:3 44 3 +M24988 0 655317 999-99-9 Inactive 4:19 14:19 23:1 27:2 41 4 +M24989 0 655318 999-99-9 Active 4:19 14:24 27:6 49 3 +M24990 0 655319 999-99-9 Inactive 4:21 14:30 27:3 54 3 +M24991 0 655320 999-99-9 Inactive 4:21 14:22 27:4 47 3 +M24992 0 655321 999-99-9 Inactive 4:18 14:16 27:2 36 3 +M24993 0 655331 999-99-9 Inactive 4:39 14:46 23:2 27:9 96 4 +M24994 0 655332 999-99-9 Inactive 4:18 14:17 23:3 27:3 34:1 42 5 +M24995 0 655333 999-99-9 Inactive 4:19 14:19 23:3 27:4 34:1 46 5 +M24996 0 655334 999-99-9 Inactive 4:18 14:17 23:3 27:4 34:1 43 5 +M24997 0 655335 999-99-9 Inactive 4:18 14:16 23:4 27:5 34:1 44 5 +M24998 0 655336 999-99-9 Inactive 4:20 14:21 23:3 27:5 34:1 50 5 +M24999 0 655337 999-99-9 Inactive 4:21 14:23 23:3 27:6 34:1 54 5 +M25000 0 655338 999-99-9 Inactive 4:24 14:19 23:3 27:2 34:1 49 5 +M25001 0 655339 999-99-9 Inactive 4:24 14:19 23:3 27:3 34:1 50 5 +M25002 0 655340 999-99-9 Inactive 4:25 14:21 23:3 27:3 34:1 53 5 +M25003 0 655341 999-99-9 Inactive 4:24 14:19 23:3 27:3 34:1 50 5 +M25004 0 655342 999-99-9 Inactive 4:24 14:18 23:4 27:4 34:1 51 5 +M25005 0 655343 999-99-9 Inactive 4:24 14:18 23:4 27:4 34:1 51 5 +M25006 0 655344 999-99-9 Inactive 4:24 14:19 23:3 27:3 34:1 50 5 +M25007 0 655345 999-99-9 Inactive 4:26 14:23 23:3 27:4 34:1 57 5 +M25008 0 655346 999-99-9 Inactive 4:17 6:1 14:13 23:2 27:1 34:1 35 6 +M25009 0 655347 999-99-9 Inactive 4:17 6:1 14:13 23:2 27:1 34:1 35 6 +M25010 0 655348 999-99-9 Inactive 4:18 14:16 23:2 27:2 34:1 39 5 +M25011 0 655349 999-99-9 Inactive 4:18 14:16 23:2 27:2 34:1 39 5 +M25012 0 655350 999-99-9 Inactive 4:18 14:16 23:2 27:2 34:1 39 5 +M25013 0 655351 999-99-9 Inactive 4:17 14:13 23:3 27:3 34:1 37 5 +M25014 0 655352 999-99-9 Inactive 4:17 14:13 23:3 27:3 34:1 37 5 +M25015 0 655353 999-99-9 Inactive 4:17 6:2 14:12 23:2 27:1 34:1 35 6 +M25016 0 655354 999-99-9 Inactive 4:12 14:19 16:1 23:4 27:6 42 5 +M25017 0 655355 999-99-9 Inactive 4:14 14:15 23:5 27:5 34:1 41 6 +M25018 0 655356 999-99-9 Inactive 4:17 14:21 23:5 27:3 34:1 47 5 +M25019 0 655358 999-99-9 Inactive 4:8 14:12 23:2 27:4 34:1 27 5 +M25020 0 655359 999-99-9 Inactive 4:5 14:6 23:4 27:2 17 4 +M25021 0 655360 999-99-9 Inactive 4:14 6:1 14:14 23:1 27:8 38 5 +M25022 0 655361 999-99-9 Inactive 4:10 14:13 23:5 27:5 33 4 +M25023 0 655362 999-99-9 Inactive 4:10 14:13 23:5 27:5 33 4 +M25024 0 655363 999-99-9 Inactive 4:10 14:12 23:2 27:6 30 4 +M25025 0 655364 999-99-9 Active 4:18 6:2 14:17 23:3 24:1 27:4 34:2 47 7 +M25026 0 655365 999-99-9 Inactive 4:34 14:35 23:2 27:6 28:1 78 5 +M25027 0 655366 999-99-9 Inactive 4:22 14:31 23:3 27:5 34:1 62 5 +M25028 0 655393 999-99-9 Inactive 4:25 14:16 23:4 27:1 34:1 47 5 +M25029 0 655394 999-99-9 Inactive 4:26 14:18 23:4 27:2 34:1 51 5 +M25030 0 655395 999-99-9 Inactive 4:25 6:1 14:15 23:4 27:1 34:1 47 6 +M25031 0 655396 999-99-9 Inactive 4:16 14:12 23:4 34:1 33 4 +M25032 0 655397 999-99-9 Inactive 4:19 14:14 23:4 27:1 34:1 39 5 +M25033 0 655398 999-99-9 Inactive 4:17 14:16 27:4 34:1 38 4 +M25034 0 655399 999-99-9 Inactive 4:10 14:10 27:4 24 3 +M25035 0 655400 999-99-9 Active 4:22 6:1 14:33 23:4 27:2 62 5 +M25036 0 655402 999-99-9 Inactive 4:16 6:1 14:15 27:2 34 4 +M25037 0 655403 999-99-9 Active 4:18 6:1 14:19 27:4 42 4 +M25038 0 655411 999-99-9 Inactive 4:13 14:28 23:8 49 3 +M25039 0 655412 999-99-9 Inactive 4:19 6:1 14:21 27:5 46 4 +M25040 0 655413 999-99-9 Inactive 4:21 14:20 23:2 27:4 47 4 +M25041 0 655414 999-99-9 Inactive 4:30 14:46 27:3 79 3 +M25042 0 655415 999-99-9 Inactive 4:30 14:48 27:3 81 3 +M25043 0 655416 999-99-9 Inactive 4:15 14:16 27:5 36 3 +M25044 0 655417 999-99-9 Inactive 4:16 14:22 23:4 27:2 44 4 +M25045 0 655419 999-99-9 Inactive 4:20 14:18 23:4 27:1 34:1 44 5 +M25046 0 655422 999-99-9 Inactive 4:26 14:43 23:3 27:9 81 4 +M25047 0 655423 999-99-9 Inactive 4:14 14:13 23:1 27:4 32 4 +M25048 0 655424 999-99-9 Inactive 4:16 6:1 14:25 23:6 27:1 34:2 51 6 +M25049 0 655425 999-99-9 Inactive 4:16 6:2 14:26 23:6 27:1 34:2 53 6 +M25050 0 655426 999-99-9 Inactive 4:16 6:3 14:25 23:6 27:1 34:2 53 6 +M25051 0 655427 999-99-9 Inactive 4:8 14:16 23:2 27:2 34:1 29 5 +M25052 0 655428 999-99-9 Inactive 4:18 6:1 14:16 23:3 27:3 34:2 43 6 +M25053 0 655429 999-99-9 Inactive 4:15 14:19 23:3 27:4 34:2 43 5 +M25054 0 655430 999-99-9 Inactive 3:1 4:15 14:18 23:3 27:4 34:2 43 6 +M25055 0 655431 999-99-9 Inactive 4:15 6:2 14:17 23:3 27:4 34:2 43 6 +M25056 0 655432 999-99-9 Inactive 4:13 14:18 23:2 27:4 37 4 +M25057 0 655433 999-99-9 Inactive 4:19 14:22 23:2 27:4 47 4 +M25058 0 655434 999-99-9 Inactive 4:19 14:24 23:2 27:2 47 4 +M25059 0 655435 999-99-9 Inactive 4:10 14:20 23:2 27:4 36 4 +M25060 0 655436 999-99-9 Inactive 4:16 14:24 23:2 27:4 46 4 +M25061 0 655437 999-99-9 Inactive 4:24 14:25 23:1 27:2 52 4 +M25062 0 655438 999-99-9 Inactive 4:30 14:29 23:1 27:2 62 4 +M25063 0 655439 999-99-9 Inactive 4:25 14:41 23:1 27:3 70 4 +M25064 0 655440 999-99-9 Inactive 4:19 14:20 27:6 45 3 +M25065 0 655441 999-99-9 Inactive 4:18 14:16 27:5 39 3 +M25066 0 655442 999-99-9 Inactive 4:15 14:14 23:2 31 3 +M25067 0 655443 999-99-9 Inactive 4:22 14:23 23:1 27:4 50 4 +M25068 0 655444 999-99-9 Inactive 4:22 14:21 23:1 27:5 49 4 +M25069 0 655445 999-99-9 Inactive 4:16 14:20 23:2 27:8 46 4 +M25070 0 655446 999-99-9 Inactive 4:14 14:16 23:2 27:8 34:1 41 5 +M25071 0 655447 999-99-9 Inactive 4:20 14:22 23:2 27:8 52 4 +M25072 0 655448 999-99-9 Inactive 4:14 14:16 23:2 27:8 40 4 +M25073 0 655449 999-99-9 Inactive 4:17 14:18 23:2 27:8 34:1 46 5 +M25074 0 655450 999-99-9 Inactive 4:16 14:22 23:2 27:8 48 4 +M25075 0 655451 999-99-9 Inactive 4:15 14:16 23:2 27:8 41 4 +M25076 0 655452 999-99-9 Inactive 4:18 14:18 23:2 27:8 46 4 +M25077 0 655453 999-99-9 Inactive 4:15 14:22 23:2 27:4 43 4 +M25078 0 655454 999-99-9 Inactive 4:13 14:26 23:2 27:5 46 4 +M25079 0 655455 999-99-9 Inactive 4:14 14:25 23:3 27:4 46 4 +M25080 0 655456 999-99-9 Inactive 4:14 14:27 23:3 27:5 49 4 +M25081 0 655457 999-99-9 Inactive 4:15 14:16 23:4 27:2 37 4 +M25082 0 655458 999-99-9 Inactive 4:9 14:8 23:2 27:2 21 4 +M25083 0 655459 999-99-9 Inactive 4:10 6:3 14:9 27:4 26 4 +M25084 0 655460 999-99-9 Inactive 4:10 14:17 23:1 27:5 33 4 +M25085 0 655461 999-99-9 Inactive 4:13 6:3 14:20 23:1 27:6 43 5 +M25086 0 655462 999-99-9 Inactive 4:13 6:3 14:16 23:1 27:7 40 5 +M25087 0 655463 999-99-9 Inactive 4:13 14:17 23:1 27:3 34 4 +M25088 0 655464 999-99-9 Inactive 4:12 14:25 23:1 27:5 36:1 44 5 +M25089 0 655465 999-99-9 Inactive 4:13 6:3 14:24 23:1 27:5 36:1 47 6 +M25090 0 655466 999-99-9 Inactive 4:11 6:3 14:18 23:1 27:5 38 5 +M25091 0 655467 999-99-9 Inactive 4:41 14:53 23:1 27:5 36:2 102 5 +M25092 0 655468 999-99-9 Inactive 4:37 14:58 23:2 27:5 36:1 103 5 +M25093 0 655469 999-99-9 Inactive 4:25 14:48 23:2 27:5 80 4 +M25094 0 655470 999-99-9 Inactive 4:25 14:42 23:2 27:7 36:1 77 5 +M25095 0 655473 999-99-9 Inactive 4:24 14:34 23:6 27:6 34:4 74 5 +M25096 0 655474 999-99-9 Inactive 3:3 4:21 14:32 23:5 27:6 34:3 70 6 +M25097 0 655475 999-99-9 Inactive 4:22 14:33 23:6 27:5 34:3 69 5 +M25098 0 655476 999-99-9 Inactive 4:13 14:22 23:4 27:7 46 4 +M25099 0 655477 999-99-9 Inactive 4:20 14:30 23:5 27:4 34:3 62 5 +M25100 0 655478 999-99-9 Inactive 4:24 14:36 23:7 27:6 34:3 76 5 +M25101 0 655479 999-99-9 Inactive 4:13 6:1 14:20 23:4 27:1 34:3 42 6 +M25102 0 655491 999-99-9 Inactive 4:17 14:18 23:2 27:5 34:1 43 5 +M25103 0 655494 999-99-9 Inactive 4:21 14:26 27:6 34:1 54 4 +M25104 0 655499 999-99-9 Inactive 4:10 14:11 23:3 27:1 25 4 +M25105 0 655500 999-99-9 Inactive 4:15 14:13 23:3 27:1 32 4 +M25106 0 655501 999-99-9 Inactive 4:15 6:1 14:12 23:3 27:1 32 5 +M25107 0 655502 999-99-9 Inactive 4:9 14:10 23:4 27:1 24 4 +M25108 0 655503 999-99-9 Inactive 4:14 6:1 14:11 23:4 27:1 31 5 +M25109 0 655504 999-99-9 Inactive 4:14 9:1 14:11 23:4 27:1 31 5 +M25110 0 655506 999-99-9 Inactive 4:14 9:1 14:12 23:3 27:1 31 5 +M25111 0 655507 999-99-9 Inactive 4:14 6:1 14:12 23:3 27:1 31 5 +M25112 0 655508 999-99-9 Inactive 4:14 6:1 14:12 23:3 27:1 31 5 +M25113 0 655509 999-99-9 Inactive 4:15 9:3 14:12 23:3 27:1 34 5 +M25114 0 655510 999-99-9 Inactive 4:15 9:3 14:12 23:3 27:1 34 5 +M25115 0 655511 999-99-9 Inactive 4:14 6:2 14:11 23:3 27:1 31 5 +M25116 0 655512 999-99-9 Inactive 4:14 6:2 14:11 23:3 27:1 31 5 +M25117 0 655513 999-99-9 Inactive 4:16 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14:13 23:3 27:3 34:1 29 5 +M25134 0 655547 999-99-9 Inactive 4:12 14:17 23:7 27:6 34:1 43 5 +M25135 0 655548 999-99-9 Inactive 4:11 14:16 23:8 27:6 34:1 42 5 +M25136 0 655549 999-99-9 Inactive 4:14 14:19 23:7 27:5 45 4 +M25137 0 655550 999-99-9 Inactive 4:12 14:15 23:7 27:5 39 4 +M25138 0 655609 999-99-9 Inactive 4:27 6:1 14:27 23:2 27:3 60 5 +M25139 0 655610 999-99-9 Inactive 4:29 6:1 14:33 23:2 27:5 70 5 +M25140 0 655611 999-99-9 Inactive 4:25 6:1 14:29 23:2 27:4 61 5 +M25141 0 655612 999-99-9 Inactive 4:28 6:1 14:33 23:2 27:4 68 5 +M25142 0 655613 999-99-9 Inactive 4:29 6:1 14:29 23:2 27:5 66 5 +M25143 0 655614 999-99-9 Inactive 4:49 14:64 23:4 27:12 34:1 130 5 +M25144 0 655615 999-99-9 Inactive 4:49 14:64 23:4 27:12 34:1 130 5 +M25145 0 655651 999-99-9 Inactive 4:32 14:34 27:8 74 3 +M25146 0 655717 999-99-9 Active 4:22 14:19 23:5 24:1 27:13 34:3 63 6 +M25147 0 655718 999-99-9 Active 4:22 6:1 14:22 23:5 24:1 27:11 34:3 65 7 +M25148 0 655719 999-99-9 Inactive 4:16 14:13 23:3 24:1 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999-99-9 Inactive 4:23 14:35 23:3 27:5 36:1 67 5 +M25500 0 656910 999-99-9 Inactive 4:16 6:1 9:1 14:15 23:3 27:6 42 6 +M25501 0 656911 999-99-9 Inactive 4:20 6:1 9:1 14:19 23:3 27:8 52 6 +M25502 0 656912 999-99-9 Inactive 4:18 14:25 23:3 27:10 56 4 +M25503 0 656913 999-99-9 Inactive 4:21 14:29 23:3 27:11 64 4 +M25504 0 656914 999-99-9 Inactive 4:20 14:27 23:1 27:5 53 4 +M25505 0 656915 999-99-9 Inactive 4:13 14:15 23:1 27:3 32 4 +M25506 0 656916 999-99-9 Inactive 4:13 14:15 23:1 27:3 32 4 +M25507 0 656917 999-99-9 Inactive 4:12 14:21 23:1 27:3 37 4 +M25508 0 656961 999-99-9 Inactive 4:23 6:1 14:18 23:3 27:2 34:3 50 6 +M25509 0 656962 999-99-9 Inactive 4:16 9:1 14:17 23:4 38 4 +M25510 0 656963 999-99-9 Inactive 4:25 14:30 23:2 27:3 60 4 +M25511 0 656964 999-99-9 Inactive 4:22 14:20 23:2 44 3 +M25512 0 656969 999-99-9 Inactive 4:18 14:24 23:2 27:4 48 4 +M25513 0 656970 999-99-9 Inactive 4:17 14:17 23:1 27:4 39 4 +M25514 0 656971 999-99-9 Inactive 4:20 14:20 23:1 27:1 28:1 43 5 +M25515 0 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999-99-9 Inactive 4:31 14:39 23:3 27:3 34:1 77 5 +M25816 0 657664 999-99-9 Inactive 4:7 14:8 23:6 27:1 34:1 23 5 +M25817 0 657665 999-99-9 Inactive 4:11 14:15 23:7 27:2 34:2 37 5 +M25818 0 657666 999-99-9 Inactive 4:21 14:18 23:4 27:5 34:1 49 5 +M25819 0 657667 999-99-9 Inactive 4:41 9:6 14:29 23:11 27:14 101 5 +M25820 0 657668 999-99-9 Inactive 4:24 14:25 23:3 27:3 34:1 56 5 +M25821 0 657669 999-99-9 Inactive 4:33 14:61 23:3 27:2 99 4 +M25822 0 657670 999-99-9 Inactive 4:23 14:23 23:5 27:4 55 4 +M25823 0 657671 999-99-9 Inactive 4:22 6:1 14:20 23:3 27:3 34:1 50 6 +M25824 0 657672 999-99-9 Inactive 4:16 6:2 14:13 16:1 23:2 27:3 34:1 38 7 +M25825 0 657673 999-99-9 Inactive 4:23 14:25 23:5 27:6 34:2 61 5 +M25826 0 657674 999-99-9 Inactive 4:19 6:1 14:33 23:7 27:4 64 5 +M25827 0 657675 999-99-9 Inactive 4:21 14:37 23:3 27:2 63 4 +M25828 0 657676 999-99-9 Active 4:17 6:2 14:12 23:4 27:1 34:1 37 6 +M25829 0 657677 999-99-9 Inactive 4:17 14:29 23:3 27:2 51 4 +M25830 0 657678 999-99-9 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999-99-9 Inactive 3:1 4:30 14:26 23:6 63 4 +M25910 0 657775 999-99-9 Inactive 4:39 14:37 23:8 27:5 34:1 90 5 +M25911 0 657776 999-99-9 Active 4:31 6:4 14:28 23:9 72 4 +M25912 0 657777 999-99-9 Active 3:1 4:32 14:29 23:11 34:1 74 5 +M25913 0 657778 999-99-9 Active 4:33 6:2 14:34 23:9 78 4 +M25914 0 657779 999-99-9 Active 4:27 6:2 14:26 23:9 34:2 66 5 +M25915 0 657780 999-99-9 Active 3:1 4:28 14:24 23:8 27:2 34:2 65 6 +M25916 0 657781 999-99-9 Inactive 3:1 4:27 14:24 23:8 34:3 63 5 +M25917 0 657782 999-99-9 Active 3:2 4:30 14:27 23:10 34:2 71 5 +M25918 0 657788 999-99-9 Inactive 3:1 4:15 14:8 23:1 27:4 29 5 +M25919 0 657789 999-99-9 Inactive 3:1 4:16 14:11 27:2 30 4 +M25920 0 657790 999-99-9 Inactive 3:1 4:15 14:9 27:2 27 4 +M25921 0 657799 999-99-9 Inactive 4:27 6:1 14:39 23:2 27:4 73 5 +M25922 0 657803 999-99-9 Inactive 4:9 14:12 27:2 23 3 +M25923 0 657804 999-99-9 Inactive 4:24 14:28 27:2 34:1 55 4 +M25924 0 657805 999-99-9 Inactive 4:8 14:10 27:1 19 3 +M25925 0 657806 999-99-9 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4:17 14:21 27:2 41 4 +M25943 0 657828 999-99-9 Inactive 4:12 14:18 27:3 33 3 +M25944 0 657829 999-99-9 Inactive 4:13 14:17 23:1 27:5 36 4 +M25945 0 657830 999-99-9 Inactive 2:1 4:9 14:18 23:1 27:2 31 5 +M25946 0 657831 999-99-9 Inactive 4:12 14:18 27:3 33 3 +M25947 0 657832 999-99-9 Inactive 4:7 14:14 36:1 22 3 +M25948 0 657833 999-99-9 Inactive 4:6 14:10 27:3 19 3 +M25949 0 657834 999-99-9 Inactive 4:11 14:22 27:2 36:1 36 4 +M25950 0 657835 999-99-9 Inactive 4:17 14:22 27:2 41 3 +M25951 0 657836 999-99-9 Inactive 4:10 14:16 27:1 27 3 +M25952 0 657837 999-99-9 Inactive 4:17 14:22 27:2 41 3 +M25953 0 657838 999-99-9 Inactive 4:11 14:16 27:2 29 3 +M25954 0 657839 999-99-9 Inactive 4:15 14:20 27:2 37 3 +M25955 0 657840 999-99-9 Inactive 4:10 14:16 27:2 28 3 +M25956 0 657841 999-99-9 Inactive 4:6 14:8 16:1 23:1 27:1 17 5 +M25957 0 657842 999-99-9 Inactive 4:11 14:13 23:1 27:4 29 4 +M25958 0 657843 999-99-9 Inactive 4:9 14:15 23:1 27:2 27 4 +M25959 0 657853 999-99-9 Inactive 4:12 14:15 23:5 27:1 33 4 +M25960 0 657860 999-99-9 Inactive 4:29 6:1 9:1 14:33 23:3 27:1 34:1 69 7 +M25961 0 657861 999-99-9 Inactive 4:28 6:1 9:1 14:31 23:3 27:1 34:1 66 7 +M25962 0 657862 999-99-9 Inactive 4:27 6:1 9:1 14:29 23:3 27:1 34:1 63 7 +M25963 0 657863 999-99-9 Inactive 4:26 6:1 9:1 14:27 23:3 27:1 34:1 60 7 +M25964 0 657864 999-99-9 Inactive 4:25 6:1 9:1 14:25 23:3 27:1 34:1 57 7 +M25965 0 657869 999-99-9 Inactive 4:35 14:32 27:6 73 3 +M25966 0 657870 999-99-9 Inactive 4:42 14:46 27:6 94 3 +M25967 0 657871 999-99-9 Inactive 4:46 14:54 27:6 34:2 108 4 +M25968 0 657872 999-99-9 Inactive 4:37 14:36 27:8 81 3 +M25969 0 657873 999-99-9 Inactive 4:44 14:50 27:8 102 3 +M25970 0 657874 999-99-9 Inactive 4:48 14:58 27:8 34:2 116 4 +M25971 0 657875 999-99-9 Inactive 4:16 6:1 14:23 23:2 27:3 45 5 +M25972 0 657876 999-99-9 Inactive 4:17 6:1 14:12 23:1 27:2 33 5 +M25973 0 657877 999-99-9 Inactive 4:18 14:15 23:1 27:3 37 4 +M25974 0 657878 999-99-9 Inactive 4:19 14:17 23:1 27:4 41 4 +M25975 0 657879 999-99-9 Inactive 4:20 14:19 23:1 27:5 45 4 +M25976 0 657880 999-99-9 Inactive 4:18 6:1 14:19 23:2 27:3 43 5 +M25977 0 657923 999-99-9 Inactive 4:28 14:38 27:7 73 3 +M25978 0 657926 999-99-9 Inactive 3:1 4:14 6:3 14:10 23:2 27:3 34:2 35 7 +M25979 0 657927 999-99-9 Inactive 4:10 6:3 14:11 23:2 27:3 34:2 31 6 +M25980 0 657928 999-99-9 Inactive 4:13 6:2 14:12 23:2 27:2 34:2 33 6 +M25981 0 657929 999-99-9 Inactive 4:13 6:1 9:2 14:11 23:2 27:2 34:2 33 7 +M25982 0 657930 999-99-9 Inactive 4:17 6:2 14:16 23:2 27:5 34:2 44 6 +M25983 0 657931 999-99-9 Inactive 4:11 6:3 14:11 23:2 27:2 34:1 30 6 +M25984 0 657932 999-99-9 Inactive 4:13 6:3 14:15 23:2 27:2 34:1 36 6 +M25985 0 657935 999-99-9 Inactive 4:17 14:30 23:2 27:1 50 4 +M25986 0 657940 999-99-9 Inactive 4:34 14:24 23:4 24:1 27:16 34:4 83 6 +M25987 0 657941 999-99-9 Inactive 4:34 14:24 23:4 24:1 27:16 34:4 83 6 +M25988 0 657942 999-99-9 Active 4:28 14:22 23:2 24:1 27:10 34:2 65 6 +M25989 0 657944 999-99-9 Inactive 4:20 6:1 14:25 23:4 27:4 54 5 +M25990 0 657945 999-99-9 Inactive 4:20 6:2 14:26 23:4 27:5 57 5 +M25991 0 657946 999-99-9 Inactive 4:19 14:23 27:5 28:1 48 4 +M25992 0 657947 999-99-9 Inactive 4:24 14:40 27:5 69 3 +M25993 0 657948 999-99-9 Inactive 4:24 14:40 27:5 69 3 +M25994 0 657949 999-99-9 Inactive 4:24 14:40 27:4 68 3 +M25995 0 657950 999-99-9 Inactive 4:24 14:40 27:4 68 3 +M25996 0 657951 999-99-9 Inactive 4:24 14:40 27:4 68 3 +M25997 0 657952 999-99-9 Inactive 4:24 14:38 27:5 67 3 +M25998 0 657953 999-99-9 Inactive 4:25 14:40 27:5 70 3 +M25999 0 657954 999-99-9 Inactive 4:25 14:42 27:4 71 3 +M26000 0 657955 999-99-9 Inactive 4:24 14:38 27:4 66 3 +M26001 0 657956 999-99-9 Inactive 4:24 14:40 27:3 67 3 +M26002 0 657957 999-99-9 Inactive 4:24 14:38 27:5 67 3 +M26003 0 657958 999-99-9 Inactive 4:14 14:14 27:3 31 3 +M26004 0 657959 999-99-9 Inactive 4:18 14:22 27:3 34:2 45 4 +M26005 0 657960 999-99-9 Inactive 4:22 14:29 23:3 27:1 34:2 57 5 +M26006 0 657961 999-99-9 Inactive 4:18 14:17 23:1 27:1 34:1 38 5 +M26007 0 657962 999-99-9 Inactive 4:20 14:21 23:1 27:2 34:1 45 5 +M26008 0 657964 999-99-9 Inactive 4:21 14:28 27:3 52 3 +M26009 0 657965 999-99-9 Inactive 4:19 6:1 14:15 23:4 27:1 34:1 41 6 +M26010 0 657966 999-99-9 Inactive 4:19 6:1 14:15 23:4 27:2 34:1 42 6 +M26011 0 657967 999-99-9 Inactive 4:20 6:1 14:17 23:4 27:2 34:1 45 6 +M26012 0 657968 999-99-9 Inactive 4:19 6:2 14:14 23:4 27:1 34:1 41 6 +M26013 0 657969 999-99-9 Inactive 4:19 6:1 14:14 23:5 27:3 34:1 43 6 +M26014 0 657970 999-99-9 Inactive 4:19 6:1 14:15 23:4 27:2 34:1 42 6 +M26015 0 657971 999-99-9 Inactive 4:19 6:1 14:14 23:5 27:3 34:1 43 6 +M26016 0 657972 999-99-9 Inactive 4:19 6:1 14:14 23:5 27:3 34:1 43 6 +M26017 0 657973 999-99-9 Inactive 4:20 6:1 14:17 23:4 27:3 34:1 46 6 +M26018 0 657974 999-99-9 Inactive 4:21 6:1 14:19 23:4 27:3 34:1 49 6 +M26019 0 657975 999-99-9 Inactive 4:20 6:1 14:17 23:4 27:1 34:1 44 6 +M26020 0 657976 999-99-9 Inactive 4:22 6:1 14:21 23:4 27:4 34:1 53 6 +M26021 0 657977 999-99-9 Active 4:21 6:1 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23:4 27:3 34:1 43 5 +M26037 0 657994 999-99-9 Inactive 4:20 14:18 23:4 27:3 34:1 46 5 +M26038 0 657995 999-99-9 Inactive 4:20 14:18 23:4 27:4 34:1 47 5 +M26039 0 657996 999-99-9 Inactive 4:19 14:16 23:4 27:4 34:1 44 5 +M26040 0 657997 999-99-9 Inactive 4:21 14:20 23:4 27:4 34:1 50 5 +M26041 0 657998 999-99-9 Inactive 4:17 14:14 23:4 27:3 34:1 39 5 +M26042 0 657999 999-99-9 Inactive 4:20 14:18 23:4 27:2 34:1 45 5 +M26043 0 658000 999-99-9 Inactive 4:22 14:22 23:4 27:5 34:1 54 5 +M26044 0 658001 999-99-9 Inactive 4:23 14:18 23:4 27:3 34:1 49 5 +M26045 0 658003 999-99-9 Inactive 4:33 14:47 23:1 27:6 87 4 +M26046 0 658004 999-99-9 Inactive 4:35 14:45 23:1 27:3 84 4 +M26047 0 658005 999-99-9 Inactive 4:16 6:1 14:11 23:4 27:2 34 5 +M26048 0 658006 999-99-9 Inactive 4:16 6:1 14:11 23:4 27:2 34 5 +M26049 0 658007 999-99-9 Inactive 4:12 14:10 23:4 27:4 34:1 31 5 +M26050 0 658008 999-99-9 Inactive 4:11 6:1 14:8 23:3 27:2 34:1 26 6 +M26051 0 658009 999-99-9 Inactive 4:12 6:1 14:10 23:3 27:2 34:1 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Inactive 4:33 14:28 23:4 27:2 34:2 69 5 +M26068 0 658164 999-99-9 Inactive 4:25 14:26 23:2 27:4 57 4 +M26069 0 658165 999-99-9 Inactive 3:2 4:21 14:20 23:2 27:2 47 5 +M26070 0 658166 999-99-9 Inactive 4:22 14:31 23:3 27:7 63 4 +M26071 0 658168 999-99-9 Inactive 4:12 14:9 23:5 27:1 34:1 28 5 +M26072 0 658169 999-99-9 Inactive 4:9 14:10 23:4 27:1 34:2 26 5 +M26073 0 658170 999-99-9 Inactive 4:17 14:15 23:3 27:3 38 4 +M26074 0 658171 999-99-9 Inactive 4:20 6:2 14:12 27:1 34:1 36 5 +M26075 0 658172 999-99-9 Inactive 4:26 14:19 23:1 34:1 47 4 +M26076 0 658173 999-99-9 Inactive 4:29 14:25 23:1 34:1 56 4 +M26077 0 658175 999-99-9 Inactive 4:30 14:22 23:2 27:1 34:1 56 5 +M26078 0 658176 999-99-9 Inactive 4:40 14:28 34:2 70 3 +M26079 0 658178 999-99-9 Inactive 4:27 6:1 14:23 27:5 34:1 57 5 +M26080 0 658179 999-99-9 Inactive 4:12 6:1 14:8 23:1 27:2 34:1 25 6 +M26081 0 658180 999-99-9 Inactive 4:12 6:1 14:8 23:1 27:4 34:1 27 6 +M26082 0 658181 999-99-9 Inactive 4:13 14:8 27:1 34:1 23 4 +M26083 0 658182 999-99-9 Active 4:13 14:8 27:3 34:1 25 4 +M26084 0 658183 999-99-9 Inactive 4:13 14:9 23:1 27:4 34:1 28 5 +M26085 0 658194 999-99-9 Inactive 4:15 6:1 14:39 17:1 23:1 27:2 28:3 62 7 +M26086 0 658195 999-99-9 Inactive 4:19 6:1 14:36 17:1 23:2 27:2 28:3 64 7 +M26087 0 658196 999-99-9 Active 4:18 6:1 14:37 17:1 23:1 27:2 28:3 63 7 +M26088 0 658197 999-99-9 Inactive 4:18 6:1 14:37 17:1 23:1 27:3 28:3 64 7 +M26089 0 658198 999-99-9 Inactive 4:14 6:1 14:35 17:1 23:1 27:2 28:3 57 7 +M26090 0 658199 999-99-9 Inactive 4:12 6:1 14:33 17:1 23:1 27:3 28:3 54 7 +M26091 0 658200 999-99-9 Inactive 4:19 14:13 23:1 27:6 39 4 +M26092 0 658201 999-99-9 Inactive 4:17 14:13 23:1 27:4 35 4 +M26093 0 658202 999-99-9 Inactive 4:21 14:18 23:2 27:5 46 4 +M26094 0 658203 999-99-9 Inactive 4:17 14:14 23:2 27:3 36 4 +M26095 0 658204 999-99-9 Inactive 4:19 14:18 23:2 27:3 42 4 +M26096 0 658205 999-99-9 Inactive 4:18 14:14 23:2 27:1 35 4 +M26097 0 658206 999-99-9 Inactive 4:16 14:12 23:2 27:2 32 4 +M26098 0 658207 999-99-9 Inactive 4:20 14:15 23:1 27:6 42 4 +M26099 0 658208 999-99-9 Inactive 4:17 14:13 23:1 27:4 35 4 +M26100 0 658209 999-99-9 Inactive 4:21 14:17 23:1 27:6 45 4 +M26101 0 658210 999-99-9 Inactive 4:17 14:13 23:1 27:4 35 4 +M26102 0 658211 999-99-9 Inactive 4:15 14:9 23:1 27:2 27 4 +M26103 0 658212 999-99-9 Inactive 4:16 14:13 23:5 27:2 36 4 +M26104 0 658213 999-99-9 Inactive 4:16 14:12 23:4 27:1 33 4 +M26105 0 658214 999-99-9 Inactive 4:16 14:11 23:3 27:3 33 4 +M26106 0 658215 999-99-9 Inactive 4:12 14:9 23:5 27:3 29 4 +M26107 0 658216 999-99-9 Inactive 4:21 14:12 23:4 27:2 39 4 +M26108 0 658217 999-99-9 Inactive 4:16 14:18 23:4 27:2 40 4 +M26109 0 658218 999-99-9 Active 4:17 14:22 23:4 27:2 45 4 +M26110 0 658219 999-99-9 Inactive 4:18 14:20 23:2 27:2 42 4 +M26111 0 658220 999-99-9 Inactive 4:17 14:19 23:3 27:1 40 4 +M26112 0 658221 999-99-9 Inactive 4:16 14:18 23:4 27:1 39 4 +M26113 0 658222 999-99-9 Inactive 4:14 14:16 23:4 27:1 34:1 36 5 +M26114 0 658223 999-99-9 Inactive 4:15 14:22 23:2 27:2 41 4 +M26115 0 658224 999-99-9 Inactive 4:25 14:23 23:3 27:1 52 4 +M26116 0 658225 999-99-9 Inactive 4:26 14:25 23:3 27:1 55 4 +M26117 0 658226 999-99-9 Inactive 4:11 14:13 23:1 27:3 28 4 +M26118 0 658227 999-99-9 Inactive 3:1 4:16 14:15 23:2 27:2 36 5 +M26119 0 658228 999-99-9 Inactive 3:2 4:17 14:16 23:2 27:2 39 5 +M26120 0 658230 999-99-9 Inactive 4:12 14:15 23:1 27:3 31 4 +M26121 0 658232 999-99-9 Inactive 4:13 14:13 23:3 27:2 34:1 32 5 +M26122 0 658233 999-99-9 Inactive 4:13 14:17 23:1 27:3 34 4 +M26123 0 658234 999-99-9 Inactive 4:18 14:20 23:2 27:3 43 4 +M26124 0 658235 999-99-9 Inactive 4:21 14:22 23:4 27:1 48 4 +M26125 0 658236 999-99-9 Inactive 4:20 14:20 23:4 27:1 45 4 +M26126 0 658237 999-99-9 Inactive 4:19 14:22 23:4 27:2 47 4 +M26127 0 658238 999-99-9 Inactive 4:20 14:24 23:4 27:2 50 4 +M26128 0 658239 999-99-9 Inactive 4:13 14:20 23:4 27:1 38 4 +M26129 0 658241 999-99-9 Inactive 4:10 14:14 23:2 27:4 34:1 31 5 +M26130 0 658242 999-99-9 Active 4:46 6:2 14:65 23:1 27:6 120 5 +M26131 0 658243 999-99-9 Active 4:42 6:2 14:57 23:1 27:6 108 5 +M26132 0 658245 999-99-9 Inactive 4:23 6:1 14:27 23:7 27:4 62 5 +M26133 0 658246 999-99-9 Inactive 4:19 14:33 23:3 27:2 57 4 +M26134 0 658247 999-99-9 Inactive 4:23 14:23 23:5 27:6 57 4 +M26135 0 658248 999-99-9 Inactive 4:21 14:37 23:3 27:2 63 4 +M26136 0 658249 999-99-9 Inactive 4:15 14:25 23:3 27:4 47 4 +M26137 0 658250 999-99-9 Inactive 4:29 6:4 14:25 23:9 27:6 34:2 75 6 +M26138 0 658251 999-99-9 Inactive 4:26 14:28 23:4 27:5 34:1 64 5 +M26139 0 658252 999-99-9 Inactive 4:13 14:17 23:7 27:6 43 4 +M26140 0 658253 999-99-9 Inactive 4:28 6:1 14:24 23:7 27:6 34:1 67 6 +M26141 0 658254 999-99-9 Inactive 4:20 6:3 14:14 23:3 27:3 34:1 44 6 +M26142 0 658255 999-99-9 Inactive 4:12 6:1 14:16 16:1 23:2 27:1 34:1 34 7 +M26143 0 658256 999-99-9 Inactive 4:17 14:29 23:3 27:4 53 4 +M26144 0 658257 999-99-9 Inactive 3:1 4:16 14:11 23:2 27:2 32 5 +M26145 0 658258 999-99-9 Inactive 4:22 6:2 14:20 23:6 27:2 34:2 54 6 +M26146 0 658259 999-99-9 Inactive 4:24 6:1 14:24 23:3 27:3 34:1 56 6 +M26147 0 658260 999-99-9 Inactive 4:25 14:19 23:5 27:6 55 4 +M26148 0 658261 999-99-9 Inactive 4:28 6:2 14:23 23:7 27:6 34:1 67 6 +M26149 0 658262 999-99-9 Inactive 4:31 14:31 23:3 27:6 71 4 +M26150 0 658263 999-99-9 Inactive 4:8 14:14 23:6 27:1 34:1 30 5 +M26151 0 658264 999-99-9 Inactive 4:23 6:1 9:3 14:19 23:3 27:4 34:1 54 7 +M26152 0 658265 999-99-9 Inactive 4:17 14:29 23:3 27:2 51 4 +M26153 0 658266 999-99-9 Inactive 4:24 14:26 23:6 27:3 34:2 61 5 +M26154 0 658267 999-99-9 Inactive 3:1 4:25 14:25 23:2 34:1 54 5 +M26155 0 658268 999-99-9 Inactive 4:21 14:33 23:3 27:2 59 4 +M26156 0 658269 999-99-9 Inactive 4:28 14:33 23:3 27:4 34:1 69 5 +M26157 0 658270 999-99-9 Inactive 4:13 14:13 23:1 27:3 30 4 +M26158 0 658271 999-99-9 Inactive 4:39 6:1 9:6 14:45 23:9 27:8 108 6 +M26159 0 658272 999-99-9 Inactive 4:19 14:13 23:1 27:3 34:1 37 5 +M26160 0 658273 999-99-9 Inactive 4:17 14:23 23:1 27:7 48 4 +M26161 0 658274 999-99-9 Inactive 4:17 6:2 14:8 23:2 27:2 34:1 32 6 +M26162 0 658275 999-99-9 Inactive 4:19 14:14 23:2 27:3 34:1 39 5 +M26163 0 658276 999-99-9 Inactive 4:18 9:3 14:9 23:2 27:2 34:1 35 6 +M26164 0 658277 999-99-9 Inactive 4:21 14:18 23:2 27:2 34:1 44 5 +M26165 0 658278 999-99-9 Inactive 4:21 6:1 14:18 23:3 27:3 34:1 47 6 +M26166 0 658279 999-99-9 Inactive 3:1 4:15 14:12 16:1 23:4 27:5 34:1 39 7 +M26167 0 658280 999-99-9 Inactive 3:1 4:17 6:2 14:14 23:3 27:1 34:1 39 7 +M26168 0 658281 999-99-9 Inactive 4:32 14:37 23:9 27:5 34:2 85 5 +M26169 0 658282 999-99-9 Inactive 4:8 14:5 23:3 27:2 34:2 20 5 +M26170 0 658283 999-99-9 Active 4:12 14:16 23:2 27:2 34:1 33 5 +M26171 0 658284 999-99-9 Inactive 4:18 6:1 14:11 23:2 27:5 34:2 39 6 +M26172 0 658285 999-99-9 Active 4:15 6:1 14:11 23:1 27:2 34:2 32 6 +M26173 0 658286 999-99-9 Inactive 4:22 14:15 23:3 27:5 34:1 46 5 +M26174 0 658287 999-99-9 Inactive 4:19 6:1 14:14 23:3 27:3 34:1 41 6 +M26175 0 658288 999-99-9 Inactive 3:1 4:17 14:12 23:3 27:3 34:1 37 6 +M26176 0 658289 999-99-9 Inactive 4:23 14:16 23:2 27:4 34:1 46 5 +M26177 0 658290 999-99-9 Inactive 4:21 6:1 14:17 23:2 27:6 34:2 49 6 +M26178 0 658291 999-99-9 Inactive 4:16 6:2 14:15 23:1 27:3 34:2 39 6 +M26179 0 658292 999-99-9 Inactive 4:17 14:16 23:4 27:3 34:2 42 5 +M26180 0 658293 999-99-9 Inactive 4:16 6:1 14:13 23:2 27:5 34:2 39 6 +M26181 0 658294 999-99-9 Inactive 4:13 6:1 14:9 23:2 27:3 34:2 30 6 +M26182 0 658295 999-99-9 Inactive 4:13 14:8 23:2 27:4 34:1 28 5 +M26183 0 658296 999-99-9 Inactive 4:19 6:1 14:14 23:1 27:4 34:2 41 6 +M26184 0 658297 999-99-9 Inactive 4:14 6:1 14:13 23:2 27:2 34:1 33 6 +M26185 0 658298 999-99-9 Active 4:17 6:1 14:17 23:2 27:3 34:1 41 6 +M26186 0 658299 999-99-9 Inactive 4:12 6:1 14:11 23:2 27:1 34:1 28 6 +M26187 0 658300 999-99-9 Inactive 4:16 14:19 23:3 27:2 34:1 41 5 +M26188 0 658301 999-99-9 Inactive 4:21 14:23 23:3 27:3 34:1 51 5 +M26189 0 658302 999-99-9 Inactive 4:10 14:10 23:4 27:2 34:1 27 5 +M26190 0 658303 999-99-9 Inactive 4:10 6:1 14:10 23:4 27:2 34:1 28 6 +M26191 0 658304 999-99-9 Active 4:14 14:19 23:2 27:5 28:1 34:1 42 6 +M26192 0 658305 999-99-9 Inactive 4:19 14:20 23:4 27:4 34:2 49 5 +M26193 0 658306 999-99-9 Inactive 4:21 14:19 23:5 27:3 34:1 49 5 +M26194 0 658307 999-99-9 Inactive 4:19 6:2 14:17 23:3 27:2 34:1 44 6 +M26195 0 658308 999-99-9 Inactive 4:8 14:8 23:4 27:4 34:1 25 5 +M26196 0 658309 999-99-9 Inactive 4:5 14:6 23:4 27:1 34:1 17 5 +M26197 0 658310 999-99-9 Inactive 4:12 14:12 23:4 27:2 34:1 31 5 +M26198 0 658311 999-99-9 Inactive 4:15 14:17 23:3 27:3 38 4 +M26199 0 658312 999-99-9 Inactive 4:20 14:20 23:6 27:4 50 4 +M26200 0 658313 999-99-9 Inactive 4:13 14:14 23:2 27:3 34:1 33 5 +M26201 0 658314 999-99-9 Inactive 4:10 14:8 23:4 27:1 34:1 24 5 +M26202 0 658315 999-99-9 Inactive 4:12 14:17 23:2 27:7 28:1 34:1 40 6 +M26203 0 658316 999-99-9 Inactive 4:18 14:17 23:3 27:2 34:1 41 5 +M26204 0 658317 999-99-9 Inactive 4:15 14:17 23:3 27:2 34:1 38 5 +M26205 0 658318 999-99-9 Inactive 4:13 14:15 23:3 27:2 34:1 34 5 +M26206 0 658319 999-99-9 Inactive 4:19 14:17 23:3 27:2 34:1 42 5 +M26207 0 658320 999-99-9 Inactive 4:7 14:8 23:4 27:3 34:1 23 5 +M26208 0 658321 999-99-9 Inactive 4:16 14:21 23:2 27:5 28:1 34:1 46 6 +M26209 0 658322 999-99-9 Inactive 4:18 14:17 23:3 27:2 34:1 41 5 +M26210 0 658323 999-99-9 Inactive 4:14 14:10 23:6 27:2 34:3 35 5 +M26211 0 658324 999-99-9 Inactive 4:16 14:15 23:3 27:3 34:1 38 5 +M26212 0 658325 999-99-9 Inactive 4:16 14:15 23:3 27:4 34:1 39 5 +M26213 0 658326 999-99-9 Inactive 4:15 14:15 23:3 27:3 34:1 37 5 +M26214 0 658327 999-99-9 Inactive 4:16 14:16 23:6 27:4 34:2 44 5 +M26215 0 658328 999-99-9 Inactive 4:22 14:21 23:5 27:4 34:3 55 5 +M26216 0 658329 999-99-9 Inactive 4:11 14:9 23:5 27:4 34:1 30 5 +M26217 0 658330 999-99-9 Inactive 4:31 14:51 23:3 27:2 34:1 88 5 +M26218 0 658331 999-99-9 Inactive 4:13 14:16 23:4 27:2 34:1 36 5 +M26219 0 658332 999-99-9 Inactive 4:19 14:16 23:2 27:2 34:2 41 5 +M26220 0 658333 999-99-9 Inactive 4:19 14:19 23:3 27:2 34:1 44 5 +M26221 0 658334 999-99-9 Inactive 4:11 6:2 14:10 23:4 27:2 34:1 30 6 +M26222 0 658335 999-99-9 Inactive 4:12 9:3 14:11 23:4 27:2 34:1 33 6 +M26223 0 658336 999-99-9 Inactive 4:30 6:1 14:26 23:4 27:3 64 5 +M26224 0 658337 999-99-9 Inactive 4:11 14:11 23:5 27:3 34:2 32 5 +M26225 0 658338 999-99-9 Inactive 4:16 14:15 23:3 27:7 34:1 42 5 +M26226 0 658339 999-99-9 Inactive 4:17 14:18 23:4 27:5 34:1 45 5 +M26227 0 658340 999-99-9 Inactive 3:1 4:21 14:19 23:6 27:3 34:2 52 6 +M26228 0 658341 999-99-9 Inactive 4:15 14:15 23:3 27:6 34:1 40 5 +M26229 0 658342 999-99-9 Inactive 4:11 14:5 23:5 27:2 34:1 24 5 +M26230 0 658343 999-99-9 Inactive 4:19 6:1 14:13 23:2 27:3 34:1 39 6 +M26231 0 658344 999-99-9 Inactive 4:11 14:6 23:4 34:1 22 4 +M26232 0 658345 999-99-9 Inactive 4:26 6:1 14:21 23:4 27:3 55 5 +M26233 0 658346 999-99-9 Inactive 4:19 14:26 23:2 27:4 34:1 52 5 +M26234 0 658347 999-99-9 Inactive 4:29 6:1 14:24 23:5 27:3 62 5 +M26235 0 658348 999-99-9 Inactive 4:17 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14:20 23:2 27:1 39 4 +M26538 0 658992 999-99-9 Inactive 4:33 14:24 27:6 63 3 +M26539 0 658993 999-99-9 Inactive 4:19 14:26 23:2 27:3 50 4 +M26540 0 658994 999-99-9 Inactive 4:30 14:36 23:4 27:9 79 4 +M26541 0 658995 999-99-9 Inactive 4:17 14:16 23:4 27:3 40 4 +M26542 0 658996 999-99-9 Inactive 4:22 14:20 23:2 27:4 48 4 +M26543 0 658997 999-99-9 Inactive 4:17 14:16 23:6 27:4 43 4 +M26544 0 658998 999-99-9 Inactive 4:26 14:22 23:4 27:6 58 4 +M26545 0 658999 999-99-9 Inactive 4:17 14:19 23:3 27:3 42 4 +M26546 0 659000 999-99-9 Inactive 4:20 6:2 14:13 23:3 27:2 40 5 +M26547 0 659001 999-99-9 Inactive 4:19 14:24 27:6 49 3 +M26548 0 659004 999-99-9 Inactive 4:8 14:16 27:5 34:1 30 4 +M26549 0 659005 999-99-9 Inactive 4:10 14:7 23:1 24:1 27:6 34:1 26 6 +M26550 0 659015 999-99-9 Active 3:1 4:13 14:20 23:5 27:5 44 5 +M26551 0 659016 999-99-9 Inactive 4:13 6:1 14:20 23:5 27:5 44 5 +M26552 0 659017 999-99-9 Active 3:1 4:18 14:30 23:5 27:5 59 5 +M26553 0 659018 999-99-9 Inactive 4:18 6:1 14:30 23:5 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999-99-9 Inactive 4:13 14:12 23:2 27:2 29 4 +M26570 0 659111 999-99-9 Inactive 4:19 14:15 23:1 27:2 37 4 +M26571 0 659112 999-99-9 Inactive 4:15 14:13 23:3 27:2 33 4 +M26572 0 659113 999-99-9 Inactive 4:15 14:13 23:3 27:2 33 4 +M26573 0 659114 999-99-9 Inactive 4:23 14:24 23:2 27:4 53 4 +M26574 0 659115 999-99-9 Inactive 4:32 14:46 23:2 27:3 83 4 +M26575 0 659116 999-99-9 Inactive 4:18 14:23 23:3 27:2 34:1 47 5 +M26576 0 659117 999-99-9 Inactive 4:27 14:26 23:2 27:6 61 4 +M26577 0 659118 999-99-9 Inactive 4:24 6:2 14:20 23:2 27:2 50 5 +M26578 0 659119 999-99-9 Inactive 4:20 14:22 23:2 27:3 47 4 +M26579 0 659120 999-99-9 Inactive 4:11 14:7 23:1 27:3 34:2 24 5 +M26580 0 659121 999-99-9 Inactive 4:12 14:8 23:4 24 3 +M26581 0 659122 999-99-9 Inactive 4:7 14:5 23:5 17 3 +M26582 0 659123 999-99-9 Inactive 4:17 14:25 23:1 27:1 44 4 +M26583 0 659124 999-99-9 Active 4:15 14:13 23:5 33 3 +M26584 0 659125 999-99-9 Inactive 4:16 14:19 23:1 27:4 34:2 42 5 +M26585 0 659126 999-99-9 Inactive 4:10 14:15 16:1 23:2 27:2 30 5 +M26586 0 659127 999-99-9 Inactive 4:12 6:1 14:18 23:3 27:3 37 5 +M26587 0 659128 999-99-9 Inactive 4:13 6:1 14:23 23:2 27:3 42 5 +M26588 0 659129 999-99-9 Inactive 4:18 14:22 23:2 27:1 34:1 44 5 +M26589 0 659130 999-99-9 Inactive 4:14 14:6 23:4 24 3 +M26590 0 659131 999-99-9 Inactive 4:27 14:22 23:2 34:2 53 4 +M26591 0 659132 999-99-9 Inactive 4:17 14:20 23:2 27:1 34:1 41 5 +M26592 0 659133 999-99-9 Inactive 4:19 6:2 14:12 23:2 27:1 34:1 37 6 +M26593 0 659134 999-99-9 Inactive 4:16 14:16 23:2 27:2 34:1 37 5 +M26594 0 659135 999-99-9 Inactive 4:17 14:18 23:2 27:2 34:1 40 5 +M26595 0 659136 999-99-9 Inactive 4:20 6:2 14:16 23:2 27:2 42 5 +M26596 0 659137 999-99-9 Inactive 4:20 14:39 23:3 27:1 63 4 +M26597 0 659138 999-99-9 Inactive 4:13 14:19 23:1 27:3 36 4 +M26598 0 659139 999-99-9 Inactive 4:21 14:27 23:3 27:1 52 4 +M26599 0 659140 999-99-9 Inactive 4:17 14:29 23:3 27:1 50 4 +M26600 0 659141 999-99-9 Inactive 4:17 14:27 23:3 47 3 +M26601 0 659142 999-99-9 Inactive 4:16 14:29 23:1 27:2 34:1 50 6 +M26602 0 659143 999-99-9 Inactive 4:12 14:7 23:3 22 3 +M26603 0 659144 999-99-9 Inactive 4:8 14:4 23:2 34:1 15 4 +M26604 0 659145 999-99-9 Inactive 4:11 14:27 23:3 27:1 42 4 +M26605 0 659146 999-99-9 Inactive 4:12 14:10 23:2 27:2 26 4 +M26606 0 659147 999-99-9 Inactive 4:4 6:2 14:9 23:1 27:1 17 5 +M26607 0 659148 999-99-9 Inactive 4:21 6:2 14:27 23:3 27:1 54 5 +M26608 0 659149 999-99-9 Inactive 4:19 6:1 14:22 23:3 27:2 34:1 48 6 +M26609 0 659150 999-99-9 Inactive 4:11 6:1 14:13 27:2 27 4 +M26610 0 659151 999-99-9 Inactive 3:1 4:14 14:21 23:2 27:3 41 5 +M26611 0 659152 999-99-9 Inactive 4:16 14:38 16:1 23:2 57 4 +M26612 0 659153 999-99-9 Inactive 4:14 14:21 23:1 27:3 39 4 +M26613 0 659154 999-99-9 Inactive 4:21 14:29 16:1 23:2 27:2 55 5 +M26614 0 659155 999-99-9 Inactive 4:12 14:30 16:1 23:2 45 4 +M26615 0 659156 999-99-9 Inactive 4:16 14:22 23:6 44 3 +M26616 0 659157 999-99-9 Inactive 4:13 14:32 16:1 23:2 27:1 49 5 +M26617 0 659158 999-99-9 Inactive 4:21 6:1 14:19 34:2 43 4 +M26618 0 659159 999-99-9 Inactive 4:22 14:22 27:2 34:2 48 4 +M26619 0 659160 999-99-9 Inactive 4:22 14:20 27:2 34:2 46 4 +M26620 0 659161 999-99-9 Inactive 4:20 14:24 34:2 46 3 +M26621 0 659162 999-99-9 Inactive 4:16 9:6 14:8 23:4 34:2 36 5 +M26622 0 659163 999-99-9 Inactive 4:20 14:26 23:2 27:2 50 4 +M26623 0 659164 999-99-9 Inactive 4:21 14:20 34:2 43 3 +M26624 0 659165 999-99-9 Inactive 4:21 6:1 14:19 34:2 43 4 +M26625 0 659166 999-99-9 Inactive 4:12 14:7 23:3 27:2 24 4 +M26626 0 659167 999-99-9 Inactive 4:12 14:10 23:4 26 3 +M26627 0 659168 999-99-9 Inactive 4:23 14:22 34:2 47 3 +M26628 0 659169 999-99-9 Inactive 4:27 14:24 34:2 53 3 +M26629 0 659170 999-99-9 Inactive 4:24 14:26 34:3 53 3 +M26630 0 659171 999-99-9 Inactive 4:12 14:10 23:2 27:4 28 4 +M26631 0 659172 999-99-9 Inactive 4:12 14:13 16:1 23:2 34:1 29 5 +M26632 0 659173 999-99-9 Inactive 4:10 6:1 14:5 23:2 27:1 19 5 +M26633 0 659174 999-99-9 Inactive 4:9 6:2 9:10 14:6 27:3 30 5 +M26634 0 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14:9 23:3 27:2 27 5 +M26650 0 659191 999-99-9 Inactive 3:1 4:19 14:28 23:1 27:3 52 5 +M26651 0 659192 999-99-9 Inactive 4:38 14:60 23:2 27:6 34:2 108 5 +M26652 0 659193 999-99-9 Inactive 4:11 14:11 23:1 27:3 26 4 +M26653 0 659194 999-99-9 Inactive 4:11 14:12 23:2 27:3 28 4 +M26654 0 659195 999-99-9 Inactive 4:11 9:6 14:8 23:4 27:5 34 5 +M26655 0 659196 999-99-9 Inactive 4:12 9:6 14:10 23:4 27:5 37 5 +M26656 0 659197 999-99-9 Inactive 4:28 6:1 14:41 23:2 27:4 76 5 +M26657 0 659198 999-99-9 Inactive 4:18 6:2 14:17 23:3 40 4 +M26658 0 659199 999-99-9 Inactive 4:13 6:1 14:18 23:1 33 4 +M26659 0 659200 999-99-9 Inactive 4:13 14:17 23:1 27:1 32 4 +M26660 0 659201 999-99-9 Inactive 4:18 14:24 23:2 27:2 34:1 47 5 +M26661 0 659202 999-99-9 Inactive 4:18 14:24 23:2 27:3 47 4 +M26662 0 659203 999-99-9 Inactive 4:14 6:2 14:20 23:2 27:3 41 5 +M26663 0 659204 999-99-9 Inactive 4:10 14:21 23:1 27:4 36 4 +M26664 0 659205 999-99-9 Inactive 4:18 9:24 14:12 23:2 27:4 60 5 +M26665 0 659206 999-99-9 Inactive 4:12 6:2 9:10 14:10 27:3 37 5 +M26666 0 659207 999-99-9 Inactive 4:9 6:1 9:5 14:10 27:2 27 5 +M26667 0 659208 999-99-9 Inactive 4:8 6:2 9:4 14:8 27:2 24 5 +M26668 0 659209 999-99-9 Inactive 4:9 6:4 9:8 14:8 23:2 27:2 33 6 +M26669 0 659210 999-99-9 Inactive 4:11 6:4 9:8 14:8 27:3 34 5 +M26670 0 659211 999-99-9 Inactive 4:12 6:4 9:8 14:10 27:3 37 5 +M26671 0 659212 999-99-9 Inactive 4:5 6:4 9:6 27:2 17 4 +M26672 0 659213 999-99-9 Inactive 4:19 14:40 23:2 27:3 64 4 +M26673 0 659214 999-99-9 Inactive 4:11 9:6 14:17 23:3 27:1 34:1 39 6 +M26674 0 659215 999-99-9 Inactive 4:10 6:2 9:4 14:13 23:3 27:1 34:1 34 7 +M26675 0 659216 999-99-9 Inactive 4:10 9:6 14:16 23:2 27:1 35 5 +M26676 0 659217 999-99-9 Inactive 4:16 6:4 9:8 14:16 23:2 27:2 48 6 +M26677 0 659218 999-99-9 Inactive 4:16 14:20 23:2 27:2 40 4 +M26678 0 659219 999-99-9 Inactive 4:9 6:2 9:4 14:11 23:3 27:1 34:1 31 7 +M26679 0 659220 999-99-9 Inactive 4:6 9:6 14:8 23:2 27:1 23 5 +M26680 0 659221 999-99-9 Inactive 4:26 14:23 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34:1 39 5 +M27148 0 659961 999-99-9 Inactive 4:13 14:13 23:3 27:2 34:2 33 5 +M27149 0 659962 999-99-9 Inactive 4:17 14:18 23:4 34:2 41 4 +M27150 0 659963 999-99-9 Inactive 4:23 14:15 23:3 27:4 34:1 46 5 +M27151 0 659964 999-99-9 Inactive 4:19 14:20 23:2 27:1 34:2 44 5 +M27152 0 659965 999-99-9 Inactive 4:12 14:8 23:4 34:3 27 4 +M27153 0 659966 999-99-9 Inactive 4:20 14:19 23:3 27:3 34:1 46 5 +M27154 0 659967 999-99-9 Inactive 4:22 14:20 23:2 27:1 34:2 47 5 +M27155 0 659968 999-99-9 Inactive 4:18 14:11 23:3 27:2 34:1 35 5 +M27156 0 659969 999-99-9 Inactive 4:12 14:10 23:4 27:1 34:2 29 5 +M27157 0 659970 999-99-9 Inactive 4:22 14:17 23:3 27:2 34:1 45 5 +M27158 0 659971 999-99-9 Inactive 4:20 14:14 23:2 27:3 34:1 40 5 +M27159 0 659972 999-99-9 Inactive 4:13 14:14 23:4 27:3 34:2 36 5 +M27160 0 659973 999-99-9 Inactive 4:17 6:2 14:10 23:4 34:2 35 5 +M27161 0 659974 999-99-9 Inactive 4:25 14:19 23:3 27:3 34:1 51 5 +M27162 0 659975 999-99-9 Inactive 4:7 14:10 23:2 27:2 34:1 22 5 +M27163 0 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5 +M27193 0 660011 999-99-9 Inactive 4:26 14:18 23:2 27:4 34:2 52 5 +M27194 0 660012 999-99-9 Inactive 4:19 14:22 23:2 27:4 34:1 48 5 +M27195 0 660013 999-99-9 Inactive 4:11 14:8 23:2 27:5 34:1 27 5 +M27196 0 660014 999-99-9 Inactive 4:15 14:16 23:4 27:1 34:1 37 5 +M27197 0 660015 999-99-9 Inactive 4:15 14:9 23:3 27:5 34:2 34 5 +M27198 0 660016 999-99-9 Inactive 4:13 14:19 23:3 27:6 34:1 42 5 +M27199 0 660017 999-99-9 Inactive 4:17 14:11 23:1 27:5 34:2 36 5 +M27200 0 660018 999-99-9 Inactive 4:12 14:11 23:5 27:5 34:2 35 5 +M27201 0 660019 999-99-9 Inactive 4:20 14:10 23:4 27:3 34:3 40 5 +M27202 0 660020 999-99-9 Inactive 4:12 6:2 14:8 23:4 27:3 34:1 30 6 +M27203 0 660021 999-99-9 Inactive 4:17 14:15 23:3 27:4 34:2 41 5 +M27204 0 660022 999-99-9 Inactive 4:13 14:10 23:4 27:3 34:1 31 5 +M27205 0 660023 999-99-9 Inactive 4:25 14:24 23:2 27:7 34:2 60 5 +M27206 0 660024 999-99-9 Inactive 4:7 14:7 23:3 27:3 34:1 21 5 +M27207 0 660033 999-99-9 Inactive 4:31 14:44 27:18 93 3 +M27208 0 660034 999-99-9 Inactive 4:31 14:46 27:18 95 3 +M27209 0 660047 999-99-9 Inactive 4:11 14:10 27:2 23 3 +M27210 0 660048 999-99-9 Inactive 4:10 14:8 27:2 20 3 +M27211 0 660049 999-99-9 Inactive 4:9 14:11 23:3 27:2 34:1 26 5 +M27212 0 660050 999-99-9 Inactive 4:16 14:16 23:2 27:3 34:1 38 5 +M27213 0 660051 999-99-9 Inactive 4:15 14:14 23:2 27:4 34:1 36 5 +M27214 0 660052 999-99-9 Inactive 4:8 14:10 23:2 27:2 34:1 23 5 +M27215 0 660053 999-99-9 Inactive 4:6 14:9 23:3 27:2 34:1 21 5 +M27216 0 660054 999-99-9 Inactive 4:12 14:16 23:2 27:3 34:1 34 5 +M27217 0 660055 999-99-9 Inactive 4:24 14:24 23:2 27:1 34:2 53 5 +M27218 0 660056 999-99-9 Inactive 4:22 14:18 23:2 27:1 34:2 45 5 +M27219 0 660057 999-99-9 Inactive 4:12 14:12 23:4 27:1 34:1 30 5 +M27220 0 660058 999-99-9 Inactive 4:14 14:16 23:4 27:3 34:1 38 5 +M27221 0 660059 999-99-9 Active 4:22 6:1 14:19 23:2 27:2 34:1 47 6 +M27222 0 660060 999-99-9 Inactive 4:19 14:16 23:2 27:2 34:2 41 5 +M27223 0 660061 999-99-9 Inactive 4:18 14:14 23:2 27:2 34:2 38 5 +M27224 0 660062 999-99-9 Inactive 4:14 14:15 23:3 27:3 34:2 37 5 +M27225 0 660063 999-99-9 Inactive 4:14 14:15 23:5 27:2 34:1 37 5 +M27226 0 660064 999-99-9 Inactive 4:16 14:16 23:2 27:4 34:1 39 5 +M27227 0 660065 999-99-9 Inactive 4:17 14:18 23:2 27:5 34:1 43 5 +M27228 0 660144 999-99-9 Inactive 4:14 14:21 27:7 28:1 43 4 +M27229 0 660145 999-99-9 Inactive 4:18 14:22 23:1 27:5 28:1 47 5 +M27230 0 660146 999-99-9 Inactive 4:14 14:14 27:3 31 3 +M27231 0 660147 999-99-9 Inactive 4:10 14:13 27:6 28:1 30 4 +M27232 0 660148 999-99-9 Inactive 4:11 14:15 27:6 28:1 33 4 +M27233 0 660149 999-99-9 Inactive 4:13 14:18 23:1 27:4 28:1 37 5 +M27234 0 660150 999-99-9 Inactive 4:13 14:15 27:6 28:1 35 4 +M27235 0 660151 999-99-9 Inactive 4:15 14:17 23:2 27:3 28:1 38 5 +M27236 0 660152 999-99-9 Inactive 4:17 14:22 23:1 27:5 28:1 46 5 +M27237 0 660153 999-99-9 Inactive 4:16 14:19 23:2 27:3 28:1 41 5 +M27238 0 660154 999-99-9 Inactive 4:11 14:11 23:1 27:4 27 4 +M27239 0 660155 999-99-9 Active 4:18 14:24 23:1 27:5 28:1 49 5 +M27240 0 660156 999-99-9 Active 4:12 14:15 23:2 27:3 28:1 33 5 +M27241 0 660157 999-99-9 Inactive 4:17 14:21 23:2 27:3 28:1 44 5 +M27242 0 660158 999-99-9 Inactive 4:16 14:24 23:1 27:4 28:1 46 5 +M27243 0 660159 999-99-9 Inactive 4:15 14:12 23:2 27:2 31 4 +M27244 0 660160 999-99-9 Inactive 4:16 14:17 23:2 27:3 28:1 39 5 +M27245 0 660161 999-99-9 Active 4:12 14:17 23:2 27:3 28:1 35 5 +M27246 0 660162 999-99-9 Inactive 4:14 14:12 23:2 27:2 30 4 +M27247 0 660163 999-99-9 Inactive 4:18 14:11 23:1 27:2 32 4 +M27248 0 660164 999-99-9 Inactive 4:9 14:7 23:1 27:3 20 4 +M27249 0 660165 999-99-9 Inactive 4:8 14:6 23:2 27:2 18 4 +M27250 0 660225 999-99-9 Inactive 4:28 14:40 23:8 27:6 34:2 84 5 +M27251 0 660226 999-99-9 Inactive 4:16 14:14 27:4 34 3 +M27252 0 660227 999-99-9 Inactive 4:6 14:10 23:4 27:2 22 4 +M27253 0 660228 999-99-9 Inactive 4:18 14:14 27:3 35 3 +M27254 0 660229 999-99-9 Inactive 4:17 14:11 23:1 27:1 30 4 +M27255 0 660230 999-99-9 Inactive 4:19 14:16 27:3 38 3 +M27256 0 660231 999-99-9 Inactive 4:19 14:19 23:1 27:2 41 4 +M27257 0 660232 999-99-9 Inactive 4:26 14:34 23:2 27:4 66 4 +M27258 0 660233 999-99-9 Inactive 4:26 14:30 23:2 27:4 62 4 +M27259 0 660234 999-99-9 Inactive 4:12 14:16 23:4 27:6 38 4 +M27260 0 660237 999-99-9 Inactive 4:20 14:34 27:3 57 3 +M27261 0 660238 999-99-9 Inactive 4:24 14:34 23:4 27:12 34:4 78 5 +M27262 0 660239 999-99-9 Inactive 4:20 14:28 23:2 27:11 34:2 63 5 +M27263 0 660240 999-99-9 Inactive 4:9 14:13 23:2 24:1 27:7 28:1 33 6 +M27264 0 660241 999-99-9 Inactive 4:9 14:13 23:2 24:1 27:7 28:1 33 6 +M27265 0 660242 999-99-9 Inactive 4:11 14:19 23:6 27:6 28:1 43 5 +M27266 0 660243 999-99-9 Inactive 4:11 14:21 23:6 27:6 28:1 45 5 +M27267 0 660244 999-99-9 Inactive 4:10 14:17 23:2 24:1 27:8 28:1 39 6 +M27268 0 660245 999-99-9 Inactive 4:10 14:20 23:3 27:8 28:1 42 5 +M27269 0 660295 999-99-9 Active 4:16 14:14 27:3 33 3 +M27270 0 660296 999-99-9 Inactive 4:17 14:16 27:2 35 3 +M27271 0 660297 999-99-9 Inactive 4:10 6:1 14:9 23:4 27:2 26 5 +M27272 0 660298 999-99-9 Inactive 4:31 6:2 14:24 23:8 27:2 67 5 +M27273 0 660299 999-99-9 Inactive 4:10 6:2 14:6 23:2 27:2 22 5 +M27274 0 660300 999-99-9 Inactive 4:11 14:11 23:3 27:4 29 4 +M27275 0 660301 999-99-9 Inactive 4:10 6:1 14:9 23:2 27:2 24 5 +M27276 0 660302 999-99-9 Inactive 4:10 6:1 14:7 23:2 27:2 22 5 +M27277 0 660303 999-99-9 Inactive 4:19 14:15 23:3 27:5 42 4 +M27278 0 660304 999-99-9 Inactive 4:16 14:10 23:4 27:7 37 4 +M27279 0 660305 999-99-9 Inactive 4:17 14:13 23:3 27:6 39 4 +M27280 0 660306 999-99-9 Inactive 4:14 14:9 23:3 27:6 32 4 +M27281 0 660307 999-99-9 Inactive 4:17 6:1 14:13 23:2 27:4 37 5 +M27282 0 660308 999-99-9 Inactive 4:30 14:48 27:3 81 3 +M27283 0 660309 999-99-9 Inactive 4:27 14:32 27:15 74 3 +M27284 0 660310 999-99-9 Inactive 4:25 14:28 27:4 57 3 +M27285 0 660317 999-99-9 Active 4:30 6:4 14:19 23:1 27:12 66 5 +M27286 0 660326 999-99-9 Inactive 4:14 6:1 14:22 34:3 40 4 +M27287 0 660327 999-99-9 Inactive 4:16 6:1 14:24 34:2 43 4 +M27288 0 660328 999-99-9 Active 4:44 6:1 14:38 28:2 85 4 +M27289 0 660329 999-99-9 Active 4:42 6:1 14:36 28:2 34:1 82 5 +M27290 0 660330 999-99-9 Inactive 3:1 4:14 14:22 27:1 34:2 40 5 +M27291 0 660331 999-99-9 Inactive 4:12 14:9 23:1 27:3 25 4 +M27292 0 660333 999-99-9 Inactive 4:10 14:11 23:1 27:2 24 4 +M27293 0 660334 999-99-9 Inactive 4:13 6:1 14:5 23:4 23 4 +M27294 0 660335 999-99-9 Inactive 4:8 6:2 14:10 23:2 34:1 23 5 +M27295 0 660336 999-99-9 Inactive 4:10 6:1 14:13 23:2 27:2 34:1 29 6 +M27296 0 660337 999-99-9 Inactive 4:9 14:10 23:4 27:3 26 4 +M27297 0 660338 999-99-9 Inactive 4:14 6:1 14:15 23:4 27:2 36 5 +M27298 0 660339 999-99-9 Inactive 4:12 14:16 23:4 27:2 34 4 +M27299 0 660340 999-99-9 Inactive 4:13 14:18 23:4 27:4 39 4 +M27300 0 660341 999-99-9 Inactive 4:9 6:1 14:10 23:3 27:1 24 5 +M27301 0 660368 999-99-9 Inactive 4:18 14:23 23:1 27:2 34:1 45 5 +M27302 0 660369 999-99-9 Inactive 4:36 14:54 27:12 102 3 +M27303 0 660370 999-99-9 Inactive 4:21 14:31 23:1 53 3 +M27304 0 660371 999-99-9 Active 4:23 14:37 23:5 27:6 71 4 +M27305 0 660372 999-99-9 Active 4:23 14:37 23:5 27:5 34:1 71 5 +M27306 0 660373 999-99-9 Active 4:24 14:39 23:5 27:5 34:1 74 5 +M27307 0 660374 999-99-9 Active 4:14 14:28 27:2 34:1 45 4 +M27308 0 660375 999-99-9 Active 3:1 4:12 14:23 27:2 38 4 +M27309 0 660406 999-99-9 Inactive 4:24 14:35 23:5 27:9 73 4 +M27310 0 660407 999-99-9 Inactive 4:20 14:28 23:4 27:9 61 4 +M27311 0 660410 999-99-9 Inactive 4:61 14:106 23:22 27:23 212 4 +M27312 0 660411 999-99-9 Inactive 4:63 14:104 23:24 27:26 217 4 +M27313 0 660412 999-99-9 Inactive 4:63 14:104 23:24 27:26 217 4 +M27314 0 660413 999-99-9 Inactive 4:61 14:96 23:20 27:28 205 4 +M27315 0 660414 999-99-9 Inactive 4:63 14:104 23:24 27:26 217 4 +M27316 0 660415 999-99-9 Inactive 4:61 14:96 23:20 27:28 205 4 +M27317 0 660416 999-99-9 Inactive 4:66 14:100 23:20 27:28 214 4 +M27318 0 660417 999-99-9 Inactive 4:70 14:110 23:22 27:26 228 4 +M27319 0 660418 999-99-9 Inactive 4:6 14:14 23:4 27:2 34:2 28 5 +M27320 0 660419 999-99-9 Inactive 4:8 14:18 23:4 27:2 34:2 34 5 +M27321 0 660420 999-99-9 Inactive 4:5 14:7 23:1 27:2 15 4 +M27322 0 660421 999-99-9 Inactive 4:8 14:10 23:2 27:2 22 4 +M27323 0 660427 999-99-9 Inactive 4:11 14:15 23:5 27:4 35 4 +M27324 0 660428 999-99-9 Inactive 4:11 14:13 23:3 27:4 34:1 32 5 +M27325 0 660440 999-99-9 Inactive 4:26 14:20 23:4 24:1 27:14 34:4 69 6 +M27326 0 660640 147-93-3 Inactive 4:7 14:6 27:2 34:1 16 4 +M27327 0 660646 999-99-9 Inactive 4:35 9:1 14:35 23:4 27:4 79 5 +M27328 0 660647 999-99-9 Inactive 3:2 4:17 14:15 23:1 27:2 37 5 +M27329 0 660664 999-99-9 Inactive 3:2 4:30 14:24 27:2 58 4 +M27330 0 660665 999-99-9 Inactive 3:2 4:36 14:36 27:2 76 4 +M27331 0 660666 999-99-9 Inactive 3:1 4:28 14:21 27:2 52 4 +M27332 0 660667 999-99-9 Inactive 3:1 4:29 14:23 27:2 55 4 +M27333 0 660668 999-99-9 Inactive 4:9 14:7 27:6 28:1 23 4 +M27334 0 660669 999-99-9 Inactive 4:11 14:13 27:7 28:1 32 4 +M27335 0 660670 999-99-9 Inactive 4:11 14:13 27:6 28:1 31 4 +M27336 0 660671 999-99-9 Inactive 4:12 14:20 16:2 23:4 31:1 39 5 +M27337 0 660672 999-99-9 Inactive 4:12 6:4 14:20 23:4 31:1 41 5 +M27338 0 660673 999-99-9 Inactive 4:17 14:19 23:1 27:5 42 4 +M27339 0 660674 999-99-9 Inactive 4:16 14:25 23:1 27:4 46 4 +M27340 0 660675 999-99-9 Inactive 4:17 14:21 23:1 27:5 44 4 +M27341 0 660676 999-99-9 Inactive 4:25 14:30 23:4 27:2 61 4 +M27342 0 660677 999-99-9 Inactive 4:16 14:28 27:2 46 3 +M27343 0 660678 999-99-9 Inactive 4:16 14:28 27:2 46 3 +M27344 0 660679 999-99-9 Inactive 4:16 14:28 27:2 46 3 +M27345 0 660680 999-99-9 Inactive 4:16 14:28 27:2 46 3 +M27346 0 660681 999-99-9 Inactive 4:16 14:28 27:2 46 3 +M27347 0 660682 999-99-9 Inactive 4:16 14:28 27:2 46 3 +M27348 0 660683 999-99-9 Inactive 4:16 14:28 27:2 46 3 +M27349 0 660684 999-99-9 Inactive 4:21 14:24 23:2 27:1 48 4 +M27350 0 660685 999-99-9 Inactive 4:34 14:28 27:4 28:2 68 4 +M27351 0 660686 999-99-9 Inactive 4:34 14:28 27:2 28:2 66 4 +M27352 0 660687 999-99-9 Inactive 4:23 14:22 23:1 27:3 28:1 50 5 +M27353 0 660688 999-99-9 Inactive 4:24 6:1 14:23 23:6 54 4 +M27354 0 660689 999-99-9 Inactive 4:17 6:1 14:16 23:5 39 4 +M27355 0 660809 999-99-9 Inactive 4:17 14:17 23:1 27:3 38 4 +M27356 0 660810 999-99-9 Inactive 4:15 14:13 23:1 27:3 32 4 +M27357 0 660811 999-99-9 Active 4:15 14:13 23:1 27:3 32 4 +M27358 0 660812 999-99-9 Active 4:20 14:19 23:1 27:3 43 4 +M27359 0 660813 999-99-9 Inactive 4:20 14:19 23:1 27:3 43 4 +M27360 0 660814 999-99-9 Inactive 4:14 14:11 23:1 27:2 28 4 +M27361 0 660815 999-99-9 Inactive 4:16 14:15 23:1 27:2 34 4 +M27362 0 660816 999-99-9 Active 4:16 14:15 23:1 27:2 34 4 +M27363 0 660817 999-99-9 Active 4:21 14:19 23:1 27:3 44 4 +M27364 0 660818 999-99-9 Inactive 4:22 14:21 23:1 27:3 47 4 +M27365 0 660819 999-99-9 Inactive 4:23 14:34 27:3 60 3 +M27366 0 660820 999-99-9 Inactive 4:20 14:24 27:2 46 3 +M27367 0 660821 999-99-9 Inactive 4:24 6:1 14:34 23:1 27:2 62 5 +M27368 0 660822 999-99-9 Inactive 4:23 14:21 23:9 27:2 55 4 +M27369 0 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14:52 23:10 27:7 34:2 129 5 +M27401 0 660969 999-99-9 Inactive 4:14 14:15 23:1 27:4 34 4 +M27402 0 660970 999-99-9 Inactive 4:14 14:13 23:1 27:4 32 4 +M27403 0 660977 161811-59-2 Inactive 3:1 4:11 14:7 27:3 22 4 +M27404 0 660978 999-99-9 Inactive 3:1 4:12 14:9 27:3 25 4 +M27405 0 660979 999-99-9 Inactive 3:1 4:14 14:15 27:3 33 4 +M27406 0 660980 999-99-9 Inactive 4:11 6:1 14:18 23:1 27:2 33 5 +M27407 0 660981 999-99-9 Inactive 4:13 14:19 23:1 27:3 36 4 +M27408 0 660982 999-99-9 Inactive 4:13 14:17 23:1 27:2 33 4 +M27409 0 660985 999-99-9 Inactive 4:14 14:16 27:3 33 3 +M27410 0 660986 999-99-9 Inactive 4:10 14:23 23:1 27:1 36:1 36 5 +M27411 0 661004 999-99-9 Inactive 4:7 14:15 23:3 27:4 29 4 +M27412 0 661051 999-99-9 Inactive 4:24 14:18 23:4 24:1 27:10 34:3 60 6 +M27413 0 661052 999-99-9 Active 4:32 6:1 14:28 23:3 24:1 27:12 34:3 80 7 +M27414 0 661055 999-99-9 Active 4:23 14:37 23:5 27:6 71 4 +M27415 0 661056 999-99-9 Active 4:23 14:37 23:5 27:6 71 4 +M27416 0 661057 999-99-9 Active 4:23 14:37 23:5 27:5 34:1 71 5 +M27417 0 661059 999-99-9 Inactive 4:17 14:12 34:4 33 3 +M27418 0 661060 999-99-9 Inactive 4:19 9:1 14:13 34:3 36 4 +M27419 0 661061 999-99-9 Inactive 4:19 6:1 14:13 34:3 36 4 +M27420 0 661066 999-99-9 Inactive 4:12 6:1 14:18 23:7 27:4 42 5 +M27421 0 661067 999-99-9 Inactive 4:18 6:2 14:23 23:3 27:1 47 5 +M27422 0 661070 999-99-9 Inactive 4:13 6:1 14:20 23:7 27:4 45 5 +M27423 0 661071 999-99-9 Inactive 4:9 6:2 14:9 23:5 24:1 27:2 34:1 29 7 +M27424 0 661072 999-99-9 Inactive 4:9 6:1 14:10 23:5 27:2 34:2 29 6 +M27425 0 661073 999-99-9 Active 4:15 6:1 14:14 23:5 27:2 34:2 39 6 +M27426 0 661074 999-99-9 Inactive 4:19 6:2 14:18 23:10 27:5 34:4 58 6 +M27427 0 661075 999-99-9 Inactive 4:11 6:1 14:12 23:5 27:4 34:2 35 6 +M27428 0 661076 999-99-9 Inactive 4:16 6:1 14:22 23:5 27:4 34:2 50 6 +M27429 0 661077 999-99-9 Inactive 4:12 6:1 14:14 23:5 27:4 34:2 38 6 +M27430 0 661078 999-99-9 Inactive 4:10 6:1 14:12 23:5 27:2 34:2 32 6 +M27431 0 661079 999-99-9 Inactive 4:15 6:2 14:12 23:4 27:2 34:2 37 6 +M27432 0 661080 999-99-9 Inactive 4:15 6:1 14:19 23:4 27:4 34:2 45 6 +M27433 0 661081 999-99-9 Inactive 4:16 6:1 14:20 23:9 27:2 34:2 50 6 +M27434 0 661082 999-99-9 Inactive 4:13 6:1 14:17 23:6 27:2 34:2 41 6 +M27435 0 661083 999-99-9 Inactive 4:17 6:1 14:22 23:7 27:2 34:2 51 6 +M27436 0 661084 999-99-9 Inactive 4:18 6:1 14:24 23:7 27:2 34:2 54 6 +M27437 0 661085 999-99-9 Active 4:12 6:1 14:15 23:6 27:2 34:2 38 6 +M27438 0 661086 999-99-9 Inactive 4:14 6:1 14:17 23:6 27:4 34:2 44 6 +M27439 0 661087 999-99-9 Inactive 4:16 6:1 14:21 23:6 27:4 34:2 50 6 +M27440 0 661088 999-99-9 Inactive 4:20 6:1 14:21 23:6 27:4 34:2 54 6 +M27441 0 661089 999-99-9 Active 4:16 6:1 14:20 23:7 27:2 34:2 48 6 +M27442 0 661090 999-99-9 Active 4:14 6:1 14:16 23:7 27:2 34:2 42 6 +M27443 0 661091 999-99-9 Inactive 4:16 6:1 14:18 23:7 27:4 34:2 48 6 +M27444 0 661092 999-99-9 Inactive 4:16 6:1 14:19 23:6 27:5 34:2 49 6 +M27445 0 661093 999-99-9 Inactive 4:10 6:1 14:12 23:3 27:2 34:2 30 6 +M27446 0 661094 999-99-9 Inactive 4:9 6:1 14:10 23:3 27:2 34:2 27 6 +M27447 0 661095 999-99-9 Inactive 4:10 6:1 14:10 23:3 27:4 34:2 30 6 +M27448 0 661096 999-99-9 Inactive 4:9 6:1 14:7 23:4 27:2 34:2 25 6 +M27449 0 661097 999-99-9 Inactive 4:14 6:1 14:11 23:4 27:4 34:2 36 6 +M27450 0 661098 999-99-9 Inactive 4:11 6:1 14:12 23:5 27:2 34:2 33 6 +M27451 0 661099 999-99-9 Inactive 4:13 6:1 14:10 23:3 27:4 34:2 33 6 +M27452 0 661100 999-99-9 Inactive 4:14 6:1 14:11 23:4 27:3 34:2 35 6 +M27453 0 661101 999-99-9 Inactive 4:15 6:1 14:12 23:3 27:3 34:2 36 6 +M27454 0 661102 999-99-9 Inactive 4:19 6:2 14:14 23:4 27:6 34:6 51 6 +M27455 0 661103 999-99-9 Inactive 4:11 14:13 23:5 27:3 34:2 34 5 +M27456 0 661104 999-99-9 Inactive 4:24 14:30 23:10 27:6 34:4 74 5 +M27457 0 661105 999-99-9 Inactive 4:11 14:18 23:8 27:2 34:2 41 5 +M27458 0 661106 999-99-9 Inactive 4:10 6:1 14:15 23:6 27:3 34:2 37 6 +M27459 0 661107 999-99-9 Inactive 4:13 6:1 14:17 23:6 27:3 34:2 42 6 +M27460 0 661108 999-99-9 Inactive 3:1 4:11 14:14 23:3 34:2 31 5 +M27461 0 661109 999-99-9 Inactive 3:1 4:10 14:13 23:4 34:2 30 5 +M27462 0 661110 999-99-9 Inactive 3:1 4:9 14:12 23:3 34:3 28 5 +M27463 0 661111 999-99-9 Inactive 3:1 4:10 14:13 23:4 34:2 30 5 +M27464 0 661112 999-99-9 Inactive 3:1 4:10 14:13 23:4 34:2 30 5 +M27465 0 661113 999-99-9 Inactive 3:1 4:14 14:20 23:3 27:3 34:2 43 6 +M27466 0 661114 999-99-9 Inactive 4:28 14:32 27:10 70 3 +M27467 0 661115 999-99-9 Inactive 4:28 14:30 27:10 68 3 +M27468 0 661122 999-99-9 Active 4:22 14:26 27:5 53 3 +M27469 0 661123 999-99-9 Active 4:22 14:28 27:5 55 3 +M27470 0 661128 999-99-9 Inactive 4:10 14:12 27:2 24 3 +M27471 0 661161 999-99-9 Inactive 4:13 14:13 23:5 27:2 33 4 +M27472 0 661162 999-99-9 Inactive 4:14 14:15 23:5 27:3 37 4 +M27473 0 661163 999-99-9 Inactive 4:14 14:15 23:5 27:3 37 4 +M27474 0 661164 999-99-9 Inactive 4:14 14:15 23:5 27:3 37 4 +M27475 0 661165 999-99-9 Inactive 4:13 6:1 14:12 23:5 27:2 33 5 +M27476 0 661166 999-99-9 Inactive 4:14 13:1 14:23 23:1 27:14 53 5 +M27477 0 661167 999-99-9 Inactive 4:19 13:1 14:21 23:1 27:5 47 5 +M27478 0 661168 999-99-9 Inactive 4:17 14:19 23:5 27:4 34:2 47 5 +M27479 0 661169 999-99-9 Inactive 4:16 6:1 14:16 23:5 27:3 34:2 43 6 +M27480 0 661170 999-99-9 Inactive 4:19 14:24 23:6 27:3 34:1 53 5 +M27481 0 661171 999-99-9 Inactive 4:22 14:21 23:7 27:2 34:1 53 5 +M27482 0 661172 999-99-9 Inactive 4:17 14:16 23:4 27:4 34:2 43 5 +M27483 0 661173 999-99-9 Inactive 4:12 6:1 14:11 23:4 27:2 34:1 31 6 +M27484 0 661174 999-99-9 Inactive 4:17 14:15 23:5 27:2 34:1 40 5 +M27485 0 661175 999-99-9 Inactive 4:17 14:21 23:3 27:9 50 4 +M27486 0 661176 999-99-9 Inactive 4:16 14:19 23:3 27:9 47 4 +M27487 0 661177 999-99-9 Inactive 4:36 14:38 23:2 27:8 34:2 86 5 +M27488 0 661178 999-99-9 Inactive 4:24 14:27 23:1 27:4 56 4 +M27489 0 661179 999-99-9 Inactive 4:22 14:23 23:1 27:4 50 4 +M27490 0 661180 999-99-9 Inactive 4:21 14:17 23:1 27:3 34:1 43 5 +M27491 0 661181 999-99-9 Inactive 4:22 14:19 23:1 27:2 34:1 45 5 +M27492 0 661182 999-99-9 Inactive 4:21 6:1 14:16 23:1 27:2 34:1 42 6 +M27493 0 661183 999-99-9 Inactive 4:21 6:1 14:16 23:1 27:3 34:1 43 6 +M27494 0 661184 999-99-9 Inactive 4:22 6:1 14:19 23:2 27:3 34:1 48 6 +M27495 0 661185 999-99-9 Inactive 4:23 9:3 14:19 23:2 27:3 34:1 51 6 +M27496 0 661186 999-99-9 Active 4:20 14:17 23:1 27:1 34:1 40 5 +M27497 0 661187 999-99-9 Inactive 4:36 14:34 23:4 27:4 37:1 79 5 +M27498 0 661188 999-99-9 Inactive 4:40 6:1 14:33 23:4 27:4 37:1 83 6 +M27499 0 661189 999-99-9 Inactive 4:35 6:1 14:30 23:4 27:4 37:1 75 6 +M27500 0 661190 999-99-9 Inactive 4:30 6:1 14:29 23:4 27:4 37:1 69 6 +M27501 0 661191 999-99-9 Inactive 4:29 14:30 23:2 27:5 66 4 +M27502 0 661192 999-99-9 Inactive 4:19 6:1 14:21 23:2 27:4 47 5 +M27503 0 661193 999-99-9 Inactive 4:21 6:2 14:24 23:2 27:3 52 5 +M27504 0 661194 999-99-9 Inactive 4:23 6:2 14:26 23:2 27:4 57 5 +M27505 0 661195 999-99-9 Inactive 4:29 14:28 23:2 27:4 63 4 +M27506 0 661196 999-99-9 Inactive 3:2 4:7 6:1 14:6 23:1 27:2 34:1 20 7 +M27507 0 661197 999-99-9 Inactive 4:42 14:51 23:3 27:6 102 4 +M27508 0 661198 999-99-9 Inactive 4:11 6:2 14:16 23:2 27:3 28:1 32:1 34:1 37 8 +M27509 0 661199 999-99-9 Inactive 4:17 6:2 7:1 14:36 23:2 27:3 28:1 34:1 63 8 +M27510 0 661200 999-99-9 Inactive 4:17 14:37 23:2 27:3 28:1 34:1 61 6 +M27511 0 661201 999-99-9 Inactive 3:1 4:14 14:12 23:3 27:2 34:1 33 6 +M27512 0 661202 999-99-9 Inactive 4:22 14:17 23:1 27:5 34:1 46 5 +M27513 0 661203 999-99-9 Inactive 4:19 14:17 23:1 27:5 42 4 +M27514 0 661204 999-99-9 Inactive 4:20 14:19 23:1 27:3 43 4 +M27515 0 661205 999-99-9 Inactive 4:19 14:17 23:1 27:3 40 4 +M27516 0 661206 999-99-9 Inactive 4:17 14:16 27:4 37 3 +M27517 0 661207 999-99-9 Inactive 4:15 14:12 27:4 31 3 +M27518 0 661208 999-99-9 Inactive 4:20 14:16 23:4 27:2 42 4 +M27519 0 661209 999-99-9 Inactive 4:15 14:22 23:2 27:4 36:1 44 5 +M27520 0 661210 999-99-9 Inactive 4:33 14:34 27:4 71 3 +M27521 0 661211 999-99-9 Inactive 4:37 14:36 27:5 78 3 +M27522 0 661212 999-99-9 Inactive 4:26 14:26 27:3 55 3 +M27523 0 661213 999-99-9 Inactive 4:33 14:32 27:4 69 3 +M27524 0 661214 999-99-9 Inactive 4:20 14:16 23:4 27:2 42 4 +M27525 0 661215 999-99-9 Inactive 4:24 14:20 23:6 27:3 53 4 +M27526 0 661216 999-99-9 Inactive 4:19 14:11 23:7 27:3 40 4 +M27527 0 661217 999-99-9 Inactive 4:21 6:1 14:13 23:6 41 4 +M27528 0 661218 999-99-9 Inactive 4:9 14:6 23:4 27:1 34:2 22 5 +M27529 0 661219 999-99-9 Inactive 4:11 14:12 23:6 34:2 31 4 +M27530 0 661220 999-99-9 Inactive 4:17 6:1 14:10 23:1 27:2 31 5 +M27531 0 661221 999-99-9 Inactive 4:18 14:13 23:1 27:2 34 4 +M27532 0 661222 999-99-9 Inactive 4:19 14:15 23:1 27:2 37 4 +M27533 0 661223 999-99-9 Inactive 4:22 14:12 23:2 27:4 40 4 +M27534 0 661224 999-99-9 Inactive 4:18 14:13 23:1 27:2 34 4 +M27535 0 661225 999-99-9 Inactive 4:23 14:15 23:1 27:2 41 4 +M27536 0 661226 999-99-9 Inactive 4:21 14:15 23:1 27:6 43 4 +M27537 0 661227 999-99-9 Inactive 4:24 14:22 23:2 27:3 51 4 +M27538 0 661228 999-99-9 Inactive 4:26 14:28 23:2 27:3 59 4 +M27539 0 661229 999-99-9 Inactive 4:29 14:24 23:2 27:3 58 4 +M27540 0 661230 999-99-9 Inactive 4:13 14:14 27:5 32 3 +M27541 0 661242 999-99-9 Inactive 4:21 14:14 23:2 27:3 40 4 +M27542 0 661243 999-99-9 Inactive 4:19 14:12 23:2 27:1 34 4 +M27543 0 661244 999-99-9 Inactive 4:18 14:16 23:2 36 3 +M27544 0 661245 999-99-9 Inactive 4:18 14:12 23:2 32 3 +M27545 0 661246 999-99-9 Inactive 4:18 14:12 23:2 27:2 34 4 +M27546 0 661247 999-99-9 Inactive 4:18 14:14 23:2 27:2 36 4 +M27547 0 661248 999-99-9 Inactive 4:18 14:18 23:2 38 3 +M27548 0 661249 999-99-9 Inactive 4:18 14:16 23:2 36 3 +M27549 0 661250 999-99-9 Inactive 4:18 14:14 23:2 34 3 +M27550 0 661251 999-99-9 Inactive 4:14 8:1 14:24 23:6 27:4 49 5 +M27551 0 661403 999-99-9 Inactive 4:47 6:2 14:64 27:6 119 4 +M27552 0 661404 999-99-9 Inactive 4:61 6:2 14:72 27:8 143 4 +M27553 0 661405 999-99-9 Active 4:22 14:24 27:7 53 3 +M27554 0 661406 999-99-9 Inactive 4:22 14:24 27:7 53 3 +M27555 0 661407 999-99-9 Inactive 4:20 14:20 27:8 48 3 +M27556 0 661408 999-99-9 Inactive 4:20 14:22 27:8 50 3 +M27557 0 661409 999-99-9 Inactive 4:23 14:30 27:9 62 3 +M27558 0 661423 999-99-9 Inactive 4:43 14:32 27:14 34:1 90 4 +M27559 0 661424 999-99-9 Inactive 4:40 14:28 27:14 34:1 83 4 +M27560 0 661426 999-99-9 Inactive 4:25 14:36 27:3 64 3 +M27561 0 661427 999-99-9 Inactive 4:25 14:36 27:3 64 3 +M27562 0 661428 999-99-9 Inactive 4:27 14:40 27:6 73 3 +M27563 0 661429 999-99-9 Inactive 4:27 14:40 27:6 73 3 +M27564 0 661430 999-99-9 Inactive 4:23 14:20 27:8 51 3 +M27565 0 661431 491-67-8 Inactive 4:15 14:10 27:5 30 3 +M27566 0 661437 999-99-9 Inactive 4:12 14:15 23:3 27:1 31 4 +M27567 0 661438 999-99-9 Inactive 4:21 14:22 23:4 27:1 48 4 +M27568 0 661439 999-99-9 Inactive 4:12 14:15 23:3 34:1 31 4 +M27569 0 661440 999-99-9 Inactive 4:14 6:1 14:20 23:1 27:1 37 5 +M27570 0 661441 999-99-9 Inactive 4:15 14:22 16:1 23:1 27:1 40 5 +M27571 0 661442 999-99-9 Inactive 4:13 14:18 16:1 23:1 27:1 34 5 +M27572 0 661443 999-99-9 Inactive 4:15 6:3 14:20 23:1 27:1 40 5 +M27573 0 661444 999-99-9 Inactive 3:1 4:21 6:4 14:22 23:1 27:2 51 6 +M27574 0 661445 999-99-9 Inactive 4:27 14:34 23:4 27:1 66 4 +M27575 0 661446 999-99-9 Inactive 4:37 6:5 14:49 23:6 27:1 98 5 +M27576 0 661447 999-99-9 Inactive 4:39 6:1 14:57 23:6 27:1 104 5 +M27577 0 661448 999-99-9 Inactive 4:39 6:1 14:57 23:6 27:3 106 5 +M27578 0 661449 999-99-9 Inactive 4:15 6:1 14:30 23:1 27:1 48 5 +M27579 0 661450 999-99-9 Inactive 4:38 14:40 23:4 27:2 84 4 +M27580 0 661451 999-99-9 Inactive 4:40 14:46 23:6 27:2 94 4 +M27581 0 661452 999-99-9 Inactive 4:15 14:17 23:3 27:2 34:1 38 5 +M27582 0 661460 999-99-9 Inactive 4:8 14:12 27:8 28 3 +M27583 0 661462 999-99-9 Inactive 4:6 14:6 23:4 27:4 20 4 +M27584 0 661463 999-99-9 Inactive 4:4 14:10 23:2 27:2 18 4 +M27585 0 661464 999-99-9 Inactive 4:9 14:14 23:2 27:5 30 4 +M27586 0 661465 999-99-9 Inactive 4:7 14:14 23:2 27:2 25 4 +M27587 0 661466 999-99-9 Inactive 4:7 14:13 23:3 27:3 26 4 +M27588 0 661467 999-99-9 Inactive 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4:14 14:15 23:3 34:1 33 4 +M29157 0 666010 999-99-9 Inactive 3:2 4:24 7:1 14:24 23:6 34:2 59 6 +M29158 0 666028 999-99-9 Active 4:20 14:24 27:5 49 3 +M29159 0 666029 999-99-9 Inactive 4:20 14:24 27:5 49 3 +M29160 0 666034 999-99-9 Inactive 4:21 14:23 23:1 27:4 49 4 +M29161 0 666035 999-99-9 Inactive 4:48 14:51 23:3 27:3 105 4 +M29162 0 666036 999-99-9 Inactive 4:22 6:1 14:24 23:1 27:3 51 5 +M29163 0 666037 999-99-9 Inactive 4:20 6:3 14:18 23:1 27:1 43 5 +M29164 0 666038 999-99-9 Inactive 4:20 6:1 14:18 23:3 27:5 47 5 +M29165 0 666039 999-99-9 Inactive 4:21 6:1 14:22 23:3 34:1 48 5 +M29166 0 666040 999-99-9 Inactive 4:21 6:3 14:20 23:3 34:1 48 5 +M29167 0 666041 999-99-9 Inactive 4:24 14:29 23:3 27:1 57 4 +M29168 0 666067 999-99-9 Inactive 4:10 14:21 23:3 27:2 36 4 +M29169 0 666068 999-99-9 Inactive 4:10 14:21 23:3 27:2 36 4 +M29170 0 666069 999-99-9 Inactive 4:18 14:28 27:3 49 3 +M29171 0 666070 999-99-9 Inactive 4:13 14:26 27:3 42 3 +M29172 0 666071 999-99-9 Inactive 4:12 14:24 27:3 39 3 +M29173 0 666072 999-99-9 Inactive 4:13 14:26 27:3 42 3 +M29174 0 666073 999-99-9 Inactive 4:13 14:26 27:3 42 3 +M29175 0 666074 999-99-9 Inactive 3:2 4:10 14:12 27:2 26 4 +M29176 0 666075 999-99-9 Inactive 4:10 14:12 16:2 27:2 26 4 +M29177 0 666078 999-99-9 Inactive 4:20 14:13 23:9 42 3 +M29178 0 666079 999-99-9 Inactive 4:21 14:24 23:6 34:6 57 4 +M29179 0 666080 999-99-9 Inactive 4:14 14:16 23:4 34:4 38 4 +M29180 0 666097 999-99-9 Inactive 4:20 6:1 14:18 23:3 27:1 43 5 +M29181 0 666098 999-99-9 Inactive 4:20 14:34 27:3 57 3 +M29182 0 666099 999-99-9 Inactive 4:25 14:32 27:7 64 3 +M29183 0 666100 999-99-9 Inactive 4:20 14:24 27:6 50 3 +M29184 0 666101 999-99-9 Inactive 4:16 14:16 27:4 36 3 +M29185 0 666102 999-99-9 Inactive 4:17 14:20 27:6 43 3 +M29186 0 666103 999-99-9 Inactive 4:16 14:18 27:4 38 3 +M29187 0 666104 999-99-9 Inactive 4:15 14:18 27:4 37 3 +M29188 0 666105 999-99-9 Inactive 4:17 14:20 27:4 41 3 +M29189 0 666106 999-99-9 Inactive 4:17 14:20 27:4 41 3 +M29190 0 666107 999-99-9 Inactive 4:20 14:20 27:5 45 3 +M29191 0 666108 999-99-9 Inactive 4:20 14:20 27:5 45 3 +M29192 0 666109 999-99-9 Inactive 4:19 14:20 27:5 44 3 +M29193 0 666110 999-99-9 Inactive 4:20 14:20 27:6 46 3 +M29194 0 666111 999-99-9 Inactive 4:21 14:26 27:7 54 3 +M29195 0 666112 999-99-9 Inactive 4:21 14:26 27:6 53 3 +M29196 0 666113 999-99-9 Inactive 4:21 14:26 27:8 55 3 +M29197 0 666114 999-99-9 Inactive 4:21 14:26 27:7 54 3 +M29198 0 666115 999-99-9 Active 4:13 14:10 23:4 27:3 30 4 +M29199 0 666116 999-99-9 Inactive 4:22 6:1 14:21 23:2 27:3 49 5 +M29200 0 666117 999-99-9 Inactive 4:26 14:27 23:1 27:9 63 4 +M29201 0 666118 999-99-9 Active 4:21 14:20 23:2 27:5 48 4 +M29202 0 666119 999-99-9 Inactive 4:20 14:17 23:1 27:5 34:1 44 5 +M29203 0 666120 999-99-9 Inactive 4:12 14:10 23:2 27:1 34:1 26 5 +M29204 0 666121 999-99-9 Inactive 4:14 14:21 23:3 27:5 43 4 +M29205 0 666122 999-99-9 Inactive 4:27 14:12 27:3 42 3 +M29206 0 666123 999-99-9 Inactive 4:20 14:22 27:4 46 3 +M29207 0 666124 999-99-9 Inactive 4:34 14:36 27:7 77 3 +M29208 0 666125 999-99-9 Inactive 4:13 14:18 27:7 38 3 +M29209 0 666126 999-99-9 Inactive 4:34 14:36 27:9 79 3 +M29210 0 666127 999-99-9 Inactive 4:13 6:1 14:20 23:1 27:2 37 5 +M29211 0 666128 999-99-9 Inactive 4:15 14:18 23:4 27:2 39 4 +M29212 0 666129 999-99-9 Inactive 4:7 14:11 23:1 27:5 34:1 25 5 +M29213 0 666130 999-99-9 Inactive 4:13 14:9 23:3 27:4 29 4 +M29214 0 666131 999-99-9 Inactive 4:19 6:1 14:11 23:4 27:2 35:1 38 6 +M29215 0 666132 999-99-9 Inactive 3:1 4:26 14:23 23:2 27:2 34:1 55 6 +M29216 0 666133 999-99-9 Inactive 3:1 4:19 14:13 23:2 27:3 34:1 39 6 +M29217 0 666134 999-99-9 Inactive 3:1 4:27 14:17 23:2 27:3 34:1 51 6 +M29218 0 666135 999-99-9 Inactive 4:25 14:16 23:2 27:4 34:1 48 5 +M29219 0 666136 999-99-9 Inactive 4:28 14:16 23:2 27:6 34:1 53 5 +M29220 0 666137 999-99-9 Inactive 3:1 4:18 14:15 23:2 27:1 34:1 38 6 +M29221 0 666138 999-99-9 Inactive 4:19 14:22 23:6 27:1 34:1 49 5 +M29222 0 666139 999-99-9 Inactive 4:36 14:34 23:4 27:2 34:2 78 5 +M29223 0 666140 999-99-9 Active 4:36 9:2 14:32 23:4 27:2 34:2 78 6 +M29224 0 666141 999-99-9 Active 3:2 4:36 14:32 23:4 27:2 34:2 78 6 +M29225 0 666142 999-99-9 Inactive 4:30 6:2 14:20 23:4 27:2 34:2 60 6 +M29226 0 666143 999-99-9 Inactive 4:18 14:18 23:2 27:1 34:1 40 5 +M29227 0 666144 999-99-9 Inactive 4:19 14:20 23:2 27:2 43 4 +M29228 0 666145 999-99-9 Inactive 4:14 14:13 23:1 27:1 34:1 30 5 +M29229 0 666146 999-99-9 Inactive 4:7 6:1 14:6 16:2 23:1 27:2 34:1 20 7 +M29230 0 666147 999-99-9 Inactive 3:1 4:7 6:1 14:7 23:1 27:2 34:1 20 7 +M29231 0 666148 999-99-9 Inactive 3:1 4:11 6:1 14:14 23:2 27:3 34:1 33 7 +M29232 0 666149 999-99-9 Inactive 4:12 6:1 14:16 23:1 27:5 35 5 +M29233 0 666150 999-99-9 Inactive 4:9 6:2 14:9 23:1 27:2 23 5 +M29234 0 666151 999-99-9 Inactive 4:21 14:26 23:2 27:11 60 4 +M29235 0 666152 999-99-9 Inactive 4:18 14:26 23:2 27:5 51 4 +M29236 0 666153 999-99-9 Inactive 4:15 14:19 23:1 27:7 42 4 +M29237 0 666154 999-99-9 Inactive 4:13 14:14 23:2 27:5 34 4 +M29238 0 666155 999-99-9 Inactive 4:16 14:19 23:1 27:6 42 4 +M29239 0 666156 999-99-9 Inactive 4:20 14:26 23:2 27:10 58 4 +M29240 0 666157 999-99-9 Inactive 4:18 14:28 23:2 27:4 34:1 53 5 +M29241 0 666158 999-99-9 Active 4:21 6:4 14:17 23:6 33:1 49 5 +M29242 0 666159 999-99-9 Inactive 4:28 23:9 27:3 34:2 43 5 +M29243 0 666160 999-99-9 Inactive 4:28 23:9 27:3 34:2 43 5 +M29244 0 666166 999-99-9 Inactive 4:19 14:16 23:6 27:2 43 4 +M29245 0 666167 999-99-9 Inactive 3:1 4:23 14:16 23:5 27:1 46 5 +M29246 0 666168 999-99-9 Inactive 4:15 14:10 23:6 27:1 32 4 +M29247 0 666169 999-99-9 Inactive 4:17 14:13 23:5 27:3 38 4 +M29248 0 666170 999-99-9 Inactive 4:31 6:1 14:21 23:6 27:2 61 5 +M29249 0 666171 999-99-9 Inactive 4:31 14:22 23:6 27:3 62 4 +M29250 0 666172 999-99-9 Inactive 4:32 14:24 23:6 27:4 66 4 +M29251 0 666173 999-99-9 Inactive 4:22 14:18 23:6 27:3 34:1 50 5 +M29252 0 666174 999-99-9 Inactive 4:26 6:1 14:18 23:7 27:2 54 5 +M29253 0 666175 999-99-9 Inactive 4:16 14:11 23:5 27:1 34:1 34 5 +M29254 0 666214 999-99-9 Inactive 4:22 14:25 23:1 27:6 54 4 +M29255 0 666215 999-99-9 Inactive 4:22 14:25 23:1 27:5 53 4 +M29256 0 666216 999-99-9 Inactive 4:22 14:25 23:1 27:5 53 4 +M29257 0 666217 999-99-9 Inactive 4:24 14:29 23:1 27:7 61 4 +M29258 0 666218 999-99-9 Inactive 4:23 14:27 23:1 27:5 56 4 +M29259 0 666219 999-99-9 Inactive 4:23 14:27 23:1 27:6 57 4 +M29260 0 666220 999-99-9 Inactive 4:23 14:27 23:1 27:6 57 4 +M29261 0 666221 999-99-9 Inactive 4:23 14:25 23:1 27:5 54 4 +M29262 0 666222 999-99-9 Inactive 4:22 14:23 23:1 27:6 52 4 +M29263 0 666223 999-99-9 Inactive 4:22 14:25 23:1 27:6 54 4 +M29264 0 666224 999-99-9 Inactive 4:23 14:27 23:1 27:5 56 4 +M29265 0 666225 999-99-9 Inactive 4:23 14:27 23:1 27:6 57 4 +M29266 0 666226 999-99-9 Inactive 4:22 14:25 23:1 27:4 52 4 +M29267 0 666227 999-99-9 Inactive 4:25 14:31 23:1 27:6 63 4 +M29268 0 666228 999-99-9 Inactive 4:24 14:29 23:1 27:7 61 4 +M29269 0 666229 999-99-9 Inactive 4:22 14:25 23:1 27:4 52 4 +M29270 0 666230 999-99-9 Inactive 4:21 9:1 14:22 23:1 27:3 48 5 +M29271 0 666231 999-99-9 Inactive 4:21 6:1 14:22 23:1 27:4 49 5 +M29272 0 666232 999-99-9 Inactive 4:22 14:23 23:1 27:5 51 4 +M29273 0 666233 999-99-9 Inactive 4:23 14:28 23:2 27:3 56 4 +M29274 0 666234 999-99-9 Inactive 4:29 14:39 23:1 27:5 74 4 +M29275 0 666235 999-99-9 Inactive 4:23 14:27 23:1 27:4 55 4 +M29276 0 666236 999-99-9 Inactive 4:27 14:27 23:1 27:5 60 4 +M29277 0 666237 999-99-9 Inactive 4:25 14:31 23:1 27:6 63 4 +M29278 0 666238 999-99-9 Inactive 4:24 14:29 23:1 27:7 61 4 +M29279 0 666239 999-99-9 Inactive 4:25 14:38 23:2 27:4 69 4 +M29280 0 666240 999-99-9 Inactive 4:24 14:29 23:1 27:6 60 4 +M29281 0 666241 999-99-9 Inactive 4:18 14:15 23:1 27:4 38 4 +M29282 0 666242 999-99-9 Inactive 4:11 14:9 23:1 27:4 25 4 +M29283 0 666243 999-99-9 Inactive 4:17 14:14 23:2 27:3 36 4 +M29284 0 666244 999-99-9 Inactive 4:18 14:16 23:2 27:3 39 4 +M29285 0 666245 999-99-9 Inactive 4:17 14:14 23:2 27:3 36 4 +M29286 0 666246 999-99-9 Inactive 4:11 14:9 23:1 27:4 25 4 +M29287 0 666247 999-99-9 Inactive 4:18 14:17 23:1 27:8 34:1 45 5 +M29288 0 666248 999-99-9 Inactive 4:10 14:8 23:2 27:4 24 4 +M29289 0 666249 999-99-9 Inactive 4:10 14:8 23:2 27:4 24 4 +M29290 0 666250 999-99-9 Inactive 4:10 14:8 23:2 27:3 23 4 +M29291 0 666251 999-99-9 Inactive 4:14 14:13 23:1 27:5 33 4 +M29292 0 666252 999-99-9 Inactive 4:19 14:16 27:4 39 3 +M29293 0 666253 999-99-9 Inactive 4:19 14:20 27:4 43 3 +M29294 0 666255 999-99-9 Inactive 4:18 14:18 27:4 40 3 +M29295 0 666256 999-99-9 Inactive 4:18 14:18 27:4 40 3 +M29296 0 666257 999-99-9 Inactive 4:16 14:14 23:2 27:2 34 4 +M29297 0 666258 999-99-9 Inactive 4:46 8:1 14:39 23:4 27:6 96 5 +M29298 0 666259 999-99-9 Inactive 3:2 4:38 8:1 14:35 23:6 27:8 90 6 +M29299 0 666260 999-99-9 Inactive 4:38 8:1 14:37 23:6 27:8 90 5 +M29300 0 666261 999-99-9 Inactive 4:34 8:1 14:33 23:6 27:6 80 5 +M29301 0 666262 999-99-9 Inactive 4:42 8:1 14:47 23:4 27:6 100 5 +M29302 0 666263 999-99-9 Inactive 4:38 8:1 14:39 23:8 27:8 94 5 +M29303 0 666264 999-99-9 Inactive 4:34 8:1 14:29 23:6 27:10 80 5 +M29304 0 666265 999-99-9 Inactive 4:34 8:1 14:31 23:4 27:6 76 5 +M29305 0 666266 999-99-9 Inactive 4:46 8:1 14:39 23:4 27:6 96 5 +M29306 0 666267 999-99-9 Inactive 4:40 8:1 14:43 23:4 27:6 94 5 +M29307 0 666268 999-99-9 Inactive 4:38 8:1 14:39 23:4 27:6 88 5 +M29308 0 666269 999-99-9 Inactive 4:58 8:1 14:47 23:4 27:6 116 5 +M29309 0 666271 999-99-9 Inactive 3:2 4:16 14:23 23:5 27:4 50 5 +M29310 0 666272 999-99-9 Inactive 3:4 4:23 14:25 23:3 27:7 62 5 +M29311 0 666273 999-99-9 Inactive 4:20 14:14 23:2 34:10 46 4 +M29312 0 666274 999-99-9 Inactive 4:22 14:32 34:12 66 3 +M29313 0 666275 999-99-9 Inactive 4:16 14:15 23:3 27:2 36 4 +M29314 0 666276 999-99-9 Inactive 4:18 9:1 14:10 23:5 27:2 36 5 +M29315 0 666277 999-99-9 Inactive 4:21 6:1 14:15 23:4 41 4 +M29316 0 666278 999-99-9 Inactive 4:21 9:1 14:15 23:4 41 4 +M29317 0 666279 999-99-9 Inactive 4:22 14:18 23:4 44 3 +M29318 0 666280 999-99-9 Inactive 4:21 14:24 23:4 49 3 +M29319 0 666281 999-99-9 Inactive 4:22 14:18 23:4 27:1 45 4 +M29320 0 666282 999-99-9 Inactive 4:25 14:24 23:4 27:2 55 4 +M29321 0 666283 999-99-9 Inactive 4:18 6:1 9:1 14:14 23:2 36 5 +M29322 0 666284 999-99-9 Inactive 4:14 14:16 23:2 27:2 34 4 +M29323 0 666285 999-99-9 Inactive 4:13 14:13 23:5 27:2 33 4 +M29324 0 666286 999-99-9 Active 4:17 14:13 23:5 27:2 37 4 +M29325 0 666287 999-99-9 Inactive 4:14 14:13 23:5 27:1 33 4 +M29326 0 666288 999-99-9 Inactive 4:14 14:15 23:5 27:2 36 4 +M29327 0 666289 999-99-9 Inactive 4:12 6:1 14:10 23:5 28 4 +M29328 0 666290 999-99-9 Inactive 4:11 14:12 23:4 27:5 32 4 +M29329 0 666291 999-99-9 Inactive 4:7 14:10 23:4 27:1 22 4 +M29330 0 666292 999-99-9 Inactive 4:18 6:1 14:16 23:5 40 4 +M29331 0 666293 999-99-9 Inactive 4:7 14:12 23:4 27:2 25 4 +M29332 0 666299 999-99-9 Inactive 4:19 14:16 27:4 39 3 +M29333 0 666300 999-99-9 Inactive 4:21 14:16 27:4 41 3 +M29334 0 666301 999-99-9 Inactive 3:1 4:15 14:10 16:1 27:1 28 5 +M29335 0 666302 999-99-9 Inactive 4:17 14:10 23:4 27:6 34:1 38 5 +M29336 0 666303 999-99-9 Inactive 4:15 14:10 23:6 27:2 34:1 34 5 +M29337 0 666304 999-99-9 Inactive 4:15 14:8 23:4 34:1 28 4 +M29338 0 666305 999-99-9 Inactive 4:17 14:8 23:2 27:2 34:1 30 5 +M29339 0 666306 999-99-9 Inactive 4:10 14:10 23:2 27:1 34:1 24 5 +M29340 0 666307 999-99-9 Inactive 4:13 14:8 23:2 34:1 24 4 +M29341 0 666308 999-99-9 Inactive 4:28 14:23 23:3 27:2 56 4 +M29342 0 666309 999-99-9 Active 4:22 14:15 23:3 34:2 42 4 +M29343 0 666311 999-99-9 Inactive 4:26 14:25 23:1 27:6 58 4 +M29344 0 666312 999-99-9 Inactive 4:22 14:21 23:1 27:4 48 4 +M29345 0 666313 999-99-9 Inactive 4:13 14:17 23:1 27:4 35 4 +M29346 0 666314 999-99-9 Inactive 4:24 14:18 23:2 27:2 46 4 +M29347 0 666315 999-99-9 Active 4:20 14:16 23:2 34:1 39 4 +M29348 0 666316 999-99-9 Inactive 4:18 14:14 23:2 34:1 35 4 +M29349 0 666317 999-99-9 Inactive 4:20 14:16 23:2 27:2 34:1 41 5 +M29350 0 666318 999-99-9 Inactive 4:17 14:16 23:2 27:3 34:1 39 5 +M29351 0 666319 999-99-9 Inactive 4:14 14:12 23:2 27:3 34:1 32 5 +M29352 0 666320 999-99-9 Inactive 4:9 14:10 23:2 34:1 22 4 +M29353 0 666321 999-99-9 Inactive 4:16 6:1 14:13 23:2 27:2 34:1 35 6 +M29354 0 666322 999-99-9 Inactive 4:15 14:14 23:2 34:1 32 4 +M29355 0 666323 999-99-9 Active 4:16 14:14 23:2 27:1 34:1 34 5 +M29356 0 666324 999-99-9 Inactive 4:27 6:1 14:27 23:2 27:9 34:1 67 6 +M29357 0 666325 999-99-9 Active 4:25 14:26 23:2 27:10 34:1 64 5 +M29358 0 666326 999-99-9 Inactive 4:29 14:32 23:2 27:10 34:1 74 5 +M29359 0 666327 999-99-9 Inactive 4:31 14:30 23:2 27:9 34:1 73 5 +M29360 0 666328 999-99-9 Inactive 4:26 14:28 23:2 27:10 34:1 67 5 +M29361 0 666329 999-99-9 Inactive 4:29 14:32 23:2 27:10 34:1 74 5 +M29362 0 666330 999-99-9 Inactive 4:31 14:34 23:2 27:12 34:1 80 5 +M29363 0 666331 999-99-9 Inactive 4:17 14:18 23:2 27:6 34:1 44 5 +M29364 0 666332 999-99-9 Inactive 4:24 14:24 23:2 27:5 34:1 56 5 +M29365 0 666333 999-99-9 Inactive 4:20 14:22 23:2 27:6 34:1 51 5 +M29366 0 666334 999-99-9 Inactive 4:21 14:24 23:2 27:6 34:1 54 5 +M29367 0 666354 999-99-9 Inactive 4:21 14:16 23:4 27:2 43 4 +M29368 0 666355 999-99-9 Inactive 4:21 14:15 23:5 27:3 44 4 +M29369 0 666356 999-99-9 Inactive 4:22 14:18 23:4 27:2 46 4 +M29370 0 666357 999-99-9 Inactive 4:19 14:16 23:4 27:3 42 4 +M29371 0 666358 999-99-9 Inactive 4:19 14:16 23:4 27:1 40 4 +M29372 0 666359 999-99-9 Inactive 4:15 14:10 23:4 27:1 34:1 31 5 +M29373 0 666360 999-99-9 Inactive 4:21 6:1 14:15 23:4 27:1 42 5 +M29374 0 666361 999-99-9 Inactive 4:21 14:14 23:4 27:2 41 4 +M29375 0 666362 999-99-9 Inactive 4:23 14:21 23:5 27:1 50 4 +M29376 0 666363 999-99-9 Inactive 4:24 14:22 23:4 27:4 54 4 +M29377 0 666364 999-99-9 Inactive 4:29 14:24 23:4 27:3 60 4 +M29378 0 666365 999-99-9 Inactive 4:21 14:14 23:4 27:2 41 4 +M29379 0 666366 999-99-9 Inactive 4:29 14:42 27:2 34:1 74 4 +M29380 0 666367 999-99-9 Inactive 4:15 14:12 23:4 34:1 32 4 +M29381 0 666368 999-99-9 Inactive 4:15 14:11 23:3 34:2 31 4 +M29382 0 666369 999-99-9 Inactive 4:16 14:12 23:4 27:1 34:1 34 5 +M29383 0 666370 999-99-9 Inactive 4:16 14:14 23:6 34:1 37 4 +M29384 0 666373 999-99-9 Inactive 4:20 14:26 27:5 51 3 +M29385 0 666378 999-99-9 Active 4:49 14:36 23:6 24:1 27:23 34:6 121 6 +M29386 0 666379 999-99-9 Active 4:24 14:19 23:3 24:1 27:11 34:3 61 6 +M29387 0 666386 999-99-9 Active 4:16 14:21 23:3 34:1 41 4 +M29388 0 666387 999-99-9 Inactive 4:13 14:13 23:5 27:3 34:1 35 5 +M29389 0 666388 999-99-9 Inactive 4:17 14:18 27:4 39 3 +M29390 0 666389 999-99-9 Inactive 4:42 14:45 27:7 28:1 95 4 +M29391 0 666390 999-99-9 Inactive 4:14 14:18 23:2 27:2 34:1 37 5 +M29392 0 666391 999-99-9 Inactive 4:10 14:12 27:3 25 3 +M29393 0 666392 999-99-9 Inactive 4:10 14:6 27:3 19 3 +M29394 0 666393 999-99-9 Inactive 4:10 14:10 27:3 23 3 +M29395 0 666394 999-99-9 Inactive 4:21 14:32 34:2 35:1 56 4 +M29396 0 666395 999-99-9 Inactive 4:13 14:23 23:1 27:1 38 4 +M29397 0 666396 999-99-9 Inactive 4:19 14:28 27:1 34:1 49 4 +M29398 0 666397 999-99-9 Inactive 4:16 14:18 27:3 34:2 39 4 +M29399 0 666398 999-99-9 Inactive 4:27 14:22 23:2 27:2 34:1 54 5 +M29400 0 666399 999-99-9 Inactive 4:21 14:18 23:2 27:2 34:1 44 5 +M29401 0 666400 999-99-9 Inactive 4:12 14:16 23:2 27:3 34:1 34 5 +M29402 0 666401 999-99-9 Inactive 4:19 14:24 27:3 46 3 +M29403 0 666402 999-99-9 Active 4:22 14:32 23:2 27:3 34:1 60 5 +M29404 0 666403 999-99-9 Inactive 4:19 14:30 23:2 27:2 34:1 54 5 +M29405 0 666404 999-99-9 Inactive 4:22 14:37 23:3 27:2 34:1 65 5 +M29406 0 666405 999-99-9 Inactive 2:1 4:16 9:3 14:31 27:2 34:1 54 6 +M29407 0 666406 999-99-9 Inactive 4:14 14:28 34:2 44 3 +M29408 0 666407 999-99-9 Inactive 4:16 14:30 34:2 48 3 +M29409 0 666408 999-99-9 Inactive 4:16 14:30 27:1 34:2 49 4 +M29410 0 666409 999-99-9 Inactive 4:15 6:1 14:29 27:1 34:1 47 5 +M29411 0 666410 999-99-9 Inactive 4:13 14:20 27:4 34:2 39 4 +M29412 0 666411 999-99-9 Inactive 4:17 14:30 34:2 49 3 +M29413 0 666412 999-99-9 Inactive 4:21 14:38 34:2 61 3 +M29414 0 666413 999-99-9 Inactive 4:12 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Inactive 3:1 4:19 9:3 14:23 27:4 28:1 51 6 +M29581 0 666660 999-99-9 Inactive 3:1 4:17 9:1 14:23 27:2 28:1 45 6 +M29582 0 666661 999-99-9 Inactive 3:2 4:17 14:23 27:2 28:1 45 5 +M29583 0 666662 999-99-9 Inactive 3:1 4:11 14:12 27:2 28:1 27 5 +M29584 0 666663 999-99-9 Inactive 4:12 14:23 27:4 28:1 40 4 +M29585 0 666664 999-99-9 Inactive 4:16 14:15 27:2 28:1 34 4 +M29586 0 666665 999-99-9 Inactive 4:7 14:11 27:3 28:1 22 4 +M29587 0 666666 999-99-9 Inactive 4:11 14:11 23:2 27:7 28:1 34:1 33 6 +M29588 0 666667 999-99-9 Inactive 4:13 14:15 23:2 27:7 28:1 34:1 39 6 +M29589 0 666668 999-99-9 Active 4:17 14:15 23:2 27:6 28:1 34:1 42 6 +M29590 0 666669 999-99-9 Inactive 4:11 14:13 27:2 28:1 27 4 +M29591 0 666670 999-99-9 Inactive 4:9 14:17 27:3 28:1 30 4 +M29592 0 666671 999-99-9 Inactive 4:8 14:13 27:3 28:1 25 4 +M29593 0 666672 999-99-9 Inactive 4:11 14:21 27:3 28:1 36 4 +M29594 0 666673 999-99-9 Inactive 4:25 14:35 27:4 28:1 65 4 +M29595 0 666674 999-99-9 Inactive 4:21 14:27 27:4 28:1 53 4 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999-99-9 Inactive 4:19 6:1 14:28 23:1 27:2 51 5 +M29711 0 666998 999-99-9 Inactive 4:16 6:1 14:11 23:2 27:7 34:1 38 6 +M29712 0 666999 999-99-9 Inactive 4:16 6:1 14:14 23:3 27:3 34:1 38 6 +M29713 0 667000 999-99-9 Inactive 4:17 6:1 14:13 23:2 27:7 34:1 41 6 +M29714 0 667001 999-99-9 Inactive 4:15 14:15 23:1 27:5 36 4 +M29715 0 667002 999-99-9 Inactive 4:17 14:11 23:1 27:5 34 4 +M29716 0 667003 999-99-9 Inactive 4:15 14:19 23:1 27:5 40 4 +M29717 0 667004 999-99-9 Inactive 4:14 14:23 23:2 27:8 28:1 48 5 +M29718 0 667006 999-99-9 Inactive 4:9 14:17 23:3 29 3 +M29719 0 667050 999-99-9 Inactive 4:37 6:2 14:62 23:2 27:2 105 5 +M29720 0 667051 999-99-9 Inactive 3:1 4:14 14:18 23:3 27:1 37 5 +M29721 0 667052 999-99-9 Inactive 4:17 14:22 27:4 43 3 +M29722 0 667053 999-99-9 Inactive 4:16 14:21 23:1 27:4 42 4 +M29723 0 667054 999-99-9 Inactive 4:16 14:19 23:1 27:3 39 4 +M29724 0 667055 999-99-9 Inactive 4:16 14:17 23:1 27:3 37 4 +M29725 0 667056 999-99-9 Inactive 4:9 14:16 27:3 28 3 +M29726 0 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999-99-9 Inactive 4:16 14:19 23:5 27:5 45 4 +M29856 0 667481 999-99-9 Inactive 4:17 14:21 23:5 27:5 48 4 +M29857 0 667482 999-99-9 Inactive 4:18 14:23 23:5 27:5 51 4 +M29858 0 667483 999-99-9 Inactive 4:13 14:21 23:5 27:6 45 4 +M29859 0 667484 999-99-9 Inactive 4:15 14:16 23:2 27:7 40 4 +M29860 0 667485 999-99-9 Inactive 4:17 14:20 23:2 27:7 46 4 +M29861 0 667486 999-99-9 Inactive 4:18 14:22 23:2 27:7 49 4 +M29862 0 667487 999-99-9 Inactive 4:17 14:25 23:1 27:7 50 4 +M29863 0 667488 999-99-9 Inactive 4:9 14:10 23:4 27:6 29 4 +M29864 0 667502 999-99-9 Inactive 4:27 14:22 23:4 27:4 34:1 58 5 +M29865 0 667503 999-99-9 Inactive 4:23 14:21 23:5 34:1 50 4 +M29866 0 667504 999-99-9 Inactive 4:53 14:46 23:4 27:3 106 4 +M29867 0 667505 999-99-9 Inactive 4:36 14:34 23:2 27:8 34:1 81 5 +M29868 0 667506 999-99-9 Inactive 4:9 6:2 14:14 27:2 27 4 +M29869 0 667507 999-99-9 Inactive 4:5 14:9 27:5 28:1 34:2 22 5 +M29870 0 667508 999-99-9 Inactive 4:15 14:14 23:4 33 3 +M29871 0 667509 999-99-9 Inactive 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999-99-9 Inactive 4:24 14:30 23:2 27:9 34:1 66 5 +M29903 0 667541 999-99-9 Inactive 4:23 14:28 23:2 27:9 34:1 63 5 +M29904 0 667542 999-99-9 Inactive 4:24 14:30 23:2 27:9 34:1 66 5 +M29905 0 667543 999-99-9 Inactive 4:16 14:22 23:2 27:5 34:1 46 5 +M29906 0 667544 999-99-9 Inactive 4:15 14:20 23:2 27:5 34:1 43 5 +M29907 0 667545 999-99-9 Inactive 4:26 6:1 14:23 23:2 27:6 34:1 59 6 +M29908 0 667546 999-99-9 Inactive 4:25 14:24 23:2 27:6 34:1 58 5 +M29909 0 667547 999-99-9 Inactive 4:30 14:26 23:2 27:6 34:1 65 5 +M29910 0 667548 999-99-9 Inactive 4:21 6:1 14:21 23:2 27:6 34:1 52 6 +M29911 0 667549 999-99-9 Inactive 4:26 6:1 14:23 23:2 27:6 34:1 59 6 +M29912 0 667550 999-99-9 Inactive 4:27 14:26 23:2 27:7 34:1 63 5 +M29913 0 667551 999-99-9 Inactive 4:19 14:20 23:2 27:7 34:1 49 5 +M29914 0 667552 999-99-9 Inactive 4:25 14:24 23:2 27:6 34:1 58 5 +M29915 0 667553 999-99-9 Inactive 4:24 14:22 23:2 27:7 34:1 56 5 +M29916 0 667554 999-99-9 Inactive 4:30 14:26 23:2 27:6 34:1 65 5 +M29917 0 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Inactive 4:29 14:32 23:4 27:10 34:1 76 5 +M29979 0 667725 999-99-9 Inactive 4:28 6:1 14:29 23:4 27:9 34:1 72 6 +M29980 0 667726 999-99-9 Inactive 4:33 14:32 23:4 27:9 34:1 79 5 +M29981 0 667727 999-99-9 Inactive 4:34 14:34 23:4 27:9 34:1 82 5 +M29982 0 667728 999-99-9 Inactive 4:34 14:34 23:4 27:10 34:1 83 5 +M29983 0 667729 999-99-9 Inactive 4:33 6:1 14:31 23:4 27:9 34:1 79 6 +M29984 0 667730 999-99-9 Inactive 4:33 6:1 14:31 23:4 27:9 34:1 79 6 +M29985 0 667731 999-99-9 Inactive 4:20 14:22 23:4 27:5 34:1 52 5 +M29986 0 667732 999-99-9 Inactive 4:21 14:24 23:4 27:5 34:1 55 5 +M29987 0 667733 999-99-9 Inactive 4:21 14:24 23:4 27:6 34:1 56 5 +M29988 0 667734 999-99-9 Inactive 4:20 6:1 14:21 23:4 27:5 34:1 52 6 +M29989 0 667735 999-99-9 Inactive 4:25 14:24 23:4 27:5 34:1 59 5 +M29990 0 667736 999-99-9 Inactive 4:26 14:26 23:4 27:5 34:1 62 5 +M29991 0 667737 999-99-9 Inactive 4:26 14:26 23:4 27:6 34:1 63 5 +M29992 0 667738 999-99-9 Inactive 4:25 6:1 14:23 23:4 27:5 34:1 59 6 +M29993 0 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999-99-9 Inactive 4:20 14:18 23:6 44 3 +M30010 0 667756 999-99-9 Inactive 4:6 14:6 23:2 27:4 18 4 +M30011 0 667757 999-99-9 Inactive 4:10 14:10 23:8 28 3 +M30012 0 667758 999-99-9 Inactive 4:13 6:1 14:24 23:1 27:3 42 5 +M30013 0 667759 999-99-9 Inactive 4:24 14:18 23:4 27:6 34:2 54 5 +M30014 0 667760 999-99-9 Inactive 4:5 14:3 23:3 27:2 13 4 +M30015 0 667838 999-99-9 Inactive 4:30 14:26 27:8 64 3 +M30016 0 667839 999-99-9 Inactive 4:30 14:26 27:8 64 3 +M30017 0 667841 999-99-9 Inactive 4:8 14:8 23:4 27:2 22 4 +M30018 0 667842 999-99-9 Inactive 4:10 6:2 14:4 23:4 20 4 +M30019 0 667843 999-99-9 Inactive 3:2 4:6 14:8 23:2 27:2 20 5 +M30020 0 667844 999-99-9 Inactive 4:6 6:1 14:5 23:2 27:3 17 5 +M30021 0 667845 999-99-9 Inactive 4:6 6:2 14:8 23:2 27:3 21 5 +M30022 0 667846 999-99-9 Inactive 4:10 14:6 18:1 23:4 27:2 23 5 +M30023 0 667847 999-99-9 Inactive 4:6 14:4 23:2 27:5 17 4 +M30024 0 667848 999-99-9 Inactive 4:10 14:20 23:4 27:4 38 4 +M30025 0 667849 999-99-9 Inactive 4:5 6:1 14:7 23:2 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999-99-9 Inactive 4:23 14:32 27:13 68 3 +M30991 0 670008 999-99-9 Inactive 4:12 14:16 23:2 27:3 33 4 +M30992 0 670009 999-99-9 Inactive 4:11 14:14 23:2 27:3 30 4 +M30993 0 670010 999-99-9 Inactive 4:17 14:28 27:8 53 3 +M30994 0 670011 999-99-9 Inactive 4:12 9:2 14:14 27:3 31 4 +M30995 0 670012 999-99-9 Inactive 4:14 14:20 27:3 37 3 +M30996 0 670013 999-99-9 Inactive 4:34 6:3 14:47 23:6 27:2 92 5 +M30997 0 670014 999-99-9 Inactive 4:34 6:2 14:46 23:6 27:4 92 5 +M30998 0 670015 999-99-9 Inactive 4:26 14:30 23:4 27:4 64 4 +M30999 0 670016 999-99-9 Inactive 4:11 6:3 14:15 23:2 27:3 34 5 +M31000 0 670017 999-99-9 Inactive 4:11 6:2 14:14 23:2 27:3 32 5 +M31001 0 670020 999-99-9 Inactive 4:24 14:44 23:2 27:12 82 4 +M31002 0 670021 999-99-9 Inactive 4:30 14:48 27:3 81 3 +M31003 0 670033 999-99-9 Inactive 4:38 14:46 23:4 27:12 100 4 +M31004 0 670034 999-99-9 Inactive 4:11 14:15 23:5 27:5 36 4 +M31005 0 670035 999-99-9 Inactive 4:11 14:15 23:5 27:5 36 4 +M31006 0 670036 999-99-9 Inactive 4:11 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999-99-9 Inactive 4:27 14:30 27:2 59 3 +M31289 0 670428 999-99-9 Inactive 4:27 14:28 27:2 57 3 +M31290 0 670429 999-99-9 Inactive 4:29 14:32 27:2 63 3 +M31291 0 670430 999-99-9 Inactive 4:27 14:28 27:2 57 3 +M31292 0 670431 999-99-9 Inactive 4:29 14:32 27:4 65 3 +M31293 0 670432 999-99-9 Inactive 4:29 14:32 27:3 64 3 +M31294 0 670433 999-99-9 Inactive 4:28 14:30 27:3 61 3 +M31295 0 670434 999-99-9 Inactive 4:29 14:34 27:2 65 3 +M31296 0 670435 999-99-9 Inactive 4:25 14:28 27:4 57 3 +M31297 0 670436 999-99-9 Inactive 4:27 14:28 27:4 59 3 +M31298 0 670437 999-99-9 Inactive 4:25 14:24 27:2 51 3 +M31299 0 670438 999-99-9 Inactive 4:25 14:28 27:2 55 3 +M31300 0 670439 999-99-9 Inactive 4:27 14:32 27:2 61 3 +M31301 0 670440 999-99-9 Inactive 4:26 14:28 27:2 56 3 +M31302 0 670441 999-99-9 Inactive 4:26 14:26 27:3 55 3 +M31303 0 670442 999-99-9 Inactive 4:25 14:26 27:1 52 3 +M31304 0 670443 999-99-9 Inactive 4:25 14:26 27:2 53 3 +M31305 0 670444 999-99-9 Inactive 4:26 14:28 27:3 57 3 +M31306 0 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999-99-9 Inactive 4:24 14:24 23:4 27:3 55 4 +M31355 0 670555 999-99-9 Inactive 4:22 14:26 23:4 27:6 58 4 +M31356 0 670556 999-99-9 Inactive 4:19 14:12 27:3 34 3 +M31357 0 670557 999-99-9 Inactive 4:22 14:33 23:7 27:5 67 4 +M31358 0 670558 999-99-9 Inactive 4:17 14:13 16:1 23:2 27:1 34 5 +M31359 0 670560 999-99-9 Inactive 4:26 14:34 23:8 27:2 70 4 +M31360 0 670561 999-99-9 Inactive 4:26 14:34 23:8 27:2 70 4 +M31361 0 670562 999-99-9 Inactive 4:26 14:34 23:8 27:2 70 4 +M31362 0 670563 999-99-9 Inactive 4:32 14:34 23:8 27:2 76 4 +M31363 0 670564 999-99-9 Inactive 4:16 14:22 27:3 41 3 +M31364 0 670671 999-99-9 Inactive 4:18 6:2 14:20 23:4 27:4 34:4 52 6 +M31365 0 670672 999-99-9 Inactive 4:20 6:2 14:24 23:4 27:4 34:4 58 6 +M31366 0 670673 999-99-9 Inactive 4:19 6:2 14:22 23:4 27:4 34:4 55 6 +M31367 0 670674 999-99-9 Inactive 4:13 14:20 23:4 27:4 41 4 +M31368 0 670675 999-99-9 Inactive 4:15 14:14 23:2 27:2 33 4 +M31369 0 670676 999-99-9 Inactive 4:20 14:21 23:3 27:5 49 4 +M31370 0 670677 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999-99-9 Inactive 4:21 14:21 23:1 27:10 53 4 +M31464 0 670944 999-99-9 Inactive 4:32 14:36 23:4 27:4 76 4 +M31465 0 670945 999-99-9 Inactive 4:28 14:16 23:8 27:4 56 4 +M31466 0 670946 999-99-9 Inactive 4:15 14:21 23:1 27:3 40 4 +M31467 0 670947 999-99-9 Inactive 4:32 14:34 23:2 27:6 37:2 76 5 +M31468 0 670960 999-99-9 Inactive 4:15 14:11 23:5 27:3 34:1 35 5 +M31469 0 670961 999-99-9 Inactive 4:15 14:13 23:5 27:1 34:1 35 5 +M31470 0 670962 999-99-9 Inactive 4:15 14:16 23:4 27:1 34:1 37 5 +M31471 0 670963 999-99-9 Inactive 4:15 14:16 23:4 27:1 34:1 37 5 +M31472 0 670964 999-99-9 Inactive 4:14 6:1 14:13 23:4 34:1 33 5 +M31473 0 670965 999-99-9 Inactive 4:13 6:1 14:11 23:4 34:1 30 5 +M31474 0 670966 999-99-9 Inactive 4:14 14:15 23:5 34:1 35 4 +M31475 0 670967 999-99-9 Inactive 4:15 14:17 23:5 34:1 38 4 +M31476 0 670968 999-99-9 Inactive 4:16 14:19 23:5 34:1 41 4 +M31477 0 670969 999-99-9 Inactive 4:14 14:14 23:4 34:1 33 4 +M31478 0 670972 999-99-9 Inactive 4:60 14:54 27:15 129 3 +M31479 0 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27:6 46 5 +M31495 0 671008 999-99-9 Inactive 3:3 4:7 6:1 14:5 23:1 27:1 34:1 19 7 +M31496 0 671009 999-99-9 Inactive 3:2 4:8 14:3 23:1 27:3 34:1 18 6 +M31497 0 671010 999-99-9 Inactive 3:2 4:7 6:1 14:8 23:1 27:2 34:1 22 7 +M31498 0 671018 999-99-9 Inactive 4:9 14:16 23:2 27:2 29 4 +M31499 0 671019 999-99-9 Inactive 4:13 14:16 23:2 27:2 33 4 +M31500 0 671020 999-99-9 Inactive 4:13 14:15 23:3 27:4 35 4 +M31501 0 671021 999-99-9 Inactive 4:14 14:18 23:2 27:3 37 4 +M31502 0 671047 999-99-9 Inactive 4:14 6:2 8:1 14:14 23:5 34:1 37 6 +M31503 0 671048 999-99-9 Inactive 4:15 6:2 8:1 14:16 23:5 34:1 40 6 +M31504 0 671049 999-99-9 Inactive 4:16 6:2 8:1 14:18 23:5 34:1 43 6 +M31505 0 671050 999-99-9 Inactive 4:13 6:2 8:1 14:17 23:4 34:1 38 6 +M31506 0 671051 999-99-9 Inactive 4:14 6:2 8:1 14:13 23:4 34:1 35 6 +M31507 0 671052 999-99-9 Inactive 4:13 6:2 8:1 14:17 23:4 34:1 38 6 +M31508 0 671053 999-99-9 Inactive 4:10 6:2 8:1 14:13 23:4 34:1 31 6 +M31509 0 671054 999-99-9 Inactive 4:16 14:14 23:4 27:2 34:1 37 5 +M31510 0 671055 999-99-9 Active 4:21 14:32 23:8 27:6 67 4 +M31511 0 671056 999-99-9 Active 4:21 6:1 14:32 23:5 27:6 65 5 +M31512 0 671057 999-99-9 Inactive 4:11 6:1 14:21 27:3 36 4 +M31513 0 671098 999-99-9 Inactive 4:24 14:17 23:3 27:1 34:2 47 5 +M31514 0 671099 999-99-9 Inactive 4:25 14:20 23:2 27:2 34:2 51 5 +M31515 0 671100 999-99-9 Inactive 4:28 14:24 23:2 27:4 34:2 60 5 +M31516 0 671101 999-99-9 Inactive 4:24 14:20 23:2 27:2 34:2 50 5 +M31517 0 671102 999-99-9 Inactive 4:21 14:17 23:3 27:3 34:2 46 5 +M31518 0 671103 999-99-9 Inactive 4:23 14:22 23:2 27:5 34:2 54 5 +M31519 0 671104 999-99-9 Inactive 4:21 14:20 23:2 27:4 34:2 49 5 +M31520 0 671105 999-99-9 Inactive 4:32 14:26 23:2 27:3 34:2 65 5 +M31521 0 671106 999-99-9 Inactive 4:29 14:20 23:2 27:2 34:2 55 5 +M31522 0 671107 999-99-9 Inactive 4:30 14:22 23:2 27:3 34:2 59 5 +M31523 0 671108 999-99-9 Inactive 4:29 6:1 14:19 23:2 27:2 34:2 55 6 +M31524 0 671109 999-99-9 Inactive 4:27 14:18 23:2 27:2 34:3 52 5 +M31525 0 671110 999-99-9 Inactive 4:27 14:18 23:2 27:3 34:2 52 5 +M31526 0 671111 999-99-9 Inactive 4:28 14:22 23:2 27:4 34:2 58 5 +M31527 0 671112 999-99-9 Inactive 4:29 6:1 14:25 23:2 27:5 34:2 64 6 +M31528 0 671113 999-99-9 Inactive 4:27 14:22 23:2 27:5 34:2 58 5 +M31529 0 671114 999-99-9 Inactive 4:26 6:1 14:19 23:2 27:4 34:2 54 6 +M31530 0 671115 999-99-9 Inactive 4:30 14:28 23:2 27:4 34:2 66 5 +M31531 0 671116 999-99-9 Inactive 4:29 14:26 23:2 27:7 34:2 66 5 +M31532 0 671117 999-99-9 Inactive 4:17 14:19 23:3 39 3 +M31533 0 671118 999-99-9 Inactive 4:23 14:30 23:4 57 3 +M31534 0 671119 999-99-9 Inactive 4:21 14:28 23:4 53 3 +M31535 0 671120 999-99-9 Inactive 4:18 14:21 23:3 42 3 +M31536 0 671121 999-99-9 Inactive 4:25 14:34 23:4 63 3 +M31537 0 671122 999-99-9 Inactive 4:24 14:34 23:4 62 3 +M31538 0 671123 999-99-9 Inactive 4:23 14:30 23:4 27:2 59 4 +M31539 0 671124 999-99-9 Inactive 4:23 14:32 23:4 27:1 60 4 +M31540 0 671125 999-99-9 Inactive 4:15 14:18 23:4 37 3 +M31541 0 671126 999-99-9 Inactive 4:26 14:15 23:3 27:3 34:2 49 5 +M31542 0 671127 999-99-9 Inactive 4:26 6:1 14:14 23:3 27:3 34:2 49 6 +M31543 0 671128 999-99-9 Inactive 4:26 6:2 14:13 23:3 27:3 34:2 49 6 +M31544 0 671129 999-99-9 Inactive 4:27 14:17 23:3 27:4 34:2 53 5 +M31545 0 671130 999-99-9 Inactive 4:29 14:21 23:3 27:6 34:2 61 5 +M31546 0 671131 999-99-9 Inactive 4:24 14:13 23:3 27:4 34:2 46 5 +M31547 0 671132 999-99-9 Inactive 4:24 14:13 23:3 27:3 34:3 46 5 +M31548 0 671133 999-99-9 Inactive 4:27 9:3 14:14 23:3 27:3 34:2 52 6 +M31549 0 671134 999-99-9 Inactive 4:27 14:18 23:2 27:4 34:2 53 5 +M31550 0 671135 999-99-9 Inactive 4:27 6:1 14:17 23:2 27:4 34:2 53 6 +M31551 0 671136 999-99-9 Inactive 4:27 6:2 14:16 23:2 27:4 34:2 53 6 +M31552 0 671137 999-99-9 Inactive 4:30 14:24 23:2 27:7 34:2 65 5 +M31553 0 671138 999-99-9 Inactive 4:25 14:16 23:2 27:5 34:2 50 5 +M31554 0 671139 999-99-9 Inactive 4:25 14:16 23:2 27:4 34:3 50 5 +M31555 0 671140 999-99-9 Inactive 4:28 14:20 23:2 27:5 34:2 57 5 +M31556 0 671141 999-99-9 Inactive 4:28 6:2 14:18 23:2 27:5 34:2 57 6 +M31557 0 671142 999-99-9 Inactive 4:29 14:22 23:2 27:6 34:2 61 5 +M31558 0 671143 999-99-9 Inactive 4:31 14:26 23:2 27:8 34:2 69 5 +M31559 0 671144 999-99-9 Inactive 4:26 14:18 23:2 27:6 34:2 54 5 +M31560 0 671145 999-99-9 Inactive 4:26 14:18 23:2 27:5 34:3 54 5 +M31561 0 671146 999-99-9 Inactive 4:15 14:17 23:3 27:2 37 4 +M31562 0 671147 999-99-9 Inactive 4:16 14:19 23:3 27:2 40 4 +M31563 0 671148 999-99-9 Inactive 4:15 14:17 23:3 27:3 38 4 +M31564 0 671149 999-99-9 Inactive 4:13 14:16 23:4 27:2 35 4 +M31565 0 671150 999-99-9 Inactive 4:18 14:17 23:3 27:2 40 4 +M31566 0 671151 999-99-9 Inactive 4:22 14:28 27:5 55 3 +M31567 0 671152 999-99-9 Inactive 4:24 14:60 23:10 94 3 +M31568 0 671153 999-99-9 Inactive 4:24 14:36 23:10 70 3 +M31569 0 671154 999-99-9 Inactive 4:5 6:2 14:11 27:1 28:1 20 5 +M31570 0 671155 999-99-9 Inactive 4:7 6:2 14:11 27:1 28:1 22 5 +M31571 0 671156 999-99-9 Inactive 4:7 6:2 14:14 23:1 27:2 28:1 27 6 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53 4 +M31588 0 671173 999-99-9 Inactive 4:25 14:26 23:2 27:6 59 4 +M31589 0 671174 999-99-9 Inactive 4:19 14:22 23:2 27:6 49 4 +M31590 0 671175 999-99-9 Inactive 4:26 14:28 23:2 27:8 34:1 65 5 +M31591 0 671176 999-99-9 Inactive 4:25 14:25 23:1 27:6 57 4 +M31592 0 671177 999-99-9 Inactive 4:21 14:25 23:1 27:7 54 4 +M31593 0 671178 999-99-9 Inactive 4:22 14:26 23:2 27:6 56 4 +M31594 0 671179 999-99-9 Inactive 4:31 14:24 23:2 27:6 63 4 +M31595 0 671180 999-99-9 Inactive 4:19 14:18 23:4 27:4 45 4 +M31596 0 671181 999-99-9 Inactive 4:17 6:2 14:14 23:2 35 4 +M31597 0 671182 999-99-9 Inactive 4:11 14:11 23:3 27:1 34:1 27 5 +M31598 0 671183 999-99-9 Inactive 4:21 14:18 27:4 43 3 +M31599 0 671184 999-99-9 Inactive 4:21 14:18 27:4 43 3 +M31600 0 671185 999-99-9 Inactive 4:17 14:16 27:5 38 3 +M31601 0 671186 999-99-9 Inactive 4:17 9:2 14:14 27:2 35 4 +M31602 0 671187 999-99-9 Inactive 4:12 14:10 27:4 26 3 +M31603 0 671188 999-99-9 Inactive 4:16 14:17 23:1 27:3 37 4 +M31604 0 671189 999-99-9 Inactive 4:17 14:19 23:1 27:3 40 4 +M31605 0 671190 999-99-9 Inactive 4:17 14:19 23:1 27:3 40 4 +M31606 0 671191 999-99-9 Inactive 4:17 14:19 23:1 27:5 42 4 +M31607 0 671192 999-99-9 Inactive 4:17 14:19 23:1 27:6 43 4 +M31608 0 671195 999-99-9 Inactive 4:18 14:24 27:1 43 3 +M31609 0 671196 999-99-9 Inactive 4:30 14:26 27:10 66 3 +M31610 0 671197 999-99-9 Inactive 4:30 14:28 27:10 68 3 +M31611 0 671198 999-99-9 Inactive 3:1 4:14 14:11 27:3 29 4 +M31612 0 671199 999-99-9 Inactive 3:2 4:14 14:10 27:3 29 4 +M31613 0 671200 999-99-9 Inactive 4:13 14:16 23:2 27:1 32 4 +M31614 0 671201 999-99-9 Inactive 4:15 14:14 27:4 33 3 +M31615 0 671202 999-99-9 Inactive 4:15 6:1 14:13 27:3 32 4 +M31616 0 671266 999-99-9 Inactive 4:14 14:24 23:2 27:10 50 4 +M31617 0 671267 999-99-9 Inactive 4:17 14:14 23:2 27:4 34:1 38 5 +M31618 0 671268 999-99-9 Inactive 4:17 14:12 23:2 27:3 34:1 35 5 +M31619 0 671271 999-99-9 Active 4:30 14:39 23:5 27:8 82 4 +M31620 0 671272 999-99-9 Inactive 4:13 14:12 23:2 27:4 34:1 32 5 +M31621 0 671273 999-99-9 Inactive 4:13 14:12 23:2 27:4 34:1 32 5 +M31622 0 671274 999-99-9 Active 4:14 14:14 23:2 27:4 34:1 35 5 +M31623 0 671275 999-99-9 Inactive 4:14 14:14 23:2 27:4 34:1 35 5 +M31624 0 671276 999-99-9 Inactive 4:13 6:1 14:11 23:2 27:4 34:1 32 6 +M31625 0 671277 999-99-9 Inactive 4:13 6:1 14:11 23:2 27:4 34:1 32 6 +M31626 0 671278 999-99-9 Inactive 4:13 6:1 14:11 23:2 27:4 34:1 32 6 +M31627 0 671279 999-99-9 Inactive 4:13 6:2 14:10 23:2 27:4 34:1 32 6 +M31628 0 671280 999-99-9 Active 4:13 6:1 14:11 23:2 27:4 34:1 32 6 +M31629 0 671281 999-99-9 Inactive 4:13 6:1 14:11 23:2 27:4 34:1 32 6 +M31630 0 671282 999-99-9 Inactive 4:14 14:14 23:2 27:4 34:1 35 5 +M31631 0 671283 999-99-9 Active 4:13 6:1 14:12 23:1 27:2 34:1 30 6 +M31632 0 671284 999-99-9 Inactive 4:14 14:14 23:2 27:4 34:1 35 5 +M31633 0 671285 999-99-9 Inactive 4:13 6:1 14:11 23:2 27:4 34:1 32 6 +M31634 0 671286 999-99-9 Active 4:13 6:1 14:11 23:2 27:4 34:1 32 6 +M31635 0 671287 999-99-9 Inactive 4:14 14:15 23:1 27:3 34:1 34 5 +M31636 0 671288 999-99-9 Inactive 4:13 6:1 14:12 23:1 27:2 34:1 30 6 +M31637 0 671289 999-99-9 Inactive 4:14 14:15 23:1 27:2 34:1 33 5 +M31638 0 671290 999-99-9 Inactive 4:13 6:1 14:12 23:1 27:2 34:1 30 6 +M31639 0 671291 999-99-9 Active 4:14 14:14 23:2 27:4 34:1 35 5 +M31640 0 671292 999-99-9 Active 4:13 6:1 14:11 23:2 27:4 34:1 32 6 +M31641 0 671293 999-99-9 Inactive 4:14 14:15 23:1 27:3 34:1 34 5 +M31642 0 671294 999-99-9 Inactive 4:13 6:1 14:12 23:1 27:2 34:1 30 6 +M31643 0 671295 999-99-9 Inactive 4:14 14:15 23:1 27:2 34:1 33 5 +M31644 0 671296 999-99-9 Active 4:13 14:12 23:2 27:4 34:1 32 5 +M31645 0 671308 999-99-9 Inactive 4:31 6:1 14:24 23:5 27:3 64 5 +M31646 0 671309 999-99-9 Inactive 4:30 6:2 14:21 23:5 27:2 60 5 +M31647 0 671310 999-99-9 Inactive 4:31 6:1 14:22 23:5 27:4 63 5 +M31648 0 671311 999-99-9 Inactive 4:14 6:1 14:11 23:4 34:1 31 5 +M31649 0 671312 999-99-9 Inactive 4:15 6:1 14:13 23:4 27:1 34:1 35 6 +M31650 0 671313 999-99-9 Inactive 4:15 9:3 14:9 23:4 34:1 32 5 +M31651 0 671314 999-99-9 Inactive 4:14 6:1 14:9 23:4 34:1 29 5 +M31652 0 671315 999-99-9 Inactive 4:15 14:12 23:4 27:1 34:1 33 5 +M31653 0 671316 999-99-9 Inactive 4:15 6:1 14:13 23:4 34:1 34 5 +M31654 0 671317 999-99-9 Inactive 4:10 14:8 23:4 34:1 23 4 +M31655 0 671318 999-99-9 Inactive 4:9 14:7 23:5 34:1 22 4 +M31656 0 671319 999-99-9 Inactive 4:15 6:1 14:10 23:5 34:1 32 5 +M31657 0 671323 999-99-9 Inactive 4:9 6:2 14:16 23:4 27:3 34 5 +M31658 0 671326 999-99-9 Inactive 4:22 14:20 27:2 44 3 +M31659 0 671327 999-99-9 Inactive 4:18 14:22 23:2 27:1 43 4 +M31660 0 671328 999-99-9 Inactive 4:23 14:22 23:2 27:2 34:1 50 5 +M31661 0 671329 999-99-9 Inactive 4:24 14:24 23:2 27:3 34:1 54 5 +M31662 0 671330 999-99-9 Inactive 4:18 14:23 23:1 27:2 44 4 +M31663 0 671332 999-99-9 Inactive 3:2 4:15 14:14 23:4 27:1 36 5 +M31664 0 671333 999-99-9 Inactive 4:13 14:10 23:6 27:5 34 4 +M31665 0 671334 999-99-9 Inactive 4:17 14:20 23:4 27:1 42 4 +M31666 0 671335 999-99-9 Inactive 4:15 14:14 23:6 27:5 40 4 +M31667 0 671336 999-99-9 Inactive 4:15 14:14 23:6 27:5 40 4 +M31668 0 671337 999-99-9 Inactive 4:13 14:8 23:8 27:9 38 4 +M31669 0 671338 999-99-9 Inactive 4:15 6:2 14:14 23:4 27:1 36 5 +M31670 0 671339 999-99-9 Inactive 4:13 6:2 14:10 23:4 27:1 30 5 +M31671 0 671340 999-99-9 Inactive 4:15 6:2 14:14 23:4 27:1 36 5 +M31672 0 671341 999-99-9 Inactive 4:13 6:4 14:8 23:4 27:1 30 5 +M31673 0 671342 999-99-9 Inactive 3:2 4:13 14:10 23:4 27:1 30 5 +M31674 0 671343 999-99-9 Inactive 4:13 6:2 14:10 23:4 27:1 30 5 +M31675 0 671344 999-99-9 Inactive 4:17 14:20 23:4 27:1 42 4 +M31676 0 671345 999-99-9 Inactive 4:15 14:14 23:6 27:5 40 4 +M31677 0 671346 999-99-9 Inactive 4:13 6:4 14:8 23:4 27:1 30 5 +M31678 0 671347 999-99-9 Inactive 4:15 6:2 14:14 23:4 27:1 36 5 +M31679 0 671348 999-99-9 Inactive 3:2 4:13 14:10 23:4 27:1 30 5 +M31680 0 671349 999-99-9 Inactive 4:13 14:7 23:3 27:4 27 4 +M31681 0 671350 999-99-9 Inactive 4:13 14:7 23:3 27:5 28 4 +M31682 0 671351 999-99-9 Inactive 4:21 14:15 23:3 34:2 41 4 +M31683 0 671352 999-99-9 Inactive 4:23 14:20 23:4 34:2 49 4 +M31684 0 671353 999-99-9 Inactive 4:27 9:1 14:22 23:3 27:4 34:2 59 6 +M31685 0 671354 999-99-9 Inactive 4:25 14:17 23:3 34:2 47 4 +M31686 0 671355 999-99-9 Inactive 4:23 14:29 16:1 23:4 34:2 59 5 +M31687 0 671356 999-99-9 Inactive 4:27 14:20 23:4 27:4 34:3 58 5 +M31688 0 671357 999-99-9 Inactive 4:28 14:22 23:4 27:5 34:3 62 5 +M31689 0 671358 999-99-9 Inactive 4:27 14:32 23:4 34:1 64 4 +M31690 0 671359 999-99-9 Inactive 4:29 14:19 23:5 27:2 34:1 56 5 +M31691 0 671360 999-99-9 Inactive 4:24 14:20 23:6 27:3 34:1 54 5 +M31692 0 671361 999-99-9 Inactive 4:24 14:20 23:6 27:2 34:2 54 5 +M31693 0 671362 999-99-9 Inactive 4:37 14:31 23:5 27:2 34:2 77 5 +M31694 0 671363 999-99-9 Inactive 4:21 9:1 14:14 23:3 34:2 41 5 +M31695 0 671364 999-99-9 Inactive 4:25 14:16 23:4 34:1 46 4 +M31696 0 671365 999-99-9 Inactive 4:17 14:14 23:4 34:1 36 4 +M31697 0 671366 999-99-9 Inactive 4:28 14:25 23:3 27:4 34:1 61 5 +M31698 0 671367 999-99-9 Inactive 4:24 14:15 23:5 34:1 45 4 +M31699 0 671368 999-99-9 Inactive 4:29 14:22 23:4 34:2 57 4 +M31700 0 671369 999-99-9 Inactive 4:35 14:30 23:4 27:4 34:2 75 5 +M31701 0 671370 999-99-9 Inactive 4:30 14:28 23:4 27:1 34:1 64 5 +M31702 0 671371 999-99-9 Inactive 4:32 6:1 14:31 23:4 27:1 34:1 70 6 +M31703 0 671372 999-99-9 Inactive 4:27 14:23 23:3 27:1 34:1 55 5 +M31704 0 671373 999-99-9 Inactive 4:15 14:15 23:3 27:2 34:2 37 5 +M31705 0 671374 999-99-9 Inactive 4:14 6:1 14:11 23:2 34:1 29 5 +M31706 0 671375 999-99-9 Inactive 4:14 14:11 23:3 27:2 34:1 31 5 +M31707 0 671376 999-99-9 Inactive 4:21 14:16 23:4 27:1 42 4 +M31708 0 671377 999-99-9 Inactive 4:28 14:20 23:4 27:2 54 4 +M31709 0 671378 999-99-9 Inactive 4:22 14:15 23:3 27:3 43 4 +M31710 0 671379 999-99-9 Inactive 4:35 14:27 23:5 27:2 69 4 +M31711 0 671380 999-99-9 Inactive 4:33 14:37 23:5 75 3 +M31712 0 671381 999-99-9 Inactive 4:15 14:16 23:2 27:5 34:1 39 5 +M31713 0 671382 999-99-9 Inactive 4:9 14:6 23:2 27:2 34:1 20 5 +M31714 0 671383 999-99-9 Inactive 4:19 14:20 23:2 27:2 34:1 44 5 +M31715 0 671384 999-99-9 Inactive 4:15 14:22 23:2 27:2 34:1 42 5 +M31716 0 671385 999-99-9 Inactive 4:15 14:11 23:3 27:4 34:2 35 5 +M31717 0 671386 999-99-9 Inactive 4:22 14:16 23:4 27:3 34:1 46 5 +M31718 0 671387 999-99-9 Inactive 4:16 14:11 23:3 27:5 34:1 36 5 +M31719 0 671388 999-99-9 Inactive 4:16 9:3 14:9 23:2 27:2 34:1 33 6 +M31720 0 671389 999-99-9 Inactive 4:31 14:24 23:4 27:3 34:1 63 5 +M31721 0 671390 999-99-9 Inactive 4:29 14:24 23:4 27:4 34:2 63 5 +M31722 0 671391 999-99-9 Inactive 4:28 14:19 23:5 27:3 34:1 56 5 +M31723 0 671392 999-99-9 Inactive 4:27 14:19 23:5 27:1 34:1 53 5 +M31724 0 671393 999-99-9 Inactive 4:31 14:26 23:4 27:1 34:1 63 5 +M31725 0 671394 128944-81-0 Inactive 4:32 14:31 23:5 27:3 34:1 72 5 +M31726 0 671395 999-99-9 Inactive 4:24 14:21 23:5 34:2 52 4 +M31727 0 671396 999-99-9 Inactive 4:30 14:26 23:4 27:5 34:2 67 5 +M31728 0 671397 999-99-9 Inactive 4:30 14:25 23:5 27:5 34:1 66 5 +M31729 0 671398 999-99-9 Inactive 4:22 14:16 23:4 27:1 34:1 44 5 +M31730 0 671399 999-99-9 Inactive 4:21 14:16 23:4 34:1 42 4 +M31731 0 671400 999-99-9 Inactive 3:1 4:33 14:26 23:5 34:1 66 5 +M31732 0 671401 999-99-9 Inactive 4:26 14:19 23:5 34:1 51 4 +M31733 0 671402 999-99-9 Inactive 4:27 14:32 23:4 34:1 64 4 +M31734 0 671403 999-99-9 Inactive 4:29 14:24 23:4 27:4 34:2 63 5 +M31735 0 671404 999-99-9 Inactive 4:28 14:25 23:5 27:4 34:1 63 5 +M31736 0 671405 999-99-9 Inactive 4:21 14:16 23:6 34:1 44 4 +M31737 0 671406 999-99-9 Inactive 4:36 14:25 23:5 34:1 67 4 +M31738 0 671407 999-99-9 Inactive 4:31 14:23 23:5 27:1 34:1 61 5 +M31739 0 671408 999-99-9 Inactive 4:31 14:21 23:5 27:2 34:1 60 5 +M31740 0 671409 999-99-9 Inactive 4:28 14:21 23:5 27:1 34:1 56 5 +M31741 0 671410 999-99-9 Inactive 4:32 14:28 23:6 27:1 34:1 68 5 +M31742 0 671411 999-99-9 Inactive 4:32 14:31 23:5 27:1 34:1 70 5 +M31743 0 671412 999-99-9 Inactive 4:32 14:26 23:6 27:2 34:2 68 5 +M31744 0 671413 999-99-9 Inactive 4:21 14:16 23:4 34:2 43 4 +M31745 0 671414 999-99-9 Inactive 4:19 14:20 23:4 34:2 45 4 +M31746 0 671415 999-99-9 Inactive 4:23 14:21 23:5 34:2 51 4 +M31747 0 671416 999-99-9 Inactive 4:25 14:21 23:5 27:2 34:3 56 5 +M31748 0 671417 999-99-9 Inactive 4:28 14:20 23:4 27:1 35:1 54 5 +M31749 0 671418 999-99-9 Inactive 4:28 14:19 23:5 27:3 35:1 56 5 +M31750 0 671419 999-99-9 Inactive 4:28 6:1 14:19 23:4 27:1 35:1 54 6 +M31751 0 671420 999-99-9 Inactive 4:31 14:26 23:4 27:4 35:1 66 5 +M31752 0 671421 999-99-9 Inactive 4:20 14:14 23:2 34:2 38 4 +M31753 0 671422 999-99-9 Inactive 4:20 14:15 23:3 34:1 39 4 +M31754 0 671423 999-99-9 Inactive 4:26 14:23 23:3 27:4 34:1 57 5 +M31755 0 671424 999-99-9 Inactive 4:20 14:14 23:4 27:3 41 4 +M31756 0 671425 999-99-9 Inactive 4:20 14:15 23:5 27:2 42 4 +M31757 0 671426 999-99-9 Inactive 4:23 14:22 23:4 49 3 +M31758 0 671427 999-99-9 Inactive 4:22 14:22 23:6 27:2 52 4 +M31759 0 671428 999-99-9 Inactive 4:21 14:17 23:3 27:2 34:2 45 5 +M31760 0 671429 999-99-9 Inactive 4:26 14:21 23:3 27:1 51 4 +M31761 0 671430 999-99-9 Inactive 3:1 4:9 14:10 23:3 34:2 25 5 +M31762 0 671431 999-99-9 Inactive 3:1 4:9 14:11 23:4 34:2 27 5 +M31763 0 671432 999-99-9 Inactive 3:1 4:17 9:3 14:15 23:3 34:2 41 6 +M31764 0 671433 999-99-9 Inactive 3:1 4:15 14:12 23:3 34:2 33 5 +M31765 0 671434 999-99-9 Inactive 4:38 6:6 14:48 27:8 100 4 +M31766 0 671435 999-99-9 Inactive 3:4 4:28 14:14 27:8 54 4 +M31767 0 671438 999-99-9 Inactive 4:17 6:1 9:1 14:13 23:3 27:4 34:1 40 7 +M31768 0 671439 999-99-9 Inactive 4:22 6:1 14:15 23:2 27:5 34:1 46 6 +M31769 0 671440 999-99-9 Inactive 4:20 14:24 16:1 27:1 37:1 47 5 +M31770 0 671441 999-99-9 Inactive 4:21 14:24 16:1 27:1 37:1 48 5 +M31771 0 671442 999-99-9 Inactive 4:23 14:27 16:1 27:1 37:1 53 5 +M31772 0 671443 999-99-9 Inactive 3:2 4:15 14:18 27:1 37:1 37 5 +M31773 0 671445 999-99-9 Inactive 4:21 14:23 23:7 27:8 59 4 +M31774 0 671447 999-99-9 Inactive 4:19 14:26 23:4 27:2 51 4 +M31775 0 671448 999-99-9 Inactive 4:26 14:26 23:4 27:2 58 4 +M31776 0 671449 999-99-9 Inactive 4:13 6:1 14:13 23:6 34:1 34 5 +M31777 0 671450 999-99-9 Inactive 4:14 6:1 14:17 23:6 34:1 39 5 +M31778 0 671451 999-99-9 Inactive 4:22 14:27 23:1 27:5 55 4 +M31779 0 671452 999-99-9 Inactive 4:18 14:24 27:5 47 3 +M31780 0 671453 999-99-9 Inactive 4:21 14:25 23:1 27:5 52 4 +M31781 0 671454 999-99-9 Inactive 4:16 14:22 23:2 27:5 45 4 +M31782 0 671455 999-99-9 Inactive 4:20 14:29 23:1 27:6 34:1 57 5 +M31783 0 671456 148238-46-4 Inactive 4:23 9:1 14:17 27:4 45 4 +M31784 0 671457 999-99-9 Inactive 4:33 14:31 23:2 27:7 28:1 74 5 +M31785 0 671458 999-99-9 Inactive 4:22 14:27 23:3 27:2 54 4 +M31786 0 671459 999-99-9 Inactive 4:13 14:16 27:3 32 3 +M31787 0 671460 999-99-9 Inactive 3:1 4:12 14:13 27:2 28 4 +M31788 0 671461 999-99-9 Inactive 4:17 14:16 27:2 35 3 +M31789 0 671462 999-99-9 Inactive 4:11 6:2 14:10 27:2 25 4 +M31790 0 671463 999-99-9 Inactive 4:17 14:18 27:2 37 3 +M31791 0 671464 999-99-9 Inactive 4:20 14:24 27:2 46 3 +M31792 0 671465 999-99-9 Inactive 4:17 14:18 23:2 27:4 34:1 42 5 +M31793 0 671466 999-99-9 Inactive 4:13 14:16 27:5 34:1 35 4 +M31794 0 671467 999-99-9 Inactive 4:14 14:13 23:3 27:1 34:3 34 5 +M31795 0 671468 999-99-9 Inactive 4:14 14:13 23:3 27:2 34:2 34 5 +M31796 0 671469 999-99-9 Inactive 4:16 14:15 23:3 27:3 34:3 40 5 +M31797 0 671470 999-99-9 Inactive 4:17 14:17 23:3 27:3 34:3 43 5 +M31798 0 671471 999-99-9 Inactive 4:18 14:13 23:3 27:1 34:3 38 5 +M31799 0 671472 999-99-9 Inactive 4:12 14:15 23:3 27:3 34:3 36 5 +M31800 0 671473 999-99-9 Inactive 4:15 14:15 23:3 27:2 34:2 37 5 +M31801 0 671474 999-99-9 Inactive 4:16 14:15 23:3 27:4 34:2 40 5 +M31802 0 671475 999-99-9 Inactive 4:13 14:17 23:1 27:4 34:1 36 5 +M31803 0 671476 999-99-9 Inactive 4:14 14:19 23:1 27:4 34:1 39 5 +M31804 0 671477 999-99-9 Active 4:12 14:14 23:2 27:2 34:1 31 5 +M31805 0 671478 999-99-9 Inactive 4:14 14:19 23:1 27:4 34:1 39 5 +M31806 0 671479 999-99-9 Inactive 4:12 14:14 23:2 27:2 34:1 31 5 +M31807 0 671480 999-99-9 Inactive 4:13 14:16 23:2 27:2 34:1 34 5 +M31808 0 671481 999-99-9 Inactive 4:15 14:21 23:1 27:4 34:1 42 5 +M31809 0 671482 999-99-9 Inactive 4:13 14:16 23:2 27:2 34:1 34 5 +M31810 0 671542 999-99-9 Inactive 4:22 6:1 14:21 23:4 48 4 +M31811 0 671543 999-99-9 Inactive 4:6 6:2 14:15 23:5 27:1 31:1 34:1 31 7 +M31812 0 671544 999-99-9 Inactive 4:8 9:3 14:6 23:3 27:1 21 5 +M31813 0 671545 999-99-9 Inactive 4:14 9:3 14:10 23:3 27:1 31 5 +M31814 0 671546 999-99-9 Inactive 4:9 9:3 14:8 23:3 27:1 24 5 +M31815 0 671547 999-99-9 Inactive 4:10 9:3 14:10 23:3 27:1 27 5 +M31816 0 671548 999-99-9 Inactive 4:15 9:3 14:12 23:3 27:1 34 5 +M31817 0 671549 999-99-9 Inactive 4:10 9:3 14:10 23:3 27:1 27 5 +M31818 0 671550 999-99-9 Inactive 4:16 6:2 14:13 23:3 27:2 34:1 37 6 +M31819 0 671551 999-99-9 Inactive 4:16 6:2 14:13 23:3 27:2 34:1 37 6 +M31820 0 671552 999-99-9 Inactive 4:23 14:20 23:2 27:4 49 4 +M31821 0 671553 999-99-9 Inactive 4:34 6:2 14:33 23:5 27:2 76 5 +M31822 0 671554 999-99-9 Inactive 4:37 6:1 14:42 23:3 27:7 90 5 +M31823 0 671555 999-99-9 Inactive 4:23 14:21 23:3 27:7 54 4 +M31824 0 671617 999-99-9 Inactive 4:20 14:25 16:1 27:3 49 4 +M31825 0 671618 999-99-9 Inactive 4:18 14:23 16:1 27:2 44 4 +M31826 0 671619 999-99-9 Inactive 4:45 14:86 23:1 27:11 28:1 144 5 +M31827 0 671620 999-99-9 Inactive 4:67 6:2 14:107 23:2 27:16 28:1 195 6 +M31828 0 671621 999-99-9 Inactive 4:13 14:10 23:2 27:3 28 4 +M31829 0 671622 999-99-9 Inactive 4:13 14:10 23:2 27:3 28 4 +M31830 0 671623 999-99-9 Inactive 4:13 6:1 14:9 23:2 27:2 27 5 +M31831 0 671624 999-99-9 Inactive 4:14 14:12 23:2 27:3 31 4 +M31832 0 671625 999-99-9 Inactive 4:17 14:15 23:1 27:2 35 4 +M31833 0 671626 999-99-9 Inactive 4:17 14:15 23:1 27:3 36 4 +M31834 0 671627 999-99-9 Inactive 4:17 6:1 14:14 23:1 27:2 35 5 +M31835 0 671628 999-99-9 Inactive 4:13 6:1 14:9 23:2 27:2 27 5 +M31836 0 671629 999-99-9 Inactive 4:13 14:10 23:2 27:3 28 4 +M31837 0 671630 999-99-9 Inactive 4:13 14:10 23:2 27:3 28 4 +M31838 0 671631 999-99-9 Inactive 4:13 14:10 23:2 27:3 28 4 +M31839 0 671632 999-99-9 Inactive 4:17 14:14 27:2 33 3 +M31840 0 671633 999-99-9 Inactive 4:18 14:16 27:3 37 3 +M31841 0 671634 999-99-9 Inactive 4:21 14:22 27:6 49 3 +M31842 0 671635 999-99-9 Inactive 4:23 14:26 27:7 56 3 +M31843 0 671636 999-99-9 Inactive 4:21 14:18 27:5 44 3 +M31844 0 671637 999-99-9 Active 4:26 14:20 27:3 49 3 +M31845 0 671638 999-99-9 Inactive 4:26 14:20 27:3 49 3 +M31846 0 671639 999-99-9 Inactive 4:30 14:24 27:7 61 3 +M31847 0 671640 999-99-9 Inactive 4:32 14:32 27:9 73 3 +M31848 0 671641 999-99-9 Inactive 4:22 14:21 23:1 27:3 47 4 +M31849 0 671664 999-99-9 Inactive 4:22 6:1 14:21 23:2 27:2 48 5 +M31850 0 671794 999-99-9 Inactive 4:16 6:2 14:10 27:2 30 4 +M31851 0 671795 999-99-9 Inactive 4:17 6:1 14:13 27:6 37 4 +M31852 0 671796 999-99-9 Inactive 4:17 6:1 14:15 23:2 27:4 34:1 40 6 +M31853 0 671797 999-99-9 Inactive 4:14 6:1 14:10 23:1 27:3 29 5 +M31854 0 671798 999-99-9 Inactive 4:19 6:1 14:14 23:3 27:2 39 5 +M31855 0 671799 999-99-9 Inactive 4:21 6:1 14:16 23:3 27:2 34:2 45 6 +M31856 0 671800 999-99-9 Inactive 4:20 6:1 14:14 23:5 27:3 34:1 44 6 +M31857 0 671801 999-99-9 Inactive 4:21 6:1 14:17 23:4 27:3 46 5 +M31858 0 671802 999-99-9 Inactive 4:20 6:1 14:14 23:5 27:4 44 5 +M31859 0 671803 999-99-9 Inactive 4:18 6:1 14:11 23:2 34:1 33 5 +M31860 0 671804 999-99-9 Inactive 4:19 14:14 23:2 27:1 34:1 37 5 +M31861 0 671805 999-99-9 Inactive 4:17 14:12 23:2 27:1 34:1 33 5 +M31862 0 671806 999-99-9 Inactive 4:32 6:1 14:29 23:2 27:9 34:1 74 6 +M31863 0 671807 999-99-9 Inactive 4:33 14:32 23:2 27:10 34:1 78 5 +M31864 0 671808 999-99-9 Inactive 4:34 14:34 23:2 27:10 34:1 81 5 +M31865 0 671809 999-99-9 Active 4:31 14:30 23:2 27:11 34:1 75 5 +M31866 0 671810 999-99-9 Inactive 4:33 14:32 23:2 27:9 34:1 77 5 +M31867 0 671811 999-99-9 Inactive 4:31 14:30 23:2 27:10 34:1 74 5 +M31868 0 671812 999-99-9 Inactive 4:30 14:28 23:2 27:8 34:1 69 5 +M31869 0 671813 999-99-9 Inactive 4:29 6:1 14:25 23:2 27:7 34:1 65 6 +M31870 0 671814 999-99-9 Inactive 4:24 14:22 23:2 27:5 34:1 54 5 +M31871 0 671815 999-99-9 Inactive 4:24 14:22 23:2 27:5 34:1 54 5 +M31872 0 671816 999-99-9 Inactive 4:23 14:20 23:2 27:4 34:1 50 5 +M31873 0 671817 999-99-9 Inactive 4:23 14:22 23:2 27:6 34:1 54 5 +M31874 0 671818 999-99-9 Inactive 4:23 14:22 23:2 27:6 34:1 54 5 +M31875 0 671819 999-99-9 Active 4:23 14:22 23:2 27:7 34:1 55 5 +M31876 0 671820 999-99-9 Inactive 4:25 6:1 14:23 23:2 27:6 34:1 58 6 +M31877 0 671838 999-99-9 Inactive 4:13 6:1 14:13 23:2 29 4 +M31878 0 671839 999-99-9 Inactive 4:13 6:2 14:12 23:2 29 4 +M31879 0 671840 999-99-9 Inactive 4:13 6:2 14:12 23:2 29 4 +M31880 0 671841 999-99-9 Inactive 4:13 6:1 14:13 23:2 29 4 +M31881 0 671842 999-99-9 Inactive 4:14 14:16 23:2 27:1 33 4 +M31882 0 671843 999-99-9 Inactive 4:13 6:1 14:11 23:2 27 4 +M31883 0 671844 999-99-9 Inactive 4:13 6:2 14:10 23:2 27 4 +M31884 0 671845 999-99-9 Inactive 4:13 6:2 14:10 23:2 27 4 +M31885 0 671846 999-99-9 Inactive 4:13 6:1 14:11 23:2 27 4 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Inactive 4:10 9:4 14:2 23:2 27:1 34:1 20 6 +M31902 0 671885 999-99-9 Inactive 4:10 9:4 14:4 23:2 27:1 34:1 22 6 +M31903 0 671886 999-99-9 Inactive 4:18 9:4 14:6 23:2 27:1 34:1 32 6 +M31904 0 671887 999-99-9 Inactive 4:14 9:4 14:6 23:2 34:1 27 5 +M31905 0 671888 999-99-9 Inactive 4:14 9:5 14:5 23:2 27:2 28 5 +M31906 0 671889 999-99-9 Inactive 4:15 9:5 14:7 23:2 27:1 30 5 +M31907 0 671890 999-99-9 Inactive 4:14 9:5 14:7 23:2 34:1 29 5 +M31908 0 671891 999-99-9 Inactive 4:17 9:10 14:4 23:2 27:2 34:1 36 6 +M31909 0 671892 999-99-9 Inactive 4:21 9:10 14:4 23:2 27:2 34:1 40 6 +M31910 0 671893 999-99-9 Inactive 4:14 9:5 14:7 23:2 27:1 29 5 +M31911 0 671896 999-99-9 Inactive 4:34 14:42 23:2 27:4 34:1 83 5 +M31912 0 671897 999-99-9 Inactive 4:18 14:12 23:2 27:4 34:1 37 5 +M31913 0 671898 999-99-9 Inactive 4:24 14:14 27:4 34:1 43 4 +M31914 0 671902 999-99-9 Inactive 4:15 14:17 16:1 23:2 27:2 37 5 +M31915 0 671903 999-99-9 Inactive 4:19 14:19 23:1 34:1 40 4 +M31916 0 671904 999-99-9 Inactive 4:14 14:18 23:2 27:2 36 4 +M31917 0 671908 999-99-9 Inactive 4:16 10:2 14:12 23:4 27:2 34:4 40 6 +M31918 0 671909 999-99-9 Inactive 4:16 10:2 14:16 23:8 34:4 46 5 +M31919 0 671910 999-99-9 Inactive 4:14 10:2 14:12 23:4 34:4 36 5 +M31920 0 671911 999-99-9 Inactive 4:14 10:2 14:10 23:2 34:6 34 5 +M31921 0 671912 999-99-9 Inactive 4:16 6:2 10:2 14:12 23:4 27:2 34:2 40 7 +M31922 0 671913 999-99-9 Inactive 4:16 6:2 10:2 14:16 23:8 34:2 46 6 +M31923 0 671914 999-99-9 Inactive 4:14 6:2 10:2 14:12 23:4 34:2 36 6 +M31924 0 671915 999-99-9 Inactive 4:14 6:2 10:2 14:10 23:2 34:4 34 6 +M31925 0 671916 999-99-9 Inactive 4:16 14:10 23:4 27:2 34:4 36 5 +M31926 0 671917 999-99-9 Inactive 4:16 14:14 23:8 34:4 42 4 +M31927 0 671918 999-99-9 Inactive 4:14 14:10 23:4 34:4 32 4 +M31928 0 671919 999-99-9 Inactive 4:14 14:8 23:2 34:6 30 4 +M31929 0 671920 999-99-9 Inactive 4:11 14:10 23:2 27:2 34:1 26 5 +M31930 0 671921 999-99-9 Inactive 4:8 14:7 23:3 27:2 20 4 +M31931 0 671922 999-99-9 Inactive 4:8 6:1 14:5 23:2 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4:20 6:1 9:6 14:18 23:2 27:3 28:1 51 7 +M31947 0 671968 999-99-9 Inactive 4:12 9:6 14:12 23:2 27:2 34 5 +M31948 0 671969 999-99-9 Inactive 4:12 9:6 14:12 23:2 27:2 34 5 +M31949 0 671970 999-99-9 Inactive 4:19 9:9 14:19 23:2 27:6 55 5 +M31950 0 671971 999-99-9 Inactive 4:14 6:3 9:6 14:12 23:3 27:2 40 6 +M31951 0 671972 999-99-9 Inactive 4:13 9:6 14:14 23:2 27:2 37 5 +M31952 0 671973 999-99-9 Inactive 4:15 9:6 14:16 23:2 27:4 43 5 +M31953 0 671974 999-99-9 Inactive 4:7 9:6 14:9 23:1 27:3 26 5 +M31954 0 671975 999-99-9 Inactive 4:15 9:6 14:16 23:2 27:3 42 5 +M31955 0 671976 999-99-9 Inactive 4:12 9:6 14:11 23:3 27:4 36 5 +M31956 0 671977 999-99-9 Inactive 4:13 9:6 14:12 23:2 27:4 37 5 +M31957 0 671978 999-99-9 Inactive 4:12 9:7 14:11 23:2 27:2 34 5 +M31958 0 671979 999-99-9 Inactive 4:13 9:9 14:11 23:2 27:2 37 5 +M31959 0 671980 999-99-9 Inactive 4:12 9:11 14:7 23:2 27:2 34 5 +M31960 0 671981 999-99-9 Inactive 4:13 9:6 14:15 23:3 27:3 34:1 41 6 +M31961 0 671982 999-99-9 Inactive 4:10 9:6 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999-99-9 Inactive 4:14 6:1 14:17 23:2 27:4 38 5 +M32022 0 672043 999-99-9 Inactive 4:9 6:1 14:8 23:3 27:4 25 5 +M32023 0 672044 999-99-9 Inactive 4:13 6:1 14:15 23:2 27:4 35 5 +M32024 0 672045 999-99-9 Inactive 4:11 6:1 9:1 14:12 23:2 27:2 29 6 +M32025 0 672046 999-99-9 Inactive 4:12 6:1 14:15 23:2 27:3 33 5 +M32026 0 672047 999-99-9 Inactive 4:10 6:2 9:3 14:7 23:2 27:2 26 6 +M32027 0 672048 999-99-9 Inactive 4:12 6:2 14:12 23:2 27:4 32 5 +M32028 0 672049 999-99-9 Inactive 4:12 6:1 9:3 14:12 23:2 27:2 32 6 +M32029 0 672050 999-99-9 Inactive 4:11 6:2 14:12 23:2 27:2 29 5 +M32030 0 672051 999-99-9 Inactive 4:11 6:1 14:14 23:3 27:4 34:1 34 6 +M32031 0 672052 999-99-9 Inactive 4:11 6:1 9:1 14:12 23:2 27:2 29 6 +M32032 0 672053 999-99-9 Inactive 4:11 6:1 9:1 14:12 23:2 27:2 29 6 +M32033 0 672054 999-99-9 Inactive 4:10 6:1 9:3 14:8 23:2 27:2 26 6 +M32034 0 672055 999-99-9 Inactive 4:11 6:1 9:2 14:11 23:2 27:2 29 6 +M32035 0 672056 999-99-9 Inactive 4:12 6:1 9:3 14:12 23:2 27:3 33 6 +M32036 0 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14:9 23:3 27:3 34:1 41 6 +M32066 0 672087 999-99-9 Inactive 4:9 9:12 14:5 23:1 27:3 34:1 31 6 +M32067 0 672088 999-99-9 Inactive 4:14 9:12 14:8 23:2 27:3 39 5 +M32068 0 672089 999-99-9 Inactive 4:17 9:12 14:12 23:4 27:4 34:1 50 6 +M32069 0 672090 999-99-9 Inactive 4:14 9:5 14:15 23:2 27:3 39 5 +M32070 0 672091 999-99-9 Inactive 4:8 9:9 14:8 23:1 27:3 29 5 +M32071 0 672092 999-99-9 Inactive 4:12 9:3 14:16 23:3 27:4 38 5 +M32072 0 672093 999-99-9 Inactive 4:14 9:4 14:16 23:2 27:3 39 5 +M32073 0 672094 999-99-9 Inactive 4:15 9:3 14:19 23:2 27:4 43 5 +M32074 0 672095 999-99-9 Inactive 4:12 9:3 14:15 23:4 27:4 38 5 +M32075 0 672096 999-99-9 Inactive 4:14 9:3 14:16 23:1 27:5 39 5 +M32076 0 672097 999-99-9 Inactive 4:12 9:7 14:11 23:2 27:1 33 5 +M32077 0 672098 999-99-9 Inactive 4:12 9:7 14:11 23:2 27:1 33 5 +M32078 0 672099 999-99-9 Inactive 4:13 9:4 14:14 23:2 27:3 36 5 +M32079 0 672100 999-99-9 Inactive 4:12 9:12 14:9 23:3 27:2 38 5 +M32080 0 672101 999-99-9 Inactive 4:11 9:6 14:13 23:3 27:3 36 5 +M32081 0 672102 999-99-9 Inactive 4:11 9:6 14:13 23:3 27:2 35 5 +M32082 0 672103 999-99-9 Inactive 4:13 9:3 14:18 23:3 27:4 41 5 +M32083 0 672104 999-99-9 Inactive 4:6 14:14 23:1 27:5 28:1 27 5 +M32084 0 672105 999-99-9 Inactive 4:7 14:16 23:1 27:5 28:1 30 5 +M32085 0 672106 999-99-9 Inactive 4:12 14:26 23:1 27:5 28:1 45 5 +M32086 0 672107 999-99-9 Inactive 4:6 14:14 23:1 27:6 28:1 28 5 +M32087 0 672108 999-99-9 Inactive 4:5 14:10 23:1 27:5 28:1 22 5 +M32088 0 672109 999-99-9 Inactive 4:10 14:14 23:1 27:5 28:1 31 5 +M32089 0 672110 999-99-9 Inactive 4:10 14:14 23:1 27:5 28:1 31 5 +M32090 0 672111 999-99-9 Inactive 4:19 14:26 23:1 27:3 28:1 50 5 +M32091 0 672112 999-99-9 Inactive 4:12 14:20 23:1 27:4 28:1 38 5 +M32092 0 672113 999-99-9 Inactive 4:14 14:24 23:1 27:5 28:1 45 5 +M32093 0 672114 999-99-9 Inactive 4:12 14:25 23:2 27:8 28:1 48 5 +M32094 0 672115 999-99-9 Inactive 4:15 14:20 27:4 39 3 +M32095 0 672116 999-99-9 Inactive 4:17 14:22 27:5 44 3 +M32096 0 672117 999-99-9 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Inactive 4:23 14:31 23:9 24:1 27:10 28:2 76 6 +M32114 0 672142 999-99-9 Inactive 4:33 14:40 23:2 27:6 81 4 +M32115 0 672147 999-99-9 Inactive 4:15 6:1 14:17 23:2 27:2 37 5 +M32116 0 672148 999-99-9 Inactive 4:23 6:1 14:17 23:2 27:5 48 5 +M32117 0 672149 999-99-9 Inactive 4:16 6:1 14:14 23:3 27:3 37 5 +M32118 0 672150 999-99-9 Inactive 4:16 14:13 23:3 27:3 35 4 +M32119 0 672151 999-99-9 Inactive 4:11 9:2 14:8 23:2 27:2 25 5 +M32120 0 672152 999-99-9 Inactive 4:16 14:16 23:4 27:2 38 4 +M32121 0 672153 999-99-9 Inactive 4:12 14:20 23:4 27:2 38 4 +M32122 0 672154 999-99-9 Inactive 4:24 14:17 23:3 27:2 46 4 +M32123 0 672155 999-99-9 Inactive 4:24 14:31 23:3 27:5 63 4 +M32124 0 672156 999-99-9 Inactive 4:16 14:25 23:3 27:4 48 4 +M32125 0 672157 999-99-9 Inactive 4:23 14:26 27:2 34:3 54 4 +M32126 0 672158 999-99-9 Inactive 4:13 14:11 23:3 27:1 34:2 30 5 +M32127 0 672159 999-99-9 Inactive 4:20 14:20 27:1 34:2 43 4 +M32128 0 672160 999-99-9 Inactive 4:17 14:19 23:1 27:4 41 4 +M32129 0 672161 999-99-9 Inactive 4:7 14:12 23:4 27:3 26 4 +M32130 0 672171 999-99-9 Inactive 4:21 14:28 27:4 53 3 +M32131 0 672172 999-99-9 Inactive 4:20 14:26 27:3 49 3 +M32132 0 672173 999-99-9 Inactive 4:20 14:24 27:4 48 3 +M32133 0 672174 999-99-9 Inactive 4:21 14:28 27:3 52 3 +M32134 0 672175 999-99-9 Inactive 4:13 14:17 23:5 27:2 37 4 +M32135 0 672176 999-99-9 Inactive 4:13 14:16 23:6 35 3 +M32136 0 672177 999-99-9 Inactive 4:17 14:25 23:5 27:2 49 4 +M32137 0 672178 999-99-9 Inactive 4:14 14:19 23:5 27:2 40 4 +M32138 0 672179 999-99-9 Inactive 4:10 6:1 14:12 23:5 28 4 +M32139 0 672180 999-99-9 Inactive 4:10 14:12 23:6 27:1 29 4 +M32140 0 672181 999-99-9 Inactive 4:10 14:12 23:4 27:2 34:1 29 5 +M32141 0 672182 999-99-9 Inactive 4:9 14:9 23:5 34:1 24 4 +M32142 0 672183 999-99-9 Inactive 4:9 14:10 23:4 27:2 34:1 26 5 +M32143 0 672184 999-99-9 Inactive 4:13 14:18 23:4 27:2 34:1 38 5 +M32144 0 672185 999-99-9 Inactive 4:10 6:1 14:12 23:5 27:1 29 5 +M32145 0 672186 999-99-9 Inactive 4:10 6:1 14:12 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14:15 23:1 27:1 34:1 37 5 +M33120 0 675353 999-99-9 Inactive 4:10 6:1 14:12 23:1 27:3 34:1 28 6 +M33121 0 675354 999-99-9 Inactive 4:12 14:18 23:2 27:7 34:3 42 5 +M33122 0 675355 999-99-9 Inactive 4:11 6:1 14:15 23:2 27:4 34:2 35 6 +M33123 0 675356 999-99-9 Inactive 4:10 14:12 16:1 23:1 27:3 34:1 28 6 +M33124 0 675357 999-99-9 Inactive 4:11 14:15 23:1 27:6 34:2 35 5 +M33125 0 675358 999-99-9 Inactive 4:10 14:15 23:7 27:4 36 4 +M33126 0 675359 999-99-9 Inactive 4:7 14:10 23:4 27:4 25 4 +M33127 0 675360 999-99-9 Inactive 4:10 14:14 23:2 27:4 30 4 +M33128 0 675361 999-99-9 Inactive 4:10 14:14 23:2 27:4 30 4 +M33129 0 675371 999-99-9 Inactive 4:13 14:12 23:2 27:1 28 4 +M33130 0 675449 999-99-9 Active 4:22 14:26 27:5 53 3 +M33131 0 675450 999-99-9 Active 4:22 14:26 27:5 53 3 +M33132 0 675451 999-99-9 Active 4:22 14:26 27:5 53 3 +M33133 0 675453 999-99-9 Inactive 4:22 14:26 27:5 53 3 +M33134 0 675454 999-99-9 Inactive 4:28 14:40 27:5 36:1 74 4 +M33135 0 675455 999-99-9 Inactive 4:28 14:40 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14:28 27:7 58 3 +M33153 0 675475 999-99-9 Inactive 3:1 4:20 14:21 27:4 46 4 +M33154 0 675476 999-99-9 Inactive 3:1 4:20 14:21 27:4 46 4 +M33155 0 675555 999-99-9 Inactive 4:38 14:60 27:11 109 3 +M33156 0 675556 999-99-9 Inactive 4:40 14:62 27:11 113 3 +M33157 0 675561 999-99-9 Inactive 4:22 14:28 27:8 58 3 +M33158 0 675562 999-99-9 Inactive 4:24 14:30 27:9 63 3 +M33159 0 675563 999-99-9 Inactive 4:24 14:28 27:9 61 3 +M33160 0 675564 999-99-9 Inactive 4:22 14:28 27:8 58 3 +M33161 0 675565 999-99-9 Inactive 4:26 14:32 27:10 68 3 +M33162 0 675573 999-99-9 Inactive 4:10 14:10 23:4 27:2 26 4 +M33163 0 675574 999-99-9 Inactive 4:20 14:24 23:6 27:3 53 4 +M33164 0 675575 999-99-9 Active 4:19 14:23 23:7 27:3 52 4 +M33165 0 675576 999-99-9 Inactive 4:21 14:26 23:6 27:3 56 4 +M33166 0 675577 999-99-9 Active 4:20 14:25 23:7 27:3 55 4 +M33167 0 675583 999-99-9 Inactive 4:22 6:2 14:21 23:3 27:2 50 5 +M33168 0 675584 999-99-9 Inactive 4:13 14:20 23:2 27:2 37 4 +M33169 0 675585 999-99-9 Inactive 4:4 14:3 23:5 34:1 13 4 +M33170 0 675586 999-99-9 Inactive 4:4 14:4 23:6 34:1 15 4 +M33171 0 675587 999-99-9 Inactive 4:12 14:8 23:2 27:2 34:1 25 5 +M33172 0 675588 999-99-9 Inactive 4:16 6:1 14:15 23:2 27:2 34:1 37 6 +M33173 0 675589 999-99-9 Inactive 4:22 14:25 23:1 27:5 34:1 54 5 +M33174 0 675593 999-99-9 Inactive 4:28 14:42 23:10 27:4 34:4 88 5 +M33175 0 675692 999-99-9 Inactive 4:13 14:13 23:3 27:3 34:2 34 5 +M33176 0 675693 999-99-9 Inactive 4:14 6:1 14:13 23:2 27:3 34:2 35 6 +M33177 0 675694 999-99-9 Inactive 4:14 14:13 23:3 27:5 34:2 37 5 +M33178 0 675695 999-99-9 Inactive 4:14 14:15 23:3 27:3 34:2 37 5 +M33179 0 675696 999-99-9 Inactive 4:12 6:1 14:7 23:2 27:2 34:2 26 6 +M33180 0 675697 999-99-9 Inactive 4:7 14:10 23:2 27:2 34:2 23 5 +M33181 0 675698 999-99-9 Inactive 4:15 14:16 23:4 27:4 34:2 41 5 +M33182 0 675699 999-99-9 Inactive 4:12 14:11 23:3 27:2 34:2 30 5 +M33183 0 675700 999-99-9 Inactive 4:14 14:13 23:3 27:5 34:2 37 5 +M33184 0 675701 999-99-9 Inactive 4:14 6:1 14:13 23:2 27:3 34:2 35 6 +M33185 0 675702 999-99-9 Inactive 4:12 14:8 23:2 27:2 34:2 26 5 +M33186 0 675703 999-99-9 Inactive 4:12 14:7 23:3 27:4 34:2 28 5 +M33187 0 675704 999-99-9 Inactive 4:15 14:16 23:4 27:4 34:2 41 5 +M33188 0 675705 999-99-9 Inactive 4:15 14:17 23:3 27:2 34:2 39 5 +M33189 0 675706 999-99-9 Inactive 4:16 14:19 23:3 27:3 34:2 43 5 +M33190 0 675707 999-99-9 Inactive 4:14 14:13 23:3 27:5 34:2 37 5 +M33191 0 675708 999-99-9 Inactive 4:14 6:1 14:13 23:2 27:3 34:2 35 6 +M33192 0 675709 999-99-9 Inactive 4:16 14:19 23:3 27:3 34:2 43 5 +M33193 0 675710 999-99-9 Inactive 4:15 14:16 23:2 27:4 34:2 39 5 +M33194 0 675711 999-99-9 Inactive 4:14 14:14 23:2 27:3 34:2 35 5 +M33195 0 675726 999-99-9 Inactive 4:18 14:30 27:5 53 3 +M33196 0 675727 999-99-9 Inactive 4:18 14:28 27:5 51 3 +M33197 0 675728 999-99-9 Inactive 4:15 14:22 27:4 41 3 +M33198 0 675729 999-99-9 Inactive 4:15 14:22 27:5 42 3 +M33199 0 675730 999-99-9 Inactive 4:41 14:66 27:5 112 3 +M33200 0 675731 999-99-9 Inactive 4:22 14:28 27:5 55 3 +M33201 0 675732 999-99-9 Inactive 4:41 14:64 27:5 110 3 +M33202 0 675733 999-99-9 Inactive 4:22 14:30 27:5 57 3 +M33203 0 675734 999-99-9 Inactive 4:22 14:28 27:5 55 3 +M33204 0 675735 999-99-9 Inactive 4:13 14:12 23:2 27:3 30 4 +M33205 0 675736 999-99-9 Inactive 4:13 14:12 23:2 27:3 30 4 +M33206 0 675737 999-99-9 Inactive 4:13 14:12 23:2 27:3 30 4 +M33207 0 675738 999-99-9 Inactive 4:13 14:12 23:2 27:3 30 4 +M33208 0 675739 999-99-9 Inactive 4:18 14:20 23:2 27:7 47 4 +M33209 0 675757 999-99-9 Inactive 4:19 14:17 23:3 27:1 34:2 42 5 +M33210 0 675758 999-99-9 Inactive 4:19 14:17 23:3 27:2 34:2 43 5 +M33211 0 675759 999-99-9 Inactive 4:18 6:1 14:14 23:3 27:1 34:2 39 6 +M33212 0 675760 999-99-9 Inactive 4:18 14:14 23:4 27:3 34:2 41 5 +M33213 0 675761 999-99-9 Inactive 4:16 14:13 23:3 27:1 34:2 35 5 +M33214 0 675762 999-99-9 Inactive 4:17 14:15 23:3 27:1 34:2 38 5 +M33215 0 675763 999-99-9 Inactive 4:17 14:15 23:3 27:2 34:2 39 5 +M33216 0 675764 999-99-9 Inactive 4:16 6:1 14:12 23:3 27:1 34:2 35 6 +M33217 0 675765 999-99-9 Inactive 4:16 14:12 23:4 27:3 34:2 37 5 +M33218 0 675766 999-99-9 Inactive 4:20 14:13 23:3 27:1 34:2 39 5 +M33219 0 675767 999-99-9 Inactive 4:20 6:1 14:12 23:3 27:1 34:2 39 6 +M33220 0 675768 999-99-9 Inactive 4:21 14:15 23:3 27:1 34:2 42 5 +M33221 0 675769 999-99-9 Inactive 4:21 14:15 23:3 27:2 34:2 43 5 +M33222 0 675770 999-99-9 Inactive 4:18 9:3 14:14 23:3 27:2 40 5 +M33223 0 675771 999-99-9 Inactive 4:19 14:13 23:3 27:2 34:1 38 5 +M33224 0 675772 999-99-9 Inactive 4:25 9:3 14:25 23:4 27:5 62 5 +M33225 0 675773 999-99-9 Inactive 4:31 9:3 14:29 23:4 27:5 72 5 +M33226 0 675774 999-99-9 Inactive 4:24 9:3 14:19 23:2 27:4 52 5 +M33227 0 675775 999-99-9 Inactive 4:23 9:3 14:17 23:2 27:3 48 5 +M33228 0 675776 999-99-9 Inactive 4:23 9:3 14:15 23:2 27:3 46 5 +M33229 0 675777 999-99-9 Inactive 4:21 14:23 23:3 27:5 52 4 +M33230 0 675778 999-99-9 Inactive 4:20 14:21 23:3 27:4 48 4 +M33231 0 675779 999-99-9 Inactive 4:22 14:21 23:3 27:3 34:1 50 5 +M33232 0 675780 999-99-9 Inactive 4:19 14:19 23:3 27:5 46 4 +M33233 0 675781 999-99-9 Inactive 4:18 14:17 23:3 27:4 42 4 +M33234 0 675782 999-99-9 Inactive 4:19 14:19 23:3 27:3 44 4 +M33235 0 675783 999-99-9 Inactive 4:20 14:17 23:3 27:1 34:1 42 5 +M33236 0 675790 999-99-9 Inactive 4:23 14:23 23:3 27:3 34:1 53 5 +M33237 0 675791 999-99-9 Inactive 4:24 14:25 23:3 27:3 34:1 56 5 +M33238 0 675792 999-99-9 Inactive 4:26 14:27 23:3 27:3 34:1 60 5 +M33239 0 675793 999-99-9 Inactive 4:23 14:22 23:2 27:3 34:1 51 5 +M33240 0 675794 999-99-9 Inactive 4:23 14:21 23:3 27:5 34:1 53 5 +M33241 0 675795 999-99-9 Inactive 4:24 14:24 23:2 27:3 34:1 54 5 +M33242 0 675796 999-99-9 Inactive 4:23 6:1 14:21 23:2 27:3 34:1 51 6 +M33243 0 675797 999-99-9 Inactive 3:2 4:23 14:20 23:2 27:3 34:1 51 6 +M33244 0 675798 999-99-9 Inactive 4:27 14:31 23:3 27:3 34:1 65 5 +M33245 0 675799 999-99-9 Inactive 4:23 14:22 23:2 27:4 34:1 52 5 +M33246 0 675800 999-99-9 Inactive 4:29 14:34 23:2 27:4 34:1 70 5 +M33247 0 675801 999-99-9 Inactive 4:26 14:26 23:2 27:3 34:1 58 5 +M33248 0 675802 999-99-9 Inactive 4:27 14:24 23:2 27:3 34:1 57 5 +M33249 0 675803 999-99-9 Inactive 4:12 14:11 23:3 27:2 28 4 +M33250 0 675804 999-99-9 Inactive 4:15 14:17 23:3 27:2 37 4 +M33251 0 675805 999-99-9 Inactive 4:12 14:13 23:1 27:2 28 4 +M33252 0 675806 999-99-9 Inactive 4:12 14:11 23:1 27:2 26 4 +M33253 0 675807 999-99-9 Inactive 4:16 14:13 23:1 27:2 32 4 +M33254 0 675808 999-99-9 Inactive 4:16 14:13 23:1 27:2 32 4 +M33255 0 675809 999-99-9 Inactive 4:18 14:15 23:1 27:2 36 4 +M33256 0 675810 999-99-9 Inactive 4:12 14:12 23:2 27:4 30 4 +M33257 0 675811 999-99-9 Inactive 4:13 6:1 14:13 23:2 27:3 32 5 +M33258 0 675812 999-99-9 Inactive 4:15 6:1 14:20 23:3 27:3 42 5 +M33259 0 675813 999-99-9 Inactive 4:16 6:1 14:22 23:3 27:3 45 5 +M33260 0 675814 999-99-9 Inactive 3:1 4:18 14:26 23:3 27:3 51 5 +M33261 0 675815 999-99-9 Inactive 4:15 14:12 23:2 27:1 30 4 +M33262 0 675816 999-99-9 Inactive 4:15 14:11 23:3 27:3 32 4 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27:2 34:1 41 6 +M33295 0 675873 999-99-9 Inactive 4:10 14:11 23:3 27:2 26 4 +M33296 0 675874 999-99-9 Inactive 4:12 14:16 23:2 27:4 34 4 +M33297 0 675875 999-99-9 Inactive 4:9 14:14 23:4 27:1 28 4 +M33298 0 675876 999-99-9 Inactive 4:9 14:14 23:4 34:1 28 4 +M33299 0 675877 999-99-9 Inactive 4:11 14:19 23:3 27:2 34:1 36 5 +M33300 0 675878 999-99-9 Inactive 4:14 14:16 23:4 27:1 35 4 +M33301 0 675879 999-99-9 Inactive 4:14 14:16 23:4 34:1 35 4 +M33302 0 675880 999-99-9 Inactive 4:16 14:21 23:3 27:2 34:1 43 5 +M33303 0 675881 999-99-9 Inactive 4:15 14:18 23:4 27:1 38 4 +M33304 0 675882 999-99-9 Inactive 4:15 14:18 23:4 34:1 38 4 +M33305 0 675883 999-99-9 Inactive 4:17 14:23 23:3 27:2 34:1 46 5 +M33306 0 675884 999-99-9 Inactive 4:10 14:12 23:4 27:1 27 4 +M33307 0 675885 999-99-9 Inactive 4:10 14:12 23:4 34:1 27 4 +M33308 0 675886 999-99-9 Inactive 4:12 14:17 23:3 27:2 34:1 35 5 +M33309 0 675887 999-99-9 Inactive 4:15 14:14 23:4 27:1 34 4 +M33310 0 675888 999-99-9 Inactive 4:15 14:14 23:4 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999-99-9 Inactive 4:15 14:17 16:1 23:4 37 4 +M33375 0 676144 999-99-9 Inactive 4:16 14:19 16:1 23:4 40 4 +M33376 0 676145 999-99-9 Inactive 4:17 14:21 16:1 23:4 43 4 +M33377 0 676146 999-99-9 Inactive 4:14 14:15 16:1 23:4 34 4 +M33378 0 676147 999-99-9 Inactive 4:15 14:17 16:1 23:4 37 4 +M33379 0 676148 999-99-9 Inactive 4:16 14:19 16:1 23:4 40 4 +M33380 0 676149 999-99-9 Inactive 4:11 14:15 16:1 23:4 27:2 33 5 +M33381 0 676150 999-99-9 Inactive 4:12 14:17 16:1 23:4 27:2 36 5 +M33382 0 676151 999-99-9 Inactive 4:13 14:19 16:1 23:4 27:2 39 5 +M33383 0 676152 999-99-9 Inactive 4:12 14:15 16:1 23:4 27:2 34 5 +M33384 0 676153 999-99-9 Inactive 4:13 14:17 16:1 23:4 27:2 37 5 +M33385 0 676154 999-99-9 Inactive 4:14 14:19 16:1 23:4 27:2 40 5 +M33386 0 676155 999-99-9 Inactive 4:7 6:1 14:14 16:1 23:4 27:1 28 6 +M33387 0 676156 999-99-9 Inactive 4:9 6:1 14:18 16:1 23:4 27:1 34 6 +M33388 0 676157 999-99-9 Inactive 4:9 14:13 16:1 23:4 27:2 29 5 +M33389 0 676158 999-99-9 Inactive 4:11 14:17 16:1 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14:15 23:1 27:2 34:1 37 5 +M33610 0 676574 999-99-9 Inactive 4:20 14:25 23:1 27:5 51 4 +M33611 0 676575 999-99-9 Inactive 4:22 14:26 27:5 53 3 +M33612 0 676576 999-99-9 Active 4:34 14:24 23:4 24:1 27:8 34:4 75 6 +M33613 0 676577 999-99-9 Inactive 4:20 14:20 23:2 27:6 34:1 49 5 +M33614 0 676578 999-99-9 Inactive 3:1 4:20 14:19 23:2 27:6 34:1 49 6 +M33615 0 676579 999-99-9 Inactive 4:23 14:24 23:2 27:6 34:1 56 5 +M33616 0 676580 999-99-9 Inactive 4:22 14:22 23:2 27:7 34:1 54 5 +M33617 0 676581 999-99-9 Inactive 4:25 14:28 23:2 27:6 34:1 62 5 +M33618 0 676582 999-99-9 Inactive 4:23 14:26 23:2 27:4 34:1 56 5 +M33619 0 676583 999-99-9 Inactive 4:21 14:24 23:2 27:2 34:1 50 5 +M33620 0 676584 999-99-9 Inactive 4:22 14:26 23:2 27:2 34:1 53 5 +M33621 0 676585 999-99-9 Inactive 4:21 14:30 23:2 53 3 +M33622 0 676590 999-99-9 Inactive 4:33 14:36 23:2 27:11 34:1 83 5 +M33623 0 676591 999-99-9 Inactive 4:32 6:1 14:33 23:2 27:10 34:1 79 6 +M33624 0 676592 999-99-9 Inactive 4:33 14:36 23:2 27:10 34:1 82 5 +M33625 0 676593 999-99-9 Inactive 4:33 14:36 23:2 27:11 34:1 83 5 +M33626 0 676594 999-99-9 Inactive 4:24 6:1 14:25 23:2 27:6 34:1 59 6 +M33627 0 676595 999-99-9 Inactive 4:25 14:28 23:2 27:7 34:1 63 5 +M33628 0 676596 999-99-9 Inactive 4:25 14:28 23:2 27:6 34:1 62 5 +M33629 0 676597 999-99-9 Inactive 4:22 14:22 23:2 27:6 34:1 53 5 +M33630 0 676598 999-99-9 Inactive 4:22 14:22 23:2 27:5 34:2 53 5 +M33631 0 676599 999-99-9 Inactive 4:24 14:24 23:2 27:5 34:1 56 5 +M33632 0 676600 999-99-9 Inactive 4:32 14:32 23:2 27:9 34:1 76 5 +M33633 0 676601 999-99-9 Inactive 4:22 14:26 23:2 27:9 34:1 60 5 +M33634 0 676602 999-99-9 Inactive 4:14 14:18 23:2 27:5 34:1 40 5 +M33635 0 676603 999-99-9 Inactive 4:29 6:1 14:31 23:2 27:10 34:1 74 6 +M33636 0 676604 999-99-9 Inactive 4:27 14:30 23:2 27:11 34:1 71 5 +M33637 0 676605 999-99-9 Inactive 4:35 14:36 23:2 27:11 34:1 85 5 +M33638 0 676606 999-99-9 Active 4:32 14:32 23:2 27:11 34:1 78 5 +M33639 0 676607 999-99-9 Inactive 4:27 14:28 23:2 27:7 34:1 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999-99-9 Active 4:12 6:1 14:20 23:2 27:2 29:1 38 6 +M33704 0 676727 999-99-9 Inactive 4:8 14:20 23:2 29:1 31 4 +M33705 0 676728 999-99-9 Inactive 4:14 14:14 23:2 29:1 31 4 +M33706 0 676729 999-99-9 Inactive 4:15 14:16 23:2 29:1 34 4 +M33707 0 676730 999-99-9 Inactive 4:15 14:16 23:2 27:1 29:1 35 5 +M33708 0 676731 999-99-9 Inactive 4:15 9:3 14:13 23:2 29:1 34 5 +M33709 0 676732 999-99-9 Inactive 4:14 14:13 23:3 27:2 29:1 33 5 +M33710 0 676733 999-99-9 Inactive 4:29 14:30 28:2 29:1 62 4 +M33711 0 676734 999-99-9 Inactive 4:12 6:2 14:8 23:2 29:1 25 5 +M33712 0 676735 999-99-9 Active 4:14 14:12 23:2 29:1 29 4 +M33713 0 676736 999-99-9 Active 4:12 6:1 14:10 23:2 27:1 29:1 27 6 +M33714 0 676737 999-99-9 Inactive 4:6 14:16 23:1 27:3 28:1 27 5 +M33715 0 676738 999-99-9 Inactive 4:16 9:2 14:18 23:1 27:2 28:1 40 6 +M33716 0 676739 999-99-9 Inactive 4:26 9:1 14:23 23:1 27:1 28:1 53 6 +M33717 0 676740 999-99-9 Inactive 4:17 6:1 9:1 14:20 23:1 27:3 28:1 44 7 +M33718 0 676741 999-99-9 Inactive 3:1 4:17 14:20 23:2 27:5 28:1 46 6 +M33719 0 676742 999-99-9 Inactive 4:17 14:21 23:2 27:5 28:1 46 5 +M33720 0 676743 999-99-9 Inactive 4:20 9:3 14:25 23:1 27:3 28:1 53 6 +M33721 0 676744 999-99-9 Inactive 4:17 9:1 14:20 23:2 27:5 28:1 46 6 +M33722 0 676745 999-99-9 Inactive 4:17 9:1 14:21 23:1 27:3 28:1 44 6 +M33723 0 676746 999-99-9 Inactive 4:19 9:1 14:26 23:2 27:3 28:1 52 6 +M33724 0 676747 999-99-9 Inactive 4:17 9:1 14:21 23:1 27:3 28:1 44 6 +M33725 0 676748 999-99-9 Inactive 4:9 14:22 23:1 27:3 28:1 36 5 +M33726 0 676749 999-99-9 Inactive 4:13 9:4 14:25 23:2 27:3 28:1 48 6 +M33727 0 676750 999-99-9 Inactive 4:13 14:27 23:4 27:3 28:1 48 5 +M33728 0 676751 999-99-9 Inactive 4:10 9:4 14:19 23:2 27:3 28:1 39 6 +M33729 0 676752 999-99-9 Inactive 4:26 14:24 23:1 27:1 28:1 53 5 +M33730 0 676753 999-99-9 Inactive 4:20 9:3 14:24 23:2 27:4 28:1 54 6 +M33731 0 676754 999-99-9 Inactive 4:20 9:7 14:20 23:2 27:4 28:1 54 6 +M33732 0 676755 999-99-9 Inactive 4:19 9:5 14:20 23:2 27:4 28:1 51 6 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999-99-9 Inactive 4:35 14:50 27:11 96 3 +M35042 0 680109 999-99-9 Inactive 4:35 14:52 27:11 98 3 +M35043 0 680110 999-99-9 Inactive 4:34 14:50 27:11 95 3 +M35044 0 680111 999-99-9 Inactive 4:35 14:52 27:12 99 3 +M35045 0 680112 999-99-9 Inactive 4:28 14:38 27:10 76 3 +M35046 0 680113 999-99-9 Inactive 4:35 14:52 27:12 99 3 +M35047 0 680114 999-99-9 Inactive 4:35 14:50 27:12 97 3 +M35048 0 680115 999-99-9 Inactive 4:35 14:52 27:12 99 3 +M35049 0 680116 999-99-9 Inactive 4:35 14:54 27:12 101 3 +M35050 0 680117 999-99-9 Inactive 4:35 14:50 27:12 97 3 +M35051 0 680118 999-99-9 Inactive 4:38 14:54 27:13 105 3 +M35052 0 680184 999-99-9 Active 4:36 14:26 23:2 24:1 27:10 34:2 77 6 +M35053 0 680185 999-99-9 Inactive 4:20 14:27 23:1 27:4 52 4 +M35054 0 680194 999-99-9 Inactive 4:21 14:13 23:3 27:1 38 4 +M35055 0 680195 999-99-9 Inactive 4:20 9:1 14:13 23:2 27:1 37 5 +M35056 0 680206 999-99-9 Inactive 4:6 14:13 27:7 28:1 27 4 +M35057 0 680207 999-99-9 Inactive 4:12 14:20 23:2 27:12 28:2 48 5 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14:27 23:1 27:3 34:1 50 5 +M35107 0 680335 999-99-9 Inactive 4:15 14:21 23:1 27:3 34:1 41 5 +M35108 0 680336 999-99-9 Inactive 4:15 14:21 23:1 27:4 34:1 42 5 +M35109 0 680337 999-99-9 Inactive 4:11 14:9 23:1 27:3 24 4 +M35110 0 680338 999-99-9 Inactive 4:13 14:13 23:1 27:2 34:2 31 5 +M35111 0 680339 999-99-9 Inactive 4:18 14:14 23:2 34:1 35 4 +M35112 0 680340 999-99-9 Inactive 4:11 14:9 23:3 27:1 24 4 +M35113 0 680342 999-99-9 Inactive 4:28 6:1 14:36 23:1 27:2 68 5 +M35114 0 680343 999-99-9 Inactive 4:18 6:1 14:22 23:3 27:3 47 5 +M35115 0 680344 999-99-9 Inactive 4:17 14:25 23:3 27:5 50 4 +M35116 0 680345 999-99-9 Inactive 4:15 14:22 23:2 27:4 43 4 +M35117 0 680346 999-99-9 Inactive 4:14 9:3 14:17 23:2 27:4 40 5 +M35118 0 680347 999-99-9 Inactive 4:16 14:22 23:2 27:4 44 4 +M35119 0 680348 999-99-9 Inactive 4:16 14:24 23:2 27:4 46 4 +M35120 0 680349 999-99-9 Inactive 4:17 14:11 23:3 27:2 33 4 +M35121 0 680350 999-99-9 Inactive 4:16 14:8 23:4 27:3 31 4 +M35122 0 680351 999-99-9 Inactive 4:19 14:21 23:3 27:3 46 4 +M35123 0 680352 999-99-9 Inactive 4:21 14:25 23:3 27:3 52 4 +M35124 0 680353 999-99-9 Inactive 4:20 14:23 23:3 27:3 49 4 +M35125 0 680354 999-99-9 Inactive 4:14 9:3 14:16 23:3 27:3 39 5 +M35126 0 680355 999-99-9 Inactive 4:15 9:3 14:18 23:3 27:3 42 5 +M35127 0 680356 999-99-9 Inactive 4:17 14:20 23:4 41 3 +M35128 0 680357 999-99-9 Inactive 4:17 14:18 23:4 27:1 40 4 +M35129 0 680358 999-99-9 Inactive 4:18 14:19 23:3 27:3 43 4 +M35130 0 680359 999-99-9 Inactive 4:19 14:21 23:3 27:3 46 4 +M35131 0 680360 999-99-9 Inactive 4:18 14:10 23:2 27:1 31 4 +M35132 0 680410 999-99-9 Inactive 4:24 14:27 23:1 27:4 56 4 +M35133 0 680411 999-99-9 Active 4:35 14:56 23:5 27:11 28:1 108 5 +M35134 0 680412 999-99-9 Active 4:25 14:44 23:3 27:7 28:1 80 5 +M35135 0 680413 999-99-9 Active 4:35 14:57 23:8 27:10 28:1 111 5 +M35136 0 680414 999-99-9 Active 4:35 14:55 23:8 27:11 28:1 110 5 +M35137 0 680415 999-99-9 Inactive 4:35 14:58 23:5 27:12 28:1 111 5 +M35138 0 680416 999-99-9 Active 4:34 14:57 23:6 27:9 28:1 107 5 +M35139 0 680441 999-99-9 Inactive 4:18 14:20 27:5 43 3 +M35140 0 680442 999-99-9 Inactive 4:23 14:22 27:5 50 3 +M35141 0 680443 999-99-9 Inactive 4:20 14:22 27:5 47 3 +M35142 0 680444 999-99-9 Inactive 4:18 6:1 14:19 27:5 43 4 +M35143 0 680445 999-99-9 Inactive 4:32 14:26 23:6 27:5 34:1 70 5 +M35144 0 680446 999-99-9 Inactive 4:33 14:27 23:5 27:6 34:1 72 5 +M35145 0 680447 999-99-9 Inactive 4:24 14:19 23:5 27:4 34:1 53 5 +M35146 0 680448 999-99-9 Inactive 4:26 14:22 23:4 27:5 34:1 58 5 +M35147 0 680449 999-99-9 Inactive 4:24 14:18 23:4 27:5 34:1 52 5 +M35148 0 680450 999-99-9 Inactive 4:26 14:20 23:6 27:4 34:1 57 5 +M35149 0 680451 999-99-9 Inactive 4:28 14:25 23:5 27:6 34:1 65 5 +M35150 0 680452 999-99-9 Inactive 4:25 14:19 23:5 27:5 34:1 55 5 +M35151 0 680453 999-99-9 Active 4:30 14:23 23:5 27:7 34:2 67 5 +M35152 0 680454 999-99-9 Inactive 4:30 14:23 23:5 27:4 34:1 63 5 +M35153 0 680455 999-99-9 Inactive 4:23 14:18 23:4 27:3 34:1 49 5 +M35154 0 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14:25 23:3 27:2 63 4 +M36122 0 682818 999-99-9 Inactive 4:29 14:35 23:5 27:4 73 4 +M36123 0 682819 999-99-9 Inactive 4:29 14:25 23:3 27:4 61 4 +M36124 0 682820 999-99-9 Inactive 4:35 14:29 23:3 27:4 71 4 +M36125 0 682821 999-99-9 Inactive 4:12 6:1 14:15 23:2 27:2 32 5 +M36126 0 682822 999-99-9 Inactive 4:12 6:1 14:15 23:2 27:2 32 5 +M36127 0 682823 999-99-9 Inactive 4:11 6:3 14:11 23:2 27:2 29 5 +M36128 0 682824 999-99-9 Inactive 4:11 6:2 9:1 14:11 23:2 27:2 29 6 +M36129 0 682825 999-99-9 Inactive 3:1 4:11 6:1 14:12 23:2 27:2 29 6 +M36130 0 682826 999-99-9 Inactive 4:12 6:1 14:15 23:2 27:3 33 5 +M36131 0 682827 999-99-9 Inactive 4:12 6:1 9:3 14:12 23:2 27:2 32 6 +M36132 0 682828 999-99-9 Inactive 4:11 6:1 9:1 14:12 23:2 27:2 29 6 +M36133 0 682829 999-99-9 Inactive 4:13 6:1 14:15 23:2 27:4 35 5 +M36134 0 682830 999-99-9 Inactive 4:10 6:1 14:12 23:3 27:4 34:1 31 6 +M36135 0 682831 999-99-9 Inactive 4:11 6:1 9:1 14:12 23:2 27:2 29 6 +M36136 0 682832 999-99-9 Inactive 4:12 6:1 9:3 14:12 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0 682934 999-99-9 Inactive 4:36 14:34 27:4 74 3 +M36184 0 682935 999-99-9 Inactive 4:36 14:34 27:4 74 3 +M36185 0 682984 999-99-9 Inactive 4:18 14:22 27:4 44 3 +M36186 0 682985 999-99-9 Inactive 4:36 14:34 23:4 27:14 88 4 +M36187 0 682986 999-99-9 Inactive 4:37 14:36 23:4 27:14 91 4 +M36188 0 682987 999-99-9 Inactive 4:24 14:32 23:2 27:8 66 4 +M36189 0 682988 999-99-9 Inactive 4:27 14:34 23:2 27:8 71 4 +M36190 0 682989 999-99-9 Inactive 4:22 14:28 23:2 27:8 60 4 +M36191 0 682990 999-99-9 Inactive 4:32 14:42 27:8 82 3 +M36192 0 683041 999-99-9 Inactive 4:16 14:24 27:6 46 3 +M36193 0 683042 999-99-9 Inactive 4:21 14:34 27:6 61 3 +M36194 0 683043 999-99-9 Inactive 4:12 14:20 27:4 36 3 +M36195 0 683044 999-99-9 Inactive 4:17 14:30 27:4 51 3 +M36196 0 683045 999-99-9 Inactive 4:10 14:10 23:4 27:1 25 4 +M36197 0 683046 999-99-9 Inactive 4:18 14:12 23:8 38 3 +M36198 0 683047 999-99-9 Inactive 4:9 14:6 23:4 19 3 +M36199 0 683048 999-99-9 Inactive 4:20 14:19 23:1 27:4 44 4 +M36200 0 683050 999-99-9 Inactive 4:19 9:2 14:12 23:2 34:1 36 5 +M36201 0 683054 999-99-9 Inactive 4:16 14:10 27:4 30 3 +M36202 0 683055 999-99-9 Inactive 4:16 14:10 27:5 31 3 +M36203 0 683056 999-99-9 Inactive 4:16 14:10 27:5 31 3 +M36204 0 683057 999-99-9 Inactive 4:16 14:10 27:6 32 3 +M36205 0 683058 999-99-9 Inactive 4:20 14:12 27:4 36 3 +M36206 0 683059 999-99-9 Inactive 4:14 9:3 14:23 27:1 36:1 42 5 +M36207 0 683060 999-99-9 Inactive 4:13 9:3 14:14 23:1 27:2 33 5 +M36208 0 683061 999-99-9 Inactive 4:18 9:4 14:13 23:3 27:2 40 5 +M36209 0 683062 999-99-9 Inactive 4:17 9:3 14:12 23:3 27:3 38 5 +M36210 0 683063 999-99-9 Inactive 4:16 9:4 14:9 23:3 27:2 34 5 +M36211 0 683064 999-99-9 Inactive 4:16 6:2 9:3 14:8 23:3 27:2 34 6 +M36212 0 683065 999-99-9 Inactive 4:20 9:3 14:18 23:3 27:3 47 5 +M36213 0 683066 999-99-9 Inactive 4:18 6:2 14:15 23:3 27:2 40 5 +M36214 0 683067 999-99-9 Inactive 4:19 6:2 9:3 14:14 23:3 27:2 43 6 +M36215 0 683068 999-99-9 Inactive 4:21 9:3 14:20 23:3 27:4 51 5 +M36216 0 683069 999-99-9 Inactive 4:24 9:3 14:20 23:3 27:4 54 5 +M36217 0 683125 999-99-9 Inactive 4:21 14:29 23:1 27:4 55 4 +M36218 0 683138 999-99-9 Inactive 4:16 14:24 23:2 27:5 47 4 +M36219 0 683139 999-99-9 Inactive 4:16 14:24 23:2 27:5 47 4 +M36220 0 683140 999-99-9 Inactive 4:30 14:40 23:4 27:16 90 4 +M36221 0 683204 999-99-9 Inactive 3:3 4:43 14:37 27:10 93 4 +M36222 0 683205 999-99-9 Inactive 3:3 4:43 14:37 27:10 93 4 +M36223 0 683206 999-99-9 Inactive 4:28 14:36 27:12 76 3 +M36224 0 683207 999-99-9 Inactive 4:22 14:28 27:7 57 3 +M36225 0 683208 999-99-9 Inactive 4:22 14:28 27:7 57 3 +M36226 0 683237 999-99-9 Inactive 4:11 6:1 14:16 23:5 27:4 34:1 38 6 +M36227 0 683238 999-99-9 Inactive 4:12 14:19 23:5 27:4 34:1 41 5 +M36228 0 683239 999-99-9 Inactive 4:24 14:27 23:5 27:4 34:1 61 5 +M36229 0 683240 999-99-9 Inactive 4:13 14:17 23:5 27:6 34:1 42 5 +M36230 0 683247 999-99-9 Inactive 4:19 6:1 14:23 23:4 27:1 48 5 +M36231 0 683248 999-99-9 Inactive 4:36 6:1 14:40 23:6 27:6 89 5 +M36232 0 683249 999-99-9 Inactive 4:28 6:3 7:1 14:31 23:6 27:16 85 6 +M36233 0 683250 999-99-9 Inactive 4:8 6:2 7:1 14:17 18:1 23:2 27:6 37 7 +M36234 0 683256 999-99-9 Inactive 4:7 9:2 14:10 23:6 27:9 34 5 +M36235 0 683257 999-99-9 Inactive 4:10 9:4 14:12 23:10 27:17 53 5 +M36236 0 683258 999-99-9 Inactive 4:5 9:2 14:7 23:5 27:8 27 5 +M36237 0 683259 999-99-9 Inactive 4:6 9:2 14:6 23:4 27:11 29 5 +M36238 0 683260 999-99-9 Inactive 4:5 9:1 14:9 23:2 27:7 24 5 +M36239 0 683261 999-99-9 Active 4:48 14:36 23:6 24:1 27:18 34:4 113 6 +M36240 0 683262 999-99-9 Inactive 4:7 14:7 23:2 27:3 34:1 20 5 +M36241 0 683263 999-99-9 Active 4:7 14:8 23:2 27:4 34:1 22 5 +M36242 0 683264 999-99-9 Inactive 4:27 14:24 23:2 27:3 34:1 57 5 +M36243 0 683265 999-99-9 Inactive 4:19 14:14 23:2 24:1 27:9 34:3 48 6 +M36244 0 683266 999-99-9 Inactive 4:20 14:16 23:2 24:1 27:9 34:3 51 6 +M36245 0 683267 999-99-9 Inactive 4:15 14:12 23:2 27:3 34:1 33 5 +M36246 0 683268 999-99-9 Inactive 4:15 6:1 14:11 23:2 27:3 34:1 33 6 +M36247 0 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4:49 14:62 23:8 24:1 27:21 34:4 145 6 +M36262 0 683284 999-99-9 Inactive 4:22 14:20 23:2 24:1 27:11 34:3 59 6 +M36263 0 683285 999-99-9 Inactive 4:22 14:19 23:3 24:1 27:13 34:3 61 6 +M36264 0 683286 999-99-9 Inactive 4:10 14:14 23:8 27:2 34 4 +M36265 0 683287 999-99-9 Inactive 4:22 14:22 23:8 27:2 54 4 +M36266 0 683288 999-99-9 Inactive 4:24 14:26 23:8 27:2 60 4 +M36267 0 683289 999-99-9 Inactive 4:22 6:2 14:20 23:8 27:2 54 5 +M36268 0 683290 999-99-9 Inactive 4:8 14:17 23:3 27:2 30 4 +M36269 0 683291 999-99-9 Inactive 4:13 14:19 23:3 27:2 37 4 +M36270 0 683292 999-99-9 Inactive 4:12 14:17 23:3 27:2 34 4 +M36271 0 683293 999-99-9 Inactive 4:13 14:10 23:4 27:3 30 4 +M36272 0 683294 999-99-9 Inactive 4:14 14:14 23:4 27:4 36 4 +M36273 0 683295 999-99-9 Inactive 4:14 6:1 14:13 23:4 27:3 35 5 +M36274 0 683322 999-99-9 Inactive 4:10 14:18 27:1 34:2 31 4 +M36275 0 683323 999-99-9 Inactive 4:13 14:24 27:1 34:2 40 4 +M36276 0 683324 999-99-9 Active 4:10 14:9 23:3 27:1 34:1 24 5 +M36277 0 683325 999-99-9 Inactive 4:16 14:10 23:4 27:2 34:1 33 5 +M36278 0 683326 999-99-9 Inactive 3:2 4:22 14:18 23:4 27:4 50 5 +M36279 0 683327 999-99-9 Inactive 4:18 14:12 23:4 27:2 36 4 +M36280 0 683328 999-99-9 Inactive 4:18 14:13 23:3 27:2 34:1 37 5 +M36281 0 683329 999-99-9 Active 4:10 9:1 14:13 23:2 27:3 34:1 30 6 +M36282 0 683330 999-99-9 Inactive 4:7 14:14 23:5 27:5 28:1 32 5 +M36283 0 683331 999-99-9 Inactive 4:24 14:27 23:1 52 3 +M36284 0 683332 999-99-9 Inactive 4:24 14:14 27:7 45 3 +M36285 0 683333 999-99-9 Inactive 4:11 14:8 23:4 27:3 26 4 +M36286 0 683334 999-99-9 Inactive 4:10 6:1 14:4 23:5 27:1 21 5 +M36287 0 683335 999-99-9 Inactive 4:13 14:23 23:1 27:6 43 4 +M36288 0 683336 999-99-9 Inactive 4:12 14:18 23:2 27:4 34:1 37 5 +M36289 0 683337 999-99-9 Inactive 4:12 14:18 23:2 27:4 34:1 37 5 +M36290 0 683338 999-99-9 Inactive 4:20 14:24 23:2 27:2 34:1 49 5 +M36291 0 683339 999-99-9 Inactive 4:31 14:35 23:5 27:4 75 4 +M36292 0 683340 999-99-9 Inactive 4:29 14:33 23:7 27:4 73 4 +M36293 0 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999-99-9 Inactive 4:14 6:1 14:20 23:1 27:1 37 5 +M36343 0 683442 999-99-9 Inactive 4:12 14:23 23:1 27:5 41 4 +M36344 0 683443 999-99-9 Inactive 4:11 14:17 23:1 27:3 32 4 +M36345 0 683481 999-99-9 Inactive 4:27 14:36 27:8 71 3 +M36346 0 683482 999-99-9 Inactive 4:29 14:38 27:9 76 3 +M36347 0 683483 999-99-9 Inactive 4:20 14:30 27:3 53 3 +M36348 0 683486 999-99-9 Inactive 4:11 14:11 23:3 27:1 34:2 28 5 +M36349 0 683487 999-99-9 Inactive 4:12 14:13 23:3 27:1 34:1 30 5 +M36350 0 683488 999-99-9 Inactive 4:13 14:15 23:3 34:2 33 4 +M36351 0 683489 999-99-9 Inactive 4:16 14:19 23:3 34:2 40 4 +M36352 0 683490 999-99-9 Inactive 4:11 14:9 23:5 27:1 34:1 27 5 +M36353 0 683491 999-99-9 Inactive 4:15 14:20 23:4 27:1 34:1 41 5 +M36354 0 683492 999-99-9 Inactive 4:15 14:20 23:4 34:2 41 4 +M36355 0 683493 999-99-9 Inactive 4:11 6:1 14:11 23:4 34:2 29 5 +M36356 0 683494 999-99-9 Inactive 4:16 6:1 14:18 23:3 34:2 40 5 +M36357 0 683495 999-99-9 Inactive 4:16 6:1 14:18 23:3 27:1 34:1 40 6 +M36358 0 683496 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999-99-9 Inactive 4:17 14:18 27:2 37 3 +M36419 0 683577 999-99-9 Inactive 4:22 14:26 27:4 52 3 +M36420 0 683578 999-99-9 Inactive 4:20 14:24 27:5 49 3 +M36421 0 683579 999-99-9 Inactive 4:19 14:22 27:5 46 3 +M36422 0 683585 999-99-9 Inactive 4:25 14:32 23:2 27:4 63 4 +M36423 0 683586 999-99-9 Inactive 4:19 14:28 23:2 27:4 53 4 +M36424 0 683587 999-99-9 Inactive 4:26 14:41 23:1 27:3 34:1 72 5 +M36425 0 683589 999-99-9 Inactive 4:10 14:10 23:4 27:1 34:1 26 5 +M36426 0 683590 999-99-9 Inactive 4:10 14:12 23:6 27:3 31 4 +M36427 0 683591 999-99-9 Inactive 4:10 14:13 23:5 28 3 +M36428 0 683592 999-99-9 Inactive 4:10 14:15 23:7 27:2 34 4 +M36429 0 683593 999-99-9 Inactive 4:10 14:9 23:5 27:4 34:1 29 5 +M36430 0 683594 999-99-9 Inactive 4:10 14:8 23:4 27:1 23 4 +M36431 0 683595 999-99-9 Inactive 4:10 14:10 23:4 24:1 27:2 27 5 +M36432 0 683596 999-99-9 Inactive 4:10 14:10 23:4 24:1 27:2 27 5 +M36433 0 683597 999-99-9 Inactive 4:11 14:12 23:4 27:1 34:1 29 5 +M36434 0 683598 999-99-9 Inactive 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999-99-9 Inactive 4:17 14:16 27:2 35 3 +M36592 0 683871 999-99-9 Inactive 4:17 14:16 27:2 35 3 +M36593 0 683873 476-28-8 Inactive 4:16 14:17 23:1 27:4 38 4 +M36594 0 683874 999-99-9 Inactive 4:53 6:2 14:76 27:6 137 4 +M36595 0 683875 999-99-9 Inactive 4:51 6:2 14:72 27:6 131 4 +M36596 0 683876 999-99-9 Inactive 4:51 6:2 14:72 27:6 131 4 +M36597 0 683877 999-99-9 Inactive 4:53 6:2 14:76 27:6 137 4 +M36598 0 683878 999-99-9 Inactive 4:51 6:2 14:73 23:1 27:7 134 5 +M36599 0 683879 999-99-9 Inactive 4:5 14:7 23:3 27:1 34:1 17 5 +M36600 0 683880 999-99-9 Inactive 4:26 6:1 14:39 23:2 27:2 70 5 +M36601 0 683882 999-99-9 Inactive 4:22 14:35 23:1 27:5 63 4 +M36602 0 683883 999-99-9 Active 4:16 6:1 9:1 14:12 23:2 34:1 33 6 +M36603 0 683884 999-99-9 Inactive 4:19 6:1 9:1 14:12 23:2 34:1 36 6 +M36604 0 683885 999-99-9 Inactive 4:19 9:1 14:13 23:2 34:1 36 5 +M36605 0 683886 999-99-9 Inactive 4:19 14:14 23:2 34:1 36 4 +M36606 0 683887 999-99-9 Inactive 4:22 14:24 23:6 27:2 54 4 +M36607 0 683888 999-99-9 Inactive 4:19 14:17 23:5 41 3 +M36608 0 683889 999-99-9 Inactive 4:20 14:20 23:6 46 3 +M36609 0 683890 999-99-9 Inactive 4:12 14:11 23:3 27:2 28 4 +M36610 0 683891 999-99-9 Inactive 4:9 14:9 23:3 27:1 22 4 +M36611 0 683892 999-99-9 Inactive 4:7 14:7 23:3 27:1 18 4 +M36612 0 683893 999-99-9 Inactive 4:22 14:22 23:2 27:7 34:1 54 5 +M36613 0 683894 999-99-9 Inactive 4:22 14:22 23:2 27:7 34:1 54 5 +M36614 0 683895 999-99-9 Inactive 4:20 14:18 23:2 27:7 34:1 48 5 +M36615 0 683896 999-99-9 Inactive 4:31 14:40 23:4 27:8 83 4 +M36616 0 683897 999-99-9 Inactive 4:40 14:40 23:4 27:9 34:1 94 5 +M36617 0 683898 999-99-9 Inactive 4:42 14:44 23:4 27:9 34:1 100 5 +M36618 0 683899 999-99-9 Inactive 4:9 14:12 23:4 34:1 26 4 +M36619 0 683900 999-99-9 Inactive 4:11 14:11 23:3 34:1 26 4 +M36620 0 683901 999-99-9 Inactive 4:10 14:10 23:4 34:1 25 4 +M36621 0 683902 999-99-9 Inactive 4:10 14:10 23:4 34:1 25 4 +M36622 0 683903 999-99-9 Inactive 4:13 14:11 23:3 34:2 29 4 +M36623 0 683904 999-99-9 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999-99-9 Inactive 4:9 14:12 23:4 27:1 26 4 +M36672 0 684054 999-99-9 Inactive 4:9 14:12 23:6 27:4 34:1 32 5 +M36673 0 684055 999-99-9 Inactive 3:1 4:9 14:5 23:4 27:1 20 5 +M36674 0 684056 999-99-9 Inactive 4:9 14:6 23:4 27:1 20 4 +M36675 0 684057 999-99-9 Inactive 4:9 14:8 23:4 24:1 27:2 24 5 +M36676 0 684058 999-99-9 Inactive 4:6 14:9 23:5 27:3 34:1 24 5 +M36677 0 684059 999-99-9 Inactive 4:7 14:8 23:4 27:1 20 4 +M36678 0 684060 999-99-9 Inactive 4:12 14:10 23:4 27:1 27 4 +M36679 0 684061 999-99-9 Inactive 4:15 14:16 23:4 27:1 36 4 +M36680 0 684062 999-99-9 Inactive 4:10 14:14 23:4 27:1 29 4 +M36681 0 684063 999-99-9 Inactive 4:15 14:16 23:4 27:1 36 4 +M36682 0 684064 999-99-9 Inactive 4:14 14:14 23:4 27:1 33 4 +M36683 0 684065 999-99-9 Inactive 4:15 6:1 14:15 23:4 27:1 36 5 +M36684 0 684066 999-99-9 Inactive 4:8 14:10 23:4 27:3 25 4 +M36685 0 684067 999-99-9 Inactive 4:13 14:12 23:4 27:3 32 4 +M36686 0 684068 999-99-9 Inactive 4:13 6:1 14:18 23:3 27:2 37 5 +M36687 0 684074 999-99-9 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23:1 27:2 34:1 48 5 +M36719 0 684142 999-99-9 Inactive 4:11 14:22 23:4 34:1 38 4 +M36720 0 684143 999-99-9 Inactive 4:21 14:26 23:4 34:1 52 4 +M36721 0 684144 999-99-9 Inactive 4:21 6:2 14:24 23:4 34:1 52 5 +M36722 0 684145 999-99-9 Inactive 4:21 6:4 14:22 23:4 34:1 52 5 +M36723 0 684146 999-99-9 Inactive 4:27 14:26 23:4 34:1 58 4 +M36724 0 684147 999-99-9 Inactive 4:11 14:18 27:6 35 3 +M36725 0 684148 999-99-9 Inactive 4:17 14:22 27:6 45 3 +M36726 0 684149 999-99-9 Inactive 4:17 14:22 27:6 45 3 +M36727 0 684322 5665-52-1 Inactive 4:14 14:10 23:2 26 3 +M36728 0 684328 999-99-9 Inactive 4:11 14:10 23:2 27:1 34:1 25 5 +M36729 0 684329 999-99-9 Inactive 4:10 6:1 14:7 23:2 27:1 34:1 22 6 +M36730 0 684330 999-99-9 Inactive 4:8 14:6 23:2 27:1 34:2 19 5 +M36731 0 684331 999-99-9 Inactive 4:12 14:12 23:2 27:2 34:1 29 5 +M36732 0 684332 999-99-9 Inactive 4:12 14:12 23:2 27:1 34:1 28 5 +M36733 0 684333 999-99-9 Inactive 4:15 14:17 23:3 27:1 36 4 +M36734 0 684334 999-99-9 Inactive 4:16 14:19 23:3 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999-99-9 Inactive 4:17 6:1 14:16 23:1 27:4 39 5 +M37914 0 687303 999-99-9 Inactive 4:14 14:19 23:1 27:3 34:1 38 5 +M37915 0 687304 171880-39-0 Inactive 4:14 14:14 23:4 27:2 34:1 35 5 +M37916 0 687305 171880-49-2 Inactive 4:15 14:17 23:5 27:1 34:1 39 5 +M37917 0 687306 999-99-9 Inactive 4:21 14:20 23:2 27:2 34:1 46 5 +M37918 0 687307 999-99-9 Inactive 4:26 14:30 27:4 34:2 62 4 +M37919 0 687308 999-99-9 Inactive 4:24 6:1 14:30 23:5 27:3 63 5 +M37920 0 687310 999-99-9 Inactive 4:17 14:13 23:3 34:3 36 4 +M37921 0 687311 999-99-9 Inactive 4:17 14:13 23:3 34:3 36 4 +M37922 0 687312 999-99-9 Inactive 3:1 4:24 14:21 23:2 34:2 50 5 +M37923 0 687313 999-99-9 Inactive 4:11 9:1 14:15 23:2 27:4 33 5 +M37924 0 687314 999-99-9 Inactive 4:11 9:1 14:15 23:2 27:4 33 5 +M37925 0 687315 999-99-9 Inactive 4:17 14:11 23:1 27:1 34:2 32 5 +M37926 0 687316 999-99-9 Inactive 4:15 14:12 23:2 27:1 30 4 +M37927 0 687318 999-99-9 Inactive 4:16 6:1 14:15 23:2 27:4 34:2 40 6 +M37928 0 687319 999-99-9 Inactive 4:12 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0 687585 999-99-9 Inactive 4:22 14:19 23:5 27:4 34:1 51 5 +M38023 0 687586 999-99-9 Inactive 4:20 14:13 23:5 27:6 34:1 45 5 +M38024 0 687587 999-99-9 Inactive 4:20 14:14 23:4 27:4 34:1 43 5 +M38025 0 687588 999-99-9 Inactive 4:27 6:1 14:19 23:4 27:3 34:1 55 6 +M38026 0 687589 999-99-9 Inactive 4:26 14:17 23:5 27:5 34:1 54 5 +M38027 0 687590 999-99-9 Inactive 4:27 14:19 23:5 27:5 34:1 57 5 +M38028 0 687591 999-99-9 Inactive 4:27 14:20 23:4 27:4 34:1 56 5 +M38029 0 687592 999-99-9 Inactive 4:28 14:22 23:4 27:4 34:1 59 5 +M38030 0 687593 999-99-9 Inactive 4:27 14:20 23:4 27:3 34:1 55 5 +M38031 0 687594 999-99-9 Inactive 4:28 14:23 23:5 27:3 34:1 60 5 +M38032 0 687595 999-99-9 Inactive 4:12 14:14 23:4 27:2 34:1 33 5 +M38033 0 687596 999-99-9 Inactive 4:15 14:11 23:3 27:1 34:2 32 5 +M38034 0 687597 999-99-9 Inactive 4:12 6:1 14:11 23:2 27:1 34:2 29 6 +M38035 0 687598 999-99-9 Inactive 4:15 14:15 23:5 27:3 34:1 39 5 +M38036 0 687599 999-99-9 Inactive 4:13 14:14 23:2 27:2 34:2 33 5 +M38037 0 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14:11 23:3 27:2 34:1 32 5 +M38053 0 687616 999-99-9 Inactive 4:13 14:14 23:2 27:2 34:2 33 5 +M38054 0 687617 999-99-9 Inactive 4:15 14:13 23:5 27:1 34 4 +M38055 0 687618 999-99-9 Inactive 4:6 14:8 23:2 34:3 19 4 +M38056 0 687663 999-99-9 Inactive 3:1 4:16 14:11 27:1 29 4 +M38057 0 687664 999-99-9 Inactive 4:16 14:11 23:1 27:3 31 4 +M38058 0 687665 999-99-9 Inactive 3:1 4:17 14:13 27:1 32 4 +M38059 0 687666 999-99-9 Inactive 4:18 14:16 27:1 35 3 +M38060 0 687667 999-99-9 Inactive 4:19 14:18 27:2 39 3 +M38061 0 687668 999-99-9 Inactive 4:19 14:18 27:2 39 3 +M38062 0 687669 999-99-9 Inactive 4:19 14:18 27:1 38 3 +M38063 0 687670 999-99-9 Inactive 4:19 14:18 27:1 38 3 +M38064 0 687671 999-99-9 Inactive 4:18 6:1 14:15 27:1 35 4 +M38065 0 687672 999-99-9 Inactive 4:18 6:1 14:15 27:1 35 4 +M38066 0 687673 999-99-9 Inactive 4:18 9:1 14:15 27:1 35 4 +M38067 0 687674 999-99-9 Inactive 4:18 14:15 23:1 27:3 37 4 +M38068 0 687675 999-99-9 Inactive 4:18 14:15 23:1 27:3 37 4 +M38069 0 687676 999-99-9 Inactive 4:20 14:21 23:1 27:1 43 4 +M38070 0 687677 999-99-9 Inactive 4:14 9:6 14:13 23:3 27:2 38 5 +M38071 0 687678 999-99-9 Inactive 4:16 14:23 23:5 27:6 50 4 +M38072 0 687679 999-99-9 Inactive 4:14 14:18 23:4 36 3 +M38073 0 687680 999-99-9 Inactive 4:17 14:22 23:4 27:2 45 4 +M38074 0 687681 999-99-9 Inactive 4:15 14:19 23:5 27:2 41 4 +M38075 0 687682 999-99-9 Inactive 4:12 14:15 23:5 32 3 +M38076 0 687683 999-99-9 Inactive 4:13 14:14 23:4 27:2 33 4 +M38077 0 687684 999-99-9 Inactive 4:23 14:29 23:5 27:2 59 4 +M38078 0 687685 999-99-9 Inactive 4:17 14:22 23:4 27:3 46 4 +M38079 0 687686 999-99-9 Inactive 4:17 14:22 23:4 27:3 46 4 +M38080 0 687687 999-99-9 Inactive 4:15 14:19 23:3 27:1 38 4 +M38081 0 687688 999-99-9 Inactive 4:15 14:19 23:3 27:2 39 4 +M38082 0 687689 999-99-9 Inactive 4:14 14:17 23:3 27:2 36 4 +M38083 0 687690 999-99-9 Inactive 4:14 14:19 23:3 27:3 39 4 +M38084 0 687691 999-99-9 Inactive 4:16 14:24 23:4 27:4 48 4 +M38085 0 687692 999-99-9 Inactive 4:13 14:17 23:3 27:3 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999-99-9 Inactive 4:19 14:16 23:4 27:3 34:2 44 5 +M38118 0 687741 999-99-9 Inactive 4:11 14:14 27:3 28 3 +M38119 0 687745 999-99-9 Inactive 4:15 14:26 41 2 +M38120 0 687746 999-99-9 Inactive 4:11 14:15 23:3 27:1 30 4 +M38121 0 687747 999-99-9 Inactive 4:10 9:1 14:12 23:3 26 4 +M38122 0 687748 999-99-9 Inactive 3:1 4:10 14:12 23:3 26 4 +M38123 0 687749 999-99-9 Inactive 4:11 9:3 14:12 23:3 29 4 +M38124 0 687750 999-99-9 Inactive 4:11 14:12 23:4 27 3 +M38125 0 687751 999-99-9 Inactive 4:10 14:12 23:4 27:2 28 4 +M38126 0 687752 999-99-9 Inactive 4:12 14:15 23:3 27:1 31 4 +M38127 0 687753 999-99-9 Inactive 4:16 14:17 23:3 36 3 +M38128 0 687754 999-99-9 Inactive 3:1 4:11 14:14 23:3 29 4 +M38129 0 687755 999-99-9 Inactive 4:11 14:15 23:3 27:1 30 4 +M38130 0 687756 999-99-9 Inactive 3:1 4:10 14:12 23:3 26 4 +M38131 0 687757 999-99-9 Inactive 4:23 14:21 23:5 27:4 34:1 54 5 +M38132 0 687758 999-99-9 Inactive 4:25 14:25 23:5 27:6 34:1 62 5 +M38133 0 687759 999-99-9 Inactive 4:25 14:25 23:5 27:6 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999-99-9 Inactive 4:24 6:2 14:19 23:3 48 4 +M39076 0 690754 999-99-9 Inactive 4:28 14:29 23:3 27:4 64 4 +M39077 0 690755 999-99-9 Inactive 4:30 14:33 23:3 27:6 72 4 +M39078 0 690756 999-99-9 Inactive 4:24 6:2 14:20 23:2 27:1 49 5 +M39079 0 690757 999-99-9 Inactive 4:30 14:34 23:2 27:7 73 4 +M39080 0 690758 999-99-9 Inactive 4:20 14:24 23:2 27:4 50 4 +M39081 0 690759 999-99-9 Active 4:19 14:22 23:2 27:3 46 4 +M39082 0 690760 999-99-9 Inactive 4:19 14:23 23:3 27:2 47 4 +M39083 0 690761 999-99-9 Inactive 4:28 14:30 23:2 27:5 65 4 +M39084 0 690762 999-99-9 Inactive 4:19 14:22 23:2 27:3 46 4 +M39085 0 690763 999-99-9 Inactive 4:17 6:1 14:16 23:3 37 4 +M39086 0 690764 999-99-9 Inactive 4:17 6:1 14:16 23:3 37 4 +M39087 0 690765 999-99-9 Inactive 4:13 14:15 23:1 27:5 34 4 +M39088 0 690766 999-99-9 Inactive 4:20 14:21 23:1 27:4 35:1 47 5 +M39089 0 690767 999-99-9 Inactive 4:19 14:21 23:1 27:4 34:1 35:1 47 6 +M39090 0 690768 999-99-9 Inactive 4:13 14:15 23:1 27:4 34:1 34 5 +M39091 0 690769 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999-99-9 Inactive 4:13 14:8 23:4 27:3 28 4 +M39205 0 691193 999-99-9 Inactive 4:12 14:11 23:3 27:1 34:1 28 5 +M39206 0 691194 999-99-9 Inactive 4:13 9:3 14:10 23:3 27:2 31 5 +M39207 0 691195 999-99-9 Active 4:6 14:4 23:4 27:1 15 4 +M39208 0 691196 999-99-9 Inactive 4:23 14:38 23:2 27:2 65 4 +M39209 0 691197 999-99-9 Inactive 4:27 14:42 23:2 27:7 78 4 +M39210 0 691198 999-99-9 Inactive 4:28 14:44 23:2 27:6 80 4 +M39211 0 691199 999-99-9 Inactive 4:24 14:18 23:4 27:5 34:1 52 5 +M39212 0 691201 999-99-9 Inactive 4:24 14:18 23:4 27:3 34:1 50 5 +M39213 0 691202 999-99-9 Inactive 4:24 14:21 23:3 27:4 52 4 +M39214 0 691203 999-99-9 Inactive 4:24 6:2 14:19 23:3 27:4 52 5 +M39215 0 691204 999-99-9 Inactive 4:22 14:18 23:4 27:3 47 4 +M39216 0 691205 999-99-9 Inactive 4:25 14:21 23:5 27:5 56 4 +M39217 0 691206 999-99-9 Inactive 4:19 14:16 23:4 27:4 43 4 +M39218 0 691207 999-99-9 Inactive 4:18 14:14 23:4 27:5 41 4 +M39219 0 691208 999-99-9 Inactive 4:18 14:14 23:4 27:3 39 4 +M39220 0 691209 999-99-9 Inactive 4:17 14:10 23:4 27:5 36 4 +M39221 0 691210 999-99-9 Inactive 4:16 14:7 23:3 27:3 34:1 30 5 +M39222 0 691211 999-99-9 Inactive 4:17 9:3 14:7 23:4 27:3 34 5 +M39223 0 691212 999-99-9 Inactive 4:14 14:8 23:2 27:1 25 4 +M39224 0 691213 999-99-9 Inactive 4:16 14:9 23:3 27:1 29 4 +M39225 0 691214 999-99-9 Inactive 4:15 14:8 23:4 27:1 28 4 +M39226 0 691215 999-99-9 Inactive 4:17 14:11 23:3 27:1 32 4 +M39227 0 691216 999-99-9 Inactive 4:16 14:8 23:4 27:3 31 4 +M39228 0 691217 999-99-9 Active 4:16 9:1 14:10 23:3 27:1 31 5 +M39229 0 691218 999-99-9 Inactive 4:16 6:1 14:8 23:3 28 4 +M39230 0 691219 999-99-9 Inactive 4:25 14:20 23:4 27:1 50 4 +M39231 0 691220 999-99-9 Inactive 4:24 9:1 14:17 23:4 46 4 +M39232 0 691221 999-99-9 Inactive 4:15 6:1 14:7 23:4 27 4 +M39233 0 691222 999-99-9 Inactive 4:15 14:25 23:7 27:5 52 4 +M39234 0 691223 999-99-9 Inactive 4:16 14:27 23:7 27:5 55 4 +M39235 0 691224 999-99-9 Inactive 4:17 14:29 23:7 27:5 58 4 +M39236 0 691225 999-99-9 Inactive 4:16 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Inactive 4:20 6:1 14:22 23:5 27:3 51 5 +M39459 0 691845 999-99-9 Inactive 4:25 6:1 14:33 23:6 27:3 34:1 69 6 +M39460 0 691846 999-99-9 Inactive 4:22 6:1 14:27 23:6 27:4 60 5 +M39461 0 691847 999-99-9 Inactive 4:24 6:1 14:31 23:6 27:4 66 5 +M39462 0 691848 999-99-9 Inactive 4:24 6:1 14:31 23:6 27:2 34:1 65 6 +M39463 0 691849 999-99-9 Inactive 4:23 6:1 14:28 23:5 27:4 61 5 +M39464 0 691850 999-99-9 Inactive 4:25 6:1 14:31 23:6 27:3 66 5 +M39465 0 691851 999-99-9 Inactive 4:24 6:1 14:30 23:5 27:4 64 5 +M39466 0 691852 999-99-9 Inactive 4:24 6:1 14:30 23:5 27:5 65 5 +M39467 0 691890 999-99-9 Inactive 4:19 14:20 16:1 23:1 27:2 34:1 44 6 +M39468 0 691891 999-99-9 Inactive 3:1 4:20 14:22 23:1 27:2 34:1 47 6 +M39469 0 691892 999-99-9 Inactive 4:14 14:11 23:1 27:2 34:1 29 5 +M39470 0 691893 999-99-9 Inactive 4:18 14:17 23:1 27:2 34:2 40 5 +M39471 0 691894 999-99-9 Inactive 4:16 6:1 14:15 27:2 34:2 36 5 +M39472 0 691895 999-99-9 Inactive 4:8 14:3 16:2 23:1 27:3 34:1 18 6 +M39473 0 691896 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999-99-9 Inactive 4:11 6:1 14:13 23:6 34:1 32 5 +M40142 0 694212 999-99-9 Inactive 4:10 14:11 23:1 27:4 34:3 29 5 +M40143 0 694213 999-99-9 Inactive 4:6 14:6 23:8 27:2 22 4 +M40144 0 694214 999-99-9 Inactive 4:20 14:12 23:2 27:6 40 4 +M40145 0 694215 999-99-9 Inactive 4:22 14:20 23:4 27:2 48 4 +M40146 0 694216 999-99-9 Inactive 4:18 14:15 23:1 27:3 34:1 35:1 39 6 +M40147 0 694217 999-99-9 Inactive 4:14 14:14 23:2 27:6 34:4 40 5 +M40148 0 694218 999-99-9 Inactive 4:13 14:10 23:2 27:2 34:1 28 5 +M40149 0 694219 999-99-9 Inactive 4:6 14:2 23:6 27:2 16 4 +M40150 0 694220 999-99-9 Inactive 4:4 14:6 23:8 27:1 19 4 +M40151 0 694221 999-99-9 Inactive 4:20 14:14 23:6 27:1 41 4 +M40152 0 694222 999-99-9 Inactive 4:7 14:14 23:4 27:1 26 4 +M40153 0 694223 999-99-9 Inactive 4:10 14:22 23:4 36 3 +M40154 0 694224 999-99-9 Inactive 4:15 14:16 23:2 27:1 34:2 36 5 +M40155 0 694225 999-99-9 Inactive 4:13 6:6 14:4 34:3 26 4 +M40156 0 694226 999-99-9 Inactive 3:1 4:19 14:16 23:5 34:1 42 5 +M40157 0 694227 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999-99-9 Inactive 4:13 14:18 23:2 27:6 28:2 34:1 42 6 +M41173 0 697585 999-99-9 Inactive 4:6 14:12 23:2 24:1 27:6 28:2 34:1 30 7 +M41174 0 697586 999-99-9 Inactive 4:15 14:24 23:2 27:6 28:2 34:1 50 6 +M41175 0 697587 999-99-9 Inactive 4:21 14:30 23:2 27:7 28:2 34:1 63 6 +M41176 0 697588 999-99-9 Inactive 4:8 14:20 23:2 27:8 28:2 40 5 +M41177 0 697589 999-99-9 Inactive 4:9 14:21 23:1 27:9 28:2 42 5 +M41178 0 697592 999-99-9 Inactive 4:20 14:27 23:5 27:11 63 4 +M41179 0 697593 999-99-9 Inactive 4:16 14:18 23:6 27:7 47 4 +M41180 0 697594 999-99-9 Inactive 4:16 14:27 23:3 27:6 52 4 +M41181 0 697595 999-99-9 Inactive 4:34 14:57 23:5 27:9 36:2 107 5 +M41182 0 697596 999-99-9 Inactive 4:24 14:44 23:4 27:7 34:1 36:2 82 6 +M41183 0 697597 999-99-9 Inactive 4:25 14:44 23:4 27:6 36:2 81 5 +M41184 0 697598 999-99-9 Active 4:19 14:26 23:2 27:4 51 4 +M41185 0 697599 999-99-9 Inactive 4:19 14:31 23:3 27:5 34:2 60 5 +M41186 0 697600 999-99-9 Active 4:19 14:23 23:3 27:5 35:1 51 5 +M41187 0 697601 999-99-9 Inactive 4:34 14:59 23:5 27:9 36:2 109 5 +M41188 0 697602 999-99-9 Inactive 4:21 14:27 23:3 27:6 34:1 58 5 +M41189 0 697603 999-99-9 Inactive 4:23 14:39 23:3 27:5 36:2 72 5 +M41190 0 697604 999-99-9 Inactive 4:15 14:14 23:2 27:2 33 4 +M41191 0 697645 999-99-9 Inactive 4:28 14:29 23:3 27:3 63 4 +M41192 0 697646 999-99-9 Inactive 4:32 14:26 23:4 27:2 64 4 +M41193 0 697647 999-99-9 Inactive 4:10 14:11 23:5 27:1 27 4 +M41194 0 697648 999-99-9 Inactive 4:14 14:15 23:5 27:3 37 4 +M41195 0 697649 999-99-9 Inactive 4:17 14:14 23:2 27:3 36 4 +M41196 0 697650 999-99-9 Inactive 4:24 14:20 23:2 27:3 49 4 +M41197 0 697652 999-99-9 Active 4:26 14:22 23:2 27:3 34:1 54 5 +M41198 0 697653 999-99-9 Inactive 4:35 14:36 23:4 27:1 76 4 +M41199 0 697654 999-99-9 Active 3:1 4:24 14:16 23:5 27:3 34:1 50 6 +M41200 0 697655 999-99-9 Inactive 4:16 14:12 23:4 27:1 34:3 36 5 +M41201 0 697656 999-99-9 Active 4:14 14:8 23:2 34:5 29 4 +M41202 0 697657 999-99-9 Inactive 4:22 14:25 23:5 27:4 56 4 +M41203 0 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999-99-9 Inactive 4:8 14:3 23:5 27:1 17 4 +M41236 0 697695 999-99-9 Inactive 4:17 14:19 23:7 27:4 47 4 +M41237 0 697696 999-99-9 Inactive 4:27 14:22 23:6 27:4 59 4 +M41238 0 697697 999-99-9 Inactive 4:11 14:11 23:3 27:2 27 4 +M41239 0 697698 999-99-9 Inactive 4:18 14:21 23:3 27:4 46 4 +M41240 0 697699 999-99-9 Inactive 4:31 14:26 23:6 27:1 64 4 +M41241 0 697700 999-99-9 Inactive 4:8 14:9 23:5 27:1 23 4 +M41242 0 697701 999-99-9 Inactive 4:20 14:21 23:5 27:2 48 4 +M41243 0 697702 999-99-9 Inactive 4:17 14:15 23:5 27:2 39 4 +M41244 0 697703 999-99-9 Inactive 4:25 14:20 23:6 27:4 55 4 +M41245 0 697704 999-99-9 Inactive 4:33 14:28 23:6 27:1 68 4 +M41246 0 697705 999-99-9 Inactive 4:32 14:26 23:6 27:1 65 4 +M41247 0 697706 999-99-9 Inactive 4:20 14:19 23:5 27:2 46 4 +M41248 0 697707 999-99-9 Inactive 4:21 14:25 23:5 27:2 53 4 +M41249 0 697708 999-99-9 Inactive 4:21 14:24 23:4 27:3 52 4 +M41250 0 697709 999-99-9 Inactive 4:21 14:25 23:5 27:2 53 4 +M41251 0 697710 999-99-9 Inactive 4:15 6:1 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999-99-9 Inactive 3:2 4:23 14:28 27:2 55 4 +M42348 0 701195 999-99-9 Active 4:35 14:40 27:11 86 3 +M42349 0 701196 999-99-9 Active 4:37 14:44 27:11 92 3 +M42350 0 701197 999-99-9 Active 4:36 14:42 27:11 89 3 +M42351 0 701198 999-99-9 Active 4:26 14:27 23:2 27:9 28:1 65 5 +M42352 0 701199 999-99-9 Active 4:22 14:35 23:2 27:9 28:1 69 5 +M42353 0 701200 999-99-9 Active 4:26 14:43 23:2 27:9 28:1 81 5 +M42354 0 701201 999-99-9 Active 4:26 14:25 23:2 27:9 28:1 63 5 +M42355 0 701202 999-99-9 Active 4:22 14:33 23:2 27:9 28:1 67 5 +M42356 0 701203 999-99-9 Active 4:26 14:41 23:2 27:9 28:1 79 5 +M42357 0 701311 999-99-9 Inactive 4:16 6:1 9:1 14:12 23:2 27:1 34:1 34 7 +M42358 0 701312 999-99-9 Inactive 4:16 6:1 9:1 14:12 23:2 27:1 34:1 34 7 +M42359 0 701313 999-99-9 Inactive 4:16 6:2 14:12 23:2 27:1 34:1 34 6 +M42360 0 701314 999-99-9 Inactive 4:16 6:2 14:12 23:2 27:1 34:1 34 6 +M42361 0 701595 999-99-9 Active 4:35 9:1 14:55 23:5 27:10 28:1 107 6 +M42362 0 701596 999-99-9 Active 4:31 9:1 14:56 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999-99-9 Inactive 3:1 4:20 14:22 23:3 34:1 47 5 +M42379 0 701671 999-99-9 Inactive 3:1 4:22 14:19 23:4 27:1 34:1 48 6 +M42380 0 701673 999-99-9 Inactive 4:10 9:3 14:14 23:1 27:4 34:1 33 6 +M42381 0 701674 999-99-9 Inactive 4:10 9:3 14:13 27:4 34:1 31 5 +M42382 0 701675 999-99-9 Inactive 4:9 6:1 14:18 23:1 27:1 30 5 +M42383 0 701676 999-99-9 Inactive 4:10 14:14 23:2 27:1 27 4 +M42384 0 701677 999-99-9 Inactive 4:10 14:13 23:1 27:1 25 4 +M42385 0 701678 999-99-9 Inactive 4:10 6:1 14:20 23:1 27:1 33 5 +M42386 0 701679 999-99-9 Inactive 4:10 6:1 14:21 23:2 34 4 +M42387 0 701680 999-99-9 Inactive 4:9 6:1 14:16 23:1 27:1 28 5 +M42388 0 701681 999-99-9 Inactive 4:9 6:1 14:18 23:1 27:1 30 5 +M42389 0 701682 999-99-9 Inactive 4:9 6:1 14:19 23:2 31 4 +M42390 0 701683 999-99-9 Inactive 4:11 6:1 14:20 23:1 27:1 34 5 +M42391 0 701697 999-99-9 Inactive 4:16 14:27 23:3 27:5 36:1 52 5 +M42392 0 701698 999-99-9 Inactive 4:23 14:34 23:6 27:7 70 4 +M42393 0 701699 999-99-9 Inactive 4:17 14:27 23:3 27:5 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999-99-9 Inactive 4:7 14:11 23:5 27:1 34:1 25 5 +M42425 0 701733 999-99-9 Inactive 4:13 14:16 23:2 34:1 32 4 +M42426 0 701734 999-99-9 Inactive 4:14 14:15 23:3 27:1 34:1 34 5 +M42427 0 701735 999-99-9 Inactive 3:1 4:20 14:18 23:3 27:2 34:1 45 6 +M42428 0 701736 999-99-9 Inactive 4:28 6:2 14:19 23:3 27:2 34:1 55 6 +M42429 0 701758 999-99-9 Inactive 4:19 14:13 23:3 34:1 36 4 +M42430 0 701759 999-99-9 Inactive 3:2 4:19 14:11 23:3 34:1 36 5 +M42431 0 701760 999-99-9 Inactive 3:1 4:19 14:12 23:3 34:1 36 5 +M42432 0 701761 999-99-9 Inactive 3:1 4:19 14:12 23:3 34:1 36 5 +M42433 0 701765 999-99-9 Inactive 4:18 14:20 23:2 27:2 42 4 +M42434 0 701766 999-99-9 Inactive 4:17 14:18 23:2 27:2 39 4 +M42435 0 701771 999-99-9 Inactive 4:24 6:1 14:17 23:4 27:2 34:1 49 6 +M42436 0 701777 999-99-9 Active 4:22 14:27 23:1 27:4 54 4 +M42437 0 701778 999-99-9 Inactive 4:30 6:1 14:39 23:4 27:4 34:2 80 6 +M42438 0 701779 999-99-9 Inactive 4:28 14:41 23:3 27:4 34:2 78 5 +M42439 0 701780 999-99-9 Inactive 4:29 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999-99-9 Inactive 4:26 6:2 14:32 27:6 66 4 +M42534 0 703985 999-99-9 Inactive 4:26 6:2 14:30 27:6 64 4 +M42535 0 703986 999-99-9 Inactive 4:21 6:2 14:18 27:7 48 4 +M42536 0 703987 999-99-9 Active 4:26 6:2 14:28 27:7 63 4 +M42537 0 704058 999-99-9 Inactive 3:1 4:18 14:14 23:3 34:1 37 5 +M42538 0 704059 999-99-9 Inactive 3:1 4:18 14:14 23:3 34:1 37 5 +M42539 0 704060 999-99-9 Inactive 3:1 4:19 14:16 23:3 34:1 40 5 +M42540 0 704061 999-99-9 Active 4:19 14:26 23:5 27:10 28:1 61 5 +M42541 0 704062 999-99-9 Active 4:41 14:69 23:7 27:16 28:2 135 5 +M42542 0 704063 999-99-9 Active 4:60 14:97 23:11 27:17 28:2 187 5 +M42543 0 704064 999-99-9 Active 4:50 14:81 23:11 27:15 28:2 159 5 +M42544 0 704173 999-99-9 Inactive 4:10 14:11 23:3 34:2 26 4 +M42545 0 704174 999-99-9 Active 4:10 14:17 23:3 34:2 32 4 +M42546 0 704175 999-99-9 Active 4:10 14:11 23:3 27:1 34:1 26 5 +M42547 0 704176 999-99-9 Inactive 4:10 14:17 23:3 27:1 34:1 32 5 +M42548 0 704177 999-99-9 Inactive 4:17 14:16 23:4 27:2 34:1 40 5 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999-99-9 Inactive 4:48 14:74 27:8 130 3 +M42628 0 705966 999-99-9 Inactive 4:48 14:76 27:8 132 3 +M42629 0 705967 999-99-9 Inactive 4:51 14:80 27:12 143 3 +M42630 0 705968 999-99-9 Inactive 4:57 14:86 27:12 155 3 +M42631 0 705969 999-99-9 Inactive 4:44 14:72 23:2 27:6 124 4 +M42632 0 705970 999-99-9 Inactive 4:48 14:76 23:2 27:6 132 4 +M42633 0 706066 999-99-9 Inactive 4:22 6:2 14:17 23:3 27:8 52 5 +M42634 0 706089 999-99-9 Inactive 4:25 14:44 23:2 27:8 36:2 81 5 +M42635 0 706090 999-99-9 Inactive 4:24 14:43 23:3 27:8 36:2 80 5 +M42636 0 706091 999-99-9 Inactive 4:24 14:44 23:4 27:7 36:2 81 5 +M42637 0 706092 999-99-9 Inactive 4:17 14:31 23:3 27:5 36:1 57 5 +M42638 0 706093 999-99-9 Inactive 4:23 14:41 23:3 27:5 36:2 74 5 +M42639 0 706094 999-99-9 Inactive 4:22 14:22 23:2 27:4 35:1 51 5 +M42640 0 706096 999-99-9 Inactive 4:22 14:32 23:6 27:7 36:1 68 5 +M42641 0 706097 999-99-9 Inactive 4:30 14:49 23:5 27:8 36:2 94 5 +M42642 0 706098 999-99-9 Inactive 4:22 14:24 23:2 27:6 34:1 55 5 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b/test/LearningTest/TestKhiops/Standard/Poub-SideEffect/readme.txt new file mode 100644 index 000000000..fc348cec7 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/Poub-SideEffect/readme.txt @@ -0,0 +1,17 @@ +Analyse 2D, supervisée et non supervisée, sur des données dense et sparse + +Stabilisation des résultats grace au tri des valeurs dans la genération de +solutions intermédiaires du VNS de l'optimisation des grilles. + +En non supervise bivarié: cas pathologique d'un groupe poubelle qui pour isoler une +valeur fréquente intéressante, embarque une valeur rare sans intérête dans la groupe hors poubelle. +Solution possible: permettre au groupe non poubelle d'avoir une seule valeur. + +Il reste une instabilité entre les résultats obtenus sous Windows et ceux obtenus sous Linux. +Cela est du au fait que le tri des cellules d'une grille est obtenu par comparaison de leurs pointeurs +(méthode KWDGCellCompare). Il est différent selon l'OS. +La stabilisation consisterait à trier les cellules selon leur contenu +(à la création, dans les tableaux de cellules référencées par les parties) +ce qui est évalué comme trop coûteux en temps pour être mis en place. +Rq : l'affichage du contenu d'une grille via la méthode Write procède dans WriteCells à un tri préalable des cellules +selon KWDGCellCompareDecreasingFrequency ce qui masque cette variabilité. \ No newline at end of file diff --git a/test/LearningTest/TestKhiops/Standard/Poub-SideEffect/results.ref/D_s_AllReports.khj b/test/LearningTest/TestKhiops/Standard/Poub-SideEffect/results.ref/D_s_AllReports.khj new file mode 100644 index 000000000..c78152463 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/Poub-SideEffect/results.ref/D_s_AllReports.khj @@ -0,0 +1,264 @@ +{ + "tool": "Khiops", + "version": "10.1.5", + "shortDescription": "", + "preparationReport": { + "reportType": "Preparation", + "summary": { + "dictionary": "T_Molecule", + 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2, + 2 + ] + }, + "database": ".\/D_T_AIDSMolecules.txt", + "samplePercentage": 100, + "samplingMode": "Include sample", + "selectionVariable": "", + "selectionValue": "", + "instances": 42687, + "learningTask": "Classification analysis", + "targetVariable": "Class", + "targetDescriptiveStats": { + "values": 2, + "mode": "Inactive", + "modeFrequency": 41184 + }, + "targetValues": { + "values": ["Active","Inactive"], + "frequencies": [1503,41184] + }, + "evaluatedVariablePairs": 2, + "informativeVariablePairs": 1 + }, + "variablesPairsStatistics": [ + { + "rank": "R1", + "name1": "CAS_RN", + "name2": "SCount", + "deltaLevel": 0.000642869, + "level": 0.0240831, + "level1": 0, + "level2": 0.0234403, + "variables": 1, + "parts1": 1, + "parts2": 4, + "cells": 4, + "constructionCost": 4.23066, + "preparationCost": 45.9377, + "dataCost": 6305.69 + }, + { + "rank": "R2", + "name1": "CAS_RN", + "name2": "OCount", + "deltaLevel": -0.00106709, + "level": 0.0360664, + "level1": 0, + "level2": 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54.9166 6218.67 + + +-------------------------------------------------------------------------------- + +Variables pairs detailed statistics +(Pairs with two jointly informative variables) + + +Rank R1 +Variable Numerical SCount + +% target values +Interval Active Inactive Interest Frequency Coverage +]-inf;0.5] 0.0264083 0.973592 0.200878 29877 0.699909 +]0.5;1.5] 0.0385662 0.961434 0.00734642 8453 0.198023 +]1.5;2.5] 0.0745943 0.925406 0.301545 3204 0.075058 +]2.5;+inf[ 0.129228 0.870772 0.49023 1153 0.0270106 +Total 0.0352098 0.96479 1 42687 1 diff --git a/test/LearningTest/TestKhiops/Standard/Poub-SideEffect/results.ref/D_s_PreparationReport.xls b/test/LearningTest/TestKhiops/Standard/Poub-SideEffect/results.ref/D_s_PreparationReport.xls new file mode 100644 index 000000000..67ca94119 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/Poub-SideEffect/results.ref/D_s_PreparationReport.xls @@ -0,0 +1,83 @@ +#Khiops 10.1.5 +Descriptive statistics + + +Problem description +Short description + +Dictionary T_Molecule +Variables + Categorical 2 + Numerical 2 + Total 4 + +Database ./D_T_AIDSMolecules.txt +Sample percentage 100 +Sampling mode Include sample +Selection variable +Selection value +Instances 42687 + +Learning task Classification analysis + +Target variable Categorical Class + +Target variable stats +Value Frequency Coverage +Active 1503 0.0352098 +Inactive 41184 0.96479 + +Evaluated variables 3 +Informative variables 2 + +Max number of constructed variables 0 +Max number of trees 0 +Max number of variable pairs 100 +Discretization MODL +Value grouping MODL + +Null model + Constr. cost 0.693147 + Prep. cost 10.6617 + Data cost 6501.35 + + +Categorical variables statistics + +Rank Name Level Groups Values Mode Mode coverage Constr. cost Prep. cost Data cost +R3 CAS_RN 0 1 6706 999-99-9 0.841263 0.693147 10.6617 6501.35 + + +Numerical variables statistics + +Rank Name Level Intervals Values Min Max Mean Std dev Missing number Constr. cost Prep. cost Data cost +R1 OCount 0.0371335 4 43 0 98 3.51819055 3.224470215 0 2.07944 50.1182 6218.67 +R2 SCount 0.0234403 3 13 0 21 0.455501675 0.8928756451 0 2.07944 34.6147 6323.35 + + +-------------------------------------------------------------------------------- + +Variables detailed statistics + + +Rank R1 +Variable Numerical OCount + +% target values +Interval Active Inactive Interest Frequency Coverage +]-inf;4.5] 0.0251968 0.974803 0.188984 31512 0.738211 +]4.5;8.5] 0.0459039 0.954096 0.0497614 8801 0.206175 +]8.5;13.5] 0.100225 0.899775 0.274278 1776 0.0416052 +]13.5;+inf[ 0.212375 0.787625 0.486977 598 0.0140089 +Total 0.0352098 0.96479 1 42687 1 + +---------------------------------------------- +Rank R2 +Variable Numerical SCount + +% target values +Interval Active Inactive Interest Frequency Coverage +]-inf;0.5] 0.0264083 0.973592 0.217995 29877 0.699909 +]0.5;1.5] 0.0385662 0.961434 0.00797242 8453 0.198023 +]1.5;+inf[ 0.0890521 0.910948 0.774032 4357 0.102069 +Total 0.0352098 0.96479 1 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"frequencies": [41534,965,141,33,2,6,1,5] + } + } + } + }, + "bivariatePreparationReport": { + "reportType": "BivariatePreparation", + "summary": { + "dictionary": "T_Molecule", + "variables": { + "types": [ + "Categorical", + "Numerical" + ], + "numbers": [ + 2, + 2 + ] + }, + "database": ".\/D_T_AIDSMolecules.txt", + "samplePercentage": 100, + "samplingMode": "Include sample", + "selectionVariable": "", + "selectionValue": "", + "instances": 42687, + "learningTask": "Unsupervised analysis", + "evaluatedVariablePairs": 3, + "informativeVariablePairs": 2 + }, + "variablesPairsStatistics": [ + { + "rank": "R1", + "name1": "CAS_RN", + "name2": "OCount", + "level": 0.0205139, + "variables": 2, + "parts1": 3, + "parts2": 3, + "cells": 7, + "constructionCost": 4.51834, + "preparationCost": 9431.77, + "dataCost": 483901 + }, + { + "rank": "R2", + "name1": "CAS_RN", + "name2": "SCount", + "level": 0.020339, + "variables": 2, + "parts1": 3, + "parts2": 2, + "cells": 5, + "constructionCost": 4.51834, + "preparationCost": 9404.91, + "dataCost": 484016 + }, + { + "rank": "R3", + "name1": "CAS_RN", + "name2": "Class", + "level": 0, + "variables": 0, + "parts1": 1, + "parts2": 1, + "cells": 1, + "constructionCost": 3.13205, + "preparationCost": 9376.16, + "dataCost": 78136.3 + } + ], + "variablesPairsDetailedStatistics": { + "R1": { + "dataGrid": { + "isSupervised": false, + "dimensions": [ + { + "variable": "CAS_RN", + "type": "Categorical", + "partitionType": "Value groups", + "partition": [ + ["999-99-9"], + ["119-80-2"], + ["3445-76-9"] + ], + "defaultGroupIndex": 1 + }, + { + "variable": "OCount", + "type": "Numerical", + "partitionType": "Intervals", + "partition": [ + [0,0.5], + [0.5,2.5], + [2.5,98] + ] + } + ], + "cellIds": ["C1","C2","C3","C4","C5","C7","C8"], + "cellPartIndexes": [ + [0,0], + [1,0], + [2,0], + [0,1], + [1,1], + [0,2], + [1,2] + ], + "cellFrequencies": [3457,1101,2,11635,2310,20819,3363] + } + }, + "R2": { + "dataGrid": { + "isSupervised": false, + "dimensions": [ + { + "variable": "CAS_RN", + "type": "Categorical", + "partitionType": "Value groups", + "partition": [ + ["999-99-9"], + ["119-80-2"], + ["537-91-7"] + ], + "defaultGroupIndex": 1 + }, + { + "variable": "SCount", + "type": "Numerical", + "partitionType": "Intervals", + "partition": [ + [0,1.5], + [1.5,21] + ] + } + ], + "cellIds": ["C1","C2","C4","C5","C6"], + "cellPartIndexes": [ + [0,0], + [1,0], + [0,1], + [1,1], + [2,1] + ], + "cellFrequencies": [32436,5894,3475,880,2] + } + } + } + }, + "khiops_encoding": "ascii" +} diff --git a/test/LearningTest/TestKhiops/Standard/Poub-SideEffect/results.ref/D_u_Preparation2DReport.xls b/test/LearningTest/TestKhiops/Standard/Poub-SideEffect/results.ref/D_u_Preparation2DReport.xls new file mode 100644 index 000000000..defe620c8 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/Poub-SideEffect/results.ref/D_u_Preparation2DReport.xls @@ -0,0 +1,113 @@ +#Khiops 10.1.5 +Descriptive statistics + + +Problem description +Short description + +Dictionary T_Molecule +Variables + Categorical 2 + Numerical 2 + Total 4 + +Database ./D_T_AIDSMolecules.txt +Sample percentage 100 +Sampling mode Include sample +Selection variable +Selection value +Instances 42687 + +Learning task Unsupervised analysis + +Evaluated variable pairs 3 +Informative variable pairs 2 + + +Variables pairs statistics + +Rank Name 1 Name 2 Level Variables Parts 1 Parts 2 Cells Constr. cost Prep. cost Data cost +R1 CAS_RN OCount 0.0205139 2 3 3 7 4.51834 9431.77 483901 +R2 CAS_RN SCount 0.020339 2 3 2 5 4.51834 9404.91 484016 +R3 CAS_RN Class 0 0 1 1 1 3.13205 9376.16 78136.3 + + +-------------------------------------------------------------------------------- + +Variables pairs detailed statistics +(Pairs with two jointly informative variables) + + +Rank R1 +Variables + Type Name + Categorical CAS_RN + Numerical OCount + +Variables stats +CAS_RN +Group Frequency Coverage Size Value list +{999-99-9} 35911 0.841263 1 999-99-9 +{119-80-2} 6774 0.15869 6704 119-80-2 * +{3445-76-9} 2 4.68527e-05 1 3445-76-9 +OCount +Interval Frequency Coverage +]-inf;0.5] 4560 0.106824 +]0.5;2.5] 13945 0.32668 +]2.5;+inf[ 24182 0.566496 + +Cell frequencies + OCount +CAS_RN ]-inf;0.5] ]0.5;2.5] ]2.5;+inf[ Total Coverage +{999-99-9} 3457 11635 20819 35911 0.841263 +{119-80-2} 1101 2310 3363 6774 0.15869 +{3445-76-9} 2 0 0 2 4.68527e-05 +Total 4560 13945 24182 42687 +Coverage 0.106824 0.32668 0.566496 + +Cells 7 +Cell Id CAS_RN OCount Frequency Coverage +C7 {999-99-9} ]2.5;+inf[ 20819 0.487713 +C4 {999-99-9} ]0.5;2.5] 11635 0.272565 +C1 {999-99-9} ]-inf;0.5] 3457 0.0809848 +C8 {119-80-2} ]2.5;+inf[ 3363 0.0787828 +C5 {119-80-2} ]0.5;2.5] 2310 0.0541148 +C2 {119-80-2} ]-inf;0.5] 1101 0.0257924 +C3 {3445-76-9} ]-inf;0.5] 2 4.68527e-05 + Total 42687 1 + +---------------------------------------------- +Rank R2 +Variables + Type Name + Categorical CAS_RN + Numerical SCount + +Variables stats +CAS_RN +Group Frequency Coverage Size Value list +{999-99-9} 35911 0.841263 1 999-99-9 +{119-80-2} 6774 0.15869 6704 119-80-2 * +{537-91-7} 2 4.68527e-05 1 537-91-7 +SCount +Interval Frequency Coverage +]-inf;1.5] 38330 0.897931 +]1.5;+inf[ 4357 0.102069 + +Cell frequencies + SCount +CAS_RN ]-inf;1.5] ]1.5;+inf[ Total Coverage +{999-99-9} 32436 3475 35911 0.841263 +{119-80-2} 5894 880 6774 0.15869 +{537-91-7} 0 2 2 4.68527e-05 +Total 38330 4357 42687 +Coverage 0.897931 0.102069 + +Cells 5 +Cell Id CAS_RN SCount Frequency Coverage +C1 {999-99-9} ]-inf;1.5] 32436 0.759857 +C2 {119-80-2} ]-inf;1.5] 5894 0.138075 +C4 {999-99-9} ]1.5;+inf[ 3475 0.0814065 +C5 {119-80-2} ]1.5;+inf[ 880 0.0206152 +C6 {537-91-7} ]1.5;+inf[ 2 4.68527e-05 + Total 42687 1 diff --git a/test/LearningTest/TestKhiops/Standard/Poub-SideEffect/results.ref/D_u_PreparationReport.xls b/test/LearningTest/TestKhiops/Standard/Poub-SideEffect/results.ref/D_u_PreparationReport.xls new file mode 100644 index 000000000..c0679515b --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/Poub-SideEffect/results.ref/D_u_PreparationReport.xls @@ -0,0 +1,187 @@ +#Khiops 10.1.5 +Descriptive statistics + + +Problem description +Short description + +Dictionary T_Molecule +Variables + Categorical 2 + Numerical 2 + Total 4 + +Database ./D_T_AIDSMolecules.txt +Sample percentage 100 +Sampling mode Include sample +Selection variable +Selection value +Instances 42687 + +Learning task Unsupervised analysis + +Evaluated variables 4 + +Max number of constructed variables 0 +Max number of trees 0 +Max number of variable pairs 100 +Discretization EqualWidth +Value grouping BasicGrouping + + +Categorical variables statistics + +Rank Name Values Mode Mode coverage Constr. cost +R1 CAS_RN 6706 999-99-9 0.841263 2.07944 +R2 Class 2 Inactive 0.96479 2.07944 + + +Numerical variables statistics + +Rank Name Values Min Max Mean Std dev Missing number Constr. cost +R3 OCount 43 0 98 3.51819055 3.224470215 0 2.07944 +R4 SCount 13 0 21 0.455501675 0.8928756451 0 2.07944 + + +-------------------------------------------------------------------------------- + +Variables detailed statistics + + +Rank R1 +Variable Categorical CAS_RN + +Variable stats +Group Frequency Coverage Size Value list +{999-99-9} 35911 0.841263 1 999-99-9 +{122-16-7} 6757 0.158292 6697 122-16-7 * +{119-80-2} 3 7.0279e-05 1 119-80-2 +{596-51-0} 3 7.0279e-05 1 596-51-0 +{6202-23-9} 3 7.0279e-05 1 6202-23-9 +{102647-16-5} 2 4.68527e-05 1 102647-16-5 +{10488-36-5} 2 4.68527e-05 1 10488-36-5 +{105-65-7} 2 4.68527e-05 1 105-65-7 +{1119-34-2} 2 4.68527e-05 1 1119-34-2 +{115-33-3} 2 4.68527e-05 1 115-33-3 + + +Values +Value Frequency Coverage +999-99-9 35911 0.841263 +119-80-2 3 7.0279e-05 +596-51-0 3 7.0279e-05 +6202-23-9 3 7.0279e-05 +102647-16-5 2 4.68527e-05 +10488-36-5 2 4.68527e-05 +105-65-7 2 4.68527e-05 +1119-34-2 2 4.68527e-05 +115-33-3 2 4.68527e-05 +122-16-7 2 4.68527e-05 +1222-61-3 2 4.68527e-05 +137-26-8 2 4.68527e-05 +140-40-9 2 4.68527e-05 +147-93-3 2 4.68527e-05 +148-79-8 2 4.68527e-05 +1519-46-6 2 4.68527e-05 +1698-53-9 2 4.68527e-05 +1731-61-9 2 4.68527e-05 +1779-81-3 2 4.68527e-05 +18883-66-4 2 4.68527e-05 +1910-68-5 2 4.68527e-05 +23344-16-3 2 4.68527e-05 +23344-17-4 2 4.68527e-05 +24316-19-6 2 4.68527e-05 +2525-35-1 2 4.68527e-05 +274-87-3 2 4.68527e-05 +315-30-0 2 4.68527e-05 +32164-26-4 2 4.68527e-05 +32418-97-6 2 4.68527e-05 +327-97-9 2 4.68527e-05 +338-98-7 2 4.68527e-05 +3445-76-9 2 4.68527e-05 +3626-36-6 2 4.68527e-05 +364-98-7 2 4.68527e-05 +37344-00-6 2 4.68527e-05 +3930-19-6 2 4.68527e-05 +4454-18-6 2 4.68527e-05 +469-59-0 2 4.68527e-05 +480-41-1 2 4.68527e-05 +4807-55-0 2 4.68527e-05 +5325-76-8 2 4.68527e-05 +5335-58-0 2 4.68527e-05 +5343-00-0 2 4.68527e-05 +5343-80-6 2 4.68527e-05 +537-91-7 2 4.68527e-05 +5392-32-5 2 4.68527e-05 +5395-50-6 2 4.68527e-05 +5396-28-1 2 4.68527e-05 +54-95-5 2 4.68527e-05 +540-92-1 2 4.68527e-05 +556-90-1 2 4.68527e-05 +5579-27-1 2 4.68527e-05 +57-83-0 2 4.68527e-05 +57460-54-5 2 4.68527e-05 +60-32-2 2 4.68527e-05 +6147-11-1 2 4.68527e-05 +62-68-0 2 4.68527e-05 +6293-53-4 2 4.68527e-05 +633-59-0 2 4.68527e-05 +6624-43-7 2 4.68527e-05 +7761-45-7 2 4.68527e-05 +81-21-0 2 4.68527e-05 +894-71-3 2 4.68527e-05 +90-33-5 2 4.68527e-05 +9003-39-8 2 4.68527e-05 +915-67-3 2 4.68527e-05 +92853-19-5 2 4.68527e-05 +962-02-7 2 4.68527e-05 +963-39-3 2 4.68527e-05 +100-32-3 1 2.34263e-05 +... + +---------------------------------------------- +Rank R2 +Variable Categorical Class + +Variable stats +Group Frequency Coverage Size Value list +{Inactive} 41184 0.96479 1 Inactive +{Active} 1503 0.0352098 1 Active * + + +Values +Value Frequency Coverage +Inactive 41184 0.96479 +Active 1503 0.0352098 + +---------------------------------------------- +Rank R3 +Variable Numerical OCount + +Variable stats +Interval Frequency Coverage +]-inf;9.5] 40816 0.956169 +]9.5;19.5] 1723 0.0403636 +]19.5;29.5] 121 0.00283459 +]29.5;39.5] 17 0.000398248 +]39.5;58] 4 9.37053e-05 +]58;77] 2 4.68527e-05 +]77;87.5] 1 2.34263e-05 +]87.5;+inf[ 3 7.0279e-05 + + +---------------------------------------------- +Rank R4 +Variable Numerical SCount + +Variable stats +Interval Frequency Coverage +]-inf;2.5] 41534 0.972989 +]2.5;4.5] 965 0.0226064 +]4.5;6.5] 141 0.00330311 +]6.5;9] 33 0.000773069 +]9;11] 2 4.68527e-05 +]11;13] 6 0.000140558 +]13;17.5] 1 2.34263e-05 +]17.5;+inf[ 5 0.000117132 + diff --git a/test/LearningTest/TestKhiops/Standard/Poub-SideEffect/results.ref/S_s_AllReports.khj b/test/LearningTest/TestKhiops/Standard/Poub-SideEffect/results.ref/S_s_AllReports.khj new file mode 100644 index 000000000..0cf7d8c29 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/Poub-SideEffect/results.ref/S_s_AllReports.khj @@ -0,0 +1,264 @@ +{ + "tool": "Khiops", + "version": "10.1.5", + "shortDescription": "", + "preparationReport": { + "reportType": "Preparation", + "summary": { + "dictionary": "T_Molecule", + "variables": { + "types": [ + "Categorical", + "Numerical" + ], + "numbers": [ + 2, + 2 + ] + }, + "database": ".\/S_T_AIDSMolecules.txt", + "samplePercentage": 100, + "samplingMode": "Include sample", + "selectionVariable": "", + "selectionValue": "", + "instances": 42687, + "learningTask": "Classification analysis", + "targetVariable": "Class", + "targetDescriptiveStats": { + "values": 2, + "mode": "Inactive", + "modeFrequency": 41184 + }, + "targetValues": { + "values": ["Active","Inactive"], + "frequencies": [1503,41184] + }, + "evaluatedVariables": 3, + "informativeVariables": 2, + "featureEngineering": { + "maxNumberOfConstructedVariables": 0, + "maxNumberOfTrees": 0, + "maxNumberOfVariablePairs": 100 + }, + "discretization": "MODL", + "valueGrouping": "MODL", + "nullModel": { + "constructionCost": 0.693147, + "preparationCost": 10.6617, + "dataCost": 6501.35 + } + }, + "variablesStatistics": [ + { + "rank": "R1", + "name": "OCount", + "type": "Numerical", + "level": 0.0371335, + "parts": 4, + "values": 43, + "min": 0, + "max": 98, + "mean": 3.51819055, + "stdDev": 3.224470215, + "missingNumber": 0, + "constructionCost": 2.07944, + "preparationCost": 50.1182, + "dataCost": 6218.67 + }, + { + "rank": "R2", + "name": "SCount", + "type": "Numerical", + "level": 0.0234403, + "parts": 3, + "values": 13, + "min": 0, + "max": 21, + "mean": 0.455501675, + "stdDev": 0.8928756451, + "missingNumber": 0, + "constructionCost": 2.07944, + "preparationCost": 34.6147, + "dataCost": 6323.35 + }, + { + "rank": "R3", + "name": "CAS_RN", + "type": "Categorical", + "level": 0, + "parts": 1, + "values": 6706, + "mode": "999-99-9", + "modeFrequency": 35911, + "constructionCost": 0.693147, + "preparationCost": 10.6617, + "dataCost": 6501.35 + } + ], + "variablesDetailedStatistics": { + "R1": { + "dataGrid": { + "isSupervised": true, + "dimensions": [ + { + "variable": "OCount", + "type": "Numerical", + "partitionType": "Intervals", + "partition": [ + [0,4.5], + [4.5,8.5], + [8.5,13.5], + [13.5,98] + ] + }, + { + "variable": "Class", + "type": "Categorical", + "partitionType": "Values", + "partition": ["Active","Inactive"] + } + ], + "partTargetFrequencies": [ + [794,30718], + [404,8397], + [178,1598], + [127,471] + ], + "partInterests": [0.188984,0.0497614,0.274278,0.486977] + } + }, + "R2": { + "dataGrid": { + "isSupervised": true, + "dimensions": [ + { + "variable": "SCount", + "type": "Numerical", + "partitionType": "Intervals", + "partition": [ + [0,0.5], + [0.5,1.5], + [1.5,21] + ] + }, + { + "variable": "Class", + "type": "Categorical", + "partitionType": "Values", + "partition": ["Active","Inactive"] + } + ], + "partTargetFrequencies": [ + [789,29088], + [326,8127], + [388,3969] + ], + "partInterests": [0.217995,0.00797242,0.774032] + } + } + } + }, + "bivariatePreparationReport": { + "reportType": "BivariatePreparation", + "summary": { + "dictionary": "T_Molecule", + "variables": { + "types": [ + "Categorical", + "Numerical" + ], + "numbers": [ + 2, + 2 + ] + }, + "database": ".\/S_T_AIDSMolecules.txt", + "samplePercentage": 100, + "samplingMode": "Include sample", + "selectionVariable": "", + "selectionValue": "", + "instances": 42687, + "learningTask": "Classification analysis", + "targetVariable": "Class", + "targetDescriptiveStats": { + "values": 2, + "mode": "Inactive", + "modeFrequency": 41184 + }, + "targetValues": { + "values": ["Active","Inactive"], + "frequencies": [1503,41184] + }, + "evaluatedVariablePairs": 2, + "informativeVariablePairs": 1 + }, + "variablesPairsStatistics": [ + { + "rank": "R1", + "name1": "CAS_RN", + "name2": "SCount", + "deltaLevel": 0.000642869, + "level": 0.0240831, + "level1": 0, + "level2": 0.0234403, + "variables": 1, + "parts1": 1, + "parts2": 4, + "cells": 4, + "constructionCost": 4.23066, + "preparationCost": 45.9377, + "dataCost": 6305.69 + }, + { + "rank": "R2", + "name1": "CAS_RN", + "name2": "OCount", + "deltaLevel": -0.00106709, + "level": 0.0360664, + "level1": 0, + "level2": 0.0371335, + "variables": 1, + "parts1": 1, + "parts2": 4, + "cells": 4, + "constructionCost": 4.23066, + "preparationCost": 54.9166, + "dataCost": 6218.67 + } + ], + "variablesPairsDetailedStatistics": { + "R1": { + "dataGrid": { + "isSupervised": true, + "dimensions": [ + { + "variable": "SCount", + "type": "Numerical", + "partitionType": "Intervals", + "partition": [ + [0,0.5], + [0.5,1.5], + [1.5,2.5], + [2.5,21] + ] + }, + { + "variable": "Target", + "type": "Categorical", + "partitionType": "Values", + "partition": ["Active","Inactive"] + } + ], + "partTargetFrequencies": [ + [789,29088], + [326,8127], + [239,2965], + [149,1004] + ], + "partInterests": [0.200878,0.00734642,0.301545,0.49023] + } + } + } + }, + "khiops_encoding": "ascii" +} diff --git a/test/LearningTest/TestKhiops/Standard/Poub-SideEffect/results.ref/S_s_Preparation2DReport.xls b/test/LearningTest/TestKhiops/Standard/Poub-SideEffect/results.ref/S_s_Preparation2DReport.xls new file mode 100644 index 000000000..a7c509aac --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/Poub-SideEffect/results.ref/S_s_Preparation2DReport.xls @@ -0,0 +1,56 @@ +#Khiops 10.1.5 +Descriptive statistics + + +Problem description +Short description + +Dictionary T_Molecule +Variables + Categorical 2 + Numerical 2 + Total 4 + +Database ./S_T_AIDSMolecules.txt +Sample percentage 100 +Sampling mode Include sample +Selection variable +Selection value +Instances 42687 + +Learning task Classification analysis + +Target variable Categorical Class + +Target variable stats +Value Frequency Coverage +Active 1503 0.0352098 +Inactive 41184 0.96479 + +Evaluated variable pairs 2 +Informative variable pairs 1 + + +Variables pairs statistics + +Rank Name 1 Name 2 DeltaLevel Level Level 1 Level 2 Variables Parts 1 Parts 2 Cells Constr. cost Prep. cost Data cost +R1 CAS_RN SCount 0.000642869 0.0240831 0 0.0234403 1 1 4 4 4.23066 45.9377 6305.69 +R2 CAS_RN OCount -0.00106709 0.0360664 0 0.0371335 1 1 4 4 4.23066 54.9166 6218.67 + + +-------------------------------------------------------------------------------- + +Variables pairs detailed statistics +(Pairs with two jointly informative variables) + + +Rank R1 +Variable Numerical SCount + +% target values +Interval Active Inactive Interest Frequency Coverage +]-inf;0.5] 0.0264083 0.973592 0.200878 29877 0.699909 +]0.5;1.5] 0.0385662 0.961434 0.00734642 8453 0.198023 +]1.5;2.5] 0.0745943 0.925406 0.301545 3204 0.075058 +]2.5;+inf[ 0.129228 0.870772 0.49023 1153 0.0270106 +Total 0.0352098 0.96479 1 42687 1 diff --git a/test/LearningTest/TestKhiops/Standard/Poub-SideEffect/results.ref/S_s_PreparationReport.xls b/test/LearningTest/TestKhiops/Standard/Poub-SideEffect/results.ref/S_s_PreparationReport.xls new file mode 100644 index 000000000..ab5bc1e75 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/Poub-SideEffect/results.ref/S_s_PreparationReport.xls @@ -0,0 +1,83 @@ +#Khiops 10.1.5 +Descriptive statistics + + +Problem description +Short description + +Dictionary T_Molecule +Variables + Categorical 2 + Numerical 2 + Total 4 + +Database ./S_T_AIDSMolecules.txt +Sample percentage 100 +Sampling mode Include sample +Selection variable +Selection value +Instances 42687 + +Learning task Classification analysis + +Target variable Categorical Class + +Target variable stats +Value Frequency Coverage +Active 1503 0.0352098 +Inactive 41184 0.96479 + +Evaluated variables 3 +Informative variables 2 + +Max number of constructed variables 0 +Max number of trees 0 +Max number of variable pairs 100 +Discretization MODL +Value grouping MODL + +Null model + Constr. cost 0.693147 + Prep. cost 10.6617 + Data cost 6501.35 + + +Categorical variables statistics + +Rank Name Level Groups Values Mode Mode coverage Constr. cost Prep. cost Data cost +R3 CAS_RN 0 1 6706 999-99-9 0.841263 0.693147 10.6617 6501.35 + + +Numerical variables statistics + +Rank Name Level Intervals Values Min Max Mean Std dev Missing number Constr. cost Prep. cost Data cost +R1 OCount 0.0371335 4 43 0 98 3.51819055 3.224470215 0 2.07944 50.1182 6218.67 +R2 SCount 0.0234403 3 13 0 21 0.455501675 0.8928756451 0 2.07944 34.6147 6323.35 + + +-------------------------------------------------------------------------------- + +Variables detailed statistics + + +Rank R1 +Variable Numerical OCount + +% target values +Interval Active Inactive Interest Frequency Coverage +]-inf;4.5] 0.0251968 0.974803 0.188984 31512 0.738211 +]4.5;8.5] 0.0459039 0.954096 0.0497614 8801 0.206175 +]8.5;13.5] 0.100225 0.899775 0.274278 1776 0.0416052 +]13.5;+inf[ 0.212375 0.787625 0.486977 598 0.0140089 +Total 0.0352098 0.96479 1 42687 1 + +---------------------------------------------- +Rank R2 +Variable Numerical SCount + +% target values +Interval Active Inactive Interest Frequency Coverage +]-inf;0.5] 0.0264083 0.973592 0.217995 29877 0.699909 +]0.5;1.5] 0.0385662 0.961434 0.00797242 8453 0.198023 +]1.5;+inf[ 0.0890521 0.910948 0.774032 4357 0.102069 +Total 0.0352098 0.96479 1 42687 1 diff --git a/test/LearningTest/TestKhiops/Standard/Poub-SideEffect/results.ref/S_u_AllReports.khj b/test/LearningTest/TestKhiops/Standard/Poub-SideEffect/results.ref/S_u_AllReports.khj new file mode 100644 index 000000000..e1efad603 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/Poub-SideEffect/results.ref/S_u_AllReports.khj @@ -0,0 +1,324 @@ +{ + "tool": "Khiops", + "version": "10.1.5", + "shortDescription": "", + "preparationReport": { + "reportType": "Preparation", + "summary": { + "dictionary": "T_Molecule", + "variables": { + "types": [ + "Categorical", + "Numerical" + ], + "numbers": [ + 2, + 2 + ] + }, + "database": ".\/S_T_AIDSMolecules.txt", + "samplePercentage": 100, + "samplingMode": "Include sample", + "selectionVariable": "", + "selectionValue": "", + "instances": 42687, + "learningTask": "Unsupervised analysis", + "evaluatedVariables": 4, + "featureEngineering": { + "maxNumberOfConstructedVariables": 0, + "maxNumberOfTrees": 0, + "maxNumberOfVariablePairs": 100 + }, + "discretization": "EqualWidth", + "valueGrouping": "BasicGrouping" + }, + "variablesStatistics": [ + { + "rank": "R1", + "name": "CAS_RN", + "type": "Categorical", + "values": 6706, + "mode": "999-99-9", + "modeFrequency": 35911, + "constructionCost": 2.07944 + }, + { + "rank": "R2", + "name": "Class", + "type": "Categorical", + "values": 2, + "mode": "Inactive", + "modeFrequency": 41184, + "constructionCost": 2.07944 + }, + { + "rank": "R3", + "name": "OCount", + "type": "Numerical", + "values": 43, + "min": 0, + "max": 98, + "mean": 3.51819055, + "stdDev": 3.224470215, + "missingNumber": 0, + "constructionCost": 2.07944 + }, + { + "rank": "R4", + "name": "SCount", + "type": "Numerical", + "values": 13, + "min": 0, + "max": 21, + "mean": 0.455501675, + "stdDev": 0.8928756451, + "missingNumber": 0, + "constructionCost": 2.07944 + } + ], + "variablesDetailedStatistics": { + "R1": { + "dataGrid": { + "isSupervised": false, + "dimensions": [ + { + "variable": "CAS_RN", + "type": "Categorical", + "partitionType": "Value groups", + "partition": [ + ["999-99-9"], + ["122-16-7"], + ["119-80-2"], + ["596-51-0"], + ["6202-23-9"], + ["102647-16-5"], + ["10488-36-5"], + ["105-65-7"], + ["1119-34-2"], + ["115-33-3"] + ], + "defaultGroupIndex": 1 + } + ], + "frequencies": [35911,6757,3,3,3,2,2,2,2,2] + }, + "inputValues": { + "values": ["999-99-9","119-80-2","596-51-0","6202-23-9","102647-16-5","10488-36-5","105-65-7","1119-34-2","115-33-3","122-16-7","1222-61-3","137-26-8","140-40-9","147-93-3","148-79-8","1519-46-6","1698-53-9","1731-61-9","1779-81-3","18883-66-4","1910-68-5","23344-16-3","23344-17-4","24316-19-6","2525-35-1","274-87-3","315-30-0","32164-26-4","32418-97-6","327-97-9","338-98-7","3445-76-9","3626-36-6","364-98-7","37344-00-6","3930-19-6","4454-18-6","469-59-0","480-41-1","4807-55-0","5325-76-8","5335-58-0","5343-00-0","5343-80-6","537-91-7","5392-32-5","5395-50-6","5396-28-1","54-95-5","540-92-1","556-90-1","5579-27-1","57-83-0","57460-54-5","60-32-2","6147-11-1","62-68-0","6293-53-4","633-59-0","6624-43-7","7761-45-7","81-21-0","894-71-3","90-33-5","9003-39-8","915-67-3","92853-19-5","962-02-7","963-39-3","100-32-3"," * "], + "frequencies": [35911,3,3,3,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,1,6636] + } + }, + "R2": { + "dataGrid": { + "isSupervised": false, + "dimensions": [ + { + "variable": "Class", + "type": "Categorical", + "partitionType": "Value groups", + "partition": [ + ["Inactive"], + ["Active"] + ], + "defaultGroupIndex": 1 + } + ], + "frequencies": [41184,1503] + }, + "inputValues": { + "values": ["Inactive","Active"], + "frequencies": [41184,1503] + } + }, + "R3": { + "dataGrid": { + "isSupervised": false, + "dimensions": [ + { + "variable": "OCount", + "type": "Numerical", + "partitionType": "Intervals", + "partition": [ + [0,9.5], + [9.5,19.5], + [19.5,29.5], + [29.5,39.5], + [39.5,58], + [58,77], + [77,87.5], + [87.5,98] + ] + } + ], + "frequencies": [40816,1723,121,17,4,2,1,3] + } + }, + "R4": { + "dataGrid": { + "isSupervised": false, + "dimensions": [ + { + "variable": "SCount", + "type": "Numerical", + "partitionType": "Intervals", + "partition": [ + [0,2.5], + [2.5,4.5], + [4.5,6.5], + [6.5,9], + [9,11], + [11,13], + [13,17.5], + [17.5,21] + ] + } + ], + "frequencies": [41534,965,141,33,2,6,1,5] + } + } + } + }, + "bivariatePreparationReport": { + "reportType": "BivariatePreparation", + "summary": { + "dictionary": "T_Molecule", + "variables": { + "types": [ + "Categorical", + "Numerical" + ], + "numbers": [ + 2, + 2 + ] + }, + "database": ".\/S_T_AIDSMolecules.txt", + "samplePercentage": 100, + "samplingMode": "Include sample", + "selectionVariable": "", + "selectionValue": "", + "instances": 42687, + "learningTask": "Unsupervised analysis", + "evaluatedVariablePairs": 3, + "informativeVariablePairs": 2 + }, + "variablesPairsStatistics": [ + { + "rank": "R1", + "name1": "CAS_RN", + "name2": "OCount", + "level": 0.0205139, + "variables": 2, + "parts1": 3, + "parts2": 3, + "cells": 7, + "constructionCost": 4.51834, + "preparationCost": 9431.77, + "dataCost": 483901 + }, + { + "rank": "R2", + "name1": "CAS_RN", + "name2": "SCount", + "level": 0.020339, + "variables": 2, + "parts1": 3, + "parts2": 2, + "cells": 5, + "constructionCost": 4.51834, + "preparationCost": 9404.91, + "dataCost": 484016 + }, + { + "rank": "R3", + "name1": "CAS_RN", + "name2": "Class", + "level": 0, + "variables": 0, + "parts1": 1, + "parts2": 1, + "cells": 1, + "constructionCost": 3.13205, + "preparationCost": 9376.16, + "dataCost": 78136.3 + } + ], + "variablesPairsDetailedStatistics": { + "R1": { + "dataGrid": { + "isSupervised": false, + "dimensions": [ + { + "variable": "CAS_RN", + "type": "Categorical", + "partitionType": "Value groups", + "partition": [ + ["999-99-9"], + ["119-80-2"], + ["3445-76-9"] + ], + "defaultGroupIndex": 1 + }, + { + "variable": "OCount", + "type": "Numerical", + "partitionType": "Intervals", + "partition": [ + [0,0.5], + [0.5,2.5], + [2.5,98] + ] + } + ], + "cellIds": ["C1","C2","C3","C4","C5","C7","C8"], + "cellPartIndexes": [ + [0,0], + [1,0], + [2,0], + [0,1], + [1,1], + [0,2], + [1,2] + ], + "cellFrequencies": [3457,1101,2,11635,2310,20819,3363] + } + }, + "R2": { + "dataGrid": { + "isSupervised": false, + "dimensions": [ + { + "variable": "CAS_RN", + "type": "Categorical", + "partitionType": "Value groups", + "partition": [ + ["999-99-9"], + ["119-80-2"], + ["537-91-7"] + ], + "defaultGroupIndex": 1 + }, + { + "variable": "SCount", + "type": "Numerical", + "partitionType": "Intervals", + "partition": [ + [0,1.5], + [1.5,21] + ] + } + ], + "cellIds": ["C1","C2","C4","C5","C6"], + "cellPartIndexes": [ + [0,0], + [1,0], + [0,1], + [1,1], + [2,1] + ], + "cellFrequencies": [32436,5894,3475,880,2] + } + } + } + }, + "khiops_encoding": "ascii" +} diff --git a/test/LearningTest/TestKhiops/Standard/Poub-SideEffect/results.ref/S_u_Preparation2DReport.xls b/test/LearningTest/TestKhiops/Standard/Poub-SideEffect/results.ref/S_u_Preparation2DReport.xls new file mode 100644 index 000000000..c0df67e87 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/Poub-SideEffect/results.ref/S_u_Preparation2DReport.xls @@ -0,0 +1,113 @@ +#Khiops 10.1.5 +Descriptive statistics + + +Problem description +Short description + +Dictionary T_Molecule +Variables + Categorical 2 + Numerical 2 + Total 4 + +Database ./S_T_AIDSMolecules.txt +Sample percentage 100 +Sampling mode Include sample +Selection variable +Selection value +Instances 42687 + +Learning task Unsupervised analysis + +Evaluated variable pairs 3 +Informative variable pairs 2 + + +Variables pairs statistics + +Rank Name 1 Name 2 Level Variables Parts 1 Parts 2 Cells Constr. cost Prep. cost Data cost +R1 CAS_RN OCount 0.0205139 2 3 3 7 4.51834 9431.77 483901 +R2 CAS_RN SCount 0.020339 2 3 2 5 4.51834 9404.91 484016 +R3 CAS_RN Class 0 0 1 1 1 3.13205 9376.16 78136.3 + + +-------------------------------------------------------------------------------- + +Variables pairs detailed statistics +(Pairs with two jointly informative variables) + + +Rank R1 +Variables + Type Name + Categorical CAS_RN + Numerical OCount + +Variables stats +CAS_RN +Group Frequency Coverage Size Value list +{999-99-9} 35911 0.841263 1 999-99-9 +{119-80-2} 6774 0.15869 6704 119-80-2 * +{3445-76-9} 2 4.68527e-05 1 3445-76-9 +OCount +Interval Frequency Coverage +]-inf;0.5] 4560 0.106824 +]0.5;2.5] 13945 0.32668 +]2.5;+inf[ 24182 0.566496 + +Cell frequencies + OCount +CAS_RN ]-inf;0.5] ]0.5;2.5] ]2.5;+inf[ Total Coverage +{999-99-9} 3457 11635 20819 35911 0.841263 +{119-80-2} 1101 2310 3363 6774 0.15869 +{3445-76-9} 2 0 0 2 4.68527e-05 +Total 4560 13945 24182 42687 +Coverage 0.106824 0.32668 0.566496 + +Cells 7 +Cell Id CAS_RN OCount Frequency Coverage +C7 {999-99-9} ]2.5;+inf[ 20819 0.487713 +C4 {999-99-9} ]0.5;2.5] 11635 0.272565 +C1 {999-99-9} ]-inf;0.5] 3457 0.0809848 +C8 {119-80-2} ]2.5;+inf[ 3363 0.0787828 +C5 {119-80-2} ]0.5;2.5] 2310 0.0541148 +C2 {119-80-2} ]-inf;0.5] 1101 0.0257924 +C3 {3445-76-9} ]-inf;0.5] 2 4.68527e-05 + Total 42687 1 + +---------------------------------------------- +Rank R2 +Variables + Type Name + Categorical CAS_RN + Numerical SCount + +Variables stats +CAS_RN +Group Frequency Coverage Size Value list +{999-99-9} 35911 0.841263 1 999-99-9 +{119-80-2} 6774 0.15869 6704 119-80-2 * +{537-91-7} 2 4.68527e-05 1 537-91-7 +SCount +Interval Frequency Coverage +]-inf;1.5] 38330 0.897931 +]1.5;+inf[ 4357 0.102069 + +Cell frequencies + SCount +CAS_RN ]-inf;1.5] ]1.5;+inf[ Total Coverage +{999-99-9} 32436 3475 35911 0.841263 +{119-80-2} 5894 880 6774 0.15869 +{537-91-7} 0 2 2 4.68527e-05 +Total 38330 4357 42687 +Coverage 0.897931 0.102069 + +Cells 5 +Cell Id CAS_RN SCount Frequency Coverage +C1 {999-99-9} ]-inf;1.5] 32436 0.759857 +C2 {119-80-2} ]-inf;1.5] 5894 0.138075 +C4 {999-99-9} ]1.5;+inf[ 3475 0.0814065 +C5 {119-80-2} ]1.5;+inf[ 880 0.0206152 +C6 {537-91-7} ]1.5;+inf[ 2 4.68527e-05 + Total 42687 1 diff --git a/test/LearningTest/TestKhiops/Standard/Poub-SideEffect/results.ref/S_u_PreparationReport.xls b/test/LearningTest/TestKhiops/Standard/Poub-SideEffect/results.ref/S_u_PreparationReport.xls new file mode 100644 index 000000000..0c3709827 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/Poub-SideEffect/results.ref/S_u_PreparationReport.xls @@ -0,0 +1,187 @@ +#Khiops 10.1.5 +Descriptive statistics + + +Problem description +Short description + +Dictionary T_Molecule +Variables + Categorical 2 + Numerical 2 + Total 4 + +Database ./S_T_AIDSMolecules.txt +Sample percentage 100 +Sampling mode Include sample +Selection variable +Selection value +Instances 42687 + +Learning task Unsupervised analysis + +Evaluated variables 4 + +Max number of constructed variables 0 +Max number of trees 0 +Max number of variable pairs 100 +Discretization EqualWidth +Value grouping BasicGrouping + + +Categorical variables statistics + +Rank Name Values Mode Mode coverage Constr. cost +R1 CAS_RN 6706 999-99-9 0.841263 2.07944 +R2 Class 2 Inactive 0.96479 2.07944 + + +Numerical variables statistics + +Rank Name Values Min Max Mean Std dev Missing number Constr. cost +R3 OCount 43 0 98 3.51819055 3.224470215 0 2.07944 +R4 SCount 13 0 21 0.455501675 0.8928756451 0 2.07944 + + +-------------------------------------------------------------------------------- + +Variables detailed statistics + + +Rank R1 +Variable Categorical CAS_RN + +Variable stats +Group Frequency Coverage Size Value list +{999-99-9} 35911 0.841263 1 999-99-9 +{122-16-7} 6757 0.158292 6697 122-16-7 * +{119-80-2} 3 7.0279e-05 1 119-80-2 +{596-51-0} 3 7.0279e-05 1 596-51-0 +{6202-23-9} 3 7.0279e-05 1 6202-23-9 +{102647-16-5} 2 4.68527e-05 1 102647-16-5 +{10488-36-5} 2 4.68527e-05 1 10488-36-5 +{105-65-7} 2 4.68527e-05 1 105-65-7 +{1119-34-2} 2 4.68527e-05 1 1119-34-2 +{115-33-3} 2 4.68527e-05 1 115-33-3 + + +Values +Value Frequency Coverage +999-99-9 35911 0.841263 +119-80-2 3 7.0279e-05 +596-51-0 3 7.0279e-05 +6202-23-9 3 7.0279e-05 +102647-16-5 2 4.68527e-05 +10488-36-5 2 4.68527e-05 +105-65-7 2 4.68527e-05 +1119-34-2 2 4.68527e-05 +115-33-3 2 4.68527e-05 +122-16-7 2 4.68527e-05 +1222-61-3 2 4.68527e-05 +137-26-8 2 4.68527e-05 +140-40-9 2 4.68527e-05 +147-93-3 2 4.68527e-05 +148-79-8 2 4.68527e-05 +1519-46-6 2 4.68527e-05 +1698-53-9 2 4.68527e-05 +1731-61-9 2 4.68527e-05 +1779-81-3 2 4.68527e-05 +18883-66-4 2 4.68527e-05 +1910-68-5 2 4.68527e-05 +23344-16-3 2 4.68527e-05 +23344-17-4 2 4.68527e-05 +24316-19-6 2 4.68527e-05 +2525-35-1 2 4.68527e-05 +274-87-3 2 4.68527e-05 +315-30-0 2 4.68527e-05 +32164-26-4 2 4.68527e-05 +32418-97-6 2 4.68527e-05 +327-97-9 2 4.68527e-05 +338-98-7 2 4.68527e-05 +3445-76-9 2 4.68527e-05 +3626-36-6 2 4.68527e-05 +364-98-7 2 4.68527e-05 +37344-00-6 2 4.68527e-05 +3930-19-6 2 4.68527e-05 +4454-18-6 2 4.68527e-05 +469-59-0 2 4.68527e-05 +480-41-1 2 4.68527e-05 +4807-55-0 2 4.68527e-05 +5325-76-8 2 4.68527e-05 +5335-58-0 2 4.68527e-05 +5343-00-0 2 4.68527e-05 +5343-80-6 2 4.68527e-05 +537-91-7 2 4.68527e-05 +5392-32-5 2 4.68527e-05 +5395-50-6 2 4.68527e-05 +5396-28-1 2 4.68527e-05 +54-95-5 2 4.68527e-05 +540-92-1 2 4.68527e-05 +556-90-1 2 4.68527e-05 +5579-27-1 2 4.68527e-05 +57-83-0 2 4.68527e-05 +57460-54-5 2 4.68527e-05 +60-32-2 2 4.68527e-05 +6147-11-1 2 4.68527e-05 +62-68-0 2 4.68527e-05 +6293-53-4 2 4.68527e-05 +633-59-0 2 4.68527e-05 +6624-43-7 2 4.68527e-05 +7761-45-7 2 4.68527e-05 +81-21-0 2 4.68527e-05 +894-71-3 2 4.68527e-05 +90-33-5 2 4.68527e-05 +9003-39-8 2 4.68527e-05 +915-67-3 2 4.68527e-05 +92853-19-5 2 4.68527e-05 +962-02-7 2 4.68527e-05 +963-39-3 2 4.68527e-05 +100-32-3 1 2.34263e-05 +... + +---------------------------------------------- +Rank R2 +Variable Categorical Class + +Variable stats +Group Frequency Coverage Size Value list +{Inactive} 41184 0.96479 1 Inactive +{Active} 1503 0.0352098 1 Active * + + +Values +Value Frequency Coverage +Inactive 41184 0.96479 +Active 1503 0.0352098 + +---------------------------------------------- +Rank R3 +Variable Numerical OCount + +Variable stats +Interval Frequency Coverage +]-inf;9.5] 40816 0.956169 +]9.5;19.5] 1723 0.0403636 +]19.5;29.5] 121 0.00283459 +]29.5;39.5] 17 0.000398248 +]39.5;58] 4 9.37053e-05 +]58;77] 2 4.68527e-05 +]77;87.5] 1 2.34263e-05 +]87.5;+inf[ 3 7.0279e-05 + + +---------------------------------------------- +Rank R4 +Variable Numerical SCount + +Variable stats +Interval Frequency Coverage +]-inf;2.5] 41534 0.972989 +]2.5;4.5] 965 0.0226064 +]4.5;6.5] 141 0.00330311 +]6.5;9] 33 0.000773069 +]9;11] 2 4.68527e-05 +]11;13] 6 0.000140558 +]13;17.5] 1 2.34263e-05 +]17.5;+inf[ 5 0.000117132 + diff --git a/test/LearningTest/TestKhiops/Standard/Poub-SideEffect/results.ref/err.txt b/test/LearningTest/TestKhiops/Standard/Poub-SideEffect/results.ref/err.txt new file mode 100644 index 000000000..91f7f9cf6 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/Poub-SideEffect/results.ref/err.txt @@ -0,0 +1,24 @@ +Train supervised model for classification of target variable Class +Database ./D_T_AIDSMolecules.txt: Read records: 42,687 +Evaluation of variable pairs +Data preparation time: 0:00:00.38 +Write report ./results\D_s_AllReports.khj + +Train unsupervised model +Database ./D_T_AIDSMolecules.txt: Read records: 42,687 +Evaluation of variable pairs +Data preparation time: 0:00:00.76 +Write report ./results\D_u_AllReports.khj + +Train supervised model for classification of target variable Class +Database ./S_T_AIDSMolecules.txt: Read records: 42,687 +Evaluation of variable pairs +Data preparation time: 0:00:00.45 +Write report ./results\S_s_AllReports.khj + +Train unsupervised model +Database ./S_T_AIDSMolecules.txt: Read records: 42,687 +Evaluation of variable pairs +Data preparation time: 0:00:00.79 +Write report ./results\S_u_AllReports.khj + diff --git a/test/LearningTest/TestKhiops/Standard/Poub-SideEffect/results.ref/time.log b/test/LearningTest/TestKhiops/Standard/Poub-SideEffect/results.ref/time.log new file mode 100644 index 000000000..fc5733072 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/Poub-SideEffect/results.ref/time.log @@ -0,0 +1 @@ +Overal time: 2.8477790355682373 diff --git a/test/LearningTest/TestKhiops/Standard/Poub-SideEffect/test.prm b/test/LearningTest/TestKhiops/Standard/Poub-SideEffect/test.prm new file mode 100644 index 000000000..aca6a2180 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/Poub-SideEffect/test.prm @@ -0,0 +1,80 @@ +// Wed Apr 15 18:02:49 2009 +// MODL.exe +// Output command file +// +//This file contains recorded commands, that can be replayed. +//Commands are based on user interactions: +// field update +// list index selection +// menu action +//Every command can be commented, using //. +//For example, commenting the last Exit command will allow other +//user interactions, after the commands have been replayed. +// +// + +// -> Data preparation and scoring +ClassManagement.OpenFile // Open... +// -> Open +ClassFileName ./D_T_AIDSAtomCounts.kdic // Dictionary file +OK // Open + +ClassManagement.ClassName T_Molecule // Dictionary + +TrainDatabase.DatabaseFiles.List.Key T_Molecule // List item selection +TrainDatabase.DatabaseFiles.DataTableName ./D_T_AIDSMolecules.txt // Data table file + +TrainDatabase.SampleNumberPercentage 100 // Sample percentage +TrainDatabase.TestDatabaseSpecificationMode None // Test database + +AnalysisSpec.PredictorsSpec.SelectiveNaiveBayesPredictor false // Predicteur Bayesien Naif Selectif + +AnalysisSpec.PredictorsSpec.ConstructionSpec.MaxAttributePairNumber 1000 // Max number of pairs of variables +AnalysisSpec.PredictorsSpec.ConstructionSpec.MaxAttributePairNumber 100 // Max number of pairs of variables + +AnalysisSpec.PredictorsSpec.AdvancedSpec.InspectAttributePairsParameters // Variable pairs parameters +// -> Variable pairs parameters +AllAttributePairs false // All pairs +SpecificAttributePairs.InsertItemAfter // Insert pair +SpecificAttributePairs.FirstName CAS_RN // First name +Exit // Close +// <- Variable pairs parameters + + +AnalysisResults.ResultFilesDirectory ./results // Result files directory + +AnalysisSpec.TargetAttributeName Class // Target variable +AnalysisResults.ResultFilesPrefix D_s_ // Result files prefix +AnalysisSpec.PredictorsSpec.ConstructionSpec.MaxTreeNumber 0 // Max Tree number +AnalysisSpec.PredictorsSpec.ConstructionSpec.MaxConstructedAttributeNumber 0 // Max number of constructed variables +ComputeStats // Analyse database + +AnalysisSpec.TargetAttributeName // Target variable +AnalysisResults.ResultFilesPrefix D_u_ // Result files prefix +ComputeStats // Analyse database + + + +ClassManagement.OpenFile // Open... +// -> Open +ClassFileName ./S_T_AIDSAtomCounts.kdic // Dictionary file +OK // Open + +TrainDatabase.DatabaseFiles.List.Key T_Molecule // List item selection +TrainDatabase.DatabaseFiles.DataTableName ./S_T_AIDSMolecules.txt // Data table file + +AnalysisSpec.TargetAttributeName Class // Target variable +AnalysisResults.ResultFilesPrefix S_s_ // Result files prefix +ComputeStats // Analyse database + +AnalysisSpec.TargetAttributeName // Target variable +AnalysisResults.ResultFilesPrefix S_u_ // Result files prefix +ComputeStats // Analyse database + +Exit // Close +// <- MultiTable Data preparation and scoring + + +// -> MultiTable Data preparation and scoring +OK // Close +// <- MultiTable Data preparation and scoring diff --git a/test/LearningTest/TestKhiops/Standard/Preparation2D/Adult.kdic b/test/LearningTest/TestKhiops/Standard/Preparation2D/Adult.kdic new file mode 100644 index 000000000..bf8118f5c --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/Preparation2D/Adult.kdic @@ -0,0 +1,20 @@ + +Dictionary Adult +{ +Unused Numerical Label ; + Numerical age ; + Categorical workclass ; +Unused Numerical fnlwgt ; + Categorical education ; + Numerical education_num ; + Categorical marital_status ; + Categorical occupation ; + Categorical relationship ; + Categorical race ; + Categorical sex ; + Numerical capital_gain ; + Numerical capital_loss ; + Numerical hours_per_week ; + Categorical native_country ; + Categorical class ; +}; diff --git a/test/LearningTest/TestKhiops/Standard/Preparation2D/results.ref/AllReports.khj b/test/LearningTest/TestKhiops/Standard/Preparation2D/results.ref/AllReports.khj new file mode 100644 index 000000000..177249d44 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/Preparation2D/results.ref/AllReports.khj @@ -0,0 +1,10013 @@ +{ + "tool": "Khiops", + "version": "10.1.5", + "shortDescription": "", + "preparationReport": { + "reportType": "Preparation", + "summary": { + "dictionary": "Adult", + "variables": { + "types": [ + "Categorical", + "Numerical" + ], + "numbers": [ + 9, + 5 + ] + }, + "database": "..\/..\/..\/datasets\/Adult\/Adult.txt", + "samplePercentage": 70, + "samplingMode": "Include sample", + "selectionVariable": "", + "selectionValue": "", + "instances": 34291, + "learningTask": "Classification analysis", + "targetVariable": "class", + "mainTargetValue": "more", + "targetDescriptiveStats": { + "values": 2, + "mode": "less", + "modeFrequency": 26117 + }, + "targetValues": 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+Dictionary Adult +Variables + Categorical 9 + Numerical 5 + Total 14 + +Database ../../../datasets/Adult/Adult.txt +Sample percentage 70 +Sampling mode Include sample +Selection variable +Selection value +Instances 34291 + +Learning task Classification analysis + +Target variable Categorical class +Main target value more + +Target variable stats +Value Frequency Coverage +less 26117 0.761628 +more 8174 0.238372 + +Evaluated variable pairs 78 +Informative variable pairs 4 + + +Variables pairs statistics + +Rank Name 1 Name 2 DeltaLevel Level Level 1 Level 2 Variables Parts 1 Parts 2 Cells Constr. cost Prep. cost Data cost +R01 capital_gain capital_loss 0.00599832 0.199344 0.139683 0.0536624 2 20 16 35 9.51471 361.26 14712.2 +R02 occupation sex 0.000377436 0.137137 0.0901147 0.0466446 2 6 2 12 9.51471 121.475 16123.9 +R03 native_country sex 0.000275198 0.0534452 0.00652542 0.0466446 2 3 2 6 9.51471 88.877 17733.1 +R04 marital_status native_country 3.7093e-05 0.20443 0.197867 0.00652542 2 3 2 6 9.51471 83.1873 14894.5 +R05 native_country race -0.000299139 0.0164559 0.00652542 0.0102296 2 3 2 6 9.51471 87.4141 18431.4 +R06 race workclass -0.000390512 0.0323316 0.0102296 0.0224925 2 2 4 8 9.51471 72.9115 18146.8 +R07 native_country workclass -0.000667422 0.0283505 0.00652542 0.0224925 2 4 4 16 9.51471 144.181 18150.5 +R08 native_country relationship -0.000885726 0.213788 0.00652542 0.208149 2 2 4 8 9.51471 96.1368 14705.2 +R09 age race -0.000954872 0.127209 0.117934 0.0102296 2 11 2 22 9.51471 176.979 16255.4 +R10 education_num sex -0.00118094 0.158037 0.112573 0.0466446 2 7 2 14 9.51471 126.129 15725.5 +R11 education sex -0.00119486 0.157488 0.112038 0.0466446 2 7 2 14 9.51471 136.468 15725.5 +R12 capital_loss native_country -0.00132042 0.0588674 0.0536624 0.00652542 2 16 2 24 9.51471 212.451 17507.4 +R13 capital_loss race -0.00188965 0.0620024 0.0536624 0.0102296 2 16 2 32 9.51471 208.313 17452.5 +R14 capital_gain native_country -0.00189917 0.144309 0.139683 0.00652542 2 20 2 34 9.51471 256.213 15854 +R15 capital_gain race -0.00262589 0.147287 0.139683 0.0102296 2 20 2 38 9.51471 252.665 15801.5 +R16 age native_country -0.00307601 0.121384 0.117934 0.00652542 2 9 2 18 9.51471 200.356 16341.8 +R17 hours_per_week native_country -0.00309068 0.0751717 0.071737 0.00652542 2 6 2 12 9.51471 146.109 17266.6 +R18 hours_per_week race -0.00394562 0.078021 0.071737 0.0102296 2 6 2 12 9.51471 110.711 17248.3 +R19 race sex -0.00424271 0.0526315 0.0102296 0.0466446 2 2 2 4 9.51471 42.4596 17794.9 +R20 capital_loss workclass -0.00435799 0.0717969 0.0536624 0.0224925 2 16 4 56 9.51471 271.824 17204.4 +R21 sex workclass -0.00466523 0.0644718 0.0466446 0.0224925 2 2 5 10 9.51471 86.9788 17527.3 +R22 occupation race -0.00513642 0.0952079 0.0901147 0.0102296 2 7 2 14 9.51471 133.071 16902.2 +R23 native_country occupation -0.00525441 0.0913857 0.00652542 0.0901147 2 3 6 18 9.51471 179.757 16927.5 +R24 capital_loss sex -0.00541636 0.0948906 0.0536624 0.0466446 2 16 2 31 9.51471 216.33 16824.9 +R25 education race -0.00560463 0.116663 0.112038 0.0102296 2 7 2 14 9.51471 133.081 16498 +R26 education native_country -0.00564472 0.112919 0.112038 0.00652542 2 7 2 14 9.51471 148.289 16553.3 +R27 education_num race -0.00653844 0.116264 0.112573 0.0102296 2 7 2 14 9.51471 140.595 16498 +R28 hours_per_week workclass -0.00654998 0.0876795 0.071737 0.0224925 2 5 5 25 9.51471 180.977 16996.1 +R29 occupation workclass -0.00687659 0.105731 0.0901147 0.0224925 2 8 4 32 9.51471 228.808 16608.2 +R30 education_num native_country -0.00700262 0.112096 0.112573 0.00652542 2 7 2 14 9.51471 120.174 16596.9 +R31 marital_status race -0.00816695 0.19993 0.197867 0.0102296 2 3 2 6 9.51471 64.5589 14997.9 +R32 capital_gain sex -0.00828073 0.178047 0.139683 0.0466446 2 20 2 40 9.51471 263.926 15210.8 +R33 race relationship -0.00865185 0.209727 0.0102296 0.208149 2 2 4 8 9.51471 78.3678 14799.5 +R34 capital_gain workclass -0.00919947 0.152976 0.139683 0.0224925 2 20 3 58 9.51471 314.611 15632.4 +R35 education marital_status -0.00937213 0.300533 0.112038 0.197867 2 7 3 21 9.51471 187.035 12980.2 +R36 marital_status workclass -0.00980888 0.210551 0.197867 0.0224925 2 3 4 12 9.51471 108.224 14754.2 +R37 age sex -0.010171 0.154408 0.117934 0.0466446 2 11 2 22 9.51471 184.143 15735.9 +R38 education_num marital_status -0.0103029 0.300137 0.112573 0.197867 2 6 3 18 9.51471 170.419 13004.3 +R39 education workclass -0.010745 0.123786 0.112038 0.0224925 2 7 5 35 9.51471 245.139 16251.8 +R40 capital_loss hours_per_week -0.0108754 0.114524 0.0536624 0.071737 2 16 3 46 9.51471 267.74 16403.6 +R41 relationship workclass -0.011046 0.219595 0.208149 0.0224925 2 4 4 16 9.51471 130.568 14561.4 +R42 education_num workclass -0.0119531 0.123112 0.112573 0.0224925 2 6 4 24 9.51471 194.351 16315.2 +R43 age capital_loss -0.013119 0.158478 0.117934 0.0536624 2 6 16 85 9.51471 361.627 15481.7 +R44 age workclass -0.0136189 0.126808 0.117934 0.0224925 2 10 3 30 9.51471 190.02 16249.9 +R45 capital_loss occupation -0.0138689 0.129908 0.0536624 0.0901147 2 15 5 74 9.51471 335.839 16045.7 +R46 capital_loss marital_status -0.0150985 0.236431 0.0536624 0.197867 2 9 3 22 9.51471 162.235 14212.6 +R47 capital_loss education -0.0160563 0.149644 0.0536624 0.112038 2 16 6 86 9.51471 360.6 15649.2 +R48 capital_loss relationship -0.0166038 0.245207 0.0536624 0.208149 2 9 4 29 9.51471 179.457 14030 +R49 capital_loss education_num -0.0171548 0.149081 0.0536624 0.112573 2 16 6 86 9.51471 371.218 15649.2 +R50 marital_status occupation -0.0171853 0.270797 0.197867 0.0901147 2 3 7 21 9.51471 187.7 13539.7 +R51 education relationship -0.0189616 0.301225 0.112038 0.208149 2 6 3 18 9.51471 163.389 12990.8 +R52 capital_gain hours_per_week -0.0194368 0.191983 0.139683 0.071737 2 16 3 47 9.51471 285.806 14926.4 +R53 education_num relationship -0.0196912 0.301031 0.112573 0.208149 2 6 3 18 9.51471 167.058 12990.8 +R54 hours_per_week sex -0.0202779 0.0981036 0.071737 0.0466446 2 6 2 12 9.51471 113.076 16867.6 +R55 occupation relationship -0.0212879 0.276976 0.0901147 0.208149 2 6 3 18 9.51471 166.948 13444.1 +R56 age occupation -0.0233646 0.184684 0.117934 0.0901147 2 6 6 36 9.51471 299.269 15050.4 +R57 capital_gain marital_status -0.0237363 0.313814 0.139683 0.197867 2 16 3 39 9.51471 259.315 12657.8 +R58 hours_per_week occupation -0.024707 0.137145 0.071737 0.0901147 2 4 7 28 9.51471 230.902 16014.3 +R59 capital_gain occupation -0.024861 0.204937 0.139683 0.0901147 2 16 5 78 9.51471 372.385 14595.8 +R60 capital_gain relationship -0.0262757 0.321556 0.139683 0.208149 2 15 4 50 9.51471 278.433 12492.8 +R61 education hours_per_week -0.0264463 0.157329 0.112038 0.071737 2 7 4 28 9.51471 227.555 15637.4 +R62 age education_num -0.0267106 0.203797 0.117934 0.112573 2 7 5 34 9.51471 255.714 14733.9 +R63 education_num hours_per_week -0.0268167 0.157493 0.112573 0.071737 2 7 4 28 9.51471 220.619 15641.3 +R64 age capital_gain -0.0274122 0.230205 0.117934 0.139683 2 6 15 77 9.51471 336.568 14155.6 +R65 age education -0.0279706 0.202002 0.117934 0.112038 2 7 5 34 9.51471 293.272 14730.2 +R66 capital_gain education -0.0328773 0.218844 0.139683 0.112038 2 14 6 78 9.51471 362.394 14343.8 +R67 capital_gain education_num -0.0339162 0.21834 0.139683 0.112573 2 11 6 66 9.51471 304.982 14410.7 +R68 hours_per_week marital_status -0.0343803 0.235224 0.071737 0.197867 2 5 3 15 9.51471 127.4 14270.2 +R69 age hours_per_week -0.0348037 0.154867 0.117934 0.071737 2 7 5 35 9.51471 254.215 15657.1 +R70 hours_per_week relationship -0.0387231 0.241163 0.071737 0.208149 2 5 4 20 9.51471 160.001 14125.7 +R71 marital_status sex -0.0427296 0.201782 0.197867 0.0466446 2 4 2 8 9.51471 76.9743 14950.6 +R72 relationship sex -0.0441388 0.210655 0.208149 0.0466446 2 4 2 8 9.51471 76.0253 14784.4 +R73 education occupation -0.050135 0.152018 0.112038 0.0901147 2 6 5 30 9.51471 236.907 15728.1 +R74 education_num occupation -0.0508646 0.151823 0.112573 0.0901147 2 6 5 30 9.51471 240.576 15728.1 +R75 age marital_status -0.0778155 0.237986 0.117934 0.197867 2 9 2 18 9.51471 159.447 14186.1 +R76 age relationship -0.0834461 0.242637 0.117934 0.208149 2 7 3 21 9.51471 176.707 14081.2 +R77 education education_num -0.11223 0.112381 0.112038 0.112573 1 1 7 7 6.94976 78.8343 16635.5 +R78 marital_status relationship -0.194172 0.211844 0.197867 0.208149 2 3 3 9 9.51471 82.9948 14755 + + +-------------------------------------------------------------------------------- + +Variables pairs detailed statistics +(Pairs with two jointly informative variables) + + +Rank R01 +Variables + Type Name + Numerical capital_gain + Numerical capital_loss + +Variables stats +capital_gain +Interval Frequency Coverage +]-inf;57] 31420 0.916275 +]57;3048] 492 0.0143478 +]3048;3120] 110 0.00320784 +]3120;4240] 320 0.00933189 +]4240;4400] 70 0.00204135 +]4400;4668] 77 0.00224549 +]4668;4826] 29 0.000845703 +]4826;4898] 19 0.000554081 +]4898;4970] 10 0.000291622 +]4970;5119] 80 0.00233297 +]5119;5310] 104 0.00303287 +]5310;6808] 55 0.00160392 +]6808;7070] 34 0.000991514 +]7070;7436] 269 0.00784462 +]7436;7560] 4 0.000116649 +]7560;10543] 417 0.0121606 +]10543;10585] 8 0.000233297 +]10585;30900] 580 0.0169141 +]30900;70000] 7 0.000204135 +]70000;+inf[ 186 0.00542416 +capital_loss +Interval Frequency Coverage +]-inf;70] 32696 0.953486 +]70;1457] 89 0.00259543 +]1457;1494] 46 0.00134146 +]1494;1537] 17 0.000495757 +]1537;1568.5] 31 0.000904027 +]1568.5;1789] 374 0.0109067 +]1789;1846] 9 0.00026246 +]1846;1859] 49 0.00142895 +]1859;1881] 42 0.00122481 +]1881;1906.5] 361 0.0105275 +]1906.5;1975.5] 23 0.00067073 +]1975.5;1978.5] 184 0.00536584 +]1978.5;2156] 118 0.00344114 +]2156;2384] 123 0.00358695 +]2384;2580] 98 0.00285789 +]2580;+inf[ 31 0.000904027 + +Cell frequencies + capital_loss +capital_gain ]-inf;70] ]70;1457] ]1457;1494] ]1494;1537] ]1537;1568.5] ]1568.5;1789] ]1789;1846] ]1846;1859] ]1859;1881] ]1881;1906.5] ]1906.5;1975.5] ]1975.5;1978.5] ]1978.5;2156] ]2156;2384] ]2384;2580] ]2580;+inf[ Total Coverage +]-inf;57] 29825 89 46 17 31 374 9 49 42 361 23 184 118 123 98 31 31420 0.916275 +]57;3048] 492 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 492 0.0143478 +]3048;3120] 110 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 110 0.00320784 +]3120;4240] 320 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 320 0.00933189 +]4240;4400] 70 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 70 0.00204135 +]4400;4668] 77 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 77 0.00224549 +]4668;4826] 29 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 29 0.000845703 +]4826;4898] 19 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 19 0.000554081 +]4898;4970] 10 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10 0.000291622 +]4970;5119] 80 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 80 0.00233297 +]5119;5310] 104 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 104 0.00303287 +]5310;6808] 55 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 55 0.00160392 +]6808;7070] 34 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 34 0.000991514 +]7070;7436] 269 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 269 0.00784462 +]7436;7560] 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0.000116649 +]7560;10543] 417 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 417 0.0121606 +]10543;10585] 8 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 8 0.000233297 +]10585;30900] 580 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 580 0.0169141 +]30900;70000] 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0.000204135 +]70000;+inf[ 186 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 186 0.00542416 +Total 32696 89 46 17 31 374 9 49 42 361 23 184 118 123 98 31 34291 +Coverage 0.953486 0.00259543 0.00134146 0.000495757 0.000904027 0.0109067 0.00026246 0.00142895 0.00122481 0.0105275 0.00067073 0.00536584 0.00344114 0.00358695 0.00285789 0.000904027 + +% target value more + capital_loss +capital_gain ]-inf;70] ]70;1457] ]1457;1494] ]1494;1537] ]1537;1568.5] ]1568.5;1789] ]1789;1846] ]1846;1859] ]1859;1881] ]1881;1906.5] ]1906.5;1975.5] ]1975.5;1978.5] ]1978.5;2156] ]2156;2384] ]2384;2580] ]2580;+inf[ +]-inf;57] 0.187661 0.0224719 0.586957 0 1 0 0.333333 1 0 0.969529 0.0434783 1 0 0.390244 0.94898 0.483871 +]57;3048] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 +]3048;3120] 0.936364 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 +]3120;4240] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 +]4240;4400] 0.857143 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 +]4400;4668] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 +]4668;4826] 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 +]4826;4898] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 +]4898;4970] 0.7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 +]4970;5119] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 +]5119;5310] 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 +]5310;6808] 0.4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 +]6808;7070] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 +]7070;7436] 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 +]7436;7560] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 +]7560;10543] 0.995204 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 +]10543;10585] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 +]10585;30900] 0.998276 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 +]30900;70000] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 +]70000;+inf[ 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 + +Cells 35 +Cell Id capital_gain capital_loss less more Interest Frequency Coverage +C18 ]10585;30900] ]-inf;70] 0.00172414 0.998276 0.201196 580 0.0169141 +C16 ]7560;10543] ]-inf;70] 0.00479616 0.995204 0.142485 417 0.0121606 +C181 ]-inf;57] ]1881;1906.5] 0.0304709 0.969529 0.111367 361 0.0105275 +C14 ]7070;7436] ]-inf;70] 0 1 0.0942796 269 0.00784462 +C20 ]70000;+inf[ ]-inf;70] 0 1 0.0651896 186 0.00542416 +C221 ]-inf;57] ]1975.5;1978.5] 0 1 0.0644886 184 0.00536584 +C1 ]-inf;57] ]-inf;70] 0.812339 0.187661 0.0544925 29825 0.869762 +C11 ]5119;5310] ]-inf;70] 0 1 0.0364501 104 0.00303287 +C2 ]57;3048] ]-inf;70] 1 0 0.0327451 492 0.0143478 +C3 ]3048;3120] ]-inf;70] 0.0636364 0.936364 0.0301973 110 0.00320784 +C281 ]-inf;57] ]2384;2580] 0.0510204 0.94898 0.0281008 98 0.00285789 +C101 ]-inf;57] ]1568.5;1789] 1 0 0.0248916 374 0.0109067 +C4 ]3120;4240] ]-inf;70] 1 0 0.0212976 320 0.00933189 +C141 ]-inf;57] ]1846;1859] 0 1 0.0171736 49 0.00142895 +C5 ]4240;4400] ]-inf;70] 0.142857 0.857143 0.0146776 70 0.00204135 +C81 ]-inf;57] ]1537;1568.5] 0 1 0.0108649 31 0.000904027 +C7 ]4668;4826] ]-inf;70] 0 1 0.010164 29 0.000845703 +C241 ]-inf;57] ]1978.5;2156] 1 0 0.0078535 118 0.00344114 +C10 ]4970;5119] ]-inf;70] 1 0 0.00532441 80 0.00233297 +C6 ]4400;4668] ]-inf;70] 1 0 0.00512474 77 0.00224549 +C21 ]-inf;57] ]70;1457] 0.977528 0.0224719 0.00415255 89 0.00259543 +C41 ]-inf;57] ]1457;1494] 0.413043 0.586957 0.00310514 46 0.00134146 +C161 ]-inf;57] ]1859;1881] 1 0 0.00279531 42 0.00122481 +C13 ]6808;7070] ]-inf;70] 1 0 0.00226287 34 0.000991514 +C261 ]-inf;57] ]2156;2384] 0.609756 0.390244 0.00170635 123 0.00358695 +C8 ]4826;4898] ]-inf;70] 1 0 0.00126455 19 0.000554081 +C9 ]4898;4970] ]-inf;70] 0.3 0.7 0.00115995 10 0.000291622 +C61 ]-inf;57] ]1494;1537] 1 0 0.00113144 17 0.000495757 +C301 ]-inf;57] ]2580;+inf[ 0.516129 0.483871 0.00107403 31 0.000904027 +C12 ]5310;6808] ]-inf;70] 0.6 0.4 0.000859503 55 0.00160392 +C201 ]-inf;57] ]1906.5;1975.5] 0.956522 0.0434783 0.000809282 23 0.00067073 +C17 ]10543;10585] ]-inf;70] 1 0 0.000532441 8 0.000233297 +C19 ]30900;70000] ]-inf;70] 1 0 0.000465885 7 0.000204135 +C15 ]7436;7560] ]-inf;70] 1 0 0.00026622 4 0.000116649 +C121 ]-inf;57] ]1789;1846] 0.666667 0.333333 5.05769e-05 9 0.00026246 + Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R02 +Variables + Type Name + Categorical occupation + Categorical sex + +Variables stats +occupation +Group Frequency Coverage Size Value list +{Craft-repair, Adm-clerical, Transport-moving} 9892 0.288472 3 Craft-repair Adm-clerical Transport-moving +{Prof-specialty} 6329 0.184567 1 Prof-specialty +{Sales, Tech-support, Protective-serv, ...} 5605 0.163454 4 Sales Tech-support Protective-serv Armed-Forces * +{Other-service, Handlers-cleaners, Priv-house-serv} 5074 0.147969 3 Other-service Handlers-cleaners Priv-house-serv +{Exec-managerial} 4290 0.125106 1 Exec-managerial +{Machine-op-inspct, Farming-fishing} 3101 0.0904319 2 Machine-op-inspct Farming-fishing +sex +Group Frequency Coverage Size Value list +{Male} 22881 0.66726 1 Male +{Female} 11410 0.33274 1 Female * + +Cell frequencies + sex +occupation {Male} {Female} Total Coverage +{Craft-repair, Adm-clerical, Transport-moving} 6967 2925 9892 0.288472 +{Prof-specialty} 3854 2475 6329 0.184567 +{Sales, Tech-support, Protective-serv, ...} 3718 1887 5605 0.163454 +{Other-service, Handlers-cleaners, Priv-house-serv} 2839 2235 5074 0.147969 +{Exec-managerial} 3050 1240 4290 0.125106 +{Machine-op-inspct, Farming-fishing} 2453 648 3101 0.0904319 +Total 22881 11410 34291 +Coverage 0.66726 0.33274 + +% target value more + sex +occupation {Male} {Female} +{Craft-repair, Adm-clerical, Transport-moving} 0.230228 0.0847863 +{Prof-specialty} 0.435392 0.189091 +{Sales, Tech-support, Protective-serv, ...} 0.378429 0.0784314 +{Other-service, Handlers-cleaners, Priv-house-serv} 0.0612892 0.0259508 +{Exec-managerial} 0.573443 0.233065 +{Machine-op-inspct, Farming-fishing} 0.135344 0.029321 + +Cells 12 +Cell Id occupation sex less more Interest Frequency Coverage +C5 {Exec-managerial} {Male} 0.426557 0.573443 0.293194 3050 0.0889446 +C10 {Other-service, Handlers-cleaners, Priv-house-serv} {Female} 0.974049 0.0259508 0.152741 2235 0.0651775 +C2 {Prof-specialty} {Male} 0.564608 0.435392 0.134946 3854 0.112391 +C4 {Other-service, Handlers-cleaners, Priv-house-serv} {Male} 0.938711 0.0612892 0.120407 2839 0.0827914 +C7 {Craft-repair, Adm-clerical, Transport-moving} {Female} 0.915214 0.0847863 0.08836 2925 0.0852993 +C3 {Sales, Tech-support, Protective-serv, ...} {Male} 0.621571 0.378429 0.0678252 3718 0.108425 +C9 {Sales, Tech-support, Protective-serv, ...} {Female} 0.921569 0.0784314 0.0626719 1887 0.055029 +C12 {Machine-op-inspct, Farming-fishing} {Female} 0.970679 0.029321 0.0423176 648 0.0188971 +C6 {Machine-op-inspct, Farming-fishing} {Male} 0.864656 0.135344 0.0304719 2453 0.0715348 +C8 {Prof-specialty} {Female} 0.810909 0.189091 0.00654731 2475 0.0721764 +C1 {Craft-repair, Adm-clerical, Transport-moving} {Male} 0.769772 0.230228 0.000481413 6967 0.203173 +C11 {Exec-managerial} {Female} 0.766935 0.233065 3.62895e-05 1240 0.0361611 + Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R03 +Variables + Type Name + Categorical native_country + Categorical sex + +Variables stats +native_country +Group Frequency Coverage Size Value list +{United-States, Cuba, China, ...} 31917 0.930769 9 United-States Cuba China Jamaica South Italy Poland Ireland Hong +{Mexico, Puerto-Rico, El-Salvador, ...} 1435 0.0418477 19 Mexico Puerto-Rico El-Salvador Dominican-Republic Guatemala Haiti Vietnam Columbia Portugal Nicaragua Peru Ecuador Thailand Trinadad&Tobago * +{Philippines, Germany, Canada, ...} 939 0.0273833 12 Philippines Germany Canada India England Japan Taiwan Iran Greece France Cambodia Yugoslavia +sex +Group Frequency Coverage Size Value list +{Male} 22881 0.66726 1 Male +{Female} 11410 0.33274 1 Female * + +Cell frequencies + sex +native_country {Male} {Female} Total Coverage +{United-States, Cuba, China, ...} 21240 10677 31917 0.930769 +{Mexico, Puerto-Rico, El-Salvador, ...} 991 444 1435 0.0418477 +{Philippines, Germany, Canada, ...} 650 289 939 0.0273833 +Total 22881 11410 34291 +Coverage 0.66726 0.33274 + +% target value more + sex +native_country {Male} {Female} +{United-States, Cuba, China, ...} 0.310593 0.108457 +{Mexico, Puerto-Rico, El-Salvador, ...} 0.0837538 0.0292793 +{Philippines, Germany, Canada, ...} 0.406154 0.204152 + +Cells 6 +Cell Id native_country sex less more Interest Frequency Coverage +C4 {United-States, Cuba, China, ...} {Female} 0.891543 0.108457 0.544664 10677 0.311364 +C1 {United-States, Cuba, China, ...} {Male} 0.689407 0.310593 0.266237 21240 0.619405 +C2 {Mexico, Puerto-Rico, El-Salvador, ...} {Male} 0.916246 0.0837538 0.0751282 991 0.0288997 +C5 {Mexico, Puerto-Rico, El-Salvador, ...} {Female} 0.970721 0.0292793 0.0716811 444 0.012948 +C3 {Philippines, Germany, Canada, ...} {Male} 0.593846 0.406154 0.0413943 650 0.0189554 +C6 {Philippines, Germany, Canada, ...} {Female} 0.795848 0.204152 0.000895301 289 0.00842787 + Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R04 +Variables + Type Name + Categorical marital_status + Categorical native_country + +Variables stats +marital_status +Group Frequency Coverage Size Value list +{Married-civ-spouse, Married-AF-spouse} 15636 0.45598 2 Married-civ-spouse Married-AF-spouse * +{Never-married, Separated} 12475 0.363798 2 Never-married Separated +{Divorced, Widowed, Married-spouse-absent} 6180 0.180222 3 Divorced Widowed Married-spouse-absent +native_country +Group Frequency Coverage Size Value list +{United-States, Philippines, Germany, ...} 32856 0.958152 21 United-States Philippines Germany Canada India Cuba England China Jamaica South Italy Japan Poland Taiwan Iran Greece France Ireland Hong Cambodia Yugoslavia +{Mexico, Puerto-Rico, El-Salvador, ...} 1435 0.0418477 19 Mexico Puerto-Rico El-Salvador Dominican-Republic Guatemala Haiti Vietnam Columbia Portugal Nicaragua Peru Ecuador Thailand Trinadad&Tobago * + +Cell frequencies + native_country +marital_status {United-States, Philippines, Germany, ...} {Mexico, Puerto-Rico, El-Salvador, ...} Total Coverage +{Married-civ-spouse, Married-AF-spouse} 15020 616 15636 0.45598 +{Never-married, Separated} 11876 599 12475 0.363798 +{Divorced, Widowed, Married-spouse-absent} 5960 220 6180 0.180222 +Total 32856 1435 34291 +Coverage 0.958152 0.0418477 + +% target value more + native_country +marital_status {United-States, Philippines, Germany, ...} {Mexico, Puerto-Rico, El-Salvador, ...} +{Married-civ-spouse, Married-AF-spouse} 0.459787 0.12987 +{Never-married, Separated} 0.0482486 0.0100167 +{Divorced, Widowed, Married-spouse-absent} 0.100503 0.0454545 + +Cells 6 +Cell Id marital_status native_country less more Interest Frequency Coverage +C1 {Married-civ-spouse, Married-AF-spouse} {United-States, Philippines, Germany, ...} 0.540213 0.459787 0.446582 15020 0.438016 +C2 {Never-married, Separated} {United-States, Philippines, Germany, ...} 0.951751 0.0482486 0.40927 11876 0.34633 +C3 {Divorced, Widowed, Married-spouse-absent} {United-States, Philippines, Germany, ...} 0.899497 0.100503 0.0956192 5960 0.173807 +C5 {Never-married, Separated} {Mexico, Puerto-Rico, El-Salvador, ...} 0.989983 0.0100167 0.0348363 599 0.0174681 +C6 {Divorced, Widowed, Married-spouse-absent} {Mexico, Puerto-Rico, El-Salvador, ...} 0.954545 0.0454545 0.00787208 220 0.00641568 +C4 {Married-civ-spouse, Married-AF-spouse} {Mexico, Puerto-Rico, El-Salvador, ...} 0.87013 0.12987 0.00582019 616 0.0179639 + Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R05 +Variables + Type Name + Categorical native_country + Categorical race + +Variables stats +native_country +Group Frequency Coverage Size Value list +{United-States, Philippines, Germany, ...} 32332 0.942871 12 United-States Philippines Germany Cuba China Jamaica South Italy Haiti Poland Ireland Hong +{Mexico, Puerto-Rico, El-Salvador, ...} 1377 0.0401563 18 Mexico Puerto-Rico El-Salvador Dominican-Republic Guatemala Vietnam Columbia Portugal Nicaragua Peru Ecuador Thailand Trinadad&Tobago * +{Canada, India, England, ...} 582 0.0169724 10 Canada India England Japan Taiwan Iran Greece France Cambodia Yugoslavia +race +Group Frequency Coverage Size Value list +{White, Asian-Pac-Islander} 30387 0.886151 2 White Asian-Pac-Islander +{Black, Amer-Indian-Eskimo, Other} 3904 0.113849 3 Black Amer-Indian-Eskimo Other * + +Cell frequencies + race +native_country {White, Asian-Pac-Islander} {Black, Amer-Indian-Eskimo, Other} Total Coverage +{United-States, Philippines, Germany, ...} 28610 3722 32332 0.942871 +{Mexico, Puerto-Rico, El-Salvador, ...} 1220 157 1377 0.0401563 +{Canada, India, England, ...} 557 25 582 0.0169724 +Total 30387 3904 34291 +Coverage 0.886151 0.113849 + +% target value more + race +native_country {White, Asian-Pac-Islander} {Black, Amer-Indian-Eskimo, Other} +{United-States, Philippines, Germany, ...} 0.25963 0.117947 +{Mexico, Puerto-Rico, El-Salvador, ...} 0.0680328 0.044586 +{Canada, India, England, ...} 0.373429 0.36 + +Cells 6 +Cell Id native_country race less more Interest Frequency Coverage +C4 {United-States, Philippines, Germany, ...} {Black, Amer-Indian-Eskimo, Other} 0.882053 0.117947 0.453206 3722 0.108542 +C2 {Mexico, Puerto-Rico, El-Salvador, ...} {White, Asian-Pac-Islander} 0.931967 0.0680328 0.328482 1220 0.0355778 +C1 {United-States, Philippines, Germany, ...} {White, Asian-Pac-Islander} 0.74037 0.25963 0.0914424 28610 0.83433 +C3 {Canada, India, England, ...} {White, Asian-Pac-Islander} 0.626571 0.373429 0.0661222 557 0.0162433 +C5 {Mexico, Puerto-Rico, El-Salvador, ...} {Black, Amer-Indian-Eskimo, Other} 0.955414 0.044586 0.0583203 157 0.00457846 +C6 {Canada, India, England, ...} {Black, Amer-Indian-Eskimo, Other} 0.64 0.36 0.00242681 25 0.000729054 + Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R06 +Variables + Type Name + Categorical race + Categorical workclass + +Variables stats +race +Group Frequency Coverage Size Value list +{White, Asian-Pac-Islander} 30387 0.886151 2 White Asian-Pac-Islander +{Black, Amer-Indian-Eskimo, Other} 3904 0.113849 3 Black Amer-Indian-Eskimo Other * +workclass +Group Frequency Coverage Size Value list +{Private, Without-pay} 25783 0.751888 3 Private Without-pay * +{Self-emp-not-inc, Local-gov, State-gov} 6312 0.184072 3 Self-emp-not-inc Local-gov State-gov +{Self-emp-inc} 1194 0.0348196 1 Self-emp-inc +{Federal-gov} 1002 0.0292205 1 Federal-gov + +Cell frequencies + workclass +race {Private, Without-pay} {Self-emp-not-inc, Local-gov, State-gov} {Self-emp-inc} {Federal-gov} Total Coverage +{White, Asian-Pac-Islander} 22811 5621 1163 792 30387 0.886151 +{Black, Amer-Indian-Eskimo, Other} 2972 691 31 210 3904 0.113849 +Total 25783 6312 1194 1002 34291 +Coverage 0.751888 0.184072 0.0348196 0.0292205 + +% target value more + workclass +race {Private, Without-pay} {Self-emp-not-inc, Local-gov, State-gov} {Self-emp-inc} {Federal-gov} +{White, Asian-Pac-Islander} 0.222086 0.291407 0.568358 0.44697 +{Black, Amer-Indian-Eskimo, Other} 0.0905114 0.192475 0.419355 0.190476 + +Cells 8 +Cell Id race workclass less more Interest Frequency Coverage +C5 {White, Asian-Pac-Islander} {Self-emp-inc} 0.431642 0.568358 0.440108 1163 0.0339156 +C2 {Black, Amer-Indian-Eskimo, Other} {Private, Without-pay} 0.909489 0.0905114 0.333308 2972 0.08667 +C7 {White, Asian-Pac-Islander} {Federal-gov} 0.55303 0.44697 0.125306 792 0.0230964 +C3 {White, Asian-Pac-Islander} {Self-emp-not-inc, Local-gov, State-gov} 0.708593 0.291407 0.06325 5621 0.163921 +C1 {White, Asian-Pac-Islander} {Private, Without-pay} 0.777914 0.222086 0.0257616 22811 0.665218 +C4 {Black, Amer-Indian-Eskimo, Other} {Self-emp-not-inc, Local-gov, State-gov} 0.807525 0.192475 0.00640106 691 0.0201511 +C6 {Black, Amer-Indian-Eskimo, Other} {Self-emp-inc} 0.580645 0.419355 0.00374217 31 0.000904027 +C8 {Black, Amer-Indian-Eskimo, Other} {Federal-gov} 0.809524 0.190476 0.00212336 210 0.00612406 + Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R07 +Variables + Type Name + Categorical native_country + Categorical workclass + +Variables stats +native_country +Group Frequency Coverage Size Value list +{United-States, Cuba, China, ...} 31909 0.930536 10 United-States Cuba China South Italy Poland Iran Greece Ireland Hong +{Mexico, El-Salvador, Guatemala, ...} 964 0.0281123 6 Mexico El-Salvador Guatemala Haiti Columbia Nicaragua +{Philippines, Germany, Canada, ...} 864 0.0251961 10 Philippines Germany Canada India England Japan Taiwan France Cambodia Yugoslavia +{Puerto-Rico, Jamaica, Dominican-Republic, ...} 554 0.0161558 14 Puerto-Rico Jamaica Dominican-Republic Vietnam Portugal Peru Ecuador Thailand Trinadad&Tobago * +workclass +Group Frequency Coverage Size Value list +{Private, Without-pay} 25783 0.751888 3 Private Without-pay * +{Self-emp-not-inc, Local-gov, State-gov} 6312 0.184072 3 Self-emp-not-inc Local-gov State-gov +{Self-emp-inc} 1194 0.0348196 1 Self-emp-inc +{Federal-gov} 1002 0.0292205 1 Federal-gov + +Cell frequencies + workclass +native_country {Private, Without-pay} {Self-emp-not-inc, Local-gov, State-gov} {Self-emp-inc} {Federal-gov} Total Coverage +{United-States, Cuba, China, ...} 23801 6024 1137 947 31909 0.930536 +{Mexico, El-Salvador, Guatemala, ...} 873 75 6 10 964 0.0281123 +{Philippines, Germany, Canada, ...} 647 140 41 36 864 0.0251961 +{Puerto-Rico, Jamaica, Dominican-Republic, ...} 462 73 10 9 554 0.0161558 +Total 25783 6312 1194 1002 34291 +Coverage 0.751888 0.184072 0.0348196 0.0292205 + +% target value more + workclass +native_country {Private, Without-pay} {Self-emp-not-inc, Local-gov, State-gov} {Self-emp-inc} {Federal-gov} +{United-States, Cuba, China, ...} 0.21331 0.279548 0.564644 0.384372 +{Mexico, El-Salvador, Guatemala, ...} 0.0309278 0.186667 1 0.2 +{Philippines, Germany, Canada, ...} 0.301391 0.4 0.634146 0.611111 +{Puerto-Rico, Jamaica, Dominican-Republic, ...} 0.0779221 0.232877 0 0.666667 + +Cells 16 +Cell Id native_country workclass less more Interest Frequency Coverage +C9 {United-States, Cuba, China, ...} {Self-emp-inc} 0.435356 0.564644 0.430563 1137 0.0331574 +C2 {Mexico, El-Salvador, Guatemala, ...} {Private, Without-pay} 0.969072 0.0309278 0.23123 873 0.0254586 +C13 {United-States, Cuba, China, ...} {Federal-gov} 0.615628 0.384372 0.0775303 947 0.0276166 +C1 {United-States, Cuba, China, ...} {Private, Without-pay} 0.78669 0.21331 0.0656823 23801 0.694089 +C4 {Puerto-Rico, Jamaica, Dominican-Republic, ...} {Private, Without-pay} 0.922078 0.0779221 0.0640686 462 0.0134729 +C5 {United-States, Cuba, China, ...} {Self-emp-not-inc, Local-gov, State-gov} 0.720452 0.279548 0.0421823 6024 0.175673 +C11 {Philippines, Germany, Canada, ...} {Self-emp-inc} 0.365854 0.634146 0.0224645 41 0.00119565 +C15 {Philippines, Germany, Canada, ...} {Federal-gov} 0.388889 0.611111 0.0175804 36 0.00104984 +C7 {Philippines, Germany, Canada, ...} {Self-emp-not-inc, Local-gov, State-gov} 0.6 0.4 0.013924 140 0.0040827 +C10 {Mexico, El-Salvador, Guatemala, ...} {Self-emp-inc} 0 1 0.0133835 6 0.000174973 +C3 {Philippines, Germany, Canada, ...} {Private, Without-pay} 0.698609 0.301391 0.0104294 647 0.0188679 +C16 {Puerto-Rico, Jamaica, Dominican-Republic, ...} {Federal-gov} 0.333333 0.666667 0.00574288 9 0.00026246 +C12 {Puerto-Rico, Jamaica, Dominican-Republic, ...} {Self-emp-inc} 1 0 0.00423578 10 0.000291622 +C6 {Mexico, El-Salvador, Guatemala, ...} {Self-emp-not-inc, Local-gov, State-gov} 0.813333 0.186667 0.000907723 75 0.00218716 +C14 {Mexico, El-Salvador, Guatemala, ...} {Federal-gov} 0.8 0.2 6.56402e-05 10 0.000291622 +C8 {Puerto-Rico, Jamaica, Dominican-Republic, ...} {Self-emp-not-inc, Local-gov, State-gov} 0.767123 0.232877 9.49332e-06 73 0.00212884 + Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R08 +Variables + Type Name + Categorical native_country + Categorical relationship + +Variables stats +native_country +Group Frequency Coverage Size Value list +{United-States, Philippines, Germany, ...} 32856 0.958152 21 United-States Philippines Germany Canada India Cuba England China Jamaica South Italy Japan Poland Taiwan Iran Greece France Ireland Hong Cambodia Yugoslavia +{Mexico, Puerto-Rico, El-Salvador, ...} 1435 0.0418477 19 Mexico Puerto-Rico El-Salvador Dominican-Republic Guatemala Haiti Vietnam Columbia Portugal Nicaragua Peru Ecuador Thailand Trinadad&Tobago * +relationship +Group Frequency Coverage Size Value list +{Husband, Wife} 15382 0.448573 2 Husband Wife +{Not-in-family} 8868 0.25861 1 Not-in-family +{Own-child} 5348 0.155959 1 Own-child +{Unmarried, Other-relative} 4693 0.136858 2 Unmarried Other-relative * + +Cell frequencies + relationship +native_country {Husband, Wife} {Not-in-family} {Own-child} {Unmarried, Other-relative} Total Coverage +{United-States, Philippines, Germany, ...} 14803 8556 5197 4300 32856 0.958152 +{Mexico, Puerto-Rico, El-Salvador, ...} 579 312 151 393 1435 0.0418477 +Total 15382 8868 5348 4693 34291 +Coverage 0.448573 0.25861 0.155959 0.136858 + +% target value more + relationship +native_country {Husband, Wife} {Not-in-family} {Own-child} {Unmarried, Other-relative} +{United-States, Philippines, Germany, ...} 0.464095 0.102501 0.0148162 0.0590698 +{Mexico, Puerto-Rico, El-Salvador, ...} 0.136442 0.0288462 0.013245 0.0152672 + +Cells 8 +Cell Id native_country relationship less more Interest Frequency Coverage +C1 {United-States, Philippines, Germany, ...} {Husband, Wife} 0.535905 0.464095 0.435954 14803 0.431688 +C5 {United-States, Philippines, Germany, ...} {Own-child} 0.985184 0.0148162 0.269025 5197 0.151556 +C3 {United-States, Philippines, Germany, ...} {Not-in-family} 0.897499 0.102501 0.126828 8556 0.249512 +C7 {United-States, Philippines, Germany, ...} {Unmarried, Other-relative} 0.94093 0.0590698 0.122107 4300 0.125397 +C8 {Mexico, Puerto-Rico, El-Salvador, ...} {Unmarried, Other-relative} 0.984733 0.0152672 0.0202133 393 0.0114607 +C4 {Mexico, Puerto-Rico, El-Salvador, ...} {Not-in-family} 0.971154 0.0288462 0.0133146 312 0.0090986 +C6 {Mexico, Puerto-Rico, El-Salvador, ...} {Own-child} 0.986755 0.013245 0.00799532 151 0.00440349 +C2 {Mexico, Puerto-Rico, El-Salvador, ...} {Husband, Wife} 0.863558 0.136442 0.00456359 579 0.0168849 + Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R09 +Variables + Type Name + Numerical age + Categorical race + +Variables stats +age +Interval Frequency Coverage +]-inf;21.5] 3294 0.0960602 +]21.5;23.5] 1803 0.0525794 +]23.5;25.5] 1690 0.0492841 +]25.5;27.5] 1687 0.0491966 +]27.5;30.5] 2635 0.0768423 +]30.5;35.5] 4631 0.13505 +]35.5;42.5] 6001 0.175002 +]42.5;55.5] 8095 0.236068 +]55.5;61.5] 2193 0.0639526 +]61.5;66.5] 1155 0.0336823 +]66.5;+inf[ 1107 0.0322825 +race +Group Frequency Coverage Size Value list +{White, Asian-Pac-Islander} 30387 0.886151 2 White Asian-Pac-Islander +{Black, Amer-Indian-Eskimo} 3904 0.113849 3 Black Amer-Indian-Eskimo * + +Cell frequencies + race +age {White, Asian-Pac-Islander} {Black, Amer-Indian-Eskimo} Total Coverage +]-inf;21.5] 2955 339 3294 0.0960602 +]21.5;23.5] 1578 225 1803 0.0525794 +]23.5;25.5] 1483 207 1690 0.0492841 +]25.5;27.5] 1463 224 1687 0.0491966 +]27.5;30.5] 2282 353 2635 0.0768423 +]30.5;35.5] 4046 585 4631 0.13505 +]35.5;42.5] 5311 690 6001 0.175002 +]42.5;55.5] 7209 886 8095 0.236068 +]55.5;61.5] 1982 211 2193 0.0639526 +]61.5;66.5] 1048 107 1155 0.0336823 +]66.5;+inf[ 1030 77 1107 0.0322825 +Total 30387 3904 34291 +Coverage 0.886151 0.113849 + +% target value more + race +age {White, Asian-Pac-Islander} {Black, Amer-Indian-Eskimo} +]-inf;21.5] 0.00169205 0.00589971 +]21.5;23.5] 0.0158428 0.0133333 +]23.5;25.5] 0.0519218 0.0193237 +]25.5;27.5] 0.0936432 0.0401786 +]27.5;30.5] 0.180543 0.0509915 +]30.5;35.5] 0.251607 0.0957265 +]35.5;42.5] 0.3553 0.168116 +]42.5;55.5] 0.408101 0.216704 +]55.5;61.5] 0.361756 0.175355 +]61.5;66.5] 0.281489 0.11215 +]66.5;+inf[ 0.198058 0.0779221 + +Cells 22 +Cell Id age race less more Interest Frequency Coverage +C1 ]-inf;21.5] {White, Asian-Pac-Islander} 0.998308 0.00169205 0.307773 2955 0.0861742 +C8 ]42.5;55.5] {White, Asian-Pac-Islander} 0.591899 0.408101 0.201348 7209 0.21023 +C2 ]21.5;23.5] {White, Asian-Pac-Islander} 0.984157 0.0158428 0.131417 1578 0.0460179 +C3 ]23.5;25.5] {White, Asian-Pac-Islander} 0.948078 0.0519218 0.0758066 1483 0.0432475 +C7 ]35.5;42.5] {White, Asian-Pac-Islander} 0.6447 0.3553 0.0726007 5311 0.15488 +C4 ]25.5;27.5] {White, Asian-Pac-Islander} 0.906357 0.0936432 0.040856 1463 0.0426643 +C12 ]-inf;21.5] {Black, Amer-Indian-Eskimo} 0.9941 0.00589971 0.0327738 339 0.00988598 +C9 ]55.5;61.5] {White, Asian-Pac-Islander} 0.638244 0.361756 0.0300456 1982 0.0577994 +C13 ]21.5;23.5] {Black, Amer-Indian-Eskimo} 0.986667 0.0133333 0.019424 225 0.00656149 +C16 ]27.5;30.5] {Black, Amer-Indian-Eskimo} 0.949008 0.0509915 0.0182733 353 0.0102942 +C14 ]23.5;25.5] {Black, Amer-Indian-Eskimo} 0.980676 0.0193237 0.0164184 207 0.00603657 +C17 ]30.5;35.5] {Black, Amer-Indian-Eskimo} 0.904274 0.0957265 0.0158053 585 0.0170599 +C15 ]25.5;27.5] {Black, Amer-Indian-Eskimo} 0.959821 0.0401786 0.0134094 224 0.00653233 +C5 ]27.5;30.5] {White, Asian-Pac-Islander} 0.819457 0.180543 0.00890184 2282 0.0665481 +C18 ]35.5;42.5] {Black, Amer-Indian-Eskimo} 0.831884 0.168116 0.00403524 690 0.0201219 +C22 ]66.5;+inf[ {Black, Amer-Indian-Eskimo} 0.922078 0.0779221 0.00273118 77 0.00224549 +C21 ]61.5;66.5] {Black, Amer-Indian-Eskimo} 0.88785 0.11215 0.00219618 107 0.00312035 +C10 ]61.5;66.5] {White, Asian-Pac-Islander} 0.718511 0.281489 0.00205475 1048 0.030562 +C11 ]66.5;+inf[ {White, Asian-Pac-Islander} 0.801942 0.198058 0.00191289 1030 0.030037 +C20 ]55.5;61.5] {Black, Amer-Indian-Eskimo} 0.824645 0.175355 0.000983674 211 0.00615322 +C6 ]30.5;35.5] {White, Asian-Pac-Islander} 0.748393 0.251607 0.000767015 4046 0.11799 +C19 ]42.5;55.5] {Black, Amer-Indian-Eskimo} 0.783296 0.216704 0.000465796 886 0.0258377 + Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R10 +Variables + Type Name + Numerical education_num + Categorical sex + +Variables stats +education_num +Interval Frequency Coverage +]-inf;8.5] 4482 0.130705 +]8.5;9.5] 11102 0.323758 +]9.5;10.5] 7645 0.222945 +]10.5;12.5] 2586 0.0754134 +]12.5;13.5] 5645 0.16462 +]13.5;14.5] 1842 0.0537167 +]14.5;+inf[ 989 0.0288414 +sex +Group Frequency Coverage Size Value list +{Male} 22881 0.66726 1 Male +{Female} 11410 0.33274 1 Female * + +Cell frequencies + sex +education_num {Male} {Female} Total Coverage +]-inf;8.5] 3076 1406 4482 0.130705 +]8.5;9.5] 7503 3599 11102 0.323758 +]9.5;10.5] 4723 2922 7645 0.222945 +]10.5;12.5] 1607 979 2586 0.0754134 +]12.5;13.5] 3887 1758 5645 0.16462 +]13.5;14.5] 1262 580 1842 0.0537167 +]14.5;+inf[ 823 166 989 0.0288414 +Total 22881 11410 34291 +Coverage 0.66726 0.33274 + +% target value more + sex +education_num {Male} {Female} +]-inf;8.5] 0.0763979 0.0142248 +]8.5;9.5] 0.202586 0.0644624 +]9.5;10.5] 0.259157 0.0732375 +]10.5;12.5] 0.336652 0.128703 +]12.5;13.5] 0.509905 0.201934 +]13.5;14.5] 0.635499 0.341379 +]14.5;+inf[ 0.777643 0.512048 + +Cells 14 +Cell Id education_num sex less more Interest Frequency Coverage +C5 ]12.5;13.5] {Male} 0.490095 0.509905 0.218315 3887 0.113353 +C7 ]14.5;+inf[ {Male} 0.222357 0.777643 0.173881 823 0.0240005 +C6 ]13.5;14.5] {Male} 0.364501 0.635499 0.146393 1262 0.0368027 +C9 ]8.5;9.5] {Female} 0.935538 0.0644624 0.127295 3599 0.104955 +C8 ]-inf;8.5] {Female} 0.985775 0.0142248 0.0985364 1406 0.041002 +C1 ]-inf;8.5] {Male} 0.923602 0.0763979 0.0917439 3076 0.0897028 +C10 ]9.5;10.5] {Female} 0.926762 0.0732375 0.0912399 2922 0.0852119 +C4 ]10.5;12.5] {Male} 0.663348 0.336652 0.012919 1607 0.0468636 +C11 ]10.5;12.5] {Female} 0.871297 0.128703 0.0121359 979 0.0285498 +C14 ]14.5;+inf[ {Female} 0.487952 0.512048 0.0094638 166 0.00484092 +C2 ]8.5;9.5] {Male} 0.797414 0.202586 0.00898369 7503 0.218804 +C13 ]13.5;14.5] {Female} 0.658621 0.341379 0.00510583 580 0.0169141 +C12 ]12.5;13.5] {Female} 0.798066 0.201934 0.00218387 1758 0.0512671 +C3 ]9.5;10.5] {Male} 0.740843 0.259157 0.00180371 4723 0.137733 + Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R11 +Variables + Type Name + Categorical education + Categorical sex + +Variables stats +education +Group Frequency Coverage Size Value list +{HS-grad} 11102 0.323758 1 HS-grad +{Some-college} 7645 0.222945 1 Some-college +{Bachelors} 5645 0.16462 1 Bachelors +{11th, 10th, 7th-8th, ...} 4482 0.130705 8 11th 10th 7th-8th 9th 12th 5th-6th 1st-4th Preschool * +{Assoc-voc, Assoc-acdm} 2586 0.0754134 2 Assoc-voc Assoc-acdm +{Masters} 1842 0.0537167 1 Masters +{Prof-school, Doctorate} 989 0.0288414 2 Prof-school Doctorate +sex +Group Frequency Coverage Size Value list +{Male} 22881 0.66726 1 Male +{Female} 11410 0.33274 1 Female * + +Cell frequencies + sex +education {Male} {Female} Total Coverage +{HS-grad} 7503 3599 11102 0.323758 +{Some-college} 4723 2922 7645 0.222945 +{Bachelors} 3887 1758 5645 0.16462 +{11th, 10th, 7th-8th, ...} 3076 1406 4482 0.130705 +{Assoc-voc, Assoc-acdm} 1607 979 2586 0.0754134 +{Masters} 1262 580 1842 0.0537167 +{Prof-school, Doctorate} 823 166 989 0.0288414 +Total 22881 11410 34291 +Coverage 0.66726 0.33274 + +% target value more + sex +education {Male} {Female} +{HS-grad} 0.202586 0.0644624 +{Some-college} 0.259157 0.0732375 +{Bachelors} 0.509905 0.201934 +{11th, 10th, 7th-8th, ...} 0.0763979 0.0142248 +{Assoc-voc, Assoc-acdm} 0.336652 0.128703 +{Masters} 0.635499 0.341379 +{Prof-school, Doctorate} 0.777643 0.512048 + +Cells 14 +Cell Id education sex less more Interest Frequency Coverage +C3 {Bachelors} {Male} 0.490095 0.509905 0.218315 3887 0.113353 +C7 {Prof-school, Doctorate} {Male} 0.222357 0.777643 0.173881 823 0.0240005 +C6 {Masters} {Male} 0.364501 0.635499 0.146393 1262 0.0368027 +C8 {HS-grad} {Female} 0.935538 0.0644624 0.127295 3599 0.104955 +C11 {11th, 10th, 7th-8th, ...} {Female} 0.985775 0.0142248 0.0985364 1406 0.041002 +C4 {11th, 10th, 7th-8th, ...} {Male} 0.923602 0.0763979 0.0917439 3076 0.0897028 +C9 {Some-college} {Female} 0.926762 0.0732375 0.0912399 2922 0.0852119 +C5 {Assoc-voc, Assoc-acdm} {Male} 0.663348 0.336652 0.012919 1607 0.0468636 +C12 {Assoc-voc, Assoc-acdm} {Female} 0.871297 0.128703 0.0121359 979 0.0285498 +C14 {Prof-school, Doctorate} {Female} 0.487952 0.512048 0.0094638 166 0.00484092 +C1 {HS-grad} {Male} 0.797414 0.202586 0.00898369 7503 0.218804 +C13 {Masters} {Female} 0.658621 0.341379 0.00510583 580 0.0169141 +C10 {Bachelors} {Female} 0.798066 0.201934 0.00218387 1758 0.0512671 +C2 {Some-college} {Male} 0.740843 0.259157 0.00180371 4723 0.137733 + Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R12 +Variables + Type Name + Numerical capital_loss + Categorical native_country + +Variables stats +capital_loss +Interval Frequency Coverage +]-inf;70] 32696 0.953486 +]70;1457] 89 0.00259543 +]1457;1494] 46 0.00134146 +]1494;1537] 17 0.000495757 +]1537;1568.5] 31 0.000904027 +]1568.5;1789] 374 0.0109067 +]1789;1846] 9 0.00026246 +]1846;1859] 49 0.00142895 +]1859;1881] 42 0.00122481 +]1881;1906.5] 361 0.0105275 +]1906.5;1975.5] 23 0.00067073 +]1975.5;1978.5] 184 0.00536584 +]1978.5;2156] 118 0.00344114 +]2156;2384] 123 0.00358695 +]2384;2580] 98 0.00285789 +]2580;+inf[ 31 0.000904027 +native_country +Group Frequency Coverage Size Value list +{United-States, Philippines, Germany, ...} 32856 0.958152 21 United-States Philippines Germany Canada India Cuba England China Jamaica South Italy Japan Poland Taiwan Iran Greece France Ireland Hong Cambodia Yugoslavia +{Mexico, Puerto-Rico, El-Salvador, ...} 1435 0.0418477 19 Mexico Puerto-Rico El-Salvador Dominican-Republic Guatemala Haiti Vietnam Columbia Portugal Nicaragua Peru Ecuador Thailand Trinadad&Tobago * + +Cell frequencies + native_country +capital_loss {United-States, Philippines, Germany, ...} {Mexico, Puerto-Rico, El-Salvador, ...} Total Coverage +]-inf;70] 31295 1401 32696 0.953486 +]70;1457] 87 2 89 0.00259543 +]1457;1494] 46 0 46 0.00134146 +]1494;1537] 17 0 17 0.000495757 +]1537;1568.5] 31 0 31 0.000904027 +]1568.5;1789] 357 17 374 0.0109067 +]1789;1846] 9 0 9 0.00026246 +]1846;1859] 48 1 49 0.00142895 +]1859;1881] 42 0 42 0.00122481 +]1881;1906.5] 356 5 361 0.0105275 +]1906.5;1975.5] 23 0 23 0.00067073 +]1975.5;1978.5] 184 0 184 0.00536584 +]1978.5;2156] 116 2 118 0.00344114 +]2156;2384] 118 5 123 0.00358695 +]2384;2580] 98 0 98 0.00285789 +]2580;+inf[ 29 2 31 0.000904027 +Total 32856 1435 34291 +Coverage 0.958152 0.0418477 + +% target value more + native_country +capital_loss {United-States, Philippines, Germany, ...} {Mexico, Puerto-Rico, El-Salvador, ...} +]-inf;70] 0.232657 0.0642398 +]70;1457] 0.0229885 0 +]1457;1494] 0.586957 0 +]1494;1537] 0 0 +]1537;1568.5] 1 0 +]1568.5;1789] 0 0 +]1789;1846] 0.333333 0 +]1846;1859] 1 1 +]1859;1881] 0 0 +]1881;1906.5] 0.969101 1 +]1906.5;1975.5] 0.0434783 0 +]1975.5;1978.5] 1 0 +]1978.5;2156] 0 0 +]2156;2384] 0.40678 0 +]2384;2580] 0.94898 0 +]2580;+inf[ 0.517241 0 + +Cells 24 +Cell Id capital_loss native_country less more Interest Frequency Coverage +C10 ]1881;1906.5] {United-States, Philippines, Germany, ...} 0.0308989 0.969101 0.344387 356 0.0103817 +C12 ]1975.5;1978.5] {United-States, Philippines, Germany, ...} 0 1 0.202539 184 0.00536584 +C17 ]-inf;70] {Mexico, Puerto-Rico, El-Salvador, ...} 0.93576 0.0642398 0.116627 1401 0.0408562 +C15 ]2384;2580] {United-States, Philippines, Germany, ...} 0.0510204 0.94898 0.088256 98 0.00285789 +C6 ]1568.5;1789] {United-States, Philippines, Germany, ...} 1 0 0.0746235 357 0.0104109 +C8 ]1846;1859] {United-States, Philippines, Germany, ...} 0 1 0.0528363 48 0.00139978 +C5 ]1537;1568.5] {United-States, Philippines, Germany, ...} 0 1 0.0341235 31 0.000904027 +C13 ]1978.5;2156] {United-States, Philippines, Germany, ...} 1 0 0.0242474 116 0.00338281 +C2 ]70;1457] {United-States, Philippines, Germany, ...} 0.977011 0.0229885 0.0126591 87 0.00253711 +C3 ]1457;1494] {United-States, Philippines, Germany, ...} 0.413043 0.586957 0.00975229 46 0.00134146 +C9 ]1859;1881] {United-States, Philippines, Germany, ...} 1 0 0.00877923 42 0.00122481 +C14 ]2156;2384] {United-States, Philippines, Germany, ...} 0.59322 0.40678 0.00626456 118 0.00344114 +C26 ]1881;1906.5] {Mexico, Puerto-Rico, El-Salvador, ...} 0 1 0.00550378 5 0.000145811 +C16 ]2580;+inf[ {United-States, Philippines, Germany, ...} 0.482759 0.517241 0.0040202 29 0.000845703 +C4 ]1494;1537] {United-States, Philippines, Germany, ...} 1 0 0.0035535 17 0.000495757 +C22 ]1568.5;1789] {Mexico, Puerto-Rico, El-Salvador, ...} 1 0 0.0035535 17 0.000495757 +C11 ]1906.5;1975.5] {United-States, Philippines, Germany, ...} 0.956522 0.0434783 0.00254171 23 0.00067073 +C1 ]-inf;70] {United-States, Philippines, Germany, ...} 0.767343 0.232657 0.00217268 31295 0.91263 +C24 ]1846;1859] {Mexico, Puerto-Rico, El-Salvador, ...} 0 1 0.00110076 1 2.91622e-05 +C30 ]2156;2384] {Mexico, Puerto-Rico, El-Salvador, ...} 1 0 0.00104515 5 0.000145811 +C18 ]70;1457] {Mexico, Puerto-Rico, El-Salvador, ...} 1 0 0.000418059 2 5.83243e-05 +C29 ]1978.5;2156] {Mexico, Puerto-Rico, El-Salvador, ...} 1 0 0.000418059 2 5.83243e-05 +C32 ]2580;+inf[ {Mexico, Puerto-Rico, El-Salvador, ...} 1 0 0.000418059 2 5.83243e-05 +C7 ]1789;1846] {United-States, Philippines, Germany, ...} 0.666667 0.333333 0.000158847 9 0.00026246 + Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R13 +Variables + Type Name + Numerical capital_loss + Categorical race + +Variables stats +capital_loss +Interval Frequency Coverage +]-inf;70] 32696 0.953486 +]70;1457] 89 0.00259543 +]1457;1494] 46 0.00134146 +]1494;1537] 17 0.000495757 +]1537;1568.5] 31 0.000904027 +]1568.5;1789] 374 0.0109067 +]1789;1846] 9 0.00026246 +]1846;1859] 49 0.00142895 +]1859;1881] 42 0.00122481 +]1881;1906.5] 361 0.0105275 +]1906.5;1975.5] 23 0.00067073 +]1975.5;1978.5] 184 0.00536584 +]1978.5;2156] 118 0.00344114 +]2156;2384] 123 0.00358695 +]2384;2580] 98 0.00285789 +]2580;+inf[ 31 0.000904027 +race +Group Frequency Coverage Size Value list +{White, Asian-Pac-Islander} 30387 0.886151 2 White Asian-Pac-Islander +{Black, Amer-Indian-Eskimo, Other} 3904 0.113849 3 Black Amer-Indian-Eskimo Other * + +Cell frequencies + race +capital_loss {White, Asian-Pac-Islander} {Black, Amer-Indian-Eskimo, Other} Total Coverage +]-inf;70] 28926 3770 32696 0.953486 +]70;1457] 77 12 89 0.00259543 +]1457;1494] 41 5 46 0.00134146 +]1494;1537] 16 1 17 0.000495757 +]1537;1568.5] 28 3 31 0.000904027 +]1568.5;1789] 324 50 374 0.0109067 +]1789;1846] 7 2 9 0.00026246 +]1846;1859] 45 4 49 0.00142895 +]1859;1881] 38 4 42 0.00122481 +]1881;1906.5] 344 17 361 0.0105275 +]1906.5;1975.5] 21 2 23 0.00067073 +]1975.5;1978.5] 174 10 184 0.00536584 +]1978.5;2156] 108 10 118 0.00344114 +]2156;2384] 114 9 123 0.00358695 +]2384;2580] 95 3 98 0.00285789 +]2580;+inf[ 29 2 31 0.000904027 +Total 30387 3904 34291 +Coverage 0.886151 0.113849 + +% target value more + race +capital_loss {White, Asian-Pac-Islander} {Black, Amer-Indian-Eskimo, Other} +]-inf;70] 0.240579 0.109284 +]70;1457] 0.025974 0 +]1457;1494] 0.560976 0.8 +]1494;1537] 0 0 +]1537;1568.5] 1 1 +]1568.5;1789] 0 0 +]1789;1846] 0.428571 0 +]1846;1859] 1 1 +]1859;1881] 0 0 +]1881;1906.5] 0.97093 0.941176 +]1906.5;1975.5] 0.047619 0 +]1975.5;1978.5] 1 1 +]1978.5;2156] 0 0 +]2156;2384] 0.412281 0.111111 +]2384;2580] 0.947368 1 +]2580;+inf[ 0.448276 1 + +Cells 32 +Cell Id capital_loss race less more Interest Frequency Coverage +C10 ]1881;1906.5] {White, Asian-Pac-Islander} 0.0290698 0.97093 0.322254 344 0.0100318 +C12 ]1975.5;1978.5] {White, Asian-Pac-Islander} 0 1 0.184234 174 0.00507422 +C17 ]-inf;70] {Black, Amer-Indian-Eskimo, Other} 0.890716 0.109284 0.15096 3770 0.109941 +C15 ]2384;2580] {White, Asian-Pac-Islander} 0.0526316 0.947368 0.0818347 95 0.00277041 +C6 ]1568.5;1789] {White, Asian-Pac-Islander} 1 0 0.065145 324 0.00944854 +C8 ]1846;1859] {White, Asian-Pac-Islander} 0 1 0.0476467 45 0.0013123 +C5 ]1537;1568.5] {White, Asian-Pac-Islander} 0 1 0.0296469 28 0.000816541 +C13 ]1978.5;2156] {White, Asian-Pac-Islander} 1 0 0.021715 108 0.00314951 +C26 ]1881;1906.5] {Black, Amer-Indian-Eskimo, Other} 0.0588235 0.941176 0.0143338 17 0.000495757 +C28 ]1975.5;1978.5] {Black, Amer-Indian-Eskimo, Other} 0 1 0.0105882 10 0.000291622 +C2 ]70;1457] {White, Asian-Pac-Islander} 0.974026 0.025974 0.0103487 77 0.00224549 +C22 ]1568.5;1789] {Black, Amer-Indian-Eskimo, Other} 1 0 0.0100532 50 0.00145811 +C9 ]1859;1881] {White, Asian-Pac-Islander} 1 0 0.00764047 38 0.00110816 +C3 ]1457;1494] {White, Asian-Pac-Islander} 0.439024 0.560976 0.00721289 41 0.00119565 +C14 ]2156;2384] {White, Asian-Pac-Islander} 0.587719 0.412281 0.00619007 114 0.00332449 +C24 ]1846;1859] {Black, Amer-Indian-Eskimo, Other} 0 1 0.00423527 4 0.000116649 +C4 ]1494;1537] {White, Asian-Pac-Islander} 1 0 0.00321704 16 0.000466595 +C21 ]1537;1568.5] {Black, Amer-Indian-Eskimo, Other} 0 1 0.00317645 3 8.74865e-05 +C31 ]2384;2580] {Black, Amer-Indian-Eskimo, Other} 0 1 0.00317645 3 8.74865e-05 +C19 ]1457;1494] {Black, Amer-Indian-Eskimo, Other} 0.2 0.8 0.00258883 5 0.000145811 +C18 ]70;1457] {Black, Amer-Indian-Eskimo, Other} 1 0 0.00241278 12 0.000349946 +C16 ]2580;+inf[ {White, Asian-Pac-Islander} 0.551724 0.448276 0.00225357 29 0.000845703 +C32 ]2580;+inf[ {Black, Amer-Indian-Eskimo, Other} 0 1 0.00211763 2 5.83243e-05 +C11 ]1906.5;1975.5] {White, Asian-Pac-Islander} 0.952381 0.047619 0.00211149 21 0.000612406 +C29 ]1978.5;2156] {Black, Amer-Indian-Eskimo, Other} 1 0 0.00201065 10 0.000291622 +C25 ]1859;1881] {Black, Amer-Indian-Eskimo, Other} 1 0 0.00080426 4 0.000116649 +C7 ]1789;1846] {White, Asian-Pac-Islander} 0.571429 0.428571 0.000450872 7 0.000204135 +C23 ]1789;1846] {Black, Amer-Indian-Eskimo, Other} 1 0 0.00040213 2 5.83243e-05 +C27 ]1906.5;1975.5] {Black, Amer-Indian-Eskimo, Other} 1 0 0.00040213 2 5.83243e-05 +C30 ]2156;2384] {Black, Amer-Indian-Eskimo, Other} 0.888889 0.111111 0.000349123 9 0.00026246 +C1 ]-inf;70] {White, Asian-Pac-Islander} 0.759421 0.240579 0.000286132 28926 0.843545 +C20 ]1494;1537] {Black, Amer-Indian-Eskimo, Other} 1 0 0.000201065 1 2.91622e-05 + Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R14 +Variables + Type Name + Numerical capital_gain + Categorical native_country + +Variables stats +capital_gain +Interval Frequency Coverage +]-inf;57] 31420 0.916275 +]57;3048] 492 0.0143478 +]3048;3120] 110 0.00320784 +]3120;4240] 320 0.00933189 +]4240;4400] 70 0.00204135 +]4400;4668] 77 0.00224549 +]4668;4826] 29 0.000845703 +]4826;4898] 19 0.000554081 +]4898;4970] 10 0.000291622 +]4970;5119] 80 0.00233297 +]5119;5310] 104 0.00303287 +]5310;6808] 55 0.00160392 +]6808;7070] 34 0.000991514 +]7070;7436] 269 0.00784462 +]7436;7560] 4 0.000116649 +]7560;10543] 417 0.0121606 +]10543;10585] 8 0.000233297 +]10585;30900] 580 0.0169141 +]30900;70000] 7 0.000204135 +]70000;+inf[ 186 0.00542416 +native_country +Group Frequency Coverage Size Value list +{United-States, Philippines, Germany, ...} 32900 0.959435 22 United-States Philippines Germany Canada India Cuba England China Jamaica South Italy Japan Poland Taiwan Portugal Iran Greece France Ireland Hong Cambodia Yugoslavia +{Mexico, Puerto-Rico, El-Salvador, ...} 1391 0.0405646 18 Mexico Puerto-Rico El-Salvador Dominican-Republic Guatemala Haiti Vietnam Columbia Nicaragua Peru Ecuador Thailand Trinadad&Tobago * + +Cell frequencies + native_country +capital_gain {United-States, Philippines, Germany, ...} {Mexico, Puerto-Rico, El-Salvador, ...} Total Coverage +]-inf;57] 30086 1334 31420 0.916275 +]57;3048] 475 17 492 0.0143478 +]3048;3120] 109 1 110 0.00320784 +]3120;4240] 304 16 320 0.00933189 +]4240;4400] 68 2 70 0.00204135 +]4400;4668] 76 1 77 0.00224549 +]4668;4826] 29 0 29 0.000845703 +]4826;4898] 18 1 19 0.000554081 +]4898;4970] 10 0 10 0.000291622 +]4970;5119] 78 2 80 0.00233297 +]5119;5310] 102 2 104 0.00303287 +]5310;6808] 55 0 55 0.00160392 +]6808;7070] 34 0 34 0.000991514 +]7070;7436] 265 4 269 0.00784462 +]7436;7560] 4 0 4 0.000116649 +]7560;10543] 413 4 417 0.0121606 +]10543;10585] 8 0 8 0.000233297 +]10585;30900] 576 4 580 0.0169141 +]30900;70000] 6 1 7 0.000204135 +]70000;+inf[ 184 2 186 0.00542416 +Total 32900 1391 34291 +Coverage 0.959435 0.0405646 + +% target value more + native_country +capital_gain {United-States, Philippines, Germany, ...} {Mexico, Puerto-Rico, El-Salvador, ...} +]-inf;57] 0.210231 0.0562219 +]57;3048] 0 0 +]3048;3120] 0.944954 0 +]3120;4240] 0 0 +]4240;4400] 0.882353 0 +]4400;4668] 0 0 +]4668;4826] 1 0 +]4826;4898] 0 0 +]4898;4970] 0.7 0 +]4970;5119] 0 0 +]5119;5310] 1 1 +]5310;6808] 0.4 0 +]6808;7070] 0 0 +]7070;7436] 1 1 +]7436;7560] 0 0 +]7560;10543] 0.995157 1 +]10543;10585] 0 0 +]10585;30900] 0.998264 1 +]30900;70000] 0 0 +]70000;+inf[ 1 1 + +Cells 34 +Cell Id capital_gain native_country less more Interest Frequency Coverage +C18 ]10585;30900] {United-States, Philippines, Germany, ...} 0.00173611 0.998264 0.276096 576 0.0167974 +C16 ]7560;10543] {United-States, Philippines, Germany, ...} 0.00484262 0.995157 0.194968 413 0.012044 +C14 ]7070;7436] {United-States, Philippines, Germany, ...} 0 1 0.128347 265 0.00772798 +C20 ]70000;+inf[ {United-States, Philippines, Germany, ...} 0 1 0.0891164 184 0.00536584 +C21 ]-inf;57] {Mexico, Puerto-Rico, El-Salvador, ...} 0.943778 0.0562219 0.0545931 1334 0.0389023 +C11 ]5119;5310] {United-States, Philippines, Germany, ...} 0 1 0.0494015 102 0.00297454 +C2 ]57;3048] {United-States, Philippines, Germany, ...} 1 0 0.0436867 475 0.013852 +C3 ]3048;3120] {United-States, Philippines, Germany, ...} 0.0550459 0.944954 0.0425916 109 0.00317868 +C4 ]3120;4240] {United-States, Philippines, Germany, ...} 1 0 0.0279595 304 0.0088653 +C1 ]-inf;57] {United-States, Philippines, Germany, ...} 0.789769 0.210231 0.0228055 30086 0.877373 +C5 ]4240;4400] {United-States, Philippines, Germany, ...} 0.117647 0.882353 0.0214762 68 0.00198303 +C7 ]4668;4826] {United-States, Philippines, Germany, ...} 0 1 0.0140455 29 0.000845703 +C10 ]4970;5119] {United-States, Philippines, Germany, ...} 1 0 0.00717381 78 0.00227465 +C6 ]4400;4668] {United-States, Philippines, Germany, ...} 1 0 0.00698987 76 0.00221632 +C13 ]6808;7070] {United-States, Philippines, Germany, ...} 1 0 0.00312705 34 0.000991514 +C34 ]7070;7436] {Mexico, Puerto-Rico, El-Salvador, ...} 0 1 0.00193731 4 0.000116649 +C36 ]7560;10543] {Mexico, Puerto-Rico, El-Salvador, ...} 0 1 0.00193731 4 0.000116649 +C38 ]10585;30900] {Mexico, Puerto-Rico, El-Salvador, ...} 0 1 0.00193731 4 0.000116649 +C8 ]4826;4898] {United-States, Philippines, Germany, ...} 1 0 0.0016555 18 0.000524919 +C9 ]4898;4970] {United-States, Philippines, Germany, ...} 0.3 0.7 0.00160293 10 0.000291622 +C22 ]57;3048] {Mexico, Puerto-Rico, El-Salvador, ...} 1 0 0.00156352 17 0.000495757 +C24 ]3120;4240] {Mexico, Puerto-Rico, El-Salvador, ...} 1 0 0.00147155 16 0.000466595 +C12 ]5310;6808] {United-States, Philippines, Germany, ...} 0.6 0.4 0.00118774 55 0.00160392 +C31 ]5119;5310] {Mexico, Puerto-Rico, El-Salvador, ...} 0 1 0.000968656 2 5.83243e-05 +C40 ]70000;+inf[ {Mexico, Puerto-Rico, El-Salvador, ...} 0 1 0.000968656 2 5.83243e-05 +C17 ]10543;10585] {United-States, Philippines, Germany, ...} 1 0 0.000735776 8 0.000233297 +C19 ]30900;70000] {United-States, Philippines, Germany, ...} 1 0 0.000551832 6 0.000174973 +C15 ]7436;7560] {United-States, Philippines, Germany, ...} 1 0 0.000367888 4 0.000116649 +C25 ]4240;4400] {Mexico, Puerto-Rico, El-Salvador, ...} 1 0 0.000183944 2 5.83243e-05 +C30 ]4970;5119] {Mexico, Puerto-Rico, El-Salvador, ...} 1 0 0.000183944 2 5.83243e-05 +C23 ]3048;3120] {Mexico, Puerto-Rico, El-Salvador, ...} 1 0 9.1972e-05 1 2.91622e-05 +C26 ]4400;4668] {Mexico, Puerto-Rico, El-Salvador, ...} 1 0 9.1972e-05 1 2.91622e-05 +C28 ]4826;4898] {Mexico, Puerto-Rico, El-Salvador, ...} 1 0 9.1972e-05 1 2.91622e-05 +C39 ]30900;70000] {Mexico, Puerto-Rico, El-Salvador, ...} 1 0 9.1972e-05 1 2.91622e-05 + Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R15 +Variables + Type Name + Numerical capital_gain + Categorical race + +Variables stats +capital_gain +Interval Frequency Coverage +]-inf;57] 31420 0.916275 +]57;3048] 492 0.0143478 +]3048;3120] 110 0.00320784 +]3120;4240] 320 0.00933189 +]4240;4400] 70 0.00204135 +]4400;4668] 77 0.00224549 +]4668;4826] 29 0.000845703 +]4826;4898] 19 0.000554081 +]4898;4970] 10 0.000291622 +]4970;5119] 80 0.00233297 +]5119;5310] 104 0.00303287 +]5310;6808] 55 0.00160392 +]6808;7070] 34 0.000991514 +]7070;7436] 269 0.00784462 +]7436;7560] 4 0.000116649 +]7560;10543] 417 0.0121606 +]10543;10585] 8 0.000233297 +]10585;30900] 580 0.0169141 +]30900;70000] 7 0.000204135 +]70000;+inf[ 186 0.00542416 +race +Group Frequency Coverage Size Value list +{White, Asian-Pac-Islander} 30387 0.886151 2 White Asian-Pac-Islander +{Black, Amer-Indian-Eskimo, Other} 3904 0.113849 3 Black Amer-Indian-Eskimo Other * + +Cell frequencies + race +capital_gain {White, Asian-Pac-Islander} {Black, Amer-Indian-Eskimo, Other} Total Coverage +]-inf;57] 27736 3684 31420 0.916275 +]57;3048] 434 58 492 0.0143478 +]3048;3120] 103 7 110 0.00320784 +]3120;4240] 287 33 320 0.00933189 +]4240;4400] 66 4 70 0.00204135 +]4400;4668] 72 5 77 0.00224549 +]4668;4826] 24 5 29 0.000845703 +]4826;4898] 18 1 19 0.000554081 +]4898;4970] 10 0 10 0.000291622 +]4970;5119] 76 4 80 0.00233297 +]5119;5310] 99 5 104 0.00303287 +]5310;6808] 47 8 55 0.00160392 +]6808;7070] 28 6 34 0.000991514 +]7070;7436] 258 11 269 0.00784462 +]7436;7560] 4 0 4 0.000116649 +]7560;10543] 384 33 417 0.0121606 +]10543;10585] 7 1 8 0.000233297 +]10585;30900] 549 31 580 0.0169141 +]30900;70000] 6 1 7 0.000204135 +]70000;+inf[ 179 7 186 0.00542416 +Total 30387 3904 34291 +Coverage 0.886151 0.113849 + +% target value more + race +capital_gain {White, Asian-Pac-Islander} {Black, Amer-Indian-Eskimo, Other} +]-inf;57] 0.217984 0.0960912 +]57;3048] 0 0 +]3048;3120] 0.951456 0.714286 +]3120;4240] 0 0 +]4240;4400] 0.863636 0.75 +]4400;4668] 0 0 +]4668;4826] 1 1 +]4826;4898] 0 0 +]4898;4970] 0.7 0 +]4970;5119] 0 0 +]5119;5310] 1 1 +]5310;6808] 0.446809 0.125 +]6808;7070] 0 0 +]7070;7436] 1 1 +]7436;7560] 0 0 +]7560;10543] 0.994792 1 +]10543;10585] 0 0 +]10585;30900] 0.998179 1 +]30900;70000] 0 0 +]70000;+inf[ 1 1 + +Cells 38 +Cell Id capital_gain race less more Interest Frequency Coverage +C18 ]10585;30900] {White, Asian-Pac-Islander} 0.00182149 0.998179 0.258755 549 0.01601 +C16 ]7560;10543] {White, Asian-Pac-Islander} 0.00520833 0.994792 0.178027 384 0.0111983 +C14 ]7070;7436] {White, Asian-Pac-Islander} 0 1 0.122923 258 0.00752384 +C20 ]70000;+inf[ {White, Asian-Pac-Islander} 0 1 0.0852839 179 0.00522003 +C21 ]-inf;57] {Black, Amer-Indian-Eskimo, Other} 0.903909 0.0960912 0.0826374 3684 0.107433 +C11 ]5119;5310] {White, Asian-Pac-Islander} 0 1 0.0471682 99 0.00288705 +C3 ]3048;3120] {White, Asian-Pac-Islander} 0.0485437 0.951456 0.0404978 103 0.0030037 +C2 ]57;3048] {White, Asian-Pac-Islander} 1 0 0.0392663 434 0.0126564 +C4 ]3120;4240] {White, Asian-Pac-Islander} 1 0 0.0259664 287 0.00836954 +C5 ]4240;4400] {White, Asian-Pac-Islander} 0.136364 0.863636 0.019237 66 0.0019247 +C36 ]7560;10543] {Black, Amer-Indian-Eskimo, Other} 0 1 0.0157227 33 0.000962352 +C38 ]10585;30900] {Black, Amer-Indian-Eskimo, Other} 0 1 0.0147698 31 0.000904027 +C7 ]4668;4826] {White, Asian-Pac-Islander} 0 1 0.0114347 24 0.000699892 +C1 ]-inf;57] {White, Asian-Pac-Islander} 0.782016 0.217984 0.010767 27736 0.808842 +C10 ]4970;5119] {White, Asian-Pac-Islander} 1 0 0.00687612 76 0.00221632 +C6 ]4400;4668] {White, Asian-Pac-Islander} 1 0 0.00651422 72 0.00209968 +C22 ]57;3048] {Black, Amer-Indian-Eskimo, Other} 1 0 0.00524757 58 0.00169141 +C34 ]7070;7436] {Black, Amer-Indian-Eskimo, Other} 0 1 0.00524091 11 0.000320784 +C40 ]70000;+inf[ {Black, Amer-Indian-Eskimo, Other} 0 1 0.00333513 7 0.000204135 +C24 ]3120;4240] {Black, Amer-Indian-Eskimo, Other} 1 0 0.00298568 33 0.000962352 +C13 ]6808;7070] {White, Asian-Pac-Islander} 1 0 0.00253331 28 0.000816541 +C27 ]4668;4826] {Black, Amer-Indian-Eskimo, Other} 0 1 0.00238223 5 0.000145811 +C31 ]5119;5310] {Black, Amer-Indian-Eskimo, Other} 0 1 0.00238223 5 0.000145811 +C8 ]4826;4898] {White, Asian-Pac-Islander} 1 0 0.00162855 18 0.000524919 +C12 ]5310;6808] {White, Asian-Pac-Islander} 0.553191 0.446809 0.00162169 47 0.00137062 +C9 ]4898;4970] {White, Asian-Pac-Islander} 0.3 0.7 0.00157685 10 0.000291622 +C23 ]3048;3120] {Black, Amer-Indian-Eskimo, Other} 0.285714 0.714286 0.00117168 7 0.000204135 +C25 ]4240;4400] {Black, Amer-Indian-Eskimo, Other} 0.25 0.75 0.000772432 4 0.000116649 +C17 ]10543;10585] {White, Asian-Pac-Islander} 1 0 0.000633327 7 0.000204135 +C33 ]6808;7070] {Black, Amer-Indian-Eskimo, Other} 1 0 0.000542852 6 0.000174973 +C19 ]30900;70000] {White, Asian-Pac-Islander} 1 0 0.000542852 6 0.000174973 +C26 ]4400;4668] {Black, Amer-Indian-Eskimo, Other} 1 0 0.000452376 5 0.000145811 +C30 ]4970;5119] {Black, Amer-Indian-Eskimo, Other} 1 0 0.000361901 4 0.000116649 +C15 ]7436;7560] {White, Asian-Pac-Islander} 1 0 0.000361901 4 0.000116649 +C32 ]5310;6808] {Black, Amer-Indian-Eskimo, Other} 0.875 0.125 0.000108266 8 0.000233297 +C28 ]4826;4898] {Black, Amer-Indian-Eskimo, Other} 1 0 9.04753e-05 1 2.91622e-05 +C37 ]10543;10585] {Black, Amer-Indian-Eskimo, Other} 1 0 9.04753e-05 1 2.91622e-05 +C39 ]30900;70000] {Black, Amer-Indian-Eskimo, Other} 1 0 9.04753e-05 1 2.91622e-05 + Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R16 +Variables + Type Name + Numerical age + Categorical native_country + +Variables stats +age +Interval Frequency Coverage +]-inf;21.5] 3294 0.0960602 +]21.5;24.5] 2633 0.076784 +]24.5;27.5] 2547 0.074276 +]27.5;29.5] 1760 0.0513254 +]29.5;35.5] 5506 0.160567 +]35.5;42.5] 6001 0.175002 +]42.5;59.5] 9658 0.281648 +]59.5;66.5] 1785 0.0520545 +]66.5;+inf[ 1107 0.0322825 +native_country +Group Frequency Coverage Size Value list +{United-States, Philippines, Germany, ...} 32773 0.955732 20 United-States Philippines Germany Canada India Cuba England China South Italy Japan Poland Taiwan Iran Greece France Ireland Hong Cambodia Yugoslavia +{Mexico, Puerto-Rico, El-Salvador, ...} 1518 0.0442682 20 Mexico Puerto-Rico El-Salvador Jamaica Dominican-Republic Guatemala Haiti Vietnam Columbia Portugal Nicaragua Peru Ecuador Thailand Trinadad&Tobago * + +Cell frequencies + native_country +age {United-States, Philippines, Germany, ...} {Mexico, Puerto-Rico, El-Salvador, ...} Total Coverage +]-inf;21.5] 3155 139 3294 0.0960602 +]21.5;24.5] 2478 155 2633 0.076784 +]24.5;27.5] 2372 175 2547 0.074276 +]27.5;29.5] 1654 106 1760 0.0513254 +]29.5;35.5] 5238 268 5506 0.160567 +]35.5;42.5] 5749 252 6001 0.175002 +]42.5;59.5] 9299 359 9658 0.281648 +]59.5;66.5] 1738 47 1785 0.0520545 +]66.5;+inf[ 1090 17 1107 0.0322825 +Total 32773 1518 34291 +Coverage 0.955732 0.0442682 + +% target value more + native_country +age {United-States, Philippines, Germany, ...} {Mexico, Puerto-Rico, El-Salvador, ...} +]-inf;21.5] 0.00190174 0.00719424 +]21.5;24.5] 0.0201776 0.0193548 +]24.5;27.5] 0.0851602 0 +]27.5;29.5] 0.155985 0.0377358 +]29.5;35.5] 0.233486 0.0708955 +]35.5;42.5] 0.343538 0.111111 +]42.5;59.5] 0.39273 0.119777 +]59.5;66.5] 0.281933 0.212766 +]66.5;+inf[ 0.192661 0 + +Cells 18 +Cell Id age native_country less more Interest Frequency Coverage +C1 ]-inf;21.5] {United-States, Philippines, Germany, ...} 0.998098 0.00190174 0.3365 3155 0.0920066 +C7 ]42.5;59.5] {United-States, Philippines, Germany, ...} 0.60727 0.39273 0.22275 9299 0.271179 +C2 ]21.5;24.5] {United-States, Philippines, Germany, ...} 0.979822 0.0201776 0.199729 2478 0.0722639 +C3 ]24.5;27.5] {United-States, Philippines, Germany, ...} 0.91484 0.0851602 0.0776615 2372 0.0691727 +C6 ]35.5;42.5] {United-States, Philippines, Germany, ...} 0.656462 0.343538 0.0658712 5749 0.167653 +C12 ]24.5;27.5] {Mexico, Puerto-Rico, El-Salvador, ...} 1 0 0.0194957 175 0.00510338 +C4 ]27.5;29.5] {United-States, Philippines, Germany, ...} 0.844015 0.155985 0.0139001 1654 0.0482342 +C10 ]-inf;21.5] {Mexico, Puerto-Rico, El-Salvador, ...} 0.992806 0.00719424 0.013534 139 0.00405354 +C11 ]21.5;24.5] {Mexico, Puerto-Rico, El-Salvador, ...} 0.980645 0.0193548 0.0126362 155 0.00452014 +C14 ]29.5;35.5] {Mexico, Puerto-Rico, El-Salvador, ...} 0.929104 0.0708955 0.0108223 268 0.00781546 +C13 ]27.5;29.5] {Mexico, Puerto-Rico, El-Salvador, ...} 0.962264 0.0377358 0.00674154 106 0.00309119 +C16 ]42.5;59.5] {Mexico, Puerto-Rico, El-Salvador, ...} 0.880223 0.119777 0.00660246 359 0.0104692 +C15 ]35.5;42.5] {Mexico, Puerto-Rico, El-Salvador, ...} 0.888889 0.111111 0.00541629 252 0.00734887 +C8 ]59.5;66.5] {United-States, Philippines, Germany, ...} 0.718067 0.281933 0.00357532 1738 0.0506839 +C9 ]66.5;+inf[ {United-States, Philippines, Germany, ...} 0.807339 0.192661 0.00269288 1090 0.0317868 +C18 ]66.5;+inf[ {Mexico, Puerto-Rico, El-Salvador, ...} 1 0 0.00189387 17 0.000495757 +C5 ]29.5;35.5] {United-States, Philippines, Germany, ...} 0.766514 0.233486 0.000141539 5238 0.152751 +C17 ]59.5;66.5] {Mexico, Puerto-Rico, El-Salvador, ...} 0.787234 0.212766 3.56318e-05 47 0.00137062 + Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R17 +Variables + Type Name + Numerical hours_per_week + Categorical native_country + +Variables stats +hours_per_week +Interval Frequency Coverage +]-inf;33.5] 5894 0.171882 +]33.5;37.5] 1794 0.0523169 +]37.5;41.5] 16544 0.482459 +]41.5;49.5] 3221 0.0939314 +]49.5;60.5] 5672 0.165408 +]60.5;+inf[ 1166 0.0340031 +native_country +Group Frequency Coverage Size Value list +{United-States, Philippines, Germany, ...} 32856 0.958152 21 United-States Philippines Germany Canada India Cuba England China Jamaica South Italy Japan Poland Taiwan Iran Greece France Ireland Hong Cambodia Yugoslavia +{Mexico, Puerto-Rico, El-Salvador, ...} 1435 0.0418477 19 Mexico Puerto-Rico El-Salvador Dominican-Republic Guatemala Haiti Vietnam Columbia Portugal Nicaragua Peru Ecuador Thailand Trinadad&Tobago * + +Cell frequencies + native_country +hours_per_week {United-States, Philippines, Germany, ...} {Mexico, Puerto-Rico, El-Salvador, ...} Total Coverage +]-inf;33.5] 5672 222 5894 0.171882 +]33.5;37.5] 1688 106 1794 0.0523169 +]37.5;41.5] 15691 853 16544 0.482459 +]41.5;49.5] 3132 89 3221 0.0939314 +]49.5;60.5] 5545 127 5672 0.165408 +]60.5;+inf[ 1128 38 1166 0.0340031 +Total 32856 1435 34291 +Coverage 0.958152 0.0418477 + +% target value more + native_country +hours_per_week {United-States, Philippines, Germany, ...} {Mexico, Puerto-Rico, El-Salvador, ...} +]-inf;33.5] 0.0705219 0.00900901 +]33.5;37.5] 0.152844 0.0471698 +]37.5;41.5] 0.216748 0.0656506 +]41.5;49.5] 0.35728 0.0898876 +]49.5;60.5] 0.447069 0.181102 +]60.5;+inf[ 0.373227 0.0526316 + +Cells 12 +Cell Id hours_per_week native_country less more Interest Frequency Coverage +C5 ]49.5;60.5] {United-States, Philippines, Germany, ...} 0.552931 0.447069 0.377352 5545 0.161704 +C1 ]-inf;33.5] {United-States, Philippines, Germany, ...} 0.929478 0.0705219 0.367966 5672 0.165408 +C4 ]41.5;49.5] {United-States, Philippines, Germany, ...} 0.64272 0.35728 0.0726614 3132 0.0913359 +C9 ]37.5;41.5] {Mexico, Puerto-Rico, El-Salvador, ...} 0.934349 0.0656506 0.0592904 853 0.0248753 +C7 ]-inf;33.5] {Mexico, Puerto-Rico, El-Salvador, ...} 0.990991 0.00900901 0.03358 222 0.006474 +C6 ]60.5;+inf[ {United-States, Philippines, Germany, ...} 0.626773 0.373227 0.0333307 1128 0.0328949 +C2 ]33.5;37.5] {United-States, Philippines, Germany, ...} 0.847156 0.152844 0.0245367 1688 0.0492257 +C3 ]37.5;41.5] {United-States, Philippines, Germany, ...} 0.783252 0.216748 0.013499 15691 0.457584 +C8 ]33.5;37.5] {Mexico, Puerto-Rico, El-Salvador, ...} 0.95283 0.0471698 0.00949374 106 0.00309119 +C10 ]41.5;49.5] {Mexico, Puerto-Rico, El-Salvador, ...} 0.910112 0.0898876 0.00433107 89 0.00259543 +C12 ]60.5;+inf[ {Mexico, Puerto-Rico, El-Salvador, ...} 0.947368 0.0526316 0.00316116 38 0.00110816 +C11 ]49.5;60.5] {Mexico, Puerto-Rico, El-Salvador, ...} 0.818898 0.181102 0.000797843 127 0.0037036 + Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R18 +Variables + Type Name + Numerical hours_per_week + Categorical race + +Variables stats +hours_per_week +Interval Frequency Coverage +]-inf;33.5] 5894 0.171882 +]33.5;38.5] 2316 0.0675396 +]38.5;40.5] 15983 0.466099 +]40.5;49.5] 3260 0.0950687 +]49.5;60.5] 5672 0.165408 +]60.5;+inf[ 1166 0.0340031 +race +Group Frequency Coverage Size Value list +{White, Asian-Pac-Islander} 30387 0.886151 2 White Asian-Pac-Islander +{Black, Amer-Indian-Eskimo} 3904 0.113849 3 Black Amer-Indian-Eskimo * + +Cell frequencies + race +hours_per_week {White, Asian-Pac-Islander} {Black, Amer-Indian-Eskimo} Total Coverage +]-inf;33.5] 5207 687 5894 0.171882 +]33.5;38.5] 1959 357 2316 0.0675396 +]38.5;40.5] 13758 2225 15983 0.466099 +]40.5;49.5] 3041 219 3260 0.0950687 +]49.5;60.5] 5328 344 5672 0.165408 +]60.5;+inf[ 1094 72 1166 0.0340031 +Total 30387 3904 34291 +Coverage 0.886151 0.113849 + +% target value more + race +hours_per_week {White, Asian-Pac-Islander} {Black, Amer-Indian-Eskimo} +]-inf;33.5] 0.0748992 0.0174672 +]33.5;38.5] 0.163349 0.106443 +]38.5;40.5] 0.225978 0.109213 +]40.5;49.5] 0.361065 0.178082 +]49.5;60.5] 0.4497 0.30814 +]60.5;+inf[ 0.371115 0.236111 + +Cells 12 +Cell Id hours_per_week race less more Interest Frequency Coverage +C5 ]49.5;60.5] {White, Asian-Pac-Islander} 0.5503 0.4497 0.368099 5328 0.155376 +C1 ]-inf;33.5] {White, Asian-Pac-Islander} 0.925101 0.0748992 0.314413 5207 0.151847 +C7 ]-inf;33.5] {Black, Amer-Indian-Eskimo} 0.982533 0.0174672 0.0910849 687 0.0200344 +C9 ]38.5;40.5] {Black, Amer-Indian-Eskimo} 0.890787 0.109213 0.0782922 2225 0.0648858 +C4 ]40.5;49.5] {White, Asian-Pac-Islander} 0.638935 0.361065 0.074284 3041 0.0886822 +C6 ]60.5;+inf[ {White, Asian-Pac-Islander} 0.628885 0.371115 0.0310885 1094 0.0319034 +C2 ]33.5;38.5] {White, Asian-Pac-Islander} 0.836651 0.163349 0.0214128 1959 0.0571287 +C8 ]33.5;38.5] {Black, Amer-Indian-Eskimo} 0.893557 0.106443 0.013172 357 0.0104109 +C3 ]38.5;40.5] {White, Asian-Pac-Islander} 0.774022 0.225978 0.0038184 13758 0.401213 +C11 ]49.5;60.5] {Black, Amer-Indian-Eskimo} 0.69186 0.30814 0.00281712 344 0.0100318 +C10 ]40.5;49.5] {Black, Amer-Indian-Eskimo} 0.821918 0.178082 0.00151708 219 0.00638652 +C12 ]60.5;+inf[ {Black, Amer-Indian-Eskimo} 0.763889 0.236111 6.58092e-07 72 0.00209968 + Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R19 +Variables + Type Name + Categorical race + Categorical sex + +Variables stats +race +Group Frequency Coverage Size Value list +{White, Asian-Pac-Islander} 30387 0.886151 2 White Asian-Pac-Islander +{Black, Amer-Indian-Eskimo, Other} 3904 0.113849 3 Black Amer-Indian-Eskimo Other * +sex +Group Frequency Coverage Size Value list +{Male} 22881 0.66726 1 Male +{Female} 11410 0.33274 1 Female * + +Cell frequencies + sex +race {Male} {Female} Total Coverage +{White, Asian-Pac-Islander} 20869 9518 30387 0.886151 +{Black, Amer-Indian-Eskimo, Other} 2012 1892 3904 0.113849 +Total 22881 11410 34291 +Coverage 0.66726 0.33274 + +% target value more + sex +race {Male} {Female} +{White, Asian-Pac-Islander} 0.316306 0.117462 +{Black, Amer-Indian-Eskimo, Other} 0.170477 0.0591966 + +Cells 4 +Cell Id race sex less more Interest Frequency Coverage +C3 {White, Asian-Pac-Islander} {Female} 0.882538 0.117462 0.437218 9518 0.277566 +C1 {White, Asian-Pac-Islander} {Male} 0.683694 0.316306 0.320312 20869 0.608585 +C4 {Black, Amer-Indian-Eskimo, Other} {Female} 0.940803 0.0591966 0.215505 1892 0.0551748 +C2 {Black, Amer-Indian-Eskimo, Other} {Male} 0.829523 0.170477 0.0269656 2012 0.0586743 + Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R20 +Variables + Type Name + Numerical capital_loss + Categorical workclass + +Variables stats +capital_loss +Interval Frequency Coverage +]-inf;70] 32696 0.953486 +]70;1457] 89 0.00259543 +]1457;1494] 46 0.00134146 +]1494;1537] 17 0.000495757 +]1537;1568.5] 31 0.000904027 +]1568.5;1789] 374 0.0109067 +]1789;1846] 9 0.00026246 +]1846;1859] 49 0.00142895 +]1859;1881] 42 0.00122481 +]1881;1906.5] 361 0.0105275 +]1906.5;1975.5] 23 0.00067073 +]1975.5;1978.5] 184 0.00536584 +]1978.5;2156] 118 0.00344114 +]2156;2384] 123 0.00358695 +]2384;2580] 98 0.00285789 +]2580;+inf[ 31 0.000904027 +workclass +Group Frequency Coverage Size Value list +{Private, Without-pay} 25783 0.751888 3 Private Without-pay * +{Self-emp-not-inc, Local-gov, State-gov} 6312 0.184072 3 Self-emp-not-inc Local-gov State-gov +{Self-emp-inc} 1194 0.0348196 1 Self-emp-inc +{Federal-gov} 1002 0.0292205 1 Federal-gov + +Cell frequencies + workclass +capital_loss {Private, Without-pay} {Self-emp-not-inc, Local-gov, State-gov} {Self-emp-inc} {Federal-gov} Total Coverage +]-inf;70] 24668 5982 1094 952 32696 0.953486 +]70;1457] 67 16 1 5 89 0.00259543 +]1457;1494] 32 10 4 0 46 0.00134146 +]1494;1537] 13 4 0 0 17 0.000495757 +]1537;1568.5] 24 5 1 1 31 0.000904027 +]1568.5;1789] 291 62 11 10 374 0.0109067 +]1789;1846] 6 2 1 0 9 0.00026246 +]1846;1859] 37 9 0 3 49 0.00142895 +]1859;1881] 27 11 1 3 42 0.00122481 +]1881;1906.5] 247 79 25 10 361 0.0105275 +]1906.5;1975.5] 16 6 0 1 23 0.00067073 +]1975.5;1978.5] 110 46 21 7 184 0.00536584 +]1978.5;2156] 88 23 0 7 118 0.00344114 +]2156;2384] 75 37 10 1 123 0.00358695 +]2384;2580] 54 18 24 2 98 0.00285789 +]2580;+inf[ 28 2 1 0 31 0.000904027 +Total 25783 6312 1194 1002 34291 +Coverage 0.751888 0.184072 0.0348196 0.0292205 + +% target value more + workclass +capital_loss {Private, Without-pay} {Self-emp-not-inc, Local-gov, State-gov} {Self-emp-inc} {Federal-gov} +]-inf;70] 0.195111 0.266132 0.542962 0.390756 +]70;1457] 0.0298507 0 0 0 +]1457;1494] 0.53125 0.7 0.75 0 +]1494;1537] 0 0 0 0 +]1537;1568.5] 1 1 1 1 +]1568.5;1789] 0 0 0 0 +]1789;1846] 0.166667 0.5 1 0 +]1846;1859] 1 1 0 1 +]1859;1881] 0 0 0 0 +]1881;1906.5] 0.97166 0.974684 1 0.8 +]1906.5;1975.5] 0.0625 0 0 0 +]1975.5;1978.5] 1 1 1 1 +]1978.5;2156] 0 0 0 0 +]2156;2384] 0.373333 0.405405 0.4 1 +]2384;2580] 0.925926 0.944444 1 1 +]2580;+inf[ 0.428571 1 1 0 + +Cells 56 +Cell Id capital_loss workclass less more Interest Frequency Coverage +C10 ]1881;1906.5] {Private, Without-pay} 0.0283401 0.97166 0.197792 247 0.00720306 +C33 ]-inf;70] {Self-emp-inc} 0.457038 0.542962 0.147076 1094 0.0319034 +C12 ]1975.5;1978.5] {Private, Without-pay} 0 1 0.0992922 110 0.00320784 +C1 ]-inf;70] {Private, Without-pay} 0.804889 0.195111 0.0837485 24668 0.719372 +C26 ]1881;1906.5] {Self-emp-not-inc, Local-gov, State-gov} 0.0253165 0.974684 0.063976 79 0.00230381 +C6 ]1568.5;1789] {Private, Without-pay} 1 0 0.0498806 291 0.00848619 +C28 ]1975.5;1978.5] {Self-emp-not-inc, Local-gov, State-gov} 0 1 0.0415222 46 0.00134146 +C15 ]2384;2580] {Private, Without-pay} 0.0740741 0.925926 0.0368425 54 0.00157476 +C49 ]-inf;70] {Federal-gov} 0.609244 0.390756 0.034234 952 0.0277624 +C8 ]1846;1859] {Private, Without-pay} 0 1 0.0333983 37 0.001079 +C42 ]1881;1906.5] {Self-emp-inc} 0 1 0.0225664 25 0.000729054 +C5 ]1537;1568.5] {Private, Without-pay} 0 1 0.0216638 24 0.000699892 +C47 ]2384;2580] {Self-emp-inc} 0 1 0.0216638 24 0.000699892 +C44 ]1975.5;1978.5] {Self-emp-inc} 0 1 0.0189558 21 0.000612406 +C13 ]1978.5;2156] {Private, Without-pay} 1 0 0.0150842 88 0.00256627 +C31 ]2384;2580] {Self-emp-not-inc, Local-gov, State-gov} 0.0555556 0.944444 0.0130854 18 0.000524919 +C22 ]1568.5;1789] {Self-emp-not-inc, Local-gov, State-gov} 1 0 0.0106275 62 0.00180805 +C24 ]1846;1859] {Self-emp-not-inc, Local-gov, State-gov} 0 1 0.00812391 9 0.00026246 +C17 ]-inf;70] {Self-emp-not-inc, Local-gov, State-gov} 0.733868 0.266132 0.00779221 5982 0.174448 +C2 ]70;1457] {Private, Without-pay} 0.970149 0.0298507 0.00728596 67 0.00195387 +C60 ]1975.5;1978.5] {Federal-gov} 0 1 0.0063186 7 0.000204135 +C9 ]1859;1881] {Private, Without-pay} 1 0 0.00462809 27 0.000787379 +C21 ]1537;1568.5] {Self-emp-not-inc, Local-gov, State-gov} 0 1 0.00451328 5 0.000145811 +C58 ]1881;1906.5] {Federal-gov} 0.2 0.8 0.00441404 10 0.000291622 +C3 ]1457;1494] {Private, Without-pay} 0.46875 0.53125 0.00399292 32 0.000933189 +C29 ]1978.5;2156] {Self-emp-not-inc, Local-gov, State-gov} 1 0 0.00394245 23 0.00067073 +C19 ]1457;1494] {Self-emp-not-inc, Local-gov, State-gov} 0.3 0.7 0.00298743 10 0.000291622 +C18 ]70;1457] {Self-emp-not-inc, Local-gov, State-gov} 1 0 0.00274257 16 0.000466595 +C56 ]1846;1859] {Federal-gov} 0 1 0.00270797 3 8.74865e-05 +C4 ]1494;1537] {Private, Without-pay} 1 0 0.00222834 13 0.000379108 +C14 ]2156;2384] {Private, Without-pay} 0.626667 0.373333 0.00213708 75 0.00218716 +C38 ]1568.5;1789] {Self-emp-inc} 1 0 0.00188552 11 0.000320784 +C25 ]1859;1881] {Self-emp-not-inc, Local-gov, State-gov} 1 0 0.00188552 11 0.000320784 +C63 ]2384;2580] {Federal-gov} 0 1 0.00180531 2 5.83243e-05 +C32 ]2580;+inf[ {Self-emp-not-inc, Local-gov, State-gov} 0 1 0.00180531 2 5.83243e-05 +C54 ]1568.5;1789] {Federal-gov} 1 0 0.00171411 10 0.000291622 +C30 ]2156;2384] {Self-emp-not-inc, Local-gov, State-gov} 0.594595 0.405405 0.00158578 37 0.001079 +C16 ]2580;+inf[ {Private, Without-pay} 0.571429 0.428571 0.0015375 28 0.000816541 +C35 ]1457;1494] {Self-emp-inc} 0.25 0.75 0.00146342 4 0.000116649 +C61 ]1978.5;2156] {Federal-gov} 1 0 0.00119988 7 0.000204135 +C11 ]1906.5;1975.5] {Private, Without-pay} 0.9375 0.0625 0.00111907 16 0.000466595 +C27 ]1906.5;1975.5] {Self-emp-not-inc, Local-gov, State-gov} 1 0 0.00102847 6 0.000174973 +C37 ]1537;1568.5] {Self-emp-inc} 0 1 0.000902657 1 2.91622e-05 +C53 ]1537;1568.5] {Federal-gov} 0 1 0.000902657 1 2.91622e-05 +C39 ]1789;1846] {Self-emp-inc} 0 1 0.000902657 1 2.91622e-05 +C62 ]2156;2384] {Federal-gov} 0 1 0.000902657 1 2.91622e-05 +C48 ]2580;+inf[ {Self-emp-inc} 0 1 0.000902657 1 2.91622e-05 +C50 ]70;1457] {Federal-gov} 1 0 0.000857054 5 0.000145811 +C20 ]1494;1537] {Self-emp-not-inc, Local-gov, State-gov} 1 0 0.000685643 4 0.000116649 +C57 ]1859;1881] {Federal-gov} 1 0 0.000514233 3 8.74865e-05 +C46 ]2156;2384] {Self-emp-inc} 0.6 0.4 0.000402478 10 0.000291622 +C23 ]1789;1846] {Self-emp-not-inc, Local-gov, State-gov} 0.5 0.5 0.000201394 2 5.83243e-05 +C34 ]70;1457] {Self-emp-inc} 1 0 0.000171411 1 2.91622e-05 +C41 ]1859;1881] {Self-emp-inc} 1 0 0.000171411 1 2.91622e-05 +C59 ]1906.5;1975.5] {Federal-gov} 1 0 0.000171411 1 2.91622e-05 +C7 ]1789;1846] {Private, Without-pay} 0.833333 0.166667 5.79391e-05 6 0.000174973 + Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R21 +Variables + Type Name + Categorical sex + Categorical workclass + +Variables stats +sex +Group Frequency Coverage Size Value list +{Male} 22881 0.66726 1 Male +{Female} 11410 0.33274 1 Female * +workclass +Group Frequency Coverage Size Value list +{Private, Without-pay} 25783 0.751888 3 Private Without-pay * +{Local-gov, State-gov} 3639 0.106121 2 Local-gov State-gov +{Self-emp-not-inc} 2673 0.0779505 1 Self-emp-not-inc +{Self-emp-inc} 1194 0.0348196 1 Self-emp-inc +{Federal-gov} 1002 0.0292205 1 Federal-gov + +Cell frequencies + workclass +sex {Private, Without-pay} {Local-gov, State-gov} {Self-emp-not-inc} {Self-emp-inc} {Federal-gov} Total Coverage +{Male} 16719 2189 2235 1053 685 22881 0.66726 +{Female} 9064 1450 438 141 317 11410 0.33274 +Total 25783 3639 2673 1194 1002 34291 +Coverage 0.751888 0.106121 0.0779505 0.0348196 0.0292205 + +% target value more + workclass +sex {Private, Without-pay} {Local-gov, State-gov} {Self-emp-not-inc} {Self-emp-inc} {Federal-gov} +{Male} 0.270411 0.360895 0.300671 0.594492 0.489051 +{Female} 0.0898058 0.158621 0.180365 0.340426 0.18612 + +Cells 10 +Cell Id sex workclass less more Interest Frequency Coverage +C2 {Female} {Private, Without-pay} 0.910194 0.0898058 0.532449 9064 0.264326 +C7 {Male} {Self-emp-inc} 0.405508 0.594492 0.238776 1053 0.0307078 +C9 {Male} {Federal-gov} 0.510949 0.489051 0.0796286 685 0.0199761 +C3 {Male} {Local-gov, State-gov} 0.639105 0.360895 0.0648578 2189 0.063836 +C1 {Male} {Private, Without-pay} 0.729589 0.270411 0.0361898 16719 0.487562 +C4 {Female} {Local-gov, State-gov} 0.841379 0.158621 0.0219194 1450 0.0422851 +C5 {Male} {Self-emp-not-inc} 0.699329 0.300671 0.0178497 2235 0.0651775 +C6 {Female} {Self-emp-not-inc} 0.819635 0.180365 0.00340634 438 0.012773 +C8 {Female} {Self-emp-inc} 0.659574 0.340426 0.00293697 141 0.00411187 +C10 {Female} {Federal-gov} 0.81388 0.18612 0.00198661 317 0.00924441 + Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R22 +Variables + Type Name + Categorical occupation + Categorical race + +Variables stats +occupation +Group Frequency Coverage Size Value list +{Prof-specialty, Protective-serv} 7015 0.204573 2 Prof-specialty Protective-serv +{Adm-clerical, Machine-op-inspct, Farming-fishing} 6988 0.203785 3 Adm-clerical Machine-op-inspct Farming-fishing +{Craft-repair, Transport-moving} 6005 0.175119 2 Craft-repair Transport-moving +{Sales, Tech-support, Armed-Forces} 4919 0.143449 3 Sales Tech-support Armed-Forces * +{Exec-managerial} 4290 0.125106 1 Exec-managerial +{Other-service, Priv-house-serv} 3637 0.106063 2 Other-service Priv-house-serv +{Handlers-cleaners} 1437 0.041906 1 Handlers-cleaners +race +Group Frequency Coverage Size Value list +{White, Asian-Pac-Islander} 30387 0.886151 2 White Asian-Pac-Islander +{Black, Amer-Indian-Eskimo, Other} 3904 0.113849 3 Black Amer-Indian-Eskimo Other * + +Cell frequencies + race +occupation {White, Asian-Pac-Islander} {Black, Amer-Indian-Eskimo, Other} Total Coverage +{Prof-specialty, Protective-serv} 6294 721 7015 0.204573 +{Adm-clerical, Machine-op-inspct, Farming-fishing} 5984 1004 6988 0.203785 +{Craft-repair, Transport-moving} 5431 574 6005 0.175119 +{Sales, Tech-support, Armed-Forces} 4514 405 4919 0.143449 +{Exec-managerial} 3999 291 4290 0.125106 +{Other-service, Priv-house-serv} 2949 688 3637 0.106063 +{Handlers-cleaners} 1216 221 1437 0.041906 +Total 30387 3904 34291 +Coverage 0.886151 0.113849 + +% target value more + race +occupation {White, Asian-Pac-Islander} {Black, Amer-Indian-Eskimo, Other} +{Prof-specialty, Protective-serv} 0.354147 0.185853 +{Adm-clerical, Machine-op-inspct, Farming-fishing} 0.137032 0.0667331 +{Craft-repair, Transport-moving} 0.225373 0.160279 +{Sales, Tech-support, Armed-Forces} 0.286885 0.106173 +{Exec-managerial} 0.486872 0.312715 +{Other-service, Priv-house-serv} 0.0403527 0.0276163 +{Handlers-cleaners} 0.0699013 0.040724 + +Cells 14 +Cell Id occupation race less more Interest Frequency Coverage +C5 {Exec-managerial} {White, Asian-Pac-Islander} 0.513128 0.486872 0.308127 3999 0.11662 +C6 {Other-service, Priv-house-serv} {White, Asian-Pac-Islander} 0.959647 0.0403527 0.235134 2949 0.0859992 +C1 {Prof-specialty, Protective-serv} {White, Asian-Pac-Islander} 0.645853 0.354147 0.112691 6294 0.183547 +C2 {Adm-clerical, Machine-op-inspct, Farming-fishing} {White, Asian-Pac-Islander} 0.862968 0.137032 0.101515 5984 0.174506 +C13 {Other-service, Priv-house-serv} {Black, Amer-Indian-Eskimo, Other} 0.972384 0.0276163 0.0650571 688 0.0200636 +C7 {Handlers-cleaners} {White, Asian-Pac-Islander} 0.930099 0.0699013 0.0646632 1216 0.0354612 +C9 {Adm-clerical, Machine-op-inspct, Farming-fishing} {Black, Amer-Indian-Eskimo, Other} 0.933267 0.0667331 0.0558418 1004 0.0292788 +C14 {Handlers-cleaners} {Black, Amer-Indian-Eskimo, Other} 0.959276 0.040724 0.0175338 221 0.00644484 +C4 {Sales, Tech-support, Armed-Forces} {White, Asian-Pac-Islander} 0.713115 0.286885 0.0148929 4514 0.131638 +C11 {Sales, Tech-support, Armed-Forces} {Black, Amer-Indian-Eskimo, Other} 0.893827 0.106173 0.0123034 405 0.0118107 +C10 {Craft-repair, Transport-moving} {Black, Amer-Indian-Eskimo, Other} 0.839721 0.160279 0.00559448 574 0.0167391 +C8 {Prof-specialty, Protective-serv} {Black, Amer-Indian-Eskimo, Other} 0.814147 0.185853 0.0030772 721 0.0210259 +C12 {Exec-managerial} {Black, Amer-Indian-Eskimo, Other} 0.687285 0.312715 0.00221024 291 0.00848619 +C3 {Craft-repair, Transport-moving} {White, Asian-Pac-Islander} 0.774627 0.225373 0.00135973 5431 0.15838 + Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R23 +Variables + Type Name + Categorical native_country + Categorical occupation + +Variables stats +native_country +Group Frequency Coverage Size Value list +{United-States, England, China, ...} 31889 0.929952 10 United-States England China Jamaica Japan Poland Portugal France Ireland Hong +{Mexico, Puerto-Rico, El-Salvador, ...} 1471 0.0428976 19 Mexico Puerto-Rico El-Salvador South Dominican-Republic Guatemala Haiti Vietnam Columbia Nicaragua Peru Ecuador Thailand Trinadad&Tobago * +{Philippines, Germany, Canada, ...} 931 0.02715 11 Philippines Germany Canada India Cuba Italy Taiwan Iran Greece Cambodia Yugoslavia +occupation +Group Frequency Coverage Size Value list +{Prof-specialty, Protective-serv, Armed-Forces} 7028 0.204952 3 Prof-specialty Protective-serv Armed-Forces * +{Adm-clerical, Machine-op-inspct, Farming-fishing} 6988 0.203785 3 Adm-clerical Machine-op-inspct Farming-fishing +{Craft-repair, Transport-moving} 6005 0.175119 2 Craft-repair Transport-moving +{Other-service, Handlers-cleaners, Priv-house-serv} 5074 0.147969 3 Other-service Handlers-cleaners Priv-house-serv +{Sales, Tech-support} 4906 0.14307 2 Sales Tech-support +{Exec-managerial} 4290 0.125106 1 Exec-managerial + +Cell frequencies + occupation +native_country {Prof-specialty, Protective-serv, Armed-Forces} {Adm-clerical, Machine-op-inspct, Farming-fishing} {Craft-repair, Transport-moving} {Other-service, Handlers-cleaners, Priv-house-serv} {Sales, Tech-support} {Exec-managerial} Total Coverage +{United-States, England, China, ...} 6610 6384 5622 4509 4656 4108 31889 0.929952 +{Mexico, Puerto-Rico, El-Salvador, ...} 170 420 257 431 124 69 1471 0.0428976 +{Philippines, Germany, Canada, ...} 248 184 126 134 126 113 931 0.02715 +Total 7028 6988 6005 5074 4906 4290 34291 +Coverage 0.204952 0.203785 0.175119 0.147969 0.14307 0.125106 + +% target value more + occupation +native_country {Prof-specialty, Protective-serv, Armed-Forces} {Adm-clerical, Machine-op-inspct, Farming-fishing} {Craft-repair, Transport-moving} {Other-service, Handlers-cleaners, Priv-house-serv} {Sales, Tech-support} {Exec-managerial} +{United-States, England, China, ...} 0.336762 0.130796 0.225009 0.044134 0.275129 0.477605 +{Mexico, Puerto-Rico, El-Salvador, ...} 0.176471 0.0214286 0.0856031 0.0232019 0.153226 0.231884 +{Philippines, Germany, Canada, ...} 0.447581 0.233696 0.230159 0.171642 0.269841 0.530973 + +Cells 18 +Cell Id native_country occupation less more Interest Frequency Coverage +C10 {United-States, England, China, ...} {Other-service, Handlers-cleaners, Priv-house-serv} 0.955866 0.044134 0.347718 4509 0.131492 +C16 {United-States, England, China, ...} {Exec-managerial} 0.522395 0.477605 0.299599 4108 0.119798 +C4 {United-States, England, China, ...} {Adm-clerical, Machine-op-inspct, Farming-fishing} 0.869204 0.130796 0.125361 6384 0.186171 +C1 {United-States, England, China, ...} {Prof-specialty, Protective-serv, Armed-Forces} 0.663238 0.336762 0.0879635 6610 0.192762 +C11 {Mexico, Puerto-Rico, El-Salvador, ...} {Other-service, Handlers-cleaners, Priv-house-serv} 0.976798 0.0232019 0.0440215 431 0.0125689 +C5 {Mexico, Puerto-Rico, El-Salvador, ...} {Adm-clerical, Machine-op-inspct, Farming-fishing} 0.978571 0.0214286 0.0439519 420 0.0122481 +C3 {Philippines, Germany, Canada, ...} {Prof-specialty, Protective-serv, Armed-Forces} 0.552419 0.447581 0.0140159 248 0.00723222 +C18 {Philippines, Germany, Canada, ...} {Exec-managerial} 0.469027 0.530973 0.012083 113 0.00329533 +C8 {Mexico, Puerto-Rico, El-Salvador, ...} {Craft-repair, Transport-moving} 0.914397 0.0856031 0.0110403 257 0.00749468 +C13 {United-States, England, China, ...} {Sales, Tech-support} 0.724871 0.275129 0.00905892 4656 0.135779 +C7 {United-States, England, China, ...} {Craft-repair, Transport-moving} 0.774991 0.225009 0.00151393 5622 0.16395 +C14 {Mexico, Puerto-Rico, El-Salvador, ...} {Sales, Tech-support} 0.846774 0.153226 0.00147587 124 0.00361611 +C2 {Mexico, Puerto-Rico, El-Salvador, ...} {Prof-specialty, Protective-serv, Armed-Forces} 0.823529 0.176471 0.00103727 170 0.00495757 +C12 {Philippines, Germany, Canada, ...} {Other-service, Handlers-cleaners, Priv-house-serv} 0.828358 0.171642 0.000955929 134 0.00390773 +C15 {Philippines, Germany, Canada, ...} {Sales, Tech-support} 0.730159 0.269841 0.000180499 126 0.00367443 +C9 {Philippines, Germany, Canada, ...} {Craft-repair, Transport-moving} 0.769841 0.230159 1.2751e-05 126 0.00367443 +C6 {Philippines, Germany, Canada, ...} {Adm-clerical, Machine-op-inspct, Farming-fishing} 0.766304 0.233696 6.01489e-06 184 0.00536584 +C17 {Mexico, Puerto-Rico, El-Salvador, ...} {Exec-managerial} 0.768116 0.231884 4.34963e-06 69 0.00201219 + Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R24 +Variables + Type Name + Numerical capital_loss + Categorical sex + +Variables stats +capital_loss +Interval Frequency Coverage +]-inf;70] 32696 0.953486 +]70;1457] 89 0.00259543 +]1457;1494] 46 0.00134146 +]1494;1537] 17 0.000495757 +]1537;1568.5] 31 0.000904027 +]1568.5;1789] 374 0.0109067 +]1789;1846] 9 0.00026246 +]1846;1859] 49 0.00142895 +]1859;1881] 42 0.00122481 +]1881;1906.5] 361 0.0105275 +]1906.5;1975.5] 23 0.00067073 +]1975.5;1978.5] 184 0.00536584 +]1978.5;2156] 118 0.00344114 +]2156;2384] 123 0.00358695 +]2384;2580] 98 0.00285789 +]2580;+inf[ 31 0.000904027 +sex +Group Frequency Coverage Size Value list +{Male} 22881 0.66726 1 Male +{Female} 11410 0.33274 1 Female * + +Cell frequencies + sex +capital_loss {Male} {Female} Total Coverage +]-inf;70] 21682 11014 32696 0.953486 +]70;1457] 41 48 89 0.00259543 +]1457;1494] 39 7 46 0.00134146 +]1494;1537] 10 7 17 0.000495757 +]1537;1568.5] 18 13 31 0.000904027 +]1568.5;1789] 235 139 374 0.0109067 +]1789;1846] 9 0 9 0.00026246 +]1846;1859] 44 5 49 0.00142895 +]1859;1881] 26 16 42 0.00122481 +]1881;1906.5] 316 45 361 0.0105275 +]1906.5;1975.5] 13 10 23 0.00067073 +]1975.5;1978.5] 167 17 184 0.00536584 +]1978.5;2156] 91 27 118 0.00344114 +]2156;2384] 92 31 123 0.00358695 +]2384;2580] 78 20 98 0.00285789 +]2580;+inf[ 20 11 31 0.000904027 +Total 22881 11410 34291 +Coverage 0.66726 0.33274 + +% target value more + sex +capital_loss {Male} {Female} +]-inf;70] 0.288488 0.101326 +]70;1457] 0.0487805 0 +]1457;1494] 0.538462 0.857143 +]1494;1537] 0 0 +]1537;1568.5] 1 1 +]1568.5;1789] 0 0 +]1789;1846] 0.333333 0 +]1846;1859] 1 1 +]1859;1881] 0 0 +]1881;1906.5] 0.971519 0.955556 +]1906.5;1975.5] 0 0.1 +]1975.5;1978.5] 1 1 +]1978.5;2156] 0 0 +]2156;2384] 0.445652 0.225806 +]2384;2580] 0.948718 0.95 +]2580;+inf[ 0.6 0.272727 + +Cells 31 +Cell Id capital_loss sex less more Interest Frequency Coverage +C17 ]-inf;70] {Female} 0.898674 0.101326 0.34524 11014 0.321192 +C10 ]1881;1906.5] {Male} 0.028481 0.971519 0.20308 316 0.00921525 +C12 ]1975.5;1978.5] {Male} 0 1 0.121042 167 0.00487008 +C1 ]-inf;70] {Male} 0.711512 0.288488 0.0725517 21682 0.632294 +C15 ]2384;2580] {Male} 0.0512821 0.948718 0.0462108 78 0.00227465 +C6 ]1568.5;1789] {Male} 1 0 0.0323446 235 0.00685311 +C8 ]1846;1859] {Male} 0 1 0.0318912 44 0.00128314 +C26 ]1881;1906.5] {Female} 0.0444444 0.955556 0.027306 45 0.0013123 +C22 ]1568.5;1789] {Female} 1 0 0.0191315 139 0.00405354 +C5 ]1537;1568.5] {Male} 0 1 0.0130464 18 0.000524919 +C13 ]1978.5;2156] {Male} 1 0 0.0125249 91 0.00265376 +C28 ]1975.5;1978.5] {Female} 0 1 0.0123216 17 0.000495757 +C31 ]2384;2580] {Female} 0.05 0.95 0.011902 20 0.000583243 +C21 ]1537;1568.5] {Female} 0 1 0.0094224 13 0.000379108 +C18 ]70;1457] {Female} 1 0 0.00660655 48 0.00139978 +C14 ]2156;2384] {Male} 0.554348 0.445652 0.00477819 92 0.00268292 +C3 ]1457;1494] {Male} 0.461538 0.538462 0.00409251 39 0.00113732 +C29 ]1978.5;2156] {Female} 1 0 0.00371619 27 0.000787379 +C24 ]1846;1859] {Female} 0 1 0.003624 5 0.000145811 +C9 ]1859;1881] {Male} 1 0 0.00357855 26 0.000758216 +C19 ]1457;1494] {Female} 0.142857 0.857143 0.00303534 7 0.000204135 +C16 ]2580;+inf[ {Male} 0.4 0.6 0.002995 20 0.000583243 +C2 ]70;1457] {Male} 0.95122 0.0487805 0.00277812 41 0.00119565 +C25 ]1859;1881] {Female} 1 0 0.00220218 16 0.000466595 +C11 ]1906.5;1975.5] {Male} 1 0 0.00178928 13 0.000379108 +C4 ]1494;1537] {Male} 1 0 0.00137637 10 0.000291622 +C20 ]1494;1537] {Female} 1 0 0.000963456 7 0.000204135 +C27 ]1906.5;1975.5] {Female} 0.9 0.1 0.000320346 10 0.000291622 +C7 ]1789;1846] {Male} 0.666667 0.333333 0.000104594 9 0.00026246 +C32 ]2580;+inf[ {Female} 0.727273 0.272727 1.75228e-05 11 0.000320784 +C30 ]2156;2384] {Female} 0.774194 0.225806 6.89814e-06 31 0.000904027 + Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R25 +Variables + Type Name + Categorical education + Categorical race + +Variables stats +education +Group Frequency Coverage Size Value list +{HS-grad} 11102 0.323758 1 HS-grad +{Some-college} 7645 0.222945 1 Some-college +{Bachelors} 5645 0.16462 1 Bachelors +{11th, 10th, 7th-8th, ...} 4482 0.130705 8 11th 10th 7th-8th 9th 12th 5th-6th 1st-4th Preschool * +{Assoc-voc, Assoc-acdm} 2586 0.0754134 2 Assoc-voc Assoc-acdm +{Masters} 1842 0.0537167 1 Masters +{Prof-school, Doctorate} 989 0.0288414 2 Prof-school Doctorate +race +Group Frequency Coverage Size Value list +{White, Asian-Pac-Islander} 30387 0.886151 2 White Asian-Pac-Islander +{Black, Amer-Indian-Eskimo, Other} 3904 0.113849 3 Black Amer-Indian-Eskimo Other * + +Cell frequencies + race +education {White, Asian-Pac-Islander} {Black, Amer-Indian-Eskimo, Other} Total Coverage +{HS-grad} 9634 1468 11102 0.323758 +{Some-college} 6743 902 7645 0.222945 +{Bachelors} 5242 403 5645 0.16462 +{11th, 10th, 7th-8th, ...} 3777 705 4482 0.130705 +{Assoc-voc, Assoc-acdm} 2313 273 2586 0.0754134 +{Masters} 1726 116 1842 0.0537167 +{Prof-school, Doctorate} 952 37 989 0.0288414 +Total 30387 3904 34291 +Coverage 0.886151 0.113849 + +% target value more + race +education {White, Asian-Pac-Islander} {Black, Amer-Indian-Eskimo, Other} +{HS-grad} 0.17158 0.0674387 +{Some-college} 0.197538 0.117517 +{Bachelors} 0.423693 0.287841 +{11th, 10th, 7th-8th, ...} 0.0611597 0.0340426 +{Assoc-voc, Assoc-acdm} 0.273238 0.128205 +{Masters} 0.549826 0.439655 +{Prof-school, Doctorate} 0.736345 0.648649 + +Cells 14 +Cell Id education race less more Interest Frequency Coverage +C7 {Prof-school, Doctorate} {White, Asian-Pac-Islander} 0.263655 0.736345 0.229307 952 0.0277624 +C3 {Bachelors} {White, Asian-Pac-Islander} 0.576307 0.423693 0.190295 5242 0.152868 +C4 {11th, 10th, 7th-8th, ...} {White, Asian-Pac-Islander} 0.93884 0.0611597 0.186961 3777 0.110146 +C6 {Masters} {White, Asian-Pac-Islander} 0.450174 0.549826 0.168177 1726 0.0503339 +C8 {HS-grad} {Black, Amer-Indian-Eskimo, Other} 0.932561 0.0674387 0.066553 1468 0.0428101 +C1 {HS-grad} {White, Asian-Pac-Islander} 0.82842 0.17158 0.0557204 9634 0.280948 +C11 {11th, 10th, 7th-8th, ...} {Black, Amer-Indian-Eskimo, Other} 0.965957 0.0340426 0.0503497 705 0.0205593 +C9 {Some-college} {Black, Amer-Indian-Eskimo, Other} 0.882483 0.117517 0.0184834 902 0.0263043 +C2 {Some-college} {White, Asian-Pac-Islander} 0.802462 0.197538 0.0141295 6743 0.196641 +C14 {Prof-school, Doctorate} {Black, Amer-Indian-Eskimo, Other} 0.351351 0.648649 0.00610806 37 0.001079 +C13 {Masters} {Black, Amer-Indian-Eskimo, Other} 0.560345 0.439655 0.0049289 116 0.00338281 +C12 {Assoc-voc, Assoc-acdm} {Black, Amer-Indian-Eskimo, Other} 0.871795 0.128205 0.0045679 273 0.00796127 +C5 {Assoc-voc, Assoc-acdm} {White, Asian-Pac-Islander} 0.726762 0.273238 0.00328178 2313 0.0674521 +C10 {Bachelors} {Black, Amer-Indian-Eskimo, Other} 0.712159 0.287841 0.00113731 403 0.0117524 + Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R26 +Variables + Type Name + Categorical education + Categorical native_country + +Variables stats +education +Group Frequency Coverage Size Value list +{HS-grad} 11102 0.323758 1 HS-grad +{Some-college} 7645 0.222945 1 Some-college +{Bachelors} 5645 0.16462 1 Bachelors +{11th, 10th, 7th-8th, ...} 4482 0.130705 8 11th 10th 7th-8th 9th 12th 5th-6th 1st-4th Preschool * +{Assoc-voc, Assoc-acdm} 2586 0.0754134 2 Assoc-voc Assoc-acdm +{Masters} 1842 0.0537167 1 Masters +{Prof-school, Doctorate} 989 0.0288414 2 Prof-school Doctorate +native_country +Group Frequency Coverage Size Value list +{United-States, Philippines, Germany, ...} 32926 0.960194 21 United-States Philippines Germany Puerto-Rico Canada India Cuba England Jamaica South Italy Japan Haiti Poland Portugal Iran Greece France Ireland Cambodia Yugoslavia +{Mexico, El-Salvador, China, ...} 1365 0.0398064 19 Mexico El-Salvador China Dominican-Republic Guatemala Vietnam Columbia Taiwan Nicaragua Peru Ecuador Hong Thailand Trinadad&Tobago * + +Cell frequencies + native_country +education {United-States, Philippines, Germany, ...} {Mexico, El-Salvador, China, ...} Total Coverage +{HS-grad} 10786 316 11102 0.323758 +{Some-college} 7479 166 7645 0.222945 +{Bachelors} 5513 132 5645 0.16462 +{11th, 10th, 7th-8th, ...} 3875 607 4482 0.130705 +{Assoc-voc, Assoc-acdm} 2540 46 2586 0.0754134 +{Masters} 1782 60 1842 0.0537167 +{Prof-school, Doctorate} 951 38 989 0.0288414 +Total 32926 1365 34291 +Coverage 0.960194 0.0398064 + +% target value more + native_country +education {United-States, Philippines, Germany, ...} {Mexico, El-Salvador, China, ...} +{HS-grad} 0.1603 0.0727848 +{Some-college} 0.191336 0.0421687 +{Bachelors} 0.420279 0.151515 +{11th, 10th, 7th-8th, ...} 0.0629677 0.0181219 +{Assoc-voc, Assoc-acdm} 0.26063 0.108696 +{Masters} 0.546577 0.433333 +{Prof-school, Doctorate} 0.73817 0.605263 + +Cells 14 +Cell Id education native_country less more Interest Frequency Coverage +C7 {Prof-school, Doctorate} {United-States, Philippines, Germany, ...} 0.26183 0.73817 0.236 951 0.0277332 +C3 {Bachelors} {United-States, Philippines, Germany, ...} 0.579721 0.420279 0.197573 5513 0.160771 +C4 {11th, 10th, 7th-8th, ...} {United-States, Philippines, Germany, ...} 0.937032 0.0629677 0.191322 3875 0.113003 +C6 {Masters} {United-States, Philippines, Germany, ...} 0.453423 0.546577 0.174089 1782 0.051967 +C1 {HS-grad} {United-States, Philippines, Germany, ...} 0.8397 0.1603 0.0884712 10786 0.314543 +C11 {11th, 10th, 7th-8th, ...} {Mexico, El-Salvador, China, ...} 0.981878 0.0181219 0.0550362 607 0.0177014 +C2 {Some-college} {United-States, Philippines, Germany, ...} 0.808664 0.191336 0.021421 7479 0.218104 +C8 {HS-grad} {Mexico, El-Salvador, China, ...} 0.927215 0.0727848 0.0135775 316 0.00921525 +C9 {Some-college} {Mexico, El-Salvador, China, ...} 0.957831 0.0421687 0.0108779 166 0.00484092 +C14 {Prof-school, Doctorate} {Mexico, El-Salvador, China, ...} 0.394737 0.605263 0.00517667 38 0.00110816 +C13 {Masters} {Mexico, El-Salvador, China, ...} 0.566667 0.433333 0.0024539 60 0.00174973 +C5 {Assoc-voc, Assoc-acdm} {United-States, Philippines, Germany, ...} 0.73937 0.26063 0.00151868 2540 0.0740719 +C10 {Bachelors} {Mexico, El-Salvador, China, ...} 0.848485 0.151515 0.00135633 132 0.00384941 +C12 {Assoc-voc, Assoc-acdm} {Mexico, El-Salvador, China, ...} 0.891304 0.108696 0.00112712 46 0.00134146 + Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R27 +Variables + Type Name + Numerical education_num + Categorical race + +Variables stats +education_num +Interval Frequency Coverage +]-inf;8.5] 4482 0.130705 +]8.5;9.5] 11102 0.323758 +]9.5;10.5] 7645 0.222945 +]10.5;12.5] 2586 0.0754134 +]12.5;13.5] 5645 0.16462 +]13.5;14.5] 1842 0.0537167 +]14.5;+inf[ 989 0.0288414 +race +Group Frequency Coverage Size Value list +{White, Asian-Pac-Islander} 30387 0.886151 2 White Asian-Pac-Islander +{Black, Amer-Indian-Eskimo, Other} 3904 0.113849 3 Black Amer-Indian-Eskimo Other * + +Cell frequencies + race +education_num {White, Asian-Pac-Islander} {Black, Amer-Indian-Eskimo, Other} Total Coverage +]-inf;8.5] 3777 705 4482 0.130705 +]8.5;9.5] 9634 1468 11102 0.323758 +]9.5;10.5] 6743 902 7645 0.222945 +]10.5;12.5] 2313 273 2586 0.0754134 +]12.5;13.5] 5242 403 5645 0.16462 +]13.5;14.5] 1726 116 1842 0.0537167 +]14.5;+inf[ 952 37 989 0.0288414 +Total 30387 3904 34291 +Coverage 0.886151 0.113849 + +% target value more + race +education_num {White, Asian-Pac-Islander} {Black, Amer-Indian-Eskimo, Other} +]-inf;8.5] 0.0611597 0.0340426 +]8.5;9.5] 0.17158 0.0674387 +]9.5;10.5] 0.197538 0.117517 +]10.5;12.5] 0.273238 0.128205 +]12.5;13.5] 0.423693 0.287841 +]13.5;14.5] 0.549826 0.439655 +]14.5;+inf[ 0.736345 0.648649 + +Cells 14 +Cell Id education_num race less more Interest Frequency Coverage +C7 ]14.5;+inf[ {White, Asian-Pac-Islander} 0.263655 0.736345 0.229307 952 0.0277624 +C5 ]12.5;13.5] {White, Asian-Pac-Islander} 0.576307 0.423693 0.190295 5242 0.152868 +C1 ]-inf;8.5] {White, Asian-Pac-Islander} 0.93884 0.0611597 0.186961 3777 0.110146 +C6 ]13.5;14.5] {White, Asian-Pac-Islander} 0.450174 0.549826 0.168177 1726 0.0503339 +C9 ]8.5;9.5] {Black, Amer-Indian-Eskimo, Other} 0.932561 0.0674387 0.066553 1468 0.0428101 +C2 ]8.5;9.5] {White, Asian-Pac-Islander} 0.82842 0.17158 0.0557204 9634 0.280948 +C8 ]-inf;8.5] {Black, Amer-Indian-Eskimo, Other} 0.965957 0.0340426 0.0503497 705 0.0205593 +C10 ]9.5;10.5] {Black, Amer-Indian-Eskimo, Other} 0.882483 0.117517 0.0184834 902 0.0263043 +C3 ]9.5;10.5] {White, Asian-Pac-Islander} 0.802462 0.197538 0.0141295 6743 0.196641 +C14 ]14.5;+inf[ {Black, Amer-Indian-Eskimo, Other} 0.351351 0.648649 0.00610806 37 0.001079 +C13 ]13.5;14.5] {Black, Amer-Indian-Eskimo, Other} 0.560345 0.439655 0.0049289 116 0.00338281 +C11 ]10.5;12.5] {Black, Amer-Indian-Eskimo, Other} 0.871795 0.128205 0.0045679 273 0.00796127 +C4 ]10.5;12.5] {White, Asian-Pac-Islander} 0.726762 0.273238 0.00328178 2313 0.0674521 +C12 ]12.5;13.5] {Black, Amer-Indian-Eskimo, Other} 0.712159 0.287841 0.00113731 403 0.0117524 + Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R28 +Variables + Type Name + Numerical hours_per_week + Categorical workclass + +Variables stats +hours_per_week +Interval Frequency Coverage +]-inf;30.5] 5540 0.161558 +]30.5;36.5] 1974 0.0575661 +]36.5;40.5] 16679 0.486396 +]40.5;49.5] 3260 0.0950687 +]49.5;+inf[ 6838 0.199411 +workclass +Group Frequency Coverage Size Value list +{Private, Without-pay} 25783 0.751888 3 Private Without-pay * +{Local-gov, State-gov} 3639 0.106121 2 Local-gov State-gov +{Self-emp-not-inc} 2673 0.0779505 1 Self-emp-not-inc +{Self-emp-inc} 1194 0.0348196 1 Self-emp-inc +{Federal-gov} 1002 0.0292205 1 Federal-gov + +Cell frequencies + workclass +hours_per_week {Private, Without-pay} {Local-gov, State-gov} {Self-emp-not-inc} {Self-emp-inc} {Federal-gov} Total Coverage +]-inf;30.5] 4407 481 507 89 56 5540 0.161558 +]30.5;36.5] 1501 240 168 46 19 1974 0.0575661 +]36.5;40.5] 12918 2024 717 312 708 16679 0.486396 +]40.5;49.5] 2518 312 231 119 80 3260 0.0950687 +]49.5;+inf[ 4439 582 1050 628 139 6838 0.199411 +Total 25783 3639 2673 1194 1002 34291 +Coverage 0.751888 0.106121 0.0779505 0.0348196 0.0292205 + +% target value more + workclass +hours_per_week {Private, Without-pay} {Local-gov, State-gov} {Self-emp-not-inc} {Self-emp-inc} {Federal-gov} +]-inf;30.5] 0.051509 0.0582121 0.155819 0.303371 0.107143 +]30.5;36.5] 0.0972685 0.270833 0.208333 0.565217 0.105263 +]36.5;40.5] 0.180988 0.258399 0.270572 0.5 0.367232 +]40.5;49.5] 0.325258 0.400641 0.316017 0.613445 0.5875 +]49.5;+inf[ 0.406623 0.479381 0.352381 0.624204 0.568345 + +Cells 25 +Cell Id hours_per_week workclass less more Interest Frequency Coverage +C1 ]-inf;30.5] {Private, Without-pay} 0.948491 0.051509 0.323562 4407 0.128518 +C5 ]49.5;+inf[ {Private, Without-pay} 0.593377 0.406623 0.174149 4439 0.129451 +C20 ]49.5;+inf[ {Self-emp-inc} 0.375796 0.624204 0.119705 628 0.0183138 +C3 ]36.5;40.5] {Private, Without-pay} 0.819012 0.180988 0.0708338 12918 0.376717 +C2 ]30.5;36.5] {Private, Without-pay} 0.902732 0.0972685 0.0565081 1501 0.0437724 +C10 ]49.5;+inf[ {Local-gov, State-gov} 0.520619 0.479381 0.045266 582 0.0169724 +C6 ]-inf;30.5] {Local-gov, State-gov} 0.941788 0.0582121 0.0322267 481 0.014027 +C18 ]36.5;40.5] {Self-emp-inc} 0.5 0.5 0.0283622 312 0.0090986 +C4 ]40.5;49.5] {Private, Without-pay} 0.674742 0.325258 0.0276971 2518 0.0734303 +C19 ]40.5;49.5] {Self-emp-inc} 0.386555 0.613445 0.0214853 119 0.0034703 +C25 ]49.5;+inf[ {Federal-gov} 0.431655 0.568345 0.0196472 139 0.00405354 +C15 ]49.5;+inf[ {Self-emp-not-inc} 0.647619 0.352381 0.0195263 1050 0.0306203 +C23 ]36.5;40.5] {Federal-gov} 0.632768 0.367232 0.016664 708 0.0206468 +C24 ]40.5;49.5] {Federal-gov} 0.4125 0.5875 0.012593 80 0.00233297 +C9 ]40.5;49.5] {Local-gov, State-gov} 0.599359 0.400641 0.0114222 312 0.0090986 +C17 ]30.5;36.5] {Self-emp-inc} 0.434783 0.565217 0.00638501 46 0.00134146 +C11 ]-inf;30.5] {Self-emp-not-inc} 0.844181 0.155819 0.00594365 507 0.0147852 +C14 ]40.5;49.5] {Self-emp-not-inc} 0.683983 0.316017 0.00204263 231 0.00673646 +C21 ]-inf;30.5] {Federal-gov} 0.892857 0.107143 0.00179031 56 0.00163308 +C8 ]36.5;40.5] {Local-gov, State-gov} 0.741601 0.258399 0.00124726 2024 0.0590242 +C13 ]36.5;40.5] {Self-emp-not-inc} 0.729428 0.270572 0.00113011 717 0.0209093 +C22 ]30.5;36.5] {Federal-gov} 0.894737 0.105263 0.000627083 19 0.000554081 +C16 ]-inf;30.5] {Self-emp-inc} 0.696629 0.303371 0.00055671 89 0.00259543 +C7 ]30.5;36.5] {Local-gov, State-gov} 0.729167 0.270833 0.000384362 240 0.00699892 +C12 ]30.5;36.5] {Self-emp-not-inc} 0.791667 0.208333 0.000244623 168 0.00489924 + Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R29 +Variables + Type Name + Categorical occupation + Categorical workclass + +Variables stats +occupation +Group Frequency Coverage Size Value list +{Prof-specialty} 6329 0.184567 1 Prof-specialty +{Craft-repair, Transport-moving} 6005 0.175119 2 Craft-repair Transport-moving +{Adm-clerical, Machine-op-inspct, Armed-Forces} 5992 0.17474 3 Adm-clerical Machine-op-inspct Armed-Forces * +{Sales, Tech-support} 4906 0.14307 2 Sales Tech-support +{Exec-managerial} 4290 0.125106 1 Exec-managerial +{Other-service, Priv-house-serv} 3637 0.106063 2 Other-service Priv-house-serv +{Handlers-cleaners, Farming-fishing} 2446 0.0713307 2 Handlers-cleaners Farming-fishing +{Protective-serv} 686 0.0200052 1 Protective-serv +workclass +Group Frequency Coverage Size Value list +{Private, Without-pay} 25783 0.751888 3 Private Without-pay * +{Self-emp-not-inc, Federal-gov} 3675 0.107171 2 Self-emp-not-inc Federal-gov +{Local-gov, State-gov} 3639 0.106121 2 Local-gov State-gov +{Self-emp-inc} 1194 0.0348196 1 Self-emp-inc + +Cell frequencies + workclass +occupation {Private, Without-pay} {Self-emp-not-inc, Federal-gov} {Local-gov, State-gov} {Self-emp-inc} Total Coverage +{Prof-specialty} 4376 579 1197 177 6329 0.184567 +{Craft-repair, Transport-moving} 4687 779 390 149 6005 0.175119 +{Adm-clerical, Machine-op-inspct, Armed-Forces} 4907 461 588 36 5992 0.17474 +{Sales, Tech-support} 3982 506 129 289 4906 0.14307 +{Exec-managerial} 2803 599 442 446 4290 0.125106 +{Other-service, Priv-house-serv} 3019 233 357 28 3637 0.106063 +{Handlers-cleaners, Farming-fishing} 1794 483 104 65 2446 0.0713307 +{Protective-serv} 215 35 432 4 686 0.0200052 +Total 25783 3675 3639 1194 34291 +Coverage 0.751888 0.107171 0.106121 0.0348196 + +% target value more + workclass +occupation {Private, Without-pay} {Self-emp-not-inc, Federal-gov} {Local-gov, State-gov} {Self-emp-inc} +{Prof-specialty} 0.282221 0.554404 0.379282 0.768362 +{Craft-repair, Transport-moving} 0.216556 0.214377 0.205128 0.362416 +{Adm-clerical, Machine-op-inspct, Armed-Forces} 0.113715 0.299349 0.12585 0.333333 +{Sales, Tech-support} 0.24435 0.328063 0.232558 0.570934 +{Exec-managerial} 0.469497 0.422371 0.427602 0.627803 +{Other-service, Priv-house-serv} 0.0317986 0.0686695 0.0532213 0.25 +{Handlers-cleaners, Farming-fishing} 0.0602007 0.136646 0.0961538 0.292308 +{Protective-serv} 0.15814 0.514286 0.37963 0.25 + +Cells 32 +Cell Id occupation workclass less more Interest Frequency Coverage +C6 {Other-service, Priv-house-serv} {Private, Without-pay} 0.968201 0.0317986 0.238671 3019 0.0880406 +C5 {Exec-managerial} {Private, Without-pay} 0.530503 0.469497 0.166421 2803 0.0817416 +C3 {Adm-clerical, Machine-op-inspct, Armed-Forces} {Private, Without-pay} 0.886285 0.113715 0.115664 4907 0.143099 +C7 {Handlers-cleaners, Farming-fishing} {Private, Without-pay} 0.939799 0.0602007 0.0966676 1794 0.0523169 +C29 {Exec-managerial} {Self-emp-inc} 0.372197 0.627803 0.0715374 446 0.0130063 +C9 {Prof-specialty} {Self-emp-not-inc, Federal-gov} 0.445596 0.554404 0.0623094 579 0.0168849 +C25 {Prof-specialty} {Self-emp-inc} 0.231638 0.768362 0.0518494 177 0.0051617 +C28 {Sales, Tech-support} {Self-emp-inc} 0.429066 0.570934 0.0342733 289 0.00842787 +C17 {Prof-specialty} {Local-gov, State-gov} 0.620718 0.379282 0.0276473 1197 0.0349071 +C13 {Exec-managerial} {Self-emp-not-inc, Federal-gov} 0.577629 0.422371 0.0230417 599 0.0174681 +C22 {Other-service, Priv-house-serv} {Local-gov, State-gov} 0.946779 0.0532213 0.0211682 357 0.0104109 +C21 {Exec-managerial} {Local-gov, State-gov} 0.572398 0.427602 0.0179357 442 0.0128897 +C14 {Other-service, Priv-house-serv} {Self-emp-not-inc, Federal-gov} 0.93133 0.0686695 0.011151 233 0.00679479 +C19 {Adm-clerical, Machine-op-inspct, Armed-Forces} {Local-gov, State-gov} 0.87415 0.12585 0.0110668 588 0.0171474 +C1 {Prof-specialty} {Private, Without-pay} 0.717779 0.282221 0.0104705 4376 0.127614 +C24 {Protective-serv} {Local-gov, State-gov} 0.62037 0.37963 0.0100253 432 0.0125981 +C15 {Handlers-cleaners, Farming-fishing} {Self-emp-not-inc, Federal-gov} 0.863354 0.136646 0.00730589 483 0.0140853 +C12 {Sales, Tech-support} {Self-emp-not-inc, Federal-gov} 0.671937 0.328063 0.00489299 506 0.0147561 +C23 {Handlers-cleaners, Farming-fishing} {Local-gov, State-gov} 0.903846 0.0961538 0.00329482 104 0.00303287 +C2 {Craft-repair, Transport-moving} {Private, Without-pay} 0.783444 0.216556 0.0029495 4687 0.136683 +C16 {Protective-serv} {Self-emp-not-inc, Federal-gov} 0.485714 0.514286 0.00290953 35 0.00102068 +C26 {Craft-repair, Transport-moving} {Self-emp-inc} 0.637584 0.362416 0.00269426 149 0.00434516 +C11 {Adm-clerical, Machine-op-inspct, Armed-Forces} {Self-emp-not-inc, Federal-gov} 0.700651 0.299349 0.00210427 461 0.0134438 +C8 {Protective-serv} {Private, Without-pay} 0.84186 0.15814 0.00196174 215 0.00626987 +C10 {Craft-repair, Transport-moving} {Self-emp-not-inc, Federal-gov} 0.785623 0.214377 0.000594404 779 0.0227173 +C18 {Craft-repair, Transport-moving} {Local-gov, State-gov} 0.794872 0.205128 0.000576939 390 0.0113732 +C27 {Adm-clerical, Machine-op-inspct, Armed-Forces} {Self-emp-inc} 0.666667 0.333333 0.000388811 36 0.00104984 +C31 {Handlers-cleaners, Farming-fishing} {Self-emp-inc} 0.707692 0.292308 0.000233407 65 0.00189554 +C4 {Sales, Tech-support} {Private, Without-pay} 0.75565 0.24435 0.000183056 3982 0.116124 +C20 {Sales, Tech-support} {Local-gov, State-gov} 0.767442 0.232558 5.67214e-06 129 0.00376192 +C30 {Other-service, Priv-house-serv} {Self-emp-inc} 0.75 0.25 4.84496e-06 28 0.000816541 +C32 {Protective-serv} {Self-emp-inc} 0.75 0.25 6.92138e-07 4 0.000116649 + Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R30 +Variables + Type Name + Numerical education_num + Categorical native_country + +Variables stats +education_num +Interval Frequency Coverage +]-inf;8.5] 4482 0.130705 +]8.5;9.5] 11102 0.323758 +]9.5;10.5] 7645 0.222945 +]10.5;12.5] 2586 0.0754134 +]12.5;13.5] 5645 0.16462 +]13.5;14.5] 1842 0.0537167 +]14.5;+inf[ 989 0.0288414 +native_country +Group Frequency Coverage Size Value list +{United-States, Philippines, Germany, ...} 33650 0.981307 39 United-States Philippines Germany Puerto-Rico * +{Mexico} 641 0.018693 1 Mexico + +Cell frequencies + native_country +education_num {United-States, Philippines, Germany, ...} {Mexico} Total Coverage +]-inf;8.5] 4080 402 4482 0.130705 +]8.5;9.5] 10974 128 11102 0.323758 +]9.5;10.5] 7587 58 7645 0.222945 +]10.5;12.5] 2576 10 2586 0.0754134 +]12.5;13.5] 5613 32 5645 0.16462 +]13.5;14.5] 1834 8 1842 0.0537167 +]14.5;+inf[ 986 3 989 0.0288414 +Total 33650 641 34291 +Coverage 0.981307 0.018693 + +% target value more + native_country +education_num {United-States, Philippines, Germany, ...} {Mexico} +]-inf;8.5] 0.0610294 0.0149254 +]8.5;9.5] 0.158921 0.0625 +]9.5;10.5] 0.189271 0.0344828 +]10.5;12.5] 0.258929 0 +]12.5;13.5] 0.415464 0.15625 +]13.5;14.5] 0.543075 0.5 +]14.5;+inf[ 0.733266 0.666667 + +Cells 14 +Cell Id education_num native_country less more Interest Frequency Coverage +C7 ]14.5;+inf[ {United-States, Philippines, Germany, ...} 0.266734 0.733266 0.244077 986 0.0287539 +C1 ]-inf;8.5] {United-States, Philippines, Germany, ...} 0.938971 0.0610294 0.210497 4080 0.118982 +C5 ]12.5;13.5] {United-States, Philippines, Germany, ...} 0.584536 0.415464 0.194402 5613 0.163687 +C6 ]13.5;14.5] {United-States, Philippines, Germany, ...} 0.456925 0.543075 0.178325 1834 0.0534834 +C2 ]8.5;9.5] {United-States, Philippines, Germany, ...} 0.841079 0.158921 0.0949982 10974 0.320026 +C8 ]-inf;8.5] {Mexico} 0.985075 0.0149254 0.0387854 402 0.0117232 +C3 ]9.5;10.5] {United-States, Philippines, Germany, ...} 0.810729 0.189271 0.0241445 7587 0.221253 +C9 ]8.5;9.5] {Mexico} 0.9375 0.0625 0.00647031 128 0.00373276 +C10 ]9.5;10.5] {Mexico} 0.965517 0.0344828 0.00428426 58 0.00169141 +C4 ]10.5;12.5] {United-States, Philippines, Germany, ...} 0.741071 0.258929 0.00133832 2576 0.0751218 +C11 ]10.5;12.5] {Mexico} 1 0 0.00123885 10 0.000291622 +C13 ]13.5;14.5] {Mexico} 0.5 0.5 0.000582218 8 0.000233297 +C14 ]14.5;+inf[ {Mexico} 0.333333 0.666667 0.000559878 3 8.74865e-05 +C12 ]12.5;13.5] {Mexico} 0.84375 0.15625 0.000297028 32 0.000933189 + Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R31 +Variables + Type Name + Categorical marital_status + Categorical race + +Variables stats +marital_status +Group Frequency Coverage Size Value list +{Married-civ-spouse, Married-AF-spouse} 15636 0.45598 2 Married-civ-spouse Married-AF-spouse * +{Never-married} 11400 0.332449 1 Never-married +{Divorced, Widowed, Separated, ...} 7255 0.211572 4 Divorced Widowed Separated Married-spouse-absent +race +Group Frequency Coverage Size Value list +{White, Asian-Pac-Islander} 30387 0.886151 2 White Asian-Pac-Islander +{Black, Amer-Indian-Eskimo, Other} 3904 0.113849 3 Black Amer-Indian-Eskimo Other * + +Cell frequencies + race +marital_status {White, Asian-Pac-Islander} {Black, Amer-Indian-Eskimo, Other} Total Coverage +{Married-civ-spouse, Married-AF-spouse} 14546 1090 15636 0.45598 +{Never-married} 9729 1671 11400 0.332449 +{Divorced, Widowed, Separated, ...} 6112 1143 7255 0.211572 +Total 30387 3904 34291 +Coverage 0.886151 0.113849 + +% target value more + race +marital_status {White, Asian-Pac-Islander} {Black, Amer-Indian-Eskimo, Other} +{Married-civ-spouse, Married-AF-spouse} 0.45552 0.330275 +{Never-married} 0.0483092 0.0233393 +{Divorced, Widowed, Separated, ...} 0.101931 0.0489939 + +Cells 6 +Cell Id marital_status race less more Interest Frequency Coverage +C1 {Married-civ-spouse, Married-AF-spouse} {White, Asian-Pac-Islander} 0.54448 0.45552 0.428333 14546 0.424193 +C2 {Never-married} {White, Asian-Pac-Islander} 0.951691 0.0483092 0.344294 9729 0.283719 +C3 {Divorced, Widowed, Separated, ...} {White, Asian-Pac-Islander} 0.898069 0.101931 0.0984374 6112 0.178239 +C5 {Never-married} {Black, Amer-Indian-Eskimo, Other} 0.976661 0.0233393 0.0826881 1671 0.04873 +C6 {Divorced, Widowed, Separated, ...} {Black, Amer-Indian-Eskimo, Other} 0.951006 0.0489939 0.0400771 1143 0.0333324 +C4 {Married-civ-spouse, Married-AF-spouse} {Black, Amer-Indian-Eskimo, Other} 0.669725 0.330275 0.00617028 1090 0.0317868 + Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R32 +Variables + Type Name + Numerical capital_gain + Categorical sex + +Variables stats +capital_gain +Interval Frequency Coverage +]-inf;57] 31420 0.916275 +]57;3048] 492 0.0143478 +]3048;3120] 110 0.00320784 +]3120;4240] 320 0.00933189 +]4240;4400] 70 0.00204135 +]4400;4668] 77 0.00224549 +]4668;4826] 29 0.000845703 +]4826;4898] 19 0.000554081 +]4898;4970] 10 0.000291622 +]4970;5119] 80 0.00233297 +]5119;5310] 104 0.00303287 +]5310;6457] 33 0.000962352 +]6457;7070] 56 0.00163308 +]7070;7436] 269 0.00784462 +]7436;7560] 4 0.000116649 +]7560;10543] 417 0.0121606 +]10543;10585] 8 0.000233297 +]10585;30900] 580 0.0169141 +]30900;70000] 7 0.000204135 +]70000;+inf[ 186 0.00542416 +sex +Group Frequency Coverage Size Value list +{Male} 22881 0.66726 1 Male +{Female} 11410 0.33274 1 Female * + +Cell frequencies + sex +capital_gain {Male} {Female} Total Coverage +]-inf;57] 20677 10743 31420 0.916275 +]57;3048] 295 197 492 0.0143478 +]3048;3120] 98 12 110 0.00320784 +]3120;4240] 227 93 320 0.00933189 +]4240;4400] 62 8 70 0.00204135 +]4400;4668] 51 26 77 0.00224549 +]4668;4826] 17 12 29 0.000845703 +]4826;4898] 8 11 19 0.000554081 +]4898;4970] 7 3 10 0.000291622 +]4970;5119] 68 12 80 0.00233297 +]5119;5310] 89 15 104 0.00303287 +]5310;6457] 21 12 33 0.000962352 +]6457;7070] 33 23 56 0.00163308 +]7070;7436] 242 27 269 0.00784462 +]7436;7560] 1 3 4 0.000116649 +]7560;10543] 333 84 417 0.0121606 +]10543;10585] 7 1 8 0.000233297 +]10585;30900] 480 100 580 0.0169141 +]30900;70000] 6 1 7 0.000204135 +]70000;+inf[ 159 27 186 0.00542416 +Total 22881 11410 34291 +Coverage 0.66726 0.33274 + +% target value more + sex +capital_gain {Male} {Female} +]-inf;57] 0.26382 0.0879643 +]57;3048] 0 0 +]3048;3120] 0.938776 0.916667 +]3120;4240] 0 0 +]4240;4400] 0.854839 0.875 +]4400;4668] 0 0 +]4668;4826] 1 1 +]4826;4898] 0 0 +]4898;4970] 0.571429 1 +]4970;5119] 0 0 +]5119;5310] 1 1 +]5310;6457] 0.809524 0 +]6457;7070] 0.121212 0.0434783 +]7070;7436] 1 1 +]7436;7560] 0 0 +]7560;10543] 0.996997 0.988095 +]10543;10585] 0 0 +]10585;30900] 1 0.99 +]30900;70000] 0 0 +]70000;+inf[ 1 1 + +Cells 40 +Cell Id capital_gain sex less more Interest Frequency Coverage +C21 ]-inf;57] {Female} 0.912036 0.0879643 0.228915 10743 0.313289 +C18 ]10585;30900] {Male} 0 1 0.191275 480 0.0139978 +C16 ]7560;10543] {Male} 0.003003 0.996997 0.130483 333 0.009711 +C14 ]7070;7436] {Male} 0 1 0.0964344 242 0.00705725 +C20 ]70000;+inf[ {Male} 0 1 0.0633598 159 0.00463679 +C38 ]10585;30900] {Female} 0.01 0.99 0.0379698 100 0.00291622 +C11 ]5119;5310] {Male} 0 1 0.0354656 89 0.00259543 +C36 ]7560;10543] {Female} 0.0119048 0.988095 0.0316427 84 0.00244962 +C3 ]3048;3120] {Male} 0.0612245 0.938776 0.0308424 98 0.00285789 +C2 ]57;3048] {Male} 1 0 0.0223231 295 0.00860284 +C4 ]3120;4240] {Male} 1 0 0.0171774 227 0.00661981 +C22 ]57;3048] {Female} 1 0 0.0149073 197 0.00574495 +C5 ]4240;4400] {Male} 0.145161 0.854839 0.014664 62 0.00180805 +C34 ]7070;7436] {Female} 0 1 0.0107592 27 0.000787379 +C40 ]70000;+inf[ {Female} 0 1 0.0107592 27 0.000787379 +C1 ]-inf;57] {Male} 0.73618 0.26382 0.0100124 20677 0.602986 +C24 ]3120;4240] {Female} 1 0 0.00703745 93 0.00271208 +C7 ]4668;4826] {Male} 0 1 0.00677432 17 0.000495757 +C31 ]5119;5310] {Female} 0 1 0.00597734 15 0.000437433 +C10 ]4970;5119] {Male} 1 0 0.00514566 68 0.00198303 +C27 ]4668;4826] {Female} 0 1 0.00478187 12 0.000349946 +C12 ]5310;6457] {Male} 0.190476 0.809524 0.00423542 21 0.000612406 +C6 ]4400;4668] {Male} 1 0 0.00385925 51 0.00148727 +C23 ]3048;3120] {Female} 0.0833333 0.916667 0.00350251 12 0.000349946 +C25 ]4240;4400] {Female} 0.125 0.875 0.00202746 8 0.000233297 +C26 ]4400;4668] {Female} 1 0 0.00196746 26 0.000758216 +C29 ]4898;4970] {Female} 0 1 0.00119547 3 8.74865e-05 +C33 ]6457;7070] {Female} 0.956522 0.0434783 0.000920135 23 0.00067073 +C30 ]4970;5119] {Female} 1 0 0.000908058 12 0.000349946 +C32 ]5310;6457] {Female} 1 0 0.000908058 12 0.000349946 +C28 ]4826;4898] {Female} 1 0 0.000832387 11 0.000320784 +C8 ]4826;4898] {Male} 1 0 0.000605372 8 0.000233297 +C17 ]10543;10585] {Male} 1 0 0.000529701 7 0.000204135 +C9 ]4898;4970] {Male} 0.428571 0.571429 0.000492505 7 0.000204135 +C19 ]30900;70000] {Male} 1 0 0.000454029 6 0.000174973 +C13 ]6457;7070] {Male} 0.878788 0.121212 0.000401374 33 0.000962352 +C35 ]7436;7560] {Female} 1 0 0.000227015 3 8.74865e-05 +C15 ]7436;7560] {Male} 1 0 7.56715e-05 1 2.91622e-05 +C37 ]10543;10585] {Female} 1 0 7.56715e-05 1 2.91622e-05 +C39 ]30900;70000] {Female} 1 0 7.56715e-05 1 2.91622e-05 + Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R33 +Variables + Type Name + Categorical race + Categorical relationship + +Variables stats +race +Group Frequency Coverage Size Value list +{White, Asian-Pac-Islander} 30387 0.886151 2 White Asian-Pac-Islander +{Black, Amer-Indian-Eskimo, Other} 3904 0.113849 3 Black Amer-Indian-Eskimo Other * +relationship +Group Frequency Coverage Size Value list +{Husband, Wife} 15382 0.448573 2 Husband Wife +{Not-in-family} 8868 0.25861 1 Not-in-family +{Own-child, Other-relative} 6420 0.187221 2 Own-child Other-relative * +{Unmarried} 3621 0.105596 1 Unmarried + +Cell frequencies + relationship +race {Husband, Wife} {Not-in-family} {Own-child, Other-relative} {Unmarried} Total Coverage +{White, Asian-Pac-Islander} 14327 7844 5527 2689 30387 0.886151 +{Black, Amer-Indian-Eskimo, Other} 1055 1024 893 932 3904 0.113849 +Total 15382 8868 6420 3621 34291 +Coverage 0.448573 0.25861 0.187221 0.105596 + +% target value more + relationship +race {Husband, Wife} {Not-in-family} {Own-child, Other-relative} {Unmarried} +{White, Asian-Pac-Islander} 0.46011 0.104793 0.0189976 0.0743771 +{Black, Amer-Indian-Eskimo, Other} 0.338389 0.0625 0.00783875 0.02897 + +Cells 8 +Cell Id race relationship less more Interest Frequency Coverage +C1 {White, Asian-Pac-Islander} {Husband, Wife} 0.53989 0.46011 0.41778 14327 0.417806 +C5 {White, Asian-Pac-Islander} {Own-child, Other-relative} 0.981002 0.0189976 0.276294 5527 0.161179 +C3 {White, Asian-Pac-Islander} {Not-in-family} 0.895207 0.104793 0.114625 7844 0.228748 +C7 {White, Asian-Pac-Islander} {Unmarried} 0.925623 0.0743771 0.0630173 2689 0.0784171 +C6 {Black, Amer-Indian-Eskimo, Other} {Own-child, Other-relative} 0.992161 0.00783875 0.0525178 893 0.0260418 +C8 {Black, Amer-Indian-Eskimo, Other} {Unmarried} 0.97103 0.02897 0.0406701 932 0.0271791 +C4 {Black, Amer-Indian-Eskimo, Other} {Not-in-family} 0.9375 0.0625 0.0284017 1024 0.0298621 +C2 {Black, Amer-Indian-Eskimo, Other} {Husband, Wife} 0.661611 0.338389 0.00669401 1055 0.0307661 + Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R34 +Variables + Type Name + Numerical capital_gain + Categorical workclass + +Variables stats +capital_gain +Interval Frequency Coverage +]-inf;57] 31420 0.916275 +]57;3048] 492 0.0143478 +]3048;3120] 110 0.00320784 +]3120;4240] 320 0.00933189 +]4240;4400] 70 0.00204135 +]4400;4668] 77 0.00224549 +]4668;4826] 29 0.000845703 +]4826;4898] 19 0.000554081 +]4898;4970] 10 0.000291622 +]4970;5119] 80 0.00233297 +]5119;5310] 104 0.00303287 +]5310;6457] 33 0.000962352 +]6457;7070] 56 0.00163308 +]7070;7436] 269 0.00784462 +]7436;7560] 4 0.000116649 +]7560;10543] 417 0.0121606 +]10543;10585] 8 0.000233297 +]10585;30900] 580 0.0169141 +]30900;70000] 7 0.000204135 +]70000;+inf[ 186 0.00542416 +workclass +Group Frequency Coverage Size Value list +{Private, Without-pay} 25783 0.751888 3 Private Without-pay * +{Self-emp-not-inc, Local-gov, State-gov} 6312 0.184072 3 Self-emp-not-inc Local-gov State-gov +{Self-emp-inc, Federal-gov} 2196 0.0640401 2 Self-emp-inc Federal-gov + +Cell frequencies + workclass +capital_gain {Private, Without-pay} {Self-emp-not-inc, Local-gov, State-gov} {Self-emp-inc, Federal-gov} Total Coverage +]-inf;57] 23828 5725 1867 31420 0.916275 +]57;3048] 379 88 25 492 0.0143478 +]3048;3120] 79 26 5 110 0.00320784 +]3120;4240] 229 72 19 320 0.00933189 +]4240;4400] 49 15 6 70 0.00204135 +]4400;4668] 61 14 2 77 0.00224549 +]4668;4826] 19 7 3 29 0.000845703 +]4826;4898] 13 5 1 19 0.000554081 +]4898;4970] 4 5 1 10 0.000291622 +]4970;5119] 59 17 4 80 0.00233297 +]5119;5310] 78 14 12 104 0.00303287 +]5310;6457] 18 10 5 33 0.000962352 +]6457;7070] 40 10 6 56 0.00163308 +]7070;7436] 175 59 35 269 0.00784462 +]7436;7560] 3 1 0 4 0.000116649 +]7560;10543] 252 114 51 417 0.0121606 +]10543;10585] 5 2 1 8 0.000233297 +]10585;30900] 391 87 102 580 0.0169141 +]30900;70000] 4 3 0 7 0.000204135 +]70000;+inf[ 97 38 51 186 0.00542416 +Total 25783 6312 2196 34291 +Coverage 0.751888 0.184072 0.0640401 + +% target value more + workclass +capital_gain {Private, Without-pay} {Self-emp-not-inc, Local-gov, State-gov} {Self-emp-inc, Federal-gov} +]-inf;57] 0.175802 0.246638 0.427959 +]57;3048] 0 0 0 +]3048;3120] 0.962025 0.846154 1 +]3120;4240] 0 0 0 +]4240;4400] 0.836735 0.866667 1 +]4400;4668] 0 0 0 +]4668;4826] 1 1 1 +]4826;4898] 0 0 0 +]4898;4970] 1 0.4 1 +]4970;5119] 0 0 0 +]5119;5310] 1 1 1 +]5310;6457] 0.611111 0.4 0.4 +]6457;7070] 0.075 0.1 0.166667 +]7070;7436] 1 1 1 +]7436;7560] 0 0 0 +]7560;10543] 0.996032 0.991228 1 +]10543;10585] 0 0 0 +]10585;30900] 1 0.988506 1 +]30900;70000] 0 0 0 +]70000;+inf[ 1 1 1 + +Cells 58 +Cell Id capital_gain workclass less more Interest Frequency Coverage +C18 ]10585;30900] {Private, Without-pay} 0 1 0.176917 391 0.0114024 +C16 ]7560;10543] {Private, Without-pay} 0.00396825 0.996032 0.111597 252 0.00734887 +C1 ]-inf;57] {Private, Without-pay} 0.824198 0.175802 0.0868083 23828 0.694876 +C14 ]7070;7436] {Private, Without-pay} 0 1 0.0791826 175 0.00510338 +C41 ]-inf;57] {Self-emp-inc, Federal-gov} 0.572041 0.427959 0.0510743 1867 0.0544458 +C36 ]7560;10543] {Self-emp-not-inc, Local-gov, State-gov} 0.00877193 0.991228 0.0494066 114 0.00332449 +C58 ]10585;30900] {Self-emp-inc, Federal-gov} 0 1 0.0461521 102 0.00297454 +C20 ]70000;+inf[ {Private, Without-pay} 0 1 0.0438898 97 0.00282873 +C38 ]10585;30900] {Self-emp-not-inc, Local-gov, State-gov} 0.0114943 0.988506 0.0372756 87 0.00253711 +C11 ]5119;5310] {Private, Without-pay} 0 1 0.0352928 78 0.00227465 +C2 ]57;3048] {Private, Without-pay} 1 0 0.0325647 379 0.0110525 +C3 ]3048;3120] {Private, Without-pay} 0.0379747 0.962025 0.0306209 79 0.00230381 +C34 ]7070;7436] {Self-emp-not-inc, Local-gov, State-gov} 0 1 0.0266958 59 0.00172057 +C56 ]7560;10543] {Self-emp-inc, Federal-gov} 0 1 0.0230761 51 0.00148727 +C60 ]70000;+inf[ {Self-emp-inc, Federal-gov} 0 1 0.0230761 51 0.00148727 +C4 ]3120;4240] {Private, Without-pay} 1 0 0.0196763 229 0.00667814 +C40 ]70000;+inf[ {Self-emp-not-inc, Local-gov, State-gov} 0 1 0.0171939 38 0.00110816 +C54 ]7070;7436] {Self-emp-inc, Federal-gov} 0 1 0.0158365 35 0.00102068 +C5 ]4240;4400] {Private, Without-pay} 0.163265 0.836735 0.0123575 49 0.00142895 +C7 ]4668;4826] {Private, Without-pay} 0 1 0.00859697 19 0.000554081 +C22 ]57;3048] {Self-emp-not-inc, Local-gov, State-gov} 1 0 0.00756119 88 0.00256627 +C23 ]3048;3120] {Self-emp-not-inc, Local-gov, State-gov} 0.153846 0.846154 0.0067758 26 0.000758216 +C31 ]5119;5310] {Self-emp-not-inc, Local-gov, State-gov} 0 1 0.00633461 14 0.00040827 +C24 ]3120;4240] {Self-emp-not-inc, Local-gov, State-gov} 1 0 0.00618643 72 0.00209968 +C51 ]5119;5310] {Self-emp-inc, Federal-gov} 0 1 0.00542966 12 0.000349946 +C6 ]4400;4668] {Private, Without-pay} 1 0 0.00524128 61 0.00177889 +C10 ]4970;5119] {Private, Without-pay} 1 0 0.00506943 59 0.00172057 +C25 ]4240;4400] {Self-emp-not-inc, Local-gov, State-gov} 0.133333 0.866667 0.00419537 15 0.000437433 +C27 ]4668;4826] {Self-emp-not-inc, Local-gov, State-gov} 0 1 0.0031673 7 0.000204135 +C45 ]4240;4400] {Self-emp-inc, Federal-gov} 0 1 0.00271483 6 0.000174973 +C43 ]3048;3120] {Self-emp-inc, Federal-gov} 0 1 0.00226236 5 0.000145811 +C42 ]57;3048] {Self-emp-inc, Federal-gov} 1 0 0.00214806 25 0.000729054 +C9 ]4898;4970] {Private, Without-pay} 0 1 0.00180989 4 0.000116649 +C12 ]5310;6457] {Private, Without-pay} 0.388889 0.611111 0.00178309 18 0.000524919 +C44 ]3120;4240] {Self-emp-inc, Federal-gov} 1 0 0.00163253 19 0.000554081 +C30 ]4970;5119] {Self-emp-not-inc, Local-gov, State-gov} 1 0 0.00146068 17 0.000495757 +C47 ]4668;4826] {Self-emp-inc, Federal-gov} 0 1 0.00135742 3 8.74865e-05 +C26 ]4400;4668] {Self-emp-not-inc, Local-gov, State-gov} 1 0 0.00120292 14 0.00040827 +C13 ]6457;7070] {Private, Without-pay} 0.925 0.075 0.00117427 40 0.00116649 +C8 ]4826;4898] {Private, Without-pay} 1 0 0.00111699 13 0.000379108 +C49 ]4898;4970] {Self-emp-inc, Federal-gov} 0 1 0.000452472 1 2.91622e-05 +C28 ]4826;4898] {Self-emp-not-inc, Local-gov, State-gov} 1 0 0.000429613 5 0.000145811 +C17 ]10543;10585] {Private, Without-pay} 1 0 0.000429613 5 0.000145811 +C50 ]4970;5119] {Self-emp-inc, Federal-gov} 1 0 0.00034369 4 0.000116649 +C19 ]30900;70000] {Private, Without-pay} 1 0 0.00034369 4 0.000116649 +C21 ]-inf;57] {Self-emp-not-inc, Local-gov, State-gov} 0.753362 0.246638 0.000337292 5725 0.166953 +C15 ]7436;7560] {Private, Without-pay} 1 0 0.000257768 3 8.74865e-05 +C39 ]30900;70000] {Self-emp-not-inc, Local-gov, State-gov} 1 0 0.000257768 3 8.74865e-05 +C32 ]5310;6457] {Self-emp-not-inc, Local-gov, State-gov} 0.6 0.4 0.000201749 10 0.000291622 +C33 ]6457;7070] {Self-emp-not-inc, Local-gov, State-gov} 0.9 0.1 0.000199983 10 0.000291622 +C46 ]4400;4668] {Self-emp-inc, Federal-gov} 1 0 0.000171845 2 5.83243e-05 +C37 ]10543;10585] {Self-emp-not-inc, Local-gov, State-gov} 1 0 0.000171845 2 5.83243e-05 +C29 ]4898;4970] {Self-emp-not-inc, Local-gov, State-gov} 0.6 0.4 0.000100874 5 0.000145811 +C52 ]5310;6457] {Self-emp-inc, Federal-gov} 0.6 0.4 0.000100874 5 0.000145811 +C48 ]4826;4898] {Self-emp-inc, Federal-gov} 1 0 8.59226e-05 1 2.91622e-05 +C35 ]7436;7560] {Self-emp-not-inc, Local-gov, State-gov} 1 0 8.59226e-05 1 2.91622e-05 +C57 ]10543;10585] {Self-emp-inc, Federal-gov} 1 0 8.59226e-05 1 2.91622e-05 +C53 ]6457;7070] {Self-emp-inc, Federal-gov} 0.833333 0.166667 2.90429e-05 6 0.000174973 + Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R35 +Variables + Type Name + Categorical education + Categorical marital_status + +Variables stats +education +Group Frequency Coverage Size Value list +{HS-grad} 11102 0.323758 1 HS-grad +{Some-college} 7645 0.222945 1 Some-college +{Bachelors} 5645 0.16462 1 Bachelors +{11th, 10th, 7th-8th, ...} 4482 0.130705 8 11th 10th 7th-8th 9th 12th 5th-6th 1st-4th Preschool * +{Assoc-voc, Assoc-acdm} 2586 0.0754134 2 Assoc-voc Assoc-acdm +{Masters} 1842 0.0537167 1 Masters +{Prof-school, Doctorate} 989 0.0288414 2 Prof-school Doctorate +marital_status +Group Frequency Coverage Size Value list +{Married-civ-spouse, Married-AF-spouse} 15636 0.45598 2 Married-civ-spouse Married-AF-spouse * +{Never-married} 11400 0.332449 1 Never-married +{Divorced, Widowed, Separated, ...} 7255 0.211572 4 Divorced Widowed Separated Married-spouse-absent + +Cell frequencies + marital_status +education {Married-civ-spouse, Married-AF-spouse} {Never-married} {Divorced, Widowed, Separated, ...} Total Coverage +{HS-grad} 5006 3344 2752 11102 0.323758 +{Some-college} 2977 3130 1538 7645 0.222945 +{Bachelors} 2907 1888 850 5645 0.16462 +{11th, 10th, 7th-8th, ...} 1805 1688 989 4482 0.130705 +{Assoc-voc, Assoc-acdm} 1187 747 652 2586 0.0754134 +{Masters} 1049 442 351 1842 0.0537167 +{Prof-school, Doctorate} 705 161 123 989 0.0288414 +Total 15636 11400 7255 34291 +Coverage 0.45598 0.332449 0.211572 + +% target value more + marital_status +education {Married-civ-spouse, Married-AF-spouse} {Never-married} {Divorced, Widowed, Separated, ...} +{HS-grad} 0.312026 0.0158493 0.049782 +{Some-college} 0.427948 0.0194888 0.0669701 +{Bachelors} 0.679739 0.0932203 0.217647 +{11th, 10th, 7th-8th, ...} 0.119668 0.0100711 0.0222447 +{Assoc-voc, Assoc-acdm} 0.48273 0.0481928 0.0889571 +{Masters} 0.761678 0.217195 0.299145 +{Prof-school, Doctorate} 0.831206 0.434783 0.560976 + +Cells 21 +Cell Id education marital_status less more Interest Frequency Coverage +C3 {Bachelors} {Married-civ-spouse, Married-AF-spouse} 0.320261 0.679739 0.218537 2907 0.0847744 +C8 {HS-grad} {Never-married} 0.984151 0.0158493 0.120999 3344 0.0975183 +C6 {Masters} {Married-civ-spouse, Married-AF-spouse} 0.238322 0.761678 0.110254 1049 0.0305911 +C9 {Some-college} {Never-married} 0.980511 0.0194888 0.107626 3130 0.0912776 +C7 {Prof-school, Doctorate} {Married-civ-spouse, Married-AF-spouse} 0.168794 0.831206 0.0955421 705 0.0205593 +C11 {11th, 10th, 7th-8th, ...} {Never-married} 0.989929 0.0100711 0.0664401 1688 0.0492257 +C15 {HS-grad} {Divorced, Widowed, Separated, ...} 0.950218 0.049782 0.0629226 2752 0.0802543 +C2 {Some-college} {Married-civ-spouse, Married-AF-spouse} 0.572052 0.427948 0.0446146 2977 0.0868158 +C18 {11th, 10th, 7th-8th, ...} {Divorced, Widowed, Separated, ...} 0.977755 0.0222447 0.0327408 989 0.0288414 +C5 {Assoc-voc, Assoc-acdm} {Married-civ-spouse, Married-AF-spouse} 0.51727 0.48273 0.0288322 1187 0.0346155 +C16 {Some-college} {Divorced, Widowed, Separated, ...} 0.93303 0.0669701 0.0277492 1538 0.0448514 +C10 {Bachelors} {Never-married} 0.90678 0.0932203 0.0230632 1888 0.0550582 +C12 {Assoc-voc, Assoc-acdm} {Never-married} 0.951807 0.0481928 0.01745 747 0.0217841 +C4 {11th, 10th, 7th-8th, ...} {Married-civ-spouse, Married-AF-spouse} 0.880332 0.119668 0.0140562 1805 0.0526377 +C1 {HS-grad} {Married-civ-spouse, Married-AF-spouse} 0.687974 0.312026 0.0121531 5006 0.145986 +C19 {Assoc-voc, Assoc-acdm} {Divorced, Widowed, Separated, ...} 0.911043 0.0889571 0.00851193 652 0.0190137 +C21 {Prof-school, Doctorate} {Divorced, Widowed, Separated, ...} 0.439024 0.560976 0.00506632 123 0.00358695 +C14 {Prof-school, Doctorate} {Never-married} 0.565217 0.434783 0.00258125 161 0.00469511 +C20 {Masters} {Divorced, Widowed, Separated, ...} 0.700855 0.299145 0.00058581 351 0.0102359 +C17 {Bachelors} {Divorced, Widowed, Separated, ...} 0.782353 0.217647 0.000177469 850 0.0247878 +C13 {Masters} {Never-married} 0.782805 0.217195 9.64031e-05 442 0.0128897 + Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R36 +Variables + Type Name + Categorical marital_status + Categorical workclass + +Variables stats +marital_status +Group Frequency Coverage Size Value list +{Married-civ-spouse, Married-AF-spouse} 15636 0.45598 2 Married-civ-spouse Married-AF-spouse * +{Never-married} 11400 0.332449 1 Never-married +{Divorced, Widowed, Separated, ...} 7255 0.211572 4 Divorced Widowed Separated Married-spouse-absent +workclass +Group Frequency Coverage Size Value list +{Private, Without-pay} 25783 0.751888 3 Private Without-pay * +{Local-gov, State-gov} 3639 0.106121 2 Local-gov State-gov +{Self-emp-not-inc} 2673 0.0779505 1 Self-emp-not-inc +{Self-emp-inc, Federal-gov} 2196 0.0640401 2 Self-emp-inc Federal-gov + +Cell frequencies + workclass +marital_status {Private, Without-pay} {Local-gov, State-gov} {Self-emp-not-inc} {Self-emp-inc, Federal-gov} Total Coverage +{Married-civ-spouse, Married-AF-spouse} 10774 1704 1763 1395 15636 0.45598 +{Never-married} 9531 1045 421 403 11400 0.332449 +{Divorced, Widowed, Separated, ...} 5478 890 489 398 7255 0.211572 +Total 25783 3639 2673 2196 34291 +Coverage 0.751888 0.106121 0.0779505 0.0640401 + +% target value more + workclass +marital_status {Private, Without-pay} {Local-gov, State-gov} {Self-emp-not-inc} {Self-emp-inc, Federal-gov} +{Married-civ-spouse, Married-AF-spouse} 0.421849 0.51115 0.357345 0.673835 +{Never-married} 0.0361977 0.0602871 0.133017 0.111663 +{Divorced, Widowed, Separated, ...} 0.081234 0.0966292 0.132924 0.208543 + +Cells 12 +Cell Id marital_status workclass less more Interest Frequency Coverage +C2 {Never-married} {Private, Without-pay} 0.963802 0.0361977 0.37468 9531 0.277945 +C1 {Married-civ-spouse, Married-AF-spouse} {Private, Without-pay} 0.578151 0.421849 0.217396 10774 0.314193 +C10 {Married-civ-spouse, Married-AF-spouse} {Self-emp-inc, Federal-gov} 0.326165 0.673835 0.146402 1395 0.0406812 +C3 {Divorced, Widowed, Separated, ...} {Private, Without-pay} 0.918766 0.081234 0.115204 5478 0.15975 +C4 {Married-civ-spouse, Married-AF-spouse} {Local-gov, State-gov} 0.48885 0.51115 0.0731023 1704 0.0496923 +C5 {Never-married} {Local-gov, State-gov} 0.939713 0.0602871 0.0296615 1045 0.0304745 +C7 {Married-civ-spouse, Married-AF-spouse} {Self-emp-not-inc} 0.642655 0.357345 0.0155156 1763 0.0514129 +C6 {Divorced, Widowed, Separated, ...} {Local-gov, State-gov} 0.903371 0.0966292 0.0147577 890 0.0259543 +C11 {Never-married} {Self-emp-inc, Federal-gov} 0.888337 0.111663 0.00519468 403 0.0117524 +C9 {Divorced, Widowed, Separated, ...} {Self-emp-not-inc} 0.867076 0.132924 0.00421554 489 0.0142603 +C8 {Never-married} {Self-emp-not-inc} 0.866983 0.133017 0.00362246 421 0.0122773 +C12 {Divorced, Widowed, Separated, ...} {Self-emp-inc, Federal-gov} 0.791457 0.208543 0.000249078 398 0.0116065 + Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R37 +Variables + Type Name + Numerical age + Categorical sex + +Variables stats +age +Interval Frequency Coverage +]-inf;21.5] 3294 0.0960602 +]21.5;23.5] 1803 0.0525794 +]23.5;25.5] 1690 0.0492841 +]25.5;27.5] 1687 0.0491966 +]27.5;30.5] 2635 0.0768423 +]30.5;35.5] 4631 0.13505 +]35.5;43.5] 6783 0.197807 +]43.5;55.5] 7313 0.213263 +]55.5;61.5] 2193 0.0639526 +]61.5;66.5] 1155 0.0336823 +]66.5;+inf[ 1107 0.0322825 +sex +Group Frequency Coverage Size Value list +{Male} 22881 0.66726 1 Male +{Female} 11410 0.33274 1 Female * + +Cell frequencies + sex +age {Male} {Female} Total Coverage +]-inf;21.5] 1708 1586 3294 0.0960602 +]21.5;23.5] 1025 778 1803 0.0525794 +]23.5;25.5] 1025 665 1690 0.0492841 +]25.5;27.5] 1082 605 1687 0.0491966 +]27.5;30.5] 1734 901 2635 0.0768423 +]30.5;35.5] 3263 1368 4631 0.13505 +]35.5;43.5] 4764 2019 6783 0.197807 +]43.5;55.5] 5175 2138 7313 0.213263 +]55.5;61.5] 1571 622 2193 0.0639526 +]61.5;66.5] 805 350 1155 0.0336823 +]66.5;+inf[ 729 378 1107 0.0322825 +Total 22881 11410 34291 +Coverage 0.66726 0.33274 + +% target value more + sex +age {Male} {Female} +]-inf;21.5] 0.00234192 0.00189155 +]21.5;23.5] 0.0214634 0.00771208 +]23.5;25.5] 0.0565854 0.0345865 +]25.5;27.5] 0.101664 0.0595041 +]27.5;30.5] 0.197232 0.0976693 +]30.5;35.5] 0.271529 0.137427 +]35.5;43.5] 0.402393 0.190193 +]43.5;55.5] 0.478647 0.167914 +]55.5;61.5] 0.427116 0.133441 +]61.5;66.5] 0.340373 0.0942857 +]66.5;+inf[ 0.251029 0.0714286 + +Cells 22 +Cell Id age sex less more Interest Frequency Coverage +C8 ]43.5;55.5] {Male} 0.521353 0.478647 0.232558 5175 0.150914 +C1 ]-inf;21.5] {Male} 0.997658 0.00234192 0.145811 1708 0.049809 +C12 ]-inf;21.5] {Female} 0.998108 0.00189155 0.136575 1586 0.0462512 +C7 ]35.5;43.5] {Male} 0.597607 0.402393 0.103459 4764 0.138929 +C2 ]21.5;23.5] {Male} 0.978537 0.0214634 0.0655188 1025 0.0298912 +C13 ]21.5;23.5] {Female} 0.992288 0.00771208 0.0606518 778 0.0226882 +C9 ]55.5;61.5] {Male} 0.572884 0.427116 0.0446 1571 0.0458138 +C3 ]23.5;25.5] {Male} 0.943415 0.0565854 0.0408116 1025 0.0298912 +C14 ]23.5;25.5] {Female} 0.965414 0.0345865 0.0356079 665 0.0193928 +C15 ]25.5;27.5] {Female} 0.940496 0.0595041 0.023141 605 0.0176431 +C4 ]25.5;27.5] {Male} 0.898336 0.101664 0.0220367 1082 0.0315535 +C16 ]27.5;30.5] {Female} 0.902331 0.0976693 0.0195857 901 0.0262751 +C17 ]30.5;35.5] {Female} 0.862573 0.137427 0.0143085 1368 0.0398938 +C22 ]66.5;+inf[ {Female} 0.928571 0.0714286 0.012228 378 0.0110233 +C19 ]43.5;55.5] {Female} 0.832086 0.167914 0.010441 2138 0.0623487 +C21 ]61.5;66.5] {Female} 0.905714 0.0942857 0.00803105 350 0.0102068 +C20 ]55.5;61.5] {Female} 0.866559 0.133441 0.00707256 622 0.0181389 +C10 ]61.5;66.5] {Male} 0.659627 0.340373 0.0070188 805 0.0234755 +C18 ]35.5;43.5] {Female} 0.809807 0.190193 0.00448568 2019 0.0588784 +C6 ]30.5;35.5] {Male} 0.728471 0.271529 0.00316667 3263 0.0951562 +C5 ]27.5;30.5] {Male} 0.802768 0.197232 0.00278638 1734 0.0505672 +C11 ]66.5;+inf[ {Male} 0.748971 0.251029 0.000104972 729 0.0212592 + Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R38 +Variables + Type Name + Numerical education_num + Categorical marital_status + +Variables stats +education_num +Interval Frequency Coverage +]-inf;8.5] 4482 0.130705 +]8.5;9.5] 11102 0.323758 +]9.5;12.5] 10231 0.298358 +]12.5;13.5] 5645 0.16462 +]13.5;14.5] 1842 0.0537167 +]14.5;+inf[ 989 0.0288414 +marital_status +Group Frequency Coverage Size Value list +{Married-civ-spouse, Married-AF-spouse} 15636 0.45598 2 Married-civ-spouse Married-AF-spouse * +{Never-married} 11400 0.332449 1 Never-married +{Divorced, Widowed, Separated, ...} 7255 0.211572 4 Divorced Widowed Separated Married-spouse-absent + +Cell frequencies + marital_status +education_num {Married-civ-spouse, Married-AF-spouse} {Never-married} {Divorced, Widowed, Separated, ...} Total Coverage +]-inf;8.5] 1805 1688 989 4482 0.130705 +]8.5;9.5] 5006 3344 2752 11102 0.323758 +]9.5;12.5] 4164 3877 2190 10231 0.298358 +]12.5;13.5] 2907 1888 850 5645 0.16462 +]13.5;14.5] 1049 442 351 1842 0.0537167 +]14.5;+inf[ 705 161 123 989 0.0288414 +Total 15636 11400 7255 34291 +Coverage 0.45598 0.332449 0.211572 + +% target value more + marital_status +education_num {Married-civ-spouse, Married-AF-spouse} {Never-married} {Divorced, Widowed, Separated, ...} +]-inf;8.5] 0.119668 0.0100711 0.0222447 +]8.5;9.5] 0.312026 0.0158493 0.049782 +]9.5;12.5] 0.443564 0.0250193 0.073516 +]12.5;13.5] 0.679739 0.0932203 0.217647 +]13.5;14.5] 0.761678 0.217195 0.299145 +]14.5;+inf[ 0.831206 0.434783 0.560976 + +Cells 18 +Cell Id education_num marital_status less more Interest Frequency Coverage +C4 ]12.5;13.5] {Married-civ-spouse, Married-AF-spouse} 0.320261 0.679739 0.219118 2907 0.0847744 +C9 ]9.5;12.5] {Never-married} 0.974981 0.0250193 0.123915 3877 0.113062 +C8 ]8.5;9.5] {Never-married} 0.984151 0.0158493 0.121321 3344 0.0975183 +C5 ]13.5;14.5] {Married-civ-spouse, Married-AF-spouse} 0.238322 0.761678 0.110548 1049 0.0305911 +C6 ]14.5;+inf[ {Married-civ-spouse, Married-AF-spouse} 0.168794 0.831206 0.0957961 705 0.0205593 +C3 ]9.5;12.5] {Married-civ-spouse, Married-AF-spouse} 0.556436 0.443564 0.0727502 4164 0.121431 +C7 ]-inf;8.5] {Never-married} 0.989929 0.0100711 0.0666167 1688 0.0492257 +C14 ]8.5;9.5] {Divorced, Widowed, Separated, ...} 0.950218 0.049782 0.0630899 2752 0.0802543 +C15 ]9.5;12.5] {Divorced, Widowed, Separated, ...} 0.926484 0.073516 0.036085 2190 0.0638652 +C13 ]-inf;8.5] {Divorced, Widowed, Separated, ...} 0.977755 0.0222447 0.0328278 989 0.0288414 +C10 ]12.5;13.5] {Never-married} 0.90678 0.0932203 0.0231245 1888 0.0550582 +C1 ]-inf;8.5] {Married-civ-spouse, Married-AF-spouse} 0.880332 0.119668 0.0140935 1805 0.0526377 +C2 ]8.5;9.5] {Married-civ-spouse, Married-AF-spouse} 0.687974 0.312026 0.0121854 5006 0.145986 +C18 ]14.5;+inf[ {Divorced, Widowed, Separated, ...} 0.439024 0.560976 0.00507979 123 0.00358695 +C12 ]14.5;+inf[ {Never-married} 0.565217 0.434783 0.00258811 161 0.00469511 +C17 ]13.5;14.5] {Divorced, Widowed, Separated, ...} 0.700855 0.299145 0.000587367 351 0.0102359 +C16 ]12.5;13.5] {Divorced, Widowed, Separated, ...} 0.782353 0.217647 0.000177941 850 0.0247878 +C11 ]13.5;14.5] {Never-married} 0.782805 0.217195 9.66594e-05 442 0.0128897 + Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R39 +Variables + Type Name + Categorical education + Categorical workclass + +Variables stats +education +Group Frequency Coverage Size Value list +{HS-grad} 11102 0.323758 1 HS-grad +{Some-college} 7645 0.222945 1 Some-college +{Bachelors} 5645 0.16462 1 Bachelors +{11th, 10th, 7th-8th, ...} 4482 0.130705 8 11th 10th 7th-8th 9th 12th 5th-6th 1st-4th Preschool * +{Assoc-voc, Assoc-acdm} 2586 0.0754134 2 Assoc-voc Assoc-acdm +{Masters} 1842 0.0537167 1 Masters +{Prof-school, Doctorate} 989 0.0288414 2 Prof-school Doctorate +workclass +Group Frequency Coverage Size Value list +{Private} 25762 0.751276 1 Private +{Self-emp-not-inc, Local-gov} 4919 0.143449 2 Self-emp-not-inc Local-gov +{State-gov, Without-pay} 1414 0.0412353 3 State-gov Without-pay * +{Self-emp-inc} 1194 0.0348196 1 Self-emp-inc +{Federal-gov} 1002 0.0292205 1 Federal-gov + +Cell frequencies + workclass +education {Private} {Self-emp-not-inc, Local-gov} {State-gov, Without-pay} {Self-emp-inc} {Federal-gov} Total Coverage +{HS-grad} 8769 1456 292 298 287 11102 0.323758 +{Some-college} 5911 907 353 228 246 7645 0.222945 +{Bachelors} 3915 923 300 295 212 5645 0.16462 +{11th, 10th, 7th-8th, ...} 3802 507 63 74 36 4482 0.130705 +{Assoc-voc, Assoc-acdm} 1923 374 94 87 108 2586 0.0754134 +{Masters} 982 512 189 84 75 1842 0.0537167 +{Prof-school, Doctorate} 460 240 123 128 38 989 0.0288414 +Total 25762 4919 1414 1194 1002 34291 +Coverage 0.751276 0.143449 0.0412353 0.0348196 0.0292205 + +% target value more + workclass +education {Private} {Self-emp-not-inc, Local-gov} {State-gov, Without-pay} {Self-emp-inc} {Federal-gov} +{HS-grad} 0.138214 0.18956 0.14726 0.446309 0.30662 +{Some-college} 0.17239 0.213892 0.101983 0.5 0.304878 +{Bachelors} 0.409195 0.371614 0.32 0.644068 0.5 +{11th, 10th, 7th-8th, ...} 0.0468175 0.104536 0.0634921 0.22973 0.0833333 +{Assoc-voc, Assoc-acdm} 0.24233 0.264706 0.191489 0.494253 0.37963 +{Masters} 0.553971 0.529297 0.412698 0.690476 0.653333 +{Prof-school, Doctorate} 0.678261 0.720833 0.723577 0.929688 0.842105 + +Cells 35 +Cell Id education workclass less more Interest Frequency Coverage +C4 {11th, 10th, 7th-8th, ...} {Private} 0.953183 0.0468175 0.211177 3802 0.110875 +C3 {Bachelors} {Private} 0.590805 0.409195 0.112269 3915 0.11417 +C1 {HS-grad} {Private} 0.861786 0.138214 0.110195 8769 0.255723 +C6 {Masters} {Private} 0.446029 0.553971 0.0905442 982 0.0286373 +C7 {Prof-school, Doctorate} {Private} 0.321739 0.678261 0.0801906 460 0.0134146 +C28 {Prof-school, Doctorate} {Self-emp-inc} 0.0703125 0.929688 0.0567029 128 0.00373276 +C14 {Prof-school, Doctorate} {Self-emp-not-inc, Local-gov} 0.279167 0.720833 0.0501153 240 0.00699892 +C24 {Bachelors} {Self-emp-inc} 0.355932 0.644068 0.0439761 295 0.00860284 +C13 {Masters} {Self-emp-not-inc, Local-gov} 0.470703 0.529297 0.0404354 512 0.014931 +C2 {Some-college} {Private} 0.82761 0.17239 0.0307545 5911 0.172378 +C21 {Prof-school, Doctorate} {State-gov, Without-pay} 0.276423 0.723577 0.0259724 123 0.00358695 +C10 {Bachelors} {Self-emp-not-inc, Local-gov} 0.628386 0.371614 0.0164494 923 0.0269167 +C27 {Masters} {Self-emp-inc} 0.309524 0.690476 0.0154449 84 0.00244962 +C23 {Some-college} {Self-emp-inc} 0.5 0.5 0.0147173 228 0.00664897 +C31 {Bachelors} {Federal-gov} 0.5 0.5 0.0136845 212 0.00618238 +C35 {Prof-school, Doctorate} {Federal-gov} 0.157895 0.842105 0.0124872 38 0.00110816 +C22 {HS-grad} {Self-emp-inc} 0.553691 0.446309 0.0124304 298 0.00869033 +C11 {11th, 10th, 7th-8th, ...} {Self-emp-not-inc, Local-gov} 0.895464 0.104536 0.012028 507 0.0147852 +C34 {Masters} {Federal-gov} 0.346667 0.653333 0.0116781 75 0.00218716 +C16 {Some-college} {State-gov, Without-pay} 0.898017 0.101983 0.0087382 353 0.0102942 +C20 {Masters} {State-gov, Without-pay} 0.587302 0.412698 0.00563403 189 0.00551165 +C26 {Assoc-voc, Assoc-acdm} {Self-emp-inc} 0.505747 0.494253 0.00538375 87 0.00253711 +C8 {HS-grad} {Self-emp-not-inc, Local-gov} 0.81044 0.18956 0.00406001 1456 0.0424601 +C15 {HS-grad} {State-gov, Without-pay} 0.85274 0.14726 0.00299653 292 0.00851535 +C18 {11th, 10th, 7th-8th, ...} {State-gov, Without-pay} 0.936508 0.0634921 0.00278578 63 0.00183722 +C33 {Assoc-voc, Assoc-acdm} {Federal-gov} 0.62037 0.37963 0.002153 108 0.00314951 +C17 {Bachelors} {State-gov, Without-pay} 0.68 0.32 0.0020759 300 0.00874865 +C29 {HS-grad} {Federal-gov} 0.69338 0.30662 0.00140196 287 0.00836954 +C32 {11th, 10th, 7th-8th, ...} {Federal-gov} 0.916667 0.0833333 0.00119503 36 0.00104984 +C30 {Some-college} {Federal-gov} 0.695122 0.304878 0.00114261 246 0.00717389 +C9 {Some-college} {Self-emp-not-inc, Local-gov} 0.786108 0.213892 0.000619126 907 0.0264501 +C12 {Assoc-voc, Assoc-acdm} {Self-emp-not-inc, Local-gov} 0.735294 0.264706 0.000281384 374 0.0109067 +C19 {Assoc-voc, Assoc-acdm} {State-gov, Without-pay} 0.808511 0.191489 0.000241265 94 0.00274124 +C5 {Assoc-voc, Assoc-acdm} {Private} 0.75767 0.24233 3.33549e-05 1923 0.0560789 +C25 {11th, 10th, 7th-8th, ...} {Self-emp-inc} 0.77027 0.22973 6.19379e-06 74 0.002158 + Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R40 +Variables + Type Name + Numerical capital_loss + Numerical hours_per_week + +Variables stats +capital_loss +Interval Frequency Coverage +]-inf;70] 32696 0.953486 +]70;1457] 89 0.00259543 +]1457;1494] 46 0.00134146 +]1494;1537] 17 0.000495757 +]1537;1568.5] 31 0.000904027 +]1568.5;1789] 374 0.0109067 +]1789;1846] 9 0.00026246 +]1846;1859] 49 0.00142895 +]1859;1881] 42 0.00122481 +]1881;1906.5] 361 0.0105275 +]1906.5;1975.5] 23 0.00067073 +]1975.5;1978.5] 184 0.00536584 +]1978.5;2156] 118 0.00344114 +]2156;2384] 123 0.00358695 +]2384;2580] 98 0.00285789 +]2580;+inf[ 31 0.000904027 +hours_per_week +Interval Frequency Coverage +]-inf;33.5] 5894 0.171882 +]33.5;41.5] 18338 0.534776 +]41.5;+inf[ 10059 0.293342 + +Cell frequencies + hours_per_week +capital_loss ]-inf;33.5] ]33.5;41.5] ]41.5;+inf[ Total Coverage +]-inf;70] 5718 17575 9403 32696 0.953486 +]70;1457] 8 59 22 89 0.00259543 +]1457;1494] 1 26 19 46 0.00134146 +]1494;1537] 2 10 5 17 0.000495757 +]1537;1568.5] 2 11 18 31 0.000904027 +]1568.5;1789] 87 185 102 374 0.0109067 +]1789;1846] 5 1 3 9 0.00026246 +]1846;1859] 0 23 26 49 0.00142895 +]1859;1881] 0 23 19 42 0.00122481 +]1881;1906.5] 10 180 171 361 0.0105275 +]1906.5;1975.5] 4 15 4 23 0.00067073 +]1975.5;1978.5] 14 58 112 184 0.00536584 +]1978.5;2156] 14 71 33 118 0.00344114 +]2156;2384] 20 54 49 123 0.00358695 +]2384;2580] 4 31 63 98 0.00285789 +]2580;+inf[ 5 16 10 31 0.000904027 +Total 5894 18338 10059 34291 +Coverage 0.171882 0.534776 0.293342 + +% target value more + hours_per_week +capital_loss ]-inf;33.5] ]33.5;41.5] ]41.5;+inf[ +]-inf;70] 0.063134 0.19266 0.385409 +]70;1457] 0 0 0.0909091 +]1457;1494] 1 0.538462 0.631579 +]1494;1537] 0 0 0 +]1537;1568.5] 1 1 1 +]1568.5;1789] 0 0 0 +]1789;1846] 0.4 0 0.333333 +]1846;1859] 0 1 1 +]1859;1881] 0 0 0 +]1881;1906.5] 1 0.955556 0.982456 +]1906.5;1975.5] 0 0.0666667 0 +]1975.5;1978.5] 1 1 1 +]1978.5;2156] 0 0 0 +]2156;2384] 0.35 0.388889 0.408163 +]2384;2580] 1 0.870968 0.984127 +]2580;+inf[ 0.2 0.4375 0.7 + +Cells 46 +Cell Id capital_loss hours_per_week less more Interest Frequency Coverage +C1 ]-inf;70] ]-inf;33.5] 0.936866 0.063134 0.263277 5718 0.166749 +C33 ]-inf;70] ]41.5;+inf[ 0.614591 0.385409 0.209726 9403 0.274212 +C42 ]1881;1906.5] ]41.5;+inf[ 0.0175439 0.982456 0.0947438 171 0.00498673 +C26 ]1881;1906.5] ]33.5;41.5] 0.0444444 0.955556 0.0903423 180 0.00524919 +C44 ]1975.5;1978.5] ]41.5;+inf[ 0 1 0.0671443 112 0.00326616 +C17 ]-inf;70] ]33.5;41.5] 0.80734 0.19266 0.0443711 17575 0.512525 +C47 ]2384;2580] ]41.5;+inf[ 0.015873 0.984127 0.0351361 63 0.00183722 +C28 ]1975.5;1978.5] ]33.5;41.5] 0 1 0.0347712 58 0.00169141 +C22 ]1568.5;1789] ]33.5;41.5] 1 0 0.021061 185 0.005395 +C40 ]1846;1859] ]41.5;+inf[ 0 1 0.0155871 26 0.000758216 +C24 ]1846;1859] ]33.5;41.5] 0 1 0.0137886 23 0.00067073 +C31 ]2384;2580] ]33.5;41.5] 0.129032 0.870968 0.011658 31 0.000904027 +C38 ]1568.5;1789] ]41.5;+inf[ 1 0 0.011612 102 0.00297454 +C37 ]1537;1568.5] ]41.5;+inf[ 0 1 0.0107911 18 0.000524919 +C6 ]1568.5;1789] ]-inf;33.5] 1 0 0.00990436 87 0.00253711 +C12 ]1975.5;1978.5] ]-inf;33.5] 0 1 0.00839304 14 0.00040827 +C29 ]1978.5;2156] ]33.5;41.5] 1 0 0.00808287 71 0.00207051 +C18 ]70;1457] ]33.5;41.5] 1 0 0.00671675 59 0.00172057 +C21 ]1537;1568.5] ]33.5;41.5] 0 1 0.00659453 11 0.000320784 +C10 ]1881;1906.5] ]-inf;33.5] 0 1 0.00599503 10 0.000291622 +C45 ]1978.5;2156] ]41.5;+inf[ 1 0 0.00375683 33 0.000962352 +C35 ]1457;1494] ]41.5;+inf[ 0.368421 0.631579 0.00276316 19 0.000554081 +C25 ]1859;1881] ]33.5;41.5] 1 0 0.00261839 23 0.00067073 +C15 ]2384;2580] ]-inf;33.5] 0 1 0.00239801 4 0.000116649 +C19 ]1457;1494] ]33.5;41.5] 0.461538 0.538462 0.00225669 26 0.000758216 +C41 ]1859;1881] ]41.5;+inf[ 1 0 0.00216302 19 0.000554081 +C48 ]2580;+inf[ ]41.5;+inf[ 0.3 0.7 0.00198412 10 0.000291622 +C13 ]1978.5;2156] ]-inf;33.5] 1 0 0.0015938 14 0.00040827 +C46 ]2156;2384] ]41.5;+inf[ 0.591837 0.408163 0.0014391 49 0.00142895 +C30 ]2156;2384] ]33.5;41.5] 0.611111 0.388889 0.0012596 54 0.00157476 +C5 ]1537;1568.5] ]-inf;33.5] 0 1 0.00119901 2 5.83243e-05 +C20 ]1494;1537] ]33.5;41.5] 1 0 0.00113843 10 0.000291622 +C2 ]70;1457] ]-inf;33.5] 1 0 0.000910746 8 0.000233297 +C34 ]70;1457] ]41.5;+inf[ 0.909091 0.0909091 0.000673864 22 0.000641568 +C27 ]1906.5;1975.5] ]33.5;41.5] 0.933333 0.0666667 0.000657283 15 0.000437433 +C32 ]2580;+inf[ ]33.5;41.5] 0.5625 0.4375 0.000636791 16 0.000466595 +C3 ]1457;1494] ]-inf;33.5] 0 1 0.000599503 1 2.91622e-05 +C36 ]1494;1537] ]41.5;+inf[ 1 0 0.000569216 5 0.000145811 +C11 ]1906.5;1975.5] ]-inf;33.5] 1 0 0.000455373 4 0.000116649 +C43 ]1906.5;1975.5] ]41.5;+inf[ 1 0 0.000455373 4 0.000116649 +C14 ]2156;2384] ]-inf;33.5] 0.65 0.35 0.000262722 20 0.000583243 +C4 ]1494;1537] ]-inf;33.5] 1 0 0.000227686 2 5.83243e-05 +C7 ]1789;1846] ]-inf;33.5] 0.6 0.4 0.000133654 5 0.000145811 +C23 ]1789;1846] ]33.5;41.5] 1 0 0.000113843 1 2.91622e-05 +C39 ]1789;1846] ]41.5;+inf[ 0.666667 0.333333 2.88375e-05 3 8.74865e-05 +C16 ]2580;+inf[ ]-inf;33.5] 0.8 0.2 8.82092e-06 5 0.000145811 + Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R41 +Variables + Type Name + Categorical relationship + Categorical workclass + +Variables stats +relationship +Group Frequency Coverage Size Value list +{Husband, Wife} 15382 0.448573 2 Husband Wife +{Not-in-family} 8868 0.25861 1 Not-in-family +{Own-child, Other-relative} 6420 0.187221 2 Own-child Other-relative * +{Unmarried} 3621 0.105596 1 Unmarried +workclass +Group Frequency Coverage Size Value list +{Private} 25762 0.751276 1 Private +{Local-gov, State-gov} 3639 0.106121 2 Local-gov State-gov +{Self-emp-not-inc, Without-pay} 2694 0.0785629 3 Self-emp-not-inc Without-pay * +{Self-emp-inc, Federal-gov} 2196 0.0640401 2 Self-emp-inc Federal-gov + +Cell frequencies + workclass +relationship {Private} {Local-gov, State-gov} {Self-emp-not-inc, Without-pay} {Self-emp-inc, Federal-gov} Total Coverage +{Husband, Wife} 10553 1684 1754 1391 15382 0.448573 +{Not-in-family} 6876 985 551 456 8868 0.25861 +{Own-child, Other-relative} 5561 482 217 160 6420 0.187221 +{Unmarried} 2772 488 172 189 3621 0.105596 +Total 25762 3639 2694 2196 34291 +Coverage 0.751276 0.106121 0.0785629 0.0640401 + +% target value more + workclass +relationship {Private} {Local-gov, State-gov} {Self-emp-not-inc, Without-pay} {Self-emp-inc, Federal-gov} +{Husband, Wife} 0.427935 0.514846 0.357469 0.675054 +{Not-in-family} 0.0869692 0.103553 0.15971 0.214912 +{Own-child, Other-relative} 0.0138464 0.033195 0.0691244 0.025 +{Unmarried} 0.0512266 0.0717213 0.133721 0.142857 + +Cells 16 +Cell Id relationship workclass less more Interest Frequency Coverage +C3 {Own-child, Other-relative} {Private} 0.986154 0.0138464 0.283747 5561 0.162171 +C1 {Husband, Wife} {Private} 0.572065 0.427935 0.216697 10553 0.307748 +C13 {Husband, Wife} {Self-emp-inc, Federal-gov} 0.324946 0.675054 0.140359 1391 0.0405646 +C2 {Not-in-family} {Private} 0.913031 0.0869692 0.126824 6876 0.200519 +C4 {Unmarried} {Private} 0.948773 0.0512266 0.0851715 2772 0.0808375 +C5 {Husband, Wife} {Local-gov, State-gov} 0.485154 0.514846 0.0708752 1684 0.0491091 +C7 {Own-child, Other-relative} {Local-gov, State-gov} 0.966805 0.033195 0.018862 482 0.0140562 +C9 {Husband, Wife} {Self-emp-not-inc, Without-pay} 0.642531 0.357469 0.014791 1754 0.0511504 +C6 {Not-in-family} {Local-gov, State-gov} 0.896447 0.103553 0.0139469 985 0.0287247 +C8 {Unmarried} {Local-gov, State-gov} 0.928279 0.0717213 0.0112771 488 0.0142311 +C15 {Own-child, Other-relative} {Self-emp-inc, Federal-gov} 0.975 0.025 0.00699103 160 0.00466595 +C11 {Own-child, Other-relative} {Self-emp-not-inc, Without-pay} 0.930876 0.0691244 0.005204 217 0.00632819 +C10 {Not-in-family} {Self-emp-not-inc, Without-pay} 0.84029 0.15971 0.00243215 551 0.0160684 +C12 {Unmarried} {Self-emp-not-inc, Without-pay} 0.866279 0.133721 0.00139489 172 0.00501589 +C16 {Unmarried} {Self-emp-inc, Federal-gov} 0.857143 0.142857 0.00125943 189 0.00551165 +C14 {Not-in-family} {Self-emp-inc, Federal-gov} 0.785088 0.214912 0.000167651 456 0.0132979 + Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R42 +Variables + Type Name + Numerical education_num + Categorical workclass + +Variables stats +education_num +Interval Frequency Coverage +]-inf;8.5] 4482 0.130705 +]8.5;10.5] 18747 0.546703 +]10.5;12.5] 2586 0.0754134 +]12.5;13.5] 5645 0.16462 +]13.5;14.5] 1842 0.0537167 +]14.5;+inf[ 989 0.0288414 +workclass +Group Frequency Coverage Size Value list +{Private, State-gov, Without-pay} 27176 0.792511 4 Private State-gov Without-pay * +{Self-emp-not-inc, Local-gov} 4919 0.143449 2 Self-emp-not-inc Local-gov +{Self-emp-inc} 1194 0.0348196 1 Self-emp-inc +{Federal-gov} 1002 0.0292205 1 Federal-gov + +Cell frequencies + workclass +education_num {Private, State-gov, Without-pay} {Self-emp-not-inc, Local-gov} {Self-emp-inc} {Federal-gov} Total Coverage +]-inf;8.5] 3865 507 74 36 4482 0.130705 +]8.5;10.5] 15325 2363 526 533 18747 0.546703 +]10.5;12.5] 2017 374 87 108 2586 0.0754134 +]12.5;13.5] 4215 923 295 212 5645 0.16462 +]13.5;14.5] 1171 512 84 75 1842 0.0537167 +]14.5;+inf[ 583 240 128 38 989 0.0288414 +Total 27176 4919 1194 1002 34291 +Coverage 0.792511 0.143449 0.0348196 0.0292205 + +% target value more + workclass +education_num {Private, State-gov, Without-pay} {Self-emp-not-inc, Local-gov} {Self-emp-inc} {Federal-gov} +]-inf;8.5] 0.0470893 0.104536 0.22973 0.0833333 +]8.5;10.5] 0.150734 0.1989 0.469582 0.305816 +]10.5;12.5] 0.23996 0.264706 0.494253 0.37963 +]12.5;13.5] 0.402847 0.371614 0.644068 0.5 +]13.5;14.5] 0.53117 0.529297 0.690476 0.653333 +]14.5;+inf[ 0.687822 0.720833 0.929688 0.842105 + +Cells 24 +Cell Id education_num workclass less more Interest Frequency Coverage +C1 ]-inf;8.5] {Private, State-gov, Without-pay} 0.952911 0.0470893 0.216844 3865 0.112712 +C2 ]8.5;10.5] {Private, State-gov, Without-pay} 0.849266 0.150734 0.146786 15325 0.44691 +C4 ]12.5;13.5] {Private, State-gov, Without-pay} 0.597153 0.402847 0.113989 4215 0.122919 +C6 ]14.5;+inf[ {Private, State-gov, Without-pay} 0.312178 0.687822 0.107435 583 0.0170015 +C5 ]13.5;14.5] {Private, State-gov, Without-pay} 0.46883 0.53117 0.0949077 1171 0.0341489 +C18 ]14.5;+inf[ {Self-emp-inc} 0.0703125 0.929688 0.0574856 128 0.00373276 +C12 ]14.5;+inf[ {Self-emp-not-inc, Local-gov} 0.279167 0.720833 0.0508071 240 0.00699892 +C16 ]12.5;13.5] {Self-emp-inc} 0.355932 0.644068 0.0445831 295 0.00860284 +C11 ]13.5;14.5] {Self-emp-not-inc, Local-gov} 0.470703 0.529297 0.0409935 512 0.014931 +C14 ]8.5;10.5] {Self-emp-inc} 0.530418 0.469582 0.0272166 526 0.0153393 +C10 ]12.5;13.5] {Self-emp-not-inc, Local-gov} 0.628386 0.371614 0.0166765 923 0.0269167 +C17 ]13.5;14.5] {Self-emp-inc} 0.309524 0.690476 0.0156581 84 0.00244962 +C22 ]12.5;13.5] {Federal-gov} 0.5 0.5 0.0138734 212 0.00618238 +C24 ]14.5;+inf[ {Federal-gov} 0.157895 0.842105 0.0126596 38 0.00110816 +C7 ]-inf;8.5] {Self-emp-not-inc, Local-gov} 0.895464 0.104536 0.012194 507 0.0147852 +C23 ]13.5;14.5] {Federal-gov} 0.346667 0.653333 0.0118393 75 0.00218716 +C15 ]10.5;12.5] {Self-emp-inc} 0.505747 0.494253 0.00545806 87 0.00253711 +C8 ]8.5;10.5] {Self-emp-not-inc, Local-gov} 0.8011 0.1989 0.00432177 2363 0.0689102 +C20 ]8.5;10.5] {Federal-gov} 0.694184 0.305816 0.0025793 533 0.0155434 +C21 ]10.5;12.5] {Federal-gov} 0.62037 0.37963 0.00218272 108 0.00314951 +C19 ]-inf;8.5] {Federal-gov} 0.916667 0.0833333 0.00121152 36 0.00104984 +C9 ]10.5;12.5] {Self-emp-not-inc, Local-gov} 0.735294 0.264706 0.000285268 374 0.0109067 +C13 ]-inf;8.5] {Self-emp-inc} 0.77027 0.22973 6.27929e-06 74 0.002158 +C3 ]10.5;12.5] {Private, State-gov, Without-pay} 0.76004 0.23996 5.72738e-06 2017 0.0588201 + Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R43 +Variables + Type Name + Numerical age + Numerical capital_loss + +Variables stats +age +Interval Frequency Coverage +]-inf;23.5] 5097 0.14864 +]23.5;27.5] 3377 0.0984807 +]27.5;31.5] 3569 0.10408 +]31.5;36.5] 4650 0.135604 +]36.5;64.5] 16122 0.470153 +]64.5;+inf[ 1476 0.0430434 +capital_loss +Interval Frequency Coverage +]-inf;70] 32696 0.953486 +]70;1457] 89 0.00259543 +]1457;1494] 46 0.00134146 +]1494;1537] 17 0.000495757 +]1537;1568.5] 31 0.000904027 +]1568.5;1789] 374 0.0109067 +]1789;1873] 59 0.00172057 +]1873;1881] 41 0.00119565 +]1881;1906.5] 361 0.0105275 +]1906.5;1975.5] 23 0.00067073 +]1975.5;1978.5] 184 0.00536584 +]1978.5;2205.5] 154 0.00449097 +]2205.5;2242] 16 0.000466595 +]2242;2403] 79 0.00230381 +]2403;2580] 90 0.0026246 +]2580;+inf[ 31 0.000904027 + +Cell frequencies + capital_loss +age ]-inf;70] ]70;1457] ]1457;1494] ]1494;1537] ]1537;1568.5] ]1568.5;1789] ]1789;1873] ]1873;1881] ]1881;1906.5] ]1906.5;1975.5] ]1975.5;1978.5] ]1978.5;2205.5] ]2205.5;2242] ]2242;2403] ]2403;2580] ]2580;+inf[ Total Coverage +]-inf;23.5] 4982 1 0 1 0 82 0 0 4 3 0 14 1 6 1 2 5097 0.14864 +]23.5;27.5] 3288 5 2 3 3 34 3 6 8 2 3 12 1 6 1 0 3377 0.0984807 +]27.5;31.5] 3405 11 6 3 4 46 6 3 29 4 15 21 3 7 5 1 3569 0.10408 +]31.5;36.5] 4429 13 6 1 4 57 9 3 61 4 24 23 1 7 3 5 4650 0.135604 +]36.5;64.5] 15205 48 32 7 20 146 31 29 259 6 142 73 4 27 75 18 16122 0.470153 +]64.5;+inf[ 1387 11 0 2 0 9 10 0 0 4 0 11 6 26 5 5 1476 0.0430434 +Total 32696 89 46 17 31 374 59 41 361 23 184 154 16 79 90 31 34291 +Coverage 0.953486 0.00259543 0.00134146 0.000495757 0.000904027 0.0109067 0.00172057 0.00119565 0.0105275 0.00067073 0.00536584 0.00449097 0.000466595 0.00230381 0.0026246 0.000904027 + +% target value more + capital_loss +age ]-inf;70] ]70;1457] ]1457;1494] ]1494;1537] ]1537;1568.5] ]1568.5;1789] ]1789;1873] ]1873;1881] ]1881;1906.5] ]1906.5;1975.5] ]1975.5;1978.5] ]1978.5;2205.5] ]2205.5;2242] ]2242;2403] ]2403;2580] ]2580;+inf[ +]-inf;23.5] 0.00582096 0 0 0 0 0 0 0 0.5 0 0 0 1 0.166667 1 0.5 +]23.5;27.5] 0.0623479 0 1 0 1 0 1 0 1 0 1 0 1 0.166667 1 0 +]27.5;31.5] 0.162702 0 0.833333 0 1 0 1 0 0.965517 0 1 0 0 0.428571 1 0 +]31.5;36.5] 0.237977 0 0.5 0 1 0 1 0 1 0 1 0 1 0 1 0.6 +]36.5;64.5] 0.346268 0.0416667 0.53125 0 1 0 1 0 0.969112 0 1 0.0136986 0.75 0.444444 1 0.555556 +]64.5;+inf[ 0.190339 0 0 0 0 0 0.3 0 0 0.25 0 0.727273 0 0.923077 0 0.2 + +Cells 85 +Cell Id age capital_loss less more Interest Frequency Coverage +C1 ]-inf;23.5] ]-inf;70] 0.994179 0.00582096 0.367016 4982 0.145286 +C5 ]36.5;64.5] ]-inf;70] 0.653732 0.346268 0.135472 15205 0.443411 +C2 ]23.5;27.5] ]-inf;70] 0.937652 0.0623479 0.110849 3288 0.0958852 +C53 ]36.5;64.5] ]1881;1906.5] 0.030888 0.969112 0.0988307 259 0.007553 +C65 ]36.5;64.5] ]1975.5;1978.5] 0 1 0.0616535 142 0.00414103 +C89 ]36.5;64.5] ]2403;2580] 0 1 0.0325635 75 0.00218716 +C52 ]31.5;36.5] ]1881;1906.5] 0 1 0.0264849 61 0.00177889 +C3 ]27.5;31.5] ]-inf;70] 0.837298 0.162702 0.0177048 3405 0.0992972 +C41 ]36.5;64.5] ]1789;1873] 0 1 0.0134596 31 0.000904027 +C35 ]36.5;64.5] ]1568.5;1789] 1 0 0.0120375 146 0.00425768 +C51 ]27.5;31.5] ]1881;1906.5] 0.0344828 0.965517 0.0109224 29 0.000845703 +C64 ]31.5;36.5] ]1975.5;1978.5] 0 1 0.0104203 24 0.000699892 +C29 ]36.5;64.5] ]1537;1568.5] 0 1 0.00868359 20 0.000583243 +C84 ]64.5;+inf[ ]2242;2403] 0.0769231 0.923077 0.00845025 26 0.000758216 +C31 ]-inf;23.5] ]1568.5;1789] 1 0 0.00676081 82 0.0023913 +C63 ]27.5;31.5] ]1975.5;1978.5] 0 1 0.00651269 15 0.000437433 +C71 ]36.5;64.5] ]1978.5;2205.5] 0.986301 0.0136986 0.00477068 73 0.00212884 +C34 ]31.5;36.5] ]1568.5;1789] 1 0 0.00469959 57 0.00166224 +C40 ]31.5;36.5] ]1789;1873] 0 1 0.00390762 9 0.00026246 +C33 ]27.5;31.5] ]1568.5;1789] 1 0 0.00379265 46 0.00134146 +C50 ]23.5;27.5] ]1881;1906.5] 0 1 0.00347344 8 0.000233297 +C6 ]64.5;+inf[ ]-inf;70] 0.809661 0.190339 0.00280772 1387 0.0404479 +C32 ]23.5;27.5] ]1568.5;1789] 1 0 0.00280326 34 0.000991514 +C39 ]27.5;31.5] ]1789;1873] 0 1 0.00260508 6 0.000174973 +C47 ]36.5;64.5] ]1873;1881] 1 0 0.00239102 29 0.000845703 +C87 ]27.5;31.5] ]2403;2580] 0 1 0.0021709 5 0.000145811 +C11 ]36.5;64.5] ]70;1457] 0.958333 0.0416667 0.00214365 48 0.00139978 +C17 ]36.5;64.5] ]1457;1494] 0.46875 0.53125 0.0019206 32 0.000933189 +C70 ]31.5;36.5] ]1978.5;2205.5] 1 0 0.00189633 23 0.00067073 +C72 ]64.5;+inf[ ]1978.5;2205.5] 0.272727 0.727273 0.00176915 11 0.000320784 +C27 ]27.5;31.5] ]1537;1568.5] 0 1 0.00173672 4 0.000116649 +C28 ]31.5;36.5] ]1537;1568.5] 0 1 0.00173672 4 0.000116649 +C69 ]27.5;31.5] ]1978.5;2205.5] 1 0 0.00173143 21 0.000612406 +C15 ]27.5;31.5] ]1457;1494] 0.166667 0.833333 0.00143479 6 0.000174973 +C26 ]23.5;27.5] ]1537;1568.5] 0 1 0.00130254 3 8.74865e-05 +C38 ]23.5;27.5] ]1789;1873] 0 1 0.00130254 3 8.74865e-05 +C62 ]23.5;27.5] ]1975.5;1978.5] 0 1 0.00130254 3 8.74865e-05 +C88 ]31.5;36.5] ]2403;2580] 0 1 0.00130254 3 8.74865e-05 +C95 ]36.5;64.5] ]2580;+inf[ 0.444444 0.555556 0.00125728 18 0.000524919 +C67 ]-inf;23.5] ]1978.5;2205.5] 1 0 0.00115428 14 0.00040827 +C10 ]31.5;36.5] ]70;1457] 1 0 0.00107184 13 0.000379108 +C68 ]23.5;27.5] ]1978.5;2205.5] 1 0 0.000989387 12 0.000349946 +C9 ]27.5;31.5] ]70;1457] 1 0 0.000906938 11 0.000320784 +C12 ]64.5;+inf[ ]70;1457] 1 0 0.000906938 11 0.000320784 +C14 ]23.5;27.5] ]1457;1494] 0 1 0.000868359 2 5.83243e-05 +C83 ]36.5;64.5] ]2242;2403] 0.555556 0.444444 0.000830731 27 0.000787379 +C36 ]64.5;+inf[ ]1568.5;1789] 1 0 0.00074204 9 0.00026246 +C77 ]36.5;64.5] ]2205.5;2242] 0.25 0.75 0.000703907 4 0.000116649 +C82 ]31.5;36.5] ]2242;2403] 1 0 0.000577142 7 0.000204135 +C23 ]36.5;64.5] ]1494;1537] 1 0 0.000577142 7 0.000204135 +C44 ]23.5;27.5] ]1873;1881] 1 0 0.000494694 6 0.000174973 +C59 ]36.5;64.5] ]1906.5;1975.5] 1 0 0.000494694 6 0.000174973 +C78 ]64.5;+inf[ ]2205.5;2242] 1 0 0.000494694 6 0.000174973 +C94 ]31.5;36.5] ]2580;+inf[ 0.4 0.6 0.000448527 5 0.000145811 +C73 ]-inf;23.5] ]2205.5;2242] 0 1 0.000434179 1 2.91622e-05 +C85 ]-inf;23.5] ]2403;2580] 0 1 0.000434179 1 2.91622e-05 +C74 ]23.5;27.5] ]2205.5;2242] 0 1 0.000434179 1 2.91622e-05 +C86 ]23.5;27.5] ]2403;2580] 0 1 0.000434179 1 2.91622e-05 +C76 ]31.5;36.5] ]2205.5;2242] 0 1 0.000434179 1 2.91622e-05 +C8 ]23.5;27.5] ]70;1457] 1 0 0.000412245 5 0.000145811 +C90 ]64.5;+inf[ ]2403;2580] 1 0 0.000412245 5 0.000145811 +C57 ]27.5;31.5] ]1906.5;1975.5] 1 0 0.000329796 4 0.000116649 +C58 ]31.5;36.5] ]1906.5;1975.5] 1 0 0.000329796 4 0.000116649 +C16 ]31.5;36.5] ]1457;1494] 0.5 0.5 0.000290613 6 0.000174973 +C55 ]-inf;23.5] ]1906.5;1975.5] 1 0 0.000247347 3 8.74865e-05 +C20 ]23.5;27.5] ]1494;1537] 1 0 0.000247347 3 8.74865e-05 +C21 ]27.5;31.5] ]1494;1537] 1 0 0.000247347 3 8.74865e-05 +C45 ]27.5;31.5] ]1873;1881] 1 0 0.000247347 3 8.74865e-05 +C75 ]27.5;31.5] ]2205.5;2242] 1 0 0.000247347 3 8.74865e-05 +C46 ]31.5;36.5] ]1873;1881] 1 0 0.000247347 3 8.74865e-05 +C49 ]-inf;23.5] ]1881;1906.5] 0.5 0.5 0.000193742 4 0.000116649 +C81 ]27.5;31.5] ]2242;2403] 0.571429 0.428571 0.000184885 7 0.000204135 +C56 ]23.5;27.5] ]1906.5;1975.5] 1 0 0.000164898 2 5.83243e-05 +C24 ]64.5;+inf[ ]1494;1537] 1 0 0.000164898 2 5.83243e-05 +C91 ]-inf;23.5] ]2580;+inf[ 0.5 0.5 9.68709e-05 2 5.83243e-05 +C7 ]-inf;23.5] ]70;1457] 1 0 8.24489e-05 1 2.91622e-05 +C19 ]-inf;23.5] ]1494;1537] 1 0 8.24489e-05 1 2.91622e-05 +C93 ]27.5;31.5] ]2580;+inf[ 1 0 8.24489e-05 1 2.91622e-05 +C22 ]31.5;36.5] ]1494;1537] 1 0 8.24489e-05 1 2.91622e-05 +C42 ]64.5;+inf[ ]1789;1873] 0.7 0.3 3.00387e-05 10 0.000291622 +C79 ]-inf;23.5] ]2242;2403] 0.833333 0.166667 2.78688e-05 6 0.000174973 +C80 ]23.5;27.5] ]2242;2403] 0.833333 0.166667 2.78688e-05 6 0.000174973 +C96 ]64.5;+inf[ ]2580;+inf[ 0.8 0.2 6.3884e-06 5 0.000145811 +C4 ]31.5;36.5] ]-inf;70] 0.762023 0.237977 5.75349e-07 4429 0.129159 +C60 ]64.5;+inf[ ]1906.5;1975.5] 0.75 0.25 4.46139e-07 4 0.000116649 + Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R44 +Variables + Type Name + Numerical age + Categorical workclass + +Variables stats +age +Interval Frequency Coverage +]-inf;21.5] 3294 0.0960602 +]21.5;23.5] 1803 0.0525794 +]23.5;25.5] 1690 0.0492841 +]25.5;27.5] 1687 0.0491966 +]27.5;30.5] 2635 0.0768423 +]30.5;35.5] 4631 0.13505 +]35.5;38.5] 2706 0.0789128 +]38.5;61.5] 13583 0.39611 +]61.5;66.5] 1155 0.0336823 +]66.5;+inf[ 1107 0.0322825 +workclass +Group Frequency Coverage Size Value list +{Private, Self-emp-not-inc, Local-gov, ...} 32074 0.935347 4 Private Self-emp-not-inc Local-gov State-gov +{Self-emp-inc} 1194 0.0348196 1 Self-emp-inc +{Federal-gov} 1023 0.0298329 3 Federal-gov * + +Cell frequencies + workclass +age {Private, Self-emp-not-inc, Local-gov, ...} {Self-emp-inc} {Federal-gov} Total Coverage +]-inf;21.5] 3235 29 30 3294 0.0960602 +]21.5;23.5] 1764 11 28 1803 0.0525794 +]23.5;25.5] 1646 16 28 1690 0.0492841 +]25.5;27.5] 1633 18 36 1687 0.0491966 +]27.5;30.5] 2530 42 63 2635 0.0768423 +]30.5;35.5] 4399 124 108 4631 0.13505 +]35.5;38.5] 2521 90 95 2706 0.0789128 +]38.5;61.5] 12278 727 578 13583 0.39611 +]61.5;66.5] 1054 62 39 1155 0.0336823 +]66.5;+inf[ 1014 75 18 1107 0.0322825 +Total 32074 1194 1023 34291 +Coverage 0.935347 0.0348196 0.0298329 + +% target value more + workclass +age {Private, Self-emp-not-inc, Local-gov, ...} {Self-emp-inc} {Federal-gov} +]-inf;21.5] 0.00216383 0 0 +]21.5;23.5] 0.015873 0 0 +]23.5;25.5] 0.0473876 0.125 0.0357143 +]25.5;27.5] 0.084507 0.222222 0.111111 +]27.5;30.5] 0.157708 0.428571 0.206349 +]30.5;35.5] 0.224824 0.459677 0.259259 +]35.5;38.5] 0.299484 0.677778 0.410526 +]38.5;61.5] 0.349243 0.632737 0.49827 +]61.5;66.5] 0.242884 0.548387 0.435897 +]66.5;+inf[ 0.163708 0.506667 0.333333 + +Cells 30 +Cell Id age workclass less more Interest Frequency Coverage +C1 ]-inf;21.5] {Private, Self-emp-not-inc, Local-gov, ...} 0.997836 0.00216383 0.333894 3235 0.0943396 +C8 ]38.5;61.5] {Private, Self-emp-not-inc, Local-gov, ...} 0.650757 0.349243 0.15151 12278 0.358053 +C2 ]21.5;23.5] {Private, Self-emp-not-inc, Local-gov, ...} 0.984127 0.015873 0.146867 1764 0.0514421 +C18 ]38.5;61.5] {Self-emp-inc} 0.367263 0.632737 0.101202 727 0.0212009 +C3 ]23.5;25.5] {Private, Self-emp-not-inc, Local-gov, ...} 0.952612 0.0473876 0.0894685 1646 0.0480009 +C4 ]25.5;27.5] {Private, Self-emp-not-inc, Local-gov, ...} 0.915493 0.084507 0.0525196 1633 0.0476218 +C28 ]38.5;61.5] {Federal-gov} 0.50173 0.49827 0.0363317 578 0.0168557 +C5 ]27.5;30.5] {Private, Self-emp-not-inc, Local-gov, ...} 0.842292 0.157708 0.0197783 2530 0.0737803 +C17 ]35.5;38.5] {Self-emp-inc} 0.322222 0.677778 0.0154391 90 0.0026246 +C7 ]35.5;38.5] {Private, Self-emp-not-inc, Local-gov, ...} 0.700516 0.299484 0.00979031 2521 0.0735178 +C10 ]66.5;+inf[ {Private, Self-emp-not-inc, Local-gov, ...} 0.836292 0.163708 0.00673713 1014 0.0295704 +C16 ]30.5;35.5] {Self-emp-inc} 0.540323 0.459677 0.00574259 124 0.00361611 +C19 ]61.5;66.5] {Self-emp-inc} 0.451613 0.548387 0.00544907 62 0.00180805 +C20 ]66.5;+inf[ {Self-emp-inc} 0.493333 0.506667 0.0050079 75 0.00218716 +C21 ]-inf;21.5] {Federal-gov} 1 0 0.00325069 30 0.000874865 +C11 ]-inf;21.5] {Self-emp-inc} 1 0 0.00314233 29 0.000845703 +C22 ]21.5;23.5] {Federal-gov} 1 0 0.00303397 28 0.000816541 +C27 ]35.5;38.5] {Federal-gov} 0.589474 0.410526 0.00272663 95 0.00277041 +C23 ]23.5;25.5] {Federal-gov} 0.964286 0.0357143 0.00177948 28 0.000816541 +C15 ]27.5;30.5] {Self-emp-inc} 0.571429 0.428571 0.00145788 42 0.00122481 +C29 ]61.5;66.5] {Federal-gov} 0.564103 0.435897 0.00145481 39 0.00113732 +C12 ]21.5;23.5] {Self-emp-inc} 1 0 0.00119192 11 0.000320784 +C6 ]30.5;35.5] {Private, Self-emp-not-inc, Local-gov, ...} 0.775176 0.224824 0.000896761 4399 0.128284 +C24 ]25.5;27.5] {Federal-gov} 0.888889 0.111111 0.000752586 36 0.00104984 +C13 ]23.5;25.5] {Self-emp-inc} 0.875 0.125 0.000259325 16 0.000466595 +C30 ]66.5;+inf[ {Federal-gov} 0.666667 0.333333 0.000164685 18 0.000524919 +C25 ]27.5;30.5] {Federal-gov} 0.793651 0.206349 7.31593e-05 63 0.00183722 +C26 ]30.5;35.5] {Federal-gov} 0.740741 0.259259 5.06534e-05 108 0.00314951 +C9 ]61.5;66.5] {Private, Self-emp-not-inc, Local-gov, ...} 0.757116 0.242884 2.3422e-05 1054 0.0307369 +C14 ]25.5;27.5] {Self-emp-inc} 0.777778 0.222222 5.22782e-06 18 0.000524919 + Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R45 +Variables + Type Name + Numerical capital_loss + Categorical occupation + +Variables stats +capital_loss +Interval Frequency Coverage +]-inf;70] 32696 0.953486 +]70;1457] 89 0.00259543 +]1457;1537] 63 0.00183722 +]1537;1568.5] 31 0.000904027 +]1568.5;1789] 374 0.0109067 +]1789;1846] 9 0.00026246 +]1846;1859] 49 0.00142895 +]1859;1881] 42 0.00122481 +]1881;1906.5] 361 0.0105275 +]1906.5;1975.5] 23 0.00067073 +]1975.5;1978.5] 184 0.00536584 +]1978.5;2156] 118 0.00344114 +]2156;2384] 123 0.00358695 +]2384;2580] 98 0.00285789 +]2580;+inf[ 31 0.000904027 +occupation +Group Frequency Coverage Size Value list +{Craft-repair, Sales, Transport-moving, ...} 10924 0.318568 5 Craft-repair Sales Transport-moving Tech-support Armed-Forces * +{Prof-specialty, Protective-serv} 7015 0.204573 2 Prof-specialty Protective-serv +{Adm-clerical, Machine-op-inspct, Farming-fishing} 6988 0.203785 3 Adm-clerical Machine-op-inspct Farming-fishing +{Other-service, Handlers-cleaners, Priv-house-serv} 5074 0.147969 3 Other-service Handlers-cleaners Priv-house-serv +{Exec-managerial} 4290 0.125106 1 Exec-managerial + +Cell frequencies + occupation +capital_loss {Craft-repair, Sales, Transport-moving, ...} {Prof-specialty, Protective-serv} {Adm-clerical, Machine-op-inspct, Farming-fishing} {Other-service, Handlers-cleaners, Priv-house-serv} {Exec-managerial} Total Coverage +]-inf;70] 10391 6628 6749 4946 3982 32696 0.953486 +]70;1457] 27 25 17 3 17 89 0.00259543 +]1457;1537] 22 7 13 7 14 63 0.00183722 +]1537;1568.5] 12 10 1 1 7 31 0.000904027 +]1568.5;1789] 140 67 69 68 30 374 0.0109067 +]1789;1846] 4 3 1 0 1 9 0.00026246 +]1846;1859] 21 10 9 1 8 49 0.00142895 +]1859;1881] 14 15 7 1 5 42 0.00122481 +]1881;1906.5] 131 102 34 9 85 361 0.0105275 +]1906.5;1975.5] 5 5 8 2 3 23 0.00067073 +]1975.5;1978.5] 46 61 8 2 67 184 0.00536584 +]1978.5;2156] 47 17 31 16 7 118 0.00344114 +]2156;2384] 31 27 31 11 23 123 0.00358695 +]2384;2580] 24 31 6 3 34 98 0.00285789 +]2580;+inf[ 9 7 4 4 7 31 0.000904027 +Total 10924 7015 6988 5074 4290 34291 +Coverage 0.318568 0.204573 0.203785 0.147969 0.125106 + +% target value more + occupation +capital_loss {Craft-repair, Sales, Transport-moving, ...} {Prof-specialty, Protective-serv} {Adm-clerical, Machine-op-inspct, Farming-fishing} {Other-service, Handlers-cleaners, Priv-house-serv} {Exec-managerial} +]-inf;70] 0.231065 0.321213 0.121648 0.0428629 0.454043 +]70;1457] 0.037037 0.04 0 0 0 +]1457;1537] 0.363636 0.714286 0.153846 0.428571 0.642857 +]1537;1568.5] 1 1 1 1 1 +]1568.5;1789] 0 0 0 0 0 +]1789;1846] 0.5 0 0 0 1 +]1846;1859] 1 1 1 1 1 +]1859;1881] 0 0 0 0 0 +]1881;1906.5] 0.961832 0.980392 0.941176 0.888889 0.988235 +]1906.5;1975.5] 0.2 0 0 0 0 +]1975.5;1978.5] 1 1 1 1 1 +]1978.5;2156] 0 0 0 0 0 +]2156;2384] 0.258065 0.592593 0.258065 0.181818 0.608696 +]2384;2580] 0.958333 0.903226 1 0.666667 1 +]2580;+inf[ 0.555556 0.428571 0 0.25 0.857143 + +Cells 74 +Cell Id capital_loss occupation less more Interest Frequency Coverage +C46 ]-inf;70] {Other-service, Handlers-cleaners, Priv-house-serv} 0.957137 0.0428629 0.262743 4946 0.144236 +C61 ]-inf;70] {Exec-managerial} 0.545957 0.454043 0.161487 3982 0.116124 +C31 ]-inf;70] {Adm-clerical, Machine-op-inspct, Farming-fishing} 0.878352 0.121648 0.107226 6749 0.196815 +C9 ]1881;1906.5] {Craft-repair, Sales, Transport-moving, ...} 0.0381679 0.961832 0.0588518 131 0.00382024 +C24 ]1881;1906.5] {Prof-specialty, Protective-serv} 0.0196078 0.980392 0.0490761 102 0.00297454 +C16 ]-inf;70] {Prof-specialty, Protective-serv} 0.678787 0.321213 0.0428051 6628 0.193287 +C69 ]1881;1906.5] {Exec-managerial} 0.0117647 0.988235 0.0421927 85 0.00247878 +C71 ]1975.5;1978.5] {Exec-managerial} 0 1 0.0351613 67 0.00195387 +C26 ]1975.5;1978.5] {Prof-specialty, Protective-serv} 0 1 0.0320125 61 0.00177889 +C11 ]1975.5;1978.5] {Craft-repair, Sales, Transport-moving, ...} 0 1 0.0241406 46 0.00134146 +C74 ]2384;2580] {Exec-managerial} 0 1 0.017843 34 0.000991514 +C39 ]1881;1906.5] {Adm-clerical, Machine-op-inspct, Farming-fishing} 0.0588235 0.941176 0.0142089 34 0.000991514 +C5 ]1568.5;1789] {Craft-repair, Sales, Transport-moving, ...} 1 0 0.0139519 140 0.0040827 +C29 ]2384;2580] {Prof-specialty, Protective-serv} 0.0967742 0.903226 0.0113861 31 0.000904027 +C7 ]1846;1859] {Craft-repair, Sales, Transport-moving, ...} 0 1 0.0110207 21 0.000612406 +C14 ]2384;2580] {Craft-repair, Sales, Transport-moving, ...} 0.0416667 0.958333 0.0106486 24 0.000699892 +C35 ]1568.5;1789] {Adm-clerical, Machine-op-inspct, Farming-fishing} 1 0 0.0068763 69 0.00201219 +C50 ]1568.5;1789] {Other-service, Handlers-cleaners, Priv-house-serv} 1 0 0.00677664 68 0.00198303 +C20 ]1568.5;1789] {Prof-specialty, Protective-serv} 1 0 0.00667698 67 0.00195387 +C4 ]1537;1568.5] {Craft-repair, Sales, Transport-moving, ...} 0 1 0.00629754 12 0.000349946 +C19 ]1537;1568.5] {Prof-specialty, Protective-serv} 0 1 0.00524795 10 0.000291622 +C22 ]1846;1859] {Prof-specialty, Protective-serv} 0 1 0.00524795 10 0.000291622 +C37 ]1846;1859] {Adm-clerical, Machine-op-inspct, Farming-fishing} 0 1 0.00472316 9 0.00026246 +C12 ]1978.5;2156] {Craft-repair, Sales, Transport-moving, ...} 1 0 0.00468385 47 0.00137062 +C67 ]1846;1859] {Exec-managerial} 0 1 0.00419836 8 0.000233297 +C41 ]1975.5;1978.5] {Adm-clerical, Machine-op-inspct, Farming-fishing} 0 1 0.00419836 8 0.000233297 +C64 ]1537;1568.5] {Exec-managerial} 0 1 0.00367357 7 0.000204135 +C54 ]1881;1906.5] {Other-service, Handlers-cleaners, Priv-house-serv} 0.111111 0.888889 0.00314901 9 0.00026246 +C44 ]2384;2580] {Adm-clerical, Machine-op-inspct, Farming-fishing} 0 1 0.00314877 6 0.000174973 +C42 ]1978.5;2156] {Adm-clerical, Machine-op-inspct, Farming-fishing} 1 0 0.00308935 31 0.000904027 +C65 ]1568.5;1789] {Exec-managerial} 1 0 0.00298969 30 0.000874865 +C28 ]2156;2384] {Prof-specialty, Protective-serv} 0.407407 0.592593 0.00281396 27 0.000787379 +C73 ]2156;2384] {Exec-managerial} 0.391304 0.608696 0.00260987 23 0.00067073 +C75 ]2580;+inf[ {Exec-managerial} 0.142857 0.857143 0.00219775 7 0.000204135 +C63 ]1457;1537] {Exec-managerial} 0.357143 0.642857 0.00188197 14 0.00040827 +C32 ]70;1457] {Adm-clerical, Machine-op-inspct, Farming-fishing} 1 0 0.00169416 17 0.000495757 +C62 ]70;1457] {Exec-managerial} 1 0 0.00169416 17 0.000495757 +C27 ]1978.5;2156] {Prof-specialty, Protective-serv} 1 0 0.00169416 17 0.000495757 +C57 ]1978.5;2156] {Other-service, Handlers-cleaners, Priv-house-serv} 1 0 0.0015945 16 0.000466595 +C2 ]70;1457] {Craft-repair, Sales, Transport-moving, ...} 0.962963 0.037037 0.00155051 27 0.000787379 +C23 ]1859;1881] {Prof-specialty, Protective-serv} 1 0 0.00149485 15 0.000437433 +C8 ]1859;1881] {Craft-repair, Sales, Transport-moving, ...} 1 0 0.00139519 14 0.00040827 +C17 ]70;1457] {Prof-specialty, Protective-serv} 0.96 0.04 0.00137992 25 0.000729054 +C18 ]1457;1537] {Prof-specialty, Protective-serv} 0.285714 0.714286 0.00129058 7 0.000204135 +C56 ]1975.5;1978.5] {Other-service, Handlers-cleaners, Priv-house-serv} 0 1 0.00104959 2 5.83243e-05 +C40 ]1906.5;1975.5] {Adm-clerical, Machine-op-inspct, Farming-fishing} 1 0 0.000797252 8 0.000233297 +C15 ]2580;+inf[ {Craft-repair, Sales, Transport-moving, ...} 0.444444 0.555556 0.000759842 9 0.00026246 +C38 ]1859;1881] {Adm-clerical, Machine-op-inspct, Farming-fishing} 1 0 0.000697595 7 0.000204135 +C72 ]1978.5;2156] {Exec-managerial} 1 0 0.000697595 7 0.000204135 +C1 ]-inf;70] {Craft-repair, Sales, Transport-moving, ...} 0.768935 0.231065 0.000563083 10391 0.303024 +C34 ]1537;1568.5] {Adm-clerical, Machine-op-inspct, Farming-fishing} 0 1 0.000524795 1 2.91622e-05 +C49 ]1537;1568.5] {Other-service, Handlers-cleaners, Priv-house-serv} 0 1 0.000524795 1 2.91622e-05 +C66 ]1789;1846] {Exec-managerial} 0 1 0.000524795 1 2.91622e-05 +C52 ]1846;1859] {Other-service, Handlers-cleaners, Priv-house-serv} 0 1 0.000524795 1 2.91622e-05 +C68 ]1859;1881] {Exec-managerial} 1 0 0.000498282 5 0.000145811 +C25 ]1906.5;1975.5] {Prof-specialty, Protective-serv} 1 0 0.000498282 5 0.000145811 +C59 ]2384;2580] {Other-service, Handlers-cleaners, Priv-house-serv} 0.333333 0.666667 0.000450382 3 8.74865e-05 +C45 ]2580;+inf[ {Adm-clerical, Machine-op-inspct, Farming-fishing} 1 0 0.000398626 4 0.000116649 +C3 ]1457;1537] {Craft-repair, Sales, Transport-moving, ...} 0.636364 0.363636 0.000315826 22 0.000641568 +C47 ]70;1457] {Other-service, Handlers-cleaners, Priv-house-serv} 1 0 0.000298969 3 8.74865e-05 +C21 ]1789;1846] {Prof-specialty, Protective-serv} 1 0 0.000298969 3 8.74865e-05 +C70 ]1906.5;1975.5] {Exec-managerial} 1 0 0.000298969 3 8.74865e-05 +C6 ]1789;1846] {Craft-repair, Sales, Transport-moving, ...} 0.5 0.5 0.000234177 4 0.000116649 +C48 ]1457;1537] {Other-service, Handlers-cleaners, Priv-house-serv} 0.571429 0.428571 0.000223472 7 0.000204135 +C30 ]2580;+inf[ {Prof-specialty, Protective-serv} 0.571429 0.428571 0.000223472 7 0.000204135 +C55 ]1906.5;1975.5] {Other-service, Handlers-cleaners, Priv-house-serv} 1 0 0.000199313 2 5.83243e-05 +C33 ]1457;1537] {Adm-clerical, Machine-op-inspct, Farming-fishing} 0.846154 0.153846 0.000103175 13 0.000379108 +C36 ]1789;1846] {Adm-clerical, Machine-op-inspct, Farming-fishing} 1 0 9.96565e-05 1 2.91622e-05 +C53 ]1859;1881] {Other-service, Handlers-cleaners, Priv-house-serv} 1 0 9.96565e-05 1 2.91622e-05 +C58 ]2156;2384] {Other-service, Handlers-cleaners, Priv-house-serv} 0.818182 0.181818 3.7691e-05 11 0.000320784 +C13 ]2156;2384] {Craft-repair, Sales, Transport-moving, ...} 0.741935 0.258065 1.18987e-05 31 0.000904027 +C43 ]2156;2384] {Adm-clerical, Machine-op-inspct, Farming-fishing} 0.741935 0.258065 1.18987e-05 31 0.000904027 +C10 ]1906.5;1975.5] {Craft-repair, Sales, Transport-moving, ...} 0.8 0.2 7.72169e-06 5 0.000145811 +C60 ]2580;+inf[ {Other-service, Handlers-cleaners, Priv-house-serv} 0.75 0.25 5.39251e-07 4 0.000116649 + Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R46 +Variables + Type Name + Numerical capital_loss + Categorical marital_status + +Variables stats +capital_loss +Interval Frequency Coverage +]-inf;1537] 32848 0.957919 +]1537;1568.5] 31 0.000904027 +]1568.5;1789] 374 0.0109067 +]1789;2001.5] 719 0.0209676 +]2001.5;2156] 67 0.00195387 +]2156;2384] 123 0.00358695 +]2384;2429] 57 0.00166224 +]2429;2910] 56 0.00163308 +]2910;+inf[ 16 0.000466595 +marital_status +Group Frequency Coverage Size Value list +{Married-civ-spouse, Married-AF-spouse} 15636 0.45598 2 Married-civ-spouse Married-AF-spouse * +{Never-married, Separated} 12475 0.363798 2 Never-married Separated +{Divorced, Widowed, Married-spouse-absent} 6180 0.180222 3 Divorced Widowed Married-spouse-absent + +Cell frequencies + marital_status +capital_loss {Married-civ-spouse, Married-AF-spouse} {Never-married, Separated} {Divorced, Widowed, Married-spouse-absent} Total Coverage +]-inf;1537] 14717 12148 5983 32848 0.957919 +]1537;1568.5] 0 21 10 31 0.000904027 +]1568.5;1789] 133 162 79 374 0.0109067 +]1789;2001.5] 600 78 41 719 0.0209676 +]2001.5;2156] 66 0 1 67 0.00195387 +]2156;2384] 54 38 31 123 0.00358695 +]2384;2429] 57 0 0 57 0.00166224 +]2429;2910] 9 23 24 56 0.00163308 +]2910;+inf[ 0 5 11 16 0.000466595 +Total 15636 12475 6180 34291 +Coverage 0.45598 0.363798 0.180222 + +% target value more + marital_status +capital_loss {Married-civ-spouse, Married-AF-spouse} {Never-married, Separated} {Divorced, Widowed, Married-spouse-absent} +]-inf;1537] 0.429164 0.04297 0.0939328 +]1537;1568.5] 0 1 1 +]1568.5;1789] 0 0 0 +]1789;2001.5] 0.976667 0 0.0243902 +]2001.5;2156] 0 0 0 +]2156;2384] 0.5 0.289474 0.322581 +]2384;2429] 1 0 0 +]2429;2910] 0 1 0.916667 +]2910;+inf[ 0 0.4 0.363636 + +Cells 22 +Cell Id capital_loss marital_status less more Interest Frequency Coverage +C10 ]-inf;1537] {Never-married, Separated} 0.95703 0.04297 0.383289 12148 0.354262 +C1 ]-inf;1537] {Married-civ-spouse, Married-AF-spouse} 0.570836 0.429164 0.281115 14717 0.42918 +C4 ]1789;2001.5] {Married-civ-spouse, Married-AF-spouse} 0.0233333 0.976667 0.169283 600 0.0174973 +C19 ]-inf;1537] {Divorced, Widowed, Married-spouse-absent} 0.906067 0.0939328 0.090997 5983 0.174477 +C7 ]2384;2429] {Married-civ-spouse, Married-AF-spouse} 0 1 0.0177923 57 0.00166224 +C12 ]1568.5;1789] {Never-married, Separated} 1 0 0.00960258 162 0.00472427 +C3 ]1568.5;1789] {Married-civ-spouse, Married-AF-spouse} 1 0 0.0078836 133 0.00387857 +C17 ]2429;2910] {Never-married, Separated} 0 1 0.00717935 23 0.00067073 +C11 ]1537;1568.5] {Never-married, Separated} 0 1 0.00655506 21 0.000612406 +C26 ]2429;2910] {Divorced, Widowed, Married-spouse-absent} 0.0833333 0.916667 0.00548719 24 0.000699892 +C21 ]1568.5;1789] {Divorced, Widowed, Married-spouse-absent} 1 0 0.00468274 79 0.00230381 +C13 ]1789;2001.5] {Never-married, Separated} 1 0 0.00462347 78 0.00227465 +C5 ]2001.5;2156] {Married-civ-spouse, Married-AF-spouse} 1 0 0.00391216 66 0.0019247 +C20 ]1537;1568.5] {Divorced, Widowed, Married-spouse-absent} 0 1 0.00312146 10 0.000291622 +C6 ]2156;2384] {Married-civ-spouse, Married-AF-spouse} 0.5 0.5 0.00188038 54 0.00157476 +C22 ]1789;2001.5] {Divorced, Widowed, Married-spouse-absent} 0.97561 0.0243902 0.00165975 41 0.00119565 +C8 ]2429;2910] {Married-civ-spouse, Married-AF-spouse} 1 0 0.000533477 9 0.00026246 +C24 ]2156;2384] {Divorced, Widowed, Married-spouse-absent} 0.677419 0.322581 0.000122925 31 0.000904027 +C27 ]2910;+inf[ {Divorced, Widowed, Married-spouse-absent} 0.636364 0.363636 9.3926e-05 11 0.000320784 +C18 ]2910;+inf[ {Never-married, Separated} 0.6 0.4 6.959e-05 5 0.000145811 +C23 ]2001.5;2156] {Divorced, Widowed, Married-spouse-absent} 1 0 5.92752e-05 1 2.91622e-05 +C15 ]2156;2384] {Never-married, Separated} 0.710526 0.289474 5.68911e-05 38 0.00110816 + Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R47 +Variables + Type Name + Numerical capital_loss + Categorical education + +Variables stats +capital_loss +Interval Frequency Coverage +]-inf;70] 32696 0.953486 +]70;1457] 89 0.00259543 +]1457;1494] 46 0.00134146 +]1494;1537] 17 0.000495757 +]1537;1568.5] 31 0.000904027 +]1568.5;1789] 374 0.0109067 +]1789;1846] 9 0.00026246 +]1846;1859] 49 0.00142895 +]1859;1881] 42 0.00122481 +]1881;1906.5] 361 0.0105275 +]1906.5;1975.5] 23 0.00067073 +]1975.5;1978.5] 184 0.00536584 +]1978.5;2156] 118 0.00344114 +]2156;2384] 123 0.00358695 +]2384;2580] 98 0.00285789 +]2580;+inf[ 31 0.000904027 +education +Group Frequency Coverage Size Value list +{HS-grad, Some-college} 18747 0.546703 2 HS-grad Some-college +{Bachelors} 5645 0.16462 1 Bachelors +{11th, 10th, 7th-8th, ...} 4482 0.130705 8 11th 10th 7th-8th 9th 12th 5th-6th 1st-4th Preschool * +{Assoc-voc, Assoc-acdm} 2586 0.0754134 2 Assoc-voc Assoc-acdm +{Masters} 1842 0.0537167 1 Masters +{Prof-school, Doctorate} 989 0.0288414 2 Prof-school Doctorate + +Cell frequencies + education +capital_loss {HS-grad, Some-college} {Bachelors} {11th, 10th, 7th-8th, ...} {Assoc-voc, Assoc-acdm} {Masters} {Prof-school, Doctorate} Total Coverage +]-inf;70] 18020 5266 4354 2477 1696 883 32696 0.953486 +]70;1457] 36 25 10 8 5 5 89 0.00259543 +]1457;1494] 27 8 1 5 3 2 46 0.00134146 +]1494;1537] 12 3 0 1 1 0 17 0.000495757 +]1537;1568.5] 7 14 1 2 4 3 31 0.000904027 +]1568.5;1789] 225 53 55 25 10 6 374 0.0109067 +]1789;1846] 7 1 0 1 0 0 9 0.00026246 +]1846;1859] 25 12 2 4 6 0 49 0.00142895 +]1859;1881] 19 12 3 0 8 0 42 0.00122481 +]1881;1906.5] 143 110 13 27 39 29 361 0.0105275 +]1906.5;1975.5] 14 5 0 2 2 0 23 0.00067073 +]1975.5;1978.5] 34 70 3 10 40 27 184 0.00536584 +]1978.5;2156] 73 11 20 11 1 2 118 0.00344114 +]2156;2384] 69 24 11 5 8 6 123 0.00358695 +]2384;2580] 24 26 3 5 17 23 98 0.00285789 +]2580;+inf[ 12 5 6 3 2 3 31 0.000904027 +Total 18747 5645 4482 2586 1842 989 34291 +Coverage 0.546703 0.16462 0.130705 0.0754134 0.0537167 0.0288414 + +% target value more + education +capital_loss {HS-grad, Some-college} {Bachelors} {11th, 10th, 7th-8th, ...} {Assoc-voc, Assoc-acdm} {Masters} {Prof-school, Doctorate} +]-inf;70] 0.161987 0.394987 0.0537437 0.248688 0.523585 0.718007 +]70;1457] 0.0277778 0.04 0 0 0 0 +]1457;1494] 0.592593 0.625 0 0.6 0.333333 1 +]1494;1537] 0 0 0 0 0 0 +]1537;1568.5] 1 1 1 1 1 1 +]1568.5;1789] 0 0 0 0 0 0 +]1789;1846] 0.142857 1 0 1 0 0 +]1846;1859] 1 1 1 1 1 0 +]1859;1881] 0 0 0 0 0 0 +]1881;1906.5] 0.972028 0.990909 0.769231 0.925926 0.974359 1 +]1906.5;1975.5] 0 0.2 0 0 0 0 +]1975.5;1978.5] 1 1 1 1 1 1 +]1978.5;2156] 0 0 0 0 0 0 +]2156;2384] 0.347826 0.583333 0.0909091 0 0.625 0.666667 +]2384;2580] 0.875 1 1 0.8 0.941176 1 +]2580;+inf[ 0.25 0.8 0.166667 0.666667 1 1 + +Cells 86 +Cell Id capital_loss education less more Interest Frequency Coverage +C33 ]-inf;70] {11th, 10th, 7th-8th, ...} 0.946256 0.0537437 0.174388 4354 0.126972 +C81 ]-inf;70] {Prof-school, Doctorate} 0.281993 0.718007 0.144343 883 0.0257502 +C65 ]-inf;70] {Masters} 0.476415 0.523585 0.102151 1696 0.049459 +C17 ]-inf;70] {Bachelors} 0.605013 0.394987 0.101304 5266 0.153568 +C1 ]-inf;70] {HS-grad, Some-college} 0.838013 0.161987 0.100863 18020 0.525502 +C10 ]1881;1906.5] {HS-grad, Some-college} 0.027972 0.972028 0.0582112 143 0.00417019 +C26 ]1881;1906.5] {Bachelors} 0.00909091 0.990909 0.0482148 110 0.00320784 +C28 ]1975.5;1978.5] {Bachelors} 0 1 0.0320767 70 0.00204135 +C6 ]1568.5;1789] {HS-grad, Some-college} 1 0 0.019579 225 0.00656149 +C76 ]1975.5;1978.5] {Masters} 0 1 0.0183295 40 0.00116649 +C74 ]1881;1906.5] {Masters} 0.025641 0.974359 0.0160139 39 0.00113732 +C12 ]1975.5;1978.5] {HS-grad, Some-college} 0 1 0.0155801 34 0.000991514 +C90 ]1881;1906.5] {Prof-school, Doctorate} 0 1 0.0132889 29 0.000845703 +C92 ]1975.5;1978.5] {Prof-school, Doctorate} 0 1 0.0123724 27 0.000787379 +C31 ]2384;2580] {Bachelors} 0 1 0.0119142 26 0.000758216 +C8 ]1846;1859] {HS-grad, Some-college} 0 1 0.011456 25 0.000729054 +C95 ]2384;2580] {Prof-school, Doctorate} 0 1 0.0105395 23 0.00067073 +C58 ]1881;1906.5] {Assoc-voc, Assoc-acdm} 0.0740741 0.925926 0.00935166 27 0.000787379 +C15 ]2384;2580] {HS-grad, Some-college} 0.125 0.875 0.00699436 24 0.000699892 +C21 ]1537;1568.5] {Bachelors} 0 1 0.00641534 14 0.00040827 +C13 ]1978.5;2156] {HS-grad, Some-college} 1 0 0.00635229 73 0.00212884 +C79 ]2384;2580] {Masters} 0.0588235 0.941176 0.00620345 17 0.000495757 +C24 ]1846;1859] {Bachelors} 0 1 0.00549886 12 0.000349946 +C38 ]1568.5;1789] {11th, 10th, 7th-8th, ...} 1 0 0.00478597 55 0.00160392 +C22 ]1568.5;1789] {Bachelors} 1 0 0.00461194 53 0.0015456 +C60 ]1975.5;1978.5] {Assoc-voc, Assoc-acdm} 0 1 0.00458239 10 0.000291622 +C5 ]1537;1568.5] {HS-grad, Some-college} 0 1 0.00320767 7 0.000204135 +C72 ]1846;1859] {Masters} 0 1 0.00274943 6 0.000174973 +C42 ]1881;1906.5] {11th, 10th, 7th-8th, ...} 0.230769 0.769231 0.00259921 13 0.000379108 +C3 ]1457;1494] {HS-grad, Some-college} 0.407407 0.592593 0.00245708 27 0.000787379 +C54 ]1568.5;1789] {Assoc-voc, Assoc-acdm} 1 0 0.00217544 25 0.000729054 +C30 ]2156;2384] {Bachelors} 0.416667 0.583333 0.00207633 24 0.000699892 +C2 ]70;1457] {HS-grad, Some-college} 0.972222 0.0277778 0.00204358 36 0.00104984 +C69 ]1537;1568.5] {Masters} 0 1 0.00183295 4 0.000116649 +C56 ]1846;1859] {Assoc-voc, Assoc-acdm} 0 1 0.00183295 4 0.000116649 +C45 ]1978.5;2156] {11th, 10th, 7th-8th, ...} 1 0 0.00174035 20 0.000583243 +C9 ]1859;1881] {HS-grad, Some-college} 1 0 0.00165334 19 0.000554081 +C85 ]1537;1568.5] {Prof-school, Doctorate} 0 1 0.00137472 3 8.74865e-05 +C44 ]1975.5;1978.5] {11th, 10th, 7th-8th, ...} 0 1 0.00137472 3 8.74865e-05 +C47 ]2384;2580] {11th, 10th, 7th-8th, ...} 0 1 0.00137472 3 8.74865e-05 +C96 ]2580;+inf[ {Prof-school, Doctorate} 0 1 0.00137472 3 8.74865e-05 +C11 ]1906.5;1975.5] {HS-grad, Some-college} 1 0 0.00121825 14 0.00040827 +C18 ]70;1457] {Bachelors} 0.96 0.04 0.00120492 25 0.000729054 +C63 ]2384;2580] {Assoc-voc, Assoc-acdm} 0.2 0.8 0.00112041 5 0.000145811 +C32 ]2580;+inf[ {Bachelors} 0.2 0.8 0.00112041 5 0.000145811 +C4 ]1494;1537] {HS-grad, Some-college} 1 0 0.00104421 12 0.000349946 +C25 ]1859;1881] {Bachelors} 1 0 0.00104421 12 0.000349946 +C29 ]1978.5;2156] {Bachelors} 1 0 0.000957194 11 0.000320784 +C61 ]1978.5;2156] {Assoc-voc, Assoc-acdm} 1 0 0.000957194 11 0.000320784 +C83 ]1457;1494] {Prof-school, Doctorate} 0 1 0.000916477 2 5.83243e-05 +C53 ]1537;1568.5] {Assoc-voc, Assoc-acdm} 0 1 0.000916477 2 5.83243e-05 +C40 ]1846;1859] {11th, 10th, 7th-8th, ...} 0 1 0.000916477 2 5.83243e-05 +C80 ]2580;+inf[ {Masters} 0 1 0.000916477 2 5.83243e-05 +C34 ]70;1457] {11th, 10th, 7th-8th, ...} 1 0 0.000870177 10 0.000291622 +C70 ]1568.5;1789] {Masters} 1 0 0.000870177 10 0.000291622 +C19 ]1457;1494] {Bachelors} 0.375 0.625 0.000860922 8 0.000233297 +C78 ]2156;2384] {Masters} 0.375 0.625 0.000860922 8 0.000233297 +C94 ]2156;2384] {Prof-school, Doctorate} 0.333333 0.666667 0.000786526 6 0.000174973 +C50 ]70;1457] {Assoc-voc, Assoc-acdm} 1 0 0.000696141 8 0.000233297 +C73 ]1859;1881] {Masters} 1 0 0.000696141 8 0.000233297 +C14 ]2156;2384] {HS-grad, Some-college} 0.652174 0.347826 0.000667033 69 0.00201219 +C86 ]1568.5;1789] {Prof-school, Doctorate} 1 0 0.000522106 6 0.000174973 +C51 ]1457;1494] {Assoc-voc, Assoc-acdm} 0.4 0.6 0.000473381 5 0.000145811 +C37 ]1537;1568.5] {11th, 10th, 7th-8th, ...} 0 1 0.000458239 1 2.91622e-05 +C23 ]1789;1846] {Bachelors} 0 1 0.000458239 1 2.91622e-05 +C55 ]1789;1846] {Assoc-voc, Assoc-acdm} 0 1 0.000458239 1 2.91622e-05 +C66 ]70;1457] {Masters} 1 0 0.000435088 5 0.000145811 +C82 ]70;1457] {Prof-school, Doctorate} 1 0 0.000435088 5 0.000145811 +C62 ]2156;2384] {Assoc-voc, Assoc-acdm} 1 0 0.000435088 5 0.000145811 +C64 ]2580;+inf[ {Assoc-voc, Assoc-acdm} 0.333333 0.666667 0.000393263 3 8.74865e-05 +C20 ]1494;1537] {Bachelors} 1 0 0.000261053 3 8.74865e-05 +C41 ]1859;1881] {11th, 10th, 7th-8th, ...} 1 0 0.000261053 3 8.74865e-05 +C46 ]2156;2384] {11th, 10th, 7th-8th, ...} 0.909091 0.0909091 0.000257539 11 0.000320784 +C49 ]-inf;70] {Assoc-voc, Assoc-acdm} 0.751312 0.248688 0.000229771 2477 0.0722347 +C59 ]1906.5;1975.5] {Assoc-voc, Assoc-acdm} 1 0 0.000174035 2 5.83243e-05 +C75 ]1906.5;1975.5] {Masters} 1 0 0.000174035 2 5.83243e-05 +C93 ]1978.5;2156] {Prof-school, Doctorate} 1 0 0.000174035 2 5.83243e-05 +C35 ]1457;1494] {11th, 10th, 7th-8th, ...} 1 0 8.70177e-05 1 2.91622e-05 +C52 ]1494;1537] {Assoc-voc, Assoc-acdm} 1 0 8.70177e-05 1 2.91622e-05 +C68 ]1494;1537] {Masters} 1 0 8.70177e-05 1 2.91622e-05 +C77 ]1978.5;2156] {Masters} 1 0 8.70177e-05 1 2.91622e-05 +C7 ]1789;1846] {HS-grad, Some-college} 0.857143 0.142857 6.29198e-05 7 0.000204135 +C48 ]2580;+inf[ {11th, 10th, 7th-8th, ...} 0.833333 0.166667 2.94131e-05 6 0.000174973 +C67 ]1457;1494] {Masters} 0.666667 0.333333 2.20423e-05 3 8.74865e-05 +C27 ]1906.5;1975.5] {Bachelors} 0.8 0.2 6.7424e-06 5 0.000145811 +C16 ]2580;+inf[ {HS-grad, Some-college} 0.75 0.25 1.41258e-06 12 0.000349946 + Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R48 +Variables + Type Name + Numerical capital_loss + Categorical relationship + +Variables stats +capital_loss +Interval Frequency Coverage +]-inf;1537] 32848 0.957919 +]1537;1568.5] 31 0.000904027 +]1568.5;1789] 374 0.0109067 +]1789;2001.5] 719 0.0209676 +]2001.5;2156] 67 0.00195387 +]2156;2384] 123 0.00358695 +]2384;2429] 57 0.00166224 +]2429;2910] 56 0.00163308 +]2910;+inf[ 16 0.000466595 +relationship +Group Frequency Coverage Size Value list +{Husband, Wife} 15382 0.448573 2 Husband Wife +{Not-in-family} 8868 0.25861 1 Not-in-family +{Own-child, Other-relative} 6420 0.187221 2 Own-child Other-relative * +{Unmarried} 3621 0.105596 1 Unmarried + +Cell frequencies + relationship +capital_loss {Husband, Wife} {Not-in-family} {Own-child, Other-relative} {Unmarried} Total Coverage +]-inf;1537] 14467 8554 6277 3550 32848 0.957919 +]1537;1568.5] 0 27 4 0 31 0.000904027 +]1568.5;1789] 133 118 96 27 374 0.0109067 +]1789;2001.5] 599 89 21 10 719 0.0209676 +]2001.5;2156] 64 0 2 1 67 0.00195387 +]2156;2384] 53 42 16 12 123 0.00358695 +]2384;2429] 57 0 0 0 57 0.00166224 +]2429;2910] 9 34 2 11 56 0.00163308 +]2910;+inf[ 0 4 2 10 16 0.000466595 +Total 15382 8868 6420 3621 34291 +Coverage 0.448573 0.25861 0.187221 0.105596 + +% target value more + relationship +capital_loss {Husband, Wife} {Not-in-family} {Own-child, Other-relative} {Unmarried} +]-inf;1537] 0.434161 0.0946925 0.0159312 0.0588732 +]1537;1568.5] 0 1 1 0 +]1568.5;1789] 0 0 0 0 +]1789;2001.5] 0.976628 0.011236 0.047619 0 +]2001.5;2156] 0 0 0 0 +]2156;2384] 0.490566 0.357143 0.25 0.25 +]2384;2429] 1 0 0 0 +]2429;2910] 0 0.970588 1 0.909091 +]2910;+inf[ 0 0 0.5 0.5 + +Cells 29 +Cell Id capital_loss relationship less more Interest Frequency Coverage +C1 ]-inf;1537] {Husband, Wife} 0.565839 0.434161 0.279503 14467 0.421889 +C19 ]-inf;1537] {Own-child, Other-relative} 0.984069 0.0159312 0.275037 6277 0.183051 +C4 ]1789;2001.5] {Husband, Wife} 0.0233723 0.976628 0.162697 599 0.0174681 +C10 ]-inf;1537] {Not-in-family} 0.905307 0.0946925 0.123766 8554 0.249453 +C28 ]-inf;1537] {Unmarried} 0.941127 0.0588732 0.0869291 3550 0.103526 +C7 ]2384;2429] {Husband, Wife} 0 1 0.0171311 57 0.00166224 +C17 ]2429;2910] {Not-in-family} 0.0294118 0.970588 0.0090295 34 0.000991514 +C11 ]1537;1568.5] {Not-in-family} 0 1 0.00811475 27 0.000787379 +C3 ]1568.5;1789] {Husband, Wife} 1 0 0.00759064 133 0.00387857 +C12 ]1568.5;1789] {Not-in-family} 1 0 0.00673456 118 0.00344114 +C21 ]1568.5;1789] {Own-child, Other-relative} 1 0 0.00547896 96 0.00279957 +C13 ]1789;2001.5] {Not-in-family} 0.988764 0.011236 0.00417371 89 0.00259543 +C5 ]2001.5;2156] {Husband, Wife} 1 0 0.00365264 64 0.00186638 +C35 ]2429;2910] {Unmarried} 0.0909091 0.909091 0.00236018 11 0.000320784 +C6 ]2156;2384] {Husband, Wife} 0.509434 0.490566 0.00165722 53 0.0015456 +C30 ]1568.5;1789] {Unmarried} 1 0 0.00154096 27 0.000787379 +C20 ]1537;1568.5] {Own-child, Other-relative} 0 1 0.00120218 4 0.000116649 +C26 ]2429;2910] {Own-child, Other-relative} 0 1 0.000601092 2 5.83243e-05 +C22 ]1789;2001.5] {Own-child, Other-relative} 0.952381 0.047619 0.000599348 21 0.000612406 +C31 ]1789;2001.5] {Unmarried} 1 0 0.000570725 10 0.000291622 +C8 ]2429;2910] {Husband, Wife} 1 0 0.000513653 9 0.00026246 +C36 ]2910;+inf[ {Unmarried} 0.5 0.5 0.000335278 10 0.000291622 +C15 ]2156;2384] {Not-in-family} 0.642857 0.357143 0.000311691 42 0.00122481 +C18 ]2910;+inf[ {Not-in-family} 1 0 0.00022829 4 0.000116649 +C23 ]2001.5;2156] {Own-child, Other-relative} 1 0 0.000114145 2 5.83243e-05 +C27 ]2910;+inf[ {Own-child, Other-relative} 0.5 0.5 6.70556e-05 2 5.83243e-05 +C32 ]2001.5;2156] {Unmarried} 1 0 5.70725e-05 1 2.91622e-05 +C24 ]2156;2384] {Own-child, Other-relative} 0.75 0.25 1.2353e-06 16 0.000466595 +C33 ]2156;2384] {Unmarried} 0.75 0.25 9.26475e-07 12 0.000349946 + Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R49 +Variables + Type Name + Numerical capital_loss + Numerical education_num + +Variables stats +capital_loss +Interval Frequency Coverage +]-inf;70] 32696 0.953486 +]70;1457] 89 0.00259543 +]1457;1494] 46 0.00134146 +]1494;1537] 17 0.000495757 +]1537;1568.5] 31 0.000904027 +]1568.5;1789] 374 0.0109067 +]1789;1846] 9 0.00026246 +]1846;1859] 49 0.00142895 +]1859;1881] 42 0.00122481 +]1881;1906.5] 361 0.0105275 +]1906.5;1975.5] 23 0.00067073 +]1975.5;1978.5] 184 0.00536584 +]1978.5;2156] 118 0.00344114 +]2156;2384] 123 0.00358695 +]2384;2580] 98 0.00285789 +]2580;+inf[ 31 0.000904027 +education_num +Interval Frequency Coverage +]-inf;8.5] 4482 0.130705 +]8.5;10.5] 18747 0.546703 +]10.5;12.5] 2586 0.0754134 +]12.5;13.5] 5645 0.16462 +]13.5;14.5] 1842 0.0537167 +]14.5;+inf[ 989 0.0288414 + +Cell frequencies + education_num +capital_loss ]-inf;8.5] ]8.5;10.5] ]10.5;12.5] ]12.5;13.5] ]13.5;14.5] ]14.5;+inf[ Total Coverage +]-inf;70] 4354 18020 2477 5266 1696 883 32696 0.953486 +]70;1457] 10 36 8 25 5 5 89 0.00259543 +]1457;1494] 1 27 5 8 3 2 46 0.00134146 +]1494;1537] 0 12 1 3 1 0 17 0.000495757 +]1537;1568.5] 1 7 2 14 4 3 31 0.000904027 +]1568.5;1789] 55 225 25 53 10 6 374 0.0109067 +]1789;1846] 0 7 1 1 0 0 9 0.00026246 +]1846;1859] 2 25 4 12 6 0 49 0.00142895 +]1859;1881] 3 19 0 12 8 0 42 0.00122481 +]1881;1906.5] 13 143 27 110 39 29 361 0.0105275 +]1906.5;1975.5] 0 14 2 5 2 0 23 0.00067073 +]1975.5;1978.5] 3 34 10 70 40 27 184 0.00536584 +]1978.5;2156] 20 73 11 11 1 2 118 0.00344114 +]2156;2384] 11 69 5 24 8 6 123 0.00358695 +]2384;2580] 3 24 5 26 17 23 98 0.00285789 +]2580;+inf[ 6 12 3 5 2 3 31 0.000904027 +Total 4482 18747 2586 5645 1842 989 34291 +Coverage 0.130705 0.546703 0.0754134 0.16462 0.0537167 0.0288414 + +% target value more + education_num +capital_loss ]-inf;8.5] ]8.5;10.5] ]10.5;12.5] ]12.5;13.5] ]13.5;14.5] ]14.5;+inf[ +]-inf;70] 0.0537437 0.161987 0.248688 0.394987 0.523585 0.718007 +]70;1457] 0 0.0277778 0 0.04 0 0 +]1457;1494] 0 0.592593 0.6 0.625 0.333333 1 +]1494;1537] 0 0 0 0 0 0 +]1537;1568.5] 1 1 1 1 1 1 +]1568.5;1789] 0 0 0 0 0 0 +]1789;1846] 0 0.142857 1 1 0 0 +]1846;1859] 1 1 1 1 1 0 +]1859;1881] 0 0 0 0 0 0 +]1881;1906.5] 0.769231 0.972028 0.925926 0.990909 0.974359 1 +]1906.5;1975.5] 0 0 0 0.2 0 0 +]1975.5;1978.5] 1 1 1 1 1 1 +]1978.5;2156] 0 0 0 0 0 0 +]2156;2384] 0.0909091 0.347826 0 0.583333 0.625 0.666667 +]2384;2580] 1 0.875 0.8 1 0.941176 1 +]2580;+inf[ 0.166667 0.25 0.666667 0.8 1 1 + +Cells 86 +Cell Id capital_loss education_num less more Interest Frequency Coverage +C1 ]-inf;70] ]-inf;8.5] 0.946256 0.0537437 0.174388 4354 0.126972 +C81 ]-inf;70] ]14.5;+inf[ 0.281993 0.718007 0.144343 883 0.0257502 +C65 ]-inf;70] ]13.5;14.5] 0.476415 0.523585 0.102151 1696 0.049459 +C49 ]-inf;70] ]12.5;13.5] 0.605013 0.394987 0.101304 5266 0.153568 +C17 ]-inf;70] ]8.5;10.5] 0.838013 0.161987 0.100863 18020 0.525502 +C26 ]1881;1906.5] ]8.5;10.5] 0.027972 0.972028 0.0582112 143 0.00417019 +C58 ]1881;1906.5] ]12.5;13.5] 0.00909091 0.990909 0.0482148 110 0.00320784 +C60 ]1975.5;1978.5] ]12.5;13.5] 0 1 0.0320767 70 0.00204135 +C22 ]1568.5;1789] ]8.5;10.5] 1 0 0.019579 225 0.00656149 +C76 ]1975.5;1978.5] ]13.5;14.5] 0 1 0.0183295 40 0.00116649 +C74 ]1881;1906.5] ]13.5;14.5] 0.025641 0.974359 0.0160139 39 0.00113732 +C28 ]1975.5;1978.5] ]8.5;10.5] 0 1 0.0155801 34 0.000991514 +C90 ]1881;1906.5] ]14.5;+inf[ 0 1 0.0132889 29 0.000845703 +C92 ]1975.5;1978.5] ]14.5;+inf[ 0 1 0.0123724 27 0.000787379 +C63 ]2384;2580] ]12.5;13.5] 0 1 0.0119142 26 0.000758216 +C24 ]1846;1859] ]8.5;10.5] 0 1 0.011456 25 0.000729054 +C95 ]2384;2580] ]14.5;+inf[ 0 1 0.0105395 23 0.00067073 +C42 ]1881;1906.5] ]10.5;12.5] 0.0740741 0.925926 0.00935166 27 0.000787379 +C31 ]2384;2580] ]8.5;10.5] 0.125 0.875 0.00699436 24 0.000699892 +C53 ]1537;1568.5] ]12.5;13.5] 0 1 0.00641534 14 0.00040827 +C29 ]1978.5;2156] ]8.5;10.5] 1 0 0.00635229 73 0.00212884 +C79 ]2384;2580] ]13.5;14.5] 0.0588235 0.941176 0.00620345 17 0.000495757 +C56 ]1846;1859] ]12.5;13.5] 0 1 0.00549886 12 0.000349946 +C6 ]1568.5;1789] ]-inf;8.5] 1 0 0.00478597 55 0.00160392 +C54 ]1568.5;1789] ]12.5;13.5] 1 0 0.00461194 53 0.0015456 +C44 ]1975.5;1978.5] ]10.5;12.5] 0 1 0.00458239 10 0.000291622 +C21 ]1537;1568.5] ]8.5;10.5] 0 1 0.00320767 7 0.000204135 +C72 ]1846;1859] ]13.5;14.5] 0 1 0.00274943 6 0.000174973 +C10 ]1881;1906.5] ]-inf;8.5] 0.230769 0.769231 0.00259921 13 0.000379108 +C19 ]1457;1494] ]8.5;10.5] 0.407407 0.592593 0.00245708 27 0.000787379 +C38 ]1568.5;1789] ]10.5;12.5] 1 0 0.00217544 25 0.000729054 +C62 ]2156;2384] ]12.5;13.5] 0.416667 0.583333 0.00207633 24 0.000699892 +C18 ]70;1457] ]8.5;10.5] 0.972222 0.0277778 0.00204358 36 0.00104984 +C69 ]1537;1568.5] ]13.5;14.5] 0 1 0.00183295 4 0.000116649 +C40 ]1846;1859] ]10.5;12.5] 0 1 0.00183295 4 0.000116649 +C13 ]1978.5;2156] ]-inf;8.5] 1 0 0.00174035 20 0.000583243 +C25 ]1859;1881] ]8.5;10.5] 1 0 0.00165334 19 0.000554081 +C85 ]1537;1568.5] ]14.5;+inf[ 0 1 0.00137472 3 8.74865e-05 +C12 ]1975.5;1978.5] ]-inf;8.5] 0 1 0.00137472 3 8.74865e-05 +C15 ]2384;2580] ]-inf;8.5] 0 1 0.00137472 3 8.74865e-05 +C96 ]2580;+inf[ ]14.5;+inf[ 0 1 0.00137472 3 8.74865e-05 +C27 ]1906.5;1975.5] ]8.5;10.5] 1 0 0.00121825 14 0.00040827 +C50 ]70;1457] ]12.5;13.5] 0.96 0.04 0.00120492 25 0.000729054 +C47 ]2384;2580] ]10.5;12.5] 0.2 0.8 0.00112041 5 0.000145811 +C64 ]2580;+inf[ ]12.5;13.5] 0.2 0.8 0.00112041 5 0.000145811 +C20 ]1494;1537] ]8.5;10.5] 1 0 0.00104421 12 0.000349946 +C57 ]1859;1881] ]12.5;13.5] 1 0 0.00104421 12 0.000349946 +C45 ]1978.5;2156] ]10.5;12.5] 1 0 0.000957194 11 0.000320784 +C61 ]1978.5;2156] ]12.5;13.5] 1 0 0.000957194 11 0.000320784 +C83 ]1457;1494] ]14.5;+inf[ 0 1 0.000916477 2 5.83243e-05 +C37 ]1537;1568.5] ]10.5;12.5] 0 1 0.000916477 2 5.83243e-05 +C8 ]1846;1859] ]-inf;8.5] 0 1 0.000916477 2 5.83243e-05 +C80 ]2580;+inf[ ]13.5;14.5] 0 1 0.000916477 2 5.83243e-05 +C2 ]70;1457] ]-inf;8.5] 1 0 0.000870177 10 0.000291622 +C70 ]1568.5;1789] ]13.5;14.5] 1 0 0.000870177 10 0.000291622 +C51 ]1457;1494] ]12.5;13.5] 0.375 0.625 0.000860922 8 0.000233297 +C78 ]2156;2384] ]13.5;14.5] 0.375 0.625 0.000860922 8 0.000233297 +C94 ]2156;2384] ]14.5;+inf[ 0.333333 0.666667 0.000786526 6 0.000174973 +C34 ]70;1457] ]10.5;12.5] 1 0 0.000696141 8 0.000233297 +C73 ]1859;1881] ]13.5;14.5] 1 0 0.000696141 8 0.000233297 +C30 ]2156;2384] ]8.5;10.5] 0.652174 0.347826 0.000667033 69 0.00201219 +C86 ]1568.5;1789] ]14.5;+inf[ 1 0 0.000522106 6 0.000174973 +C35 ]1457;1494] ]10.5;12.5] 0.4 0.6 0.000473381 5 0.000145811 +C5 ]1537;1568.5] ]-inf;8.5] 0 1 0.000458239 1 2.91622e-05 +C39 ]1789;1846] ]10.5;12.5] 0 1 0.000458239 1 2.91622e-05 +C55 ]1789;1846] ]12.5;13.5] 0 1 0.000458239 1 2.91622e-05 +C66 ]70;1457] ]13.5;14.5] 1 0 0.000435088 5 0.000145811 +C82 ]70;1457] ]14.5;+inf[ 1 0 0.000435088 5 0.000145811 +C46 ]2156;2384] ]10.5;12.5] 1 0 0.000435088 5 0.000145811 +C48 ]2580;+inf[ ]10.5;12.5] 0.333333 0.666667 0.000393263 3 8.74865e-05 +C52 ]1494;1537] ]12.5;13.5] 1 0 0.000261053 3 8.74865e-05 +C9 ]1859;1881] ]-inf;8.5] 1 0 0.000261053 3 8.74865e-05 +C14 ]2156;2384] ]-inf;8.5] 0.909091 0.0909091 0.000257539 11 0.000320784 +C33 ]-inf;70] ]10.5;12.5] 0.751312 0.248688 0.000229771 2477 0.0722347 +C43 ]1906.5;1975.5] ]10.5;12.5] 1 0 0.000174035 2 5.83243e-05 +C75 ]1906.5;1975.5] ]13.5;14.5] 1 0 0.000174035 2 5.83243e-05 +C93 ]1978.5;2156] ]14.5;+inf[ 1 0 0.000174035 2 5.83243e-05 +C3 ]1457;1494] ]-inf;8.5] 1 0 8.70177e-05 1 2.91622e-05 +C36 ]1494;1537] ]10.5;12.5] 1 0 8.70177e-05 1 2.91622e-05 +C68 ]1494;1537] ]13.5;14.5] 1 0 8.70177e-05 1 2.91622e-05 +C77 ]1978.5;2156] ]13.5;14.5] 1 0 8.70177e-05 1 2.91622e-05 +C23 ]1789;1846] ]8.5;10.5] 0.857143 0.142857 6.29198e-05 7 0.000204135 +C16 ]2580;+inf[ ]-inf;8.5] 0.833333 0.166667 2.94131e-05 6 0.000174973 +C67 ]1457;1494] ]13.5;14.5] 0.666667 0.333333 2.20423e-05 3 8.74865e-05 +C59 ]1906.5;1975.5] ]12.5;13.5] 0.8 0.2 6.7424e-06 5 0.000145811 +C32 ]2580;+inf[ ]8.5;10.5] 0.75 0.25 1.41258e-06 12 0.000349946 + Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R50 +Variables + Type Name + Categorical marital_status + Categorical occupation + +Variables stats +marital_status +Group Frequency Coverage Size Value list +{Married-civ-spouse, Married-AF-spouse} 15636 0.45598 2 Married-civ-spouse Married-AF-spouse * +{Never-married, Separated} 12475 0.363798 2 Never-married Separated +{Divorced, Widowed, Married-spouse-absent} 6180 0.180222 3 Divorced Widowed Married-spouse-absent +occupation +Group Frequency Coverage Size Value list +{Prof-specialty, Armed-Forces} 6342 0.184946 2 Prof-specialty Armed-Forces * +{Other-service, Handlers-cleaners, Farming-fishing, ...} 6083 0.177393 4 Other-service Handlers-cleaners Farming-fishing Priv-house-serv +{Craft-repair, Transport-moving} 6005 0.175119 2 Craft-repair Transport-moving +{Sales, Tech-support, Protective-serv} 5592 0.163075 3 Sales Tech-support Protective-serv +{Exec-managerial} 4290 0.125106 1 Exec-managerial +{Adm-clerical} 3887 0.113353 1 Adm-clerical +{Machine-op-inspct} 2092 0.0610073 1 Machine-op-inspct + +Cell frequencies + occupation +marital_status {Prof-specialty, Armed-Forces} {Other-service, Handlers-cleaners, Farming-fishing, ...} {Craft-repair, Transport-moving} {Sales, Tech-support, Protective-serv} {Exec-managerial} {Adm-clerical} {Machine-op-inspct} Total Coverage +{Married-civ-spouse, Married-AF-spouse} 2902 1879 3762 2556 2517 1016 1004 15636 0.45598 +{Never-married, Separated} 2369 3080 1426 2111 981 1794 714 12475 0.363798 +{Divorced, Widowed, Married-spouse-absent} 1071 1124 817 925 792 1077 374 6180 0.180222 +Total 6342 6083 6005 5592 4290 3887 2092 34291 +Coverage 0.184946 0.177393 0.175119 0.163075 0.125106 0.113353 0.0610073 + +% target value more + occupation +marital_status {Prof-specialty, Armed-Forces} {Other-service, Handlers-cleaners, Farming-fishing, ...} {Craft-repair, Transport-moving} {Sales, Tech-support, Protective-serv} {Exec-managerial} {Adm-clerical} {Machine-op-inspct} +{Married-civ-spouse, Married-AF-spouse} 0.60889 0.155402 0.317119 0.516041 0.684148 0.454724 0.23008 +{Never-married, Separated} 0.0928662 0.00714286 0.0357644 0.0511606 0.136595 0.0200669 0.0112045 +{Divorced, Widowed, Married-spouse-absent} 0.152194 0.0240214 0.0881273 0.134054 0.229798 0.0352832 0.00802139 + +Cells 21 +Cell Id marital_status occupation less more Interest Frequency Coverage +C13 {Married-civ-spouse, Married-AF-spouse} {Exec-managerial} 0.315852 0.684148 0.213546 2517 0.0734012 +C1 {Married-civ-spouse, Married-AF-spouse} {Prof-specialty, Armed-Forces} 0.39111 0.60889 0.172367 2902 0.0846286 +C5 {Never-married, Separated} {Other-service, Handlers-cleaners, Farming-fishing, ...} 0.992857 0.00714286 0.140393 3080 0.0898195 +C10 {Married-civ-spouse, Married-AF-spouse} {Sales, Tech-support, Protective-serv} 0.483959 0.516041 0.0876144 2556 0.0745385 +C17 {Never-married, Separated} {Adm-clerical} 0.979933 0.0200669 0.0677419 1794 0.0523169 +C11 {Never-married, Separated} {Sales, Tech-support, Protective-serv} 0.948839 0.0511606 0.0524421 2111 0.0615613 +C8 {Never-married, Separated} {Craft-repair, Transport-moving} 0.964236 0.0357644 0.0435557 1426 0.0415853 +C6 {Divorced, Widowed, Married-spouse-absent} {Other-service, Handlers-cleaners, Farming-fishing, ...} 0.975979 0.0240214 0.0402036 1124 0.0327783 +C18 {Divorced, Widowed, Married-spouse-absent} {Adm-clerical} 0.964717 0.0352832 0.0331081 1077 0.0314077 +C2 {Never-married, Separated} {Prof-specialty, Armed-Forces} 0.907134 0.0928662 0.0322136 2369 0.0690852 +C20 {Never-married, Separated} {Machine-op-inspct} 0.988796 0.0112045 0.0305872 714 0.0208218 +C16 {Married-civ-spouse, Married-AF-spouse} {Adm-clerical} 0.545276 0.454724 0.0216753 1016 0.0296288 +C21 {Divorced, Widowed, Married-spouse-absent} {Machine-op-inspct} 0.991979 0.00802139 0.0168143 374 0.0109067 +C9 {Divorced, Widowed, Married-spouse-absent} {Craft-repair, Transport-moving} 0.911873 0.0881273 0.0119587 817 0.0238255 +C7 {Married-civ-spouse, Married-AF-spouse} {Craft-repair, Transport-moving} 0.682881 0.317119 0.0115136 3762 0.109708 +C4 {Married-civ-spouse, Married-AF-spouse} {Other-service, Handlers-cleaners, Farming-fishing, ...} 0.844598 0.155402 0.00749758 1879 0.0547957 +C14 {Never-married, Separated} {Exec-managerial} 0.863405 0.136595 0.00605184 981 0.0286081 +C12 {Divorced, Widowed, Married-spouse-absent} {Sales, Tech-support, Protective-serv} 0.865946 0.134054 0.00601816 925 0.026975 +C3 {Divorced, Widowed, Married-spouse-absent} {Prof-specialty, Armed-Forces} 0.847806 0.152194 0.00463083 1071 0.0312327 +C19 {Married-civ-spouse, Married-AF-spouse} {Machine-op-inspct} 0.76992 0.23008 3.66794e-05 1004 0.0292788 +C15 {Divorced, Widowed, Married-spouse-absent} {Exec-managerial} 0.770202 0.229798 3.09423e-05 792 0.0230964 + Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R51 +Variables + Type Name + Categorical education + Categorical relationship + +Variables stats +education +Group Frequency Coverage Size Value list +{HS-grad} 11102 0.323758 1 HS-grad +{Some-college, Assoc-voc, Assoc-acdm} 10231 0.298358 3 Some-college Assoc-voc Assoc-acdm +{Bachelors} 5645 0.16462 1 Bachelors +{11th, 10th, 7th-8th, ...} 4482 0.130705 8 11th 10th 7th-8th 9th 12th 5th-6th 1st-4th Preschool * +{Masters} 1842 0.0537167 1 Masters +{Prof-school, Doctorate} 989 0.0288414 2 Prof-school Doctorate +relationship +Group Frequency Coverage Size Value list +{Husband, Wife} 15382 0.448573 2 Husband Wife +{Not-in-family, Unmarried} 12489 0.364206 2 Not-in-family Unmarried +{Own-child, Other-relative} 6420 0.187221 2 Own-child Other-relative * + +Cell frequencies + relationship +education {Husband, Wife} {Not-in-family, Unmarried} {Own-child, Other-relative} Total Coverage +{HS-grad} 4903 4130 2069 11102 0.323758 +{Some-college, Assoc-voc, Assoc-acdm} 4107 3779 2345 10231 0.298358 +{Bachelors} 2880 2127 638 5645 0.16462 +{11th, 10th, 7th-8th, ...} 1745 1474 1263 4482 0.130705 +{Masters} 1044 718 80 1842 0.0537167 +{Prof-school, Doctorate} 703 261 25 989 0.0288414 +Total 15382 12489 6420 34291 +Coverage 0.448573 0.364206 0.187221 + +% target value more + relationship +education {Husband, Wife} {Not-in-family, Unmarried} {Own-child, Other-relative} +{HS-grad} 0.316541 0.0428571 0.0111165 +{Some-college, Assoc-voc, Assoc-acdm} 0.446311 0.0629796 0.0144989 +{Bachelors} 0.683681 0.158909 0.0470219 +{11th, 10th, 7th-8th, ...} 0.122063 0.0223881 0.00712589 +{Masters} 0.762452 0.268802 0.1375 +{Prof-school, Doctorate} 0.83357 0.51341 0.2 + +Cells 18 +Cell Id education relationship less more Interest Frequency Coverage +C3 {Bachelors} {Husband, Wife} 0.316319 0.683681 0.22025 2880 0.0839871 +C5 {Masters} {Husband, Wife} 0.237548 0.762452 0.110038 1044 0.0304453 +C7 {HS-grad} {Not-in-family, Unmarried} 0.957143 0.0428571 0.103631 4130 0.12044 +C6 {Prof-school, Doctorate} {Husband, Wife} 0.16643 0.83357 0.0960514 703 0.020501 +C14 {Some-college, Assoc-voc, Assoc-acdm} {Own-child, Other-relative} 0.985501 0.0144989 0.0864873 2345 0.0683853 +C13 {HS-grad} {Own-child, Other-relative} 0.988884 0.0111165 0.0801623 2069 0.0603365 +C2 {Some-college, Assoc-voc, Assoc-acdm} {Husband, Wife} 0.553689 0.446311 0.073388 4107 0.119769 +C8 {Some-college, Assoc-voc, Assoc-acdm} {Not-in-family, Unmarried} 0.93702 0.0629796 0.0720955 3779 0.110204 +C16 {11th, 10th, 7th-8th, ...} {Own-child, Other-relative} 0.992874 0.00712589 0.0520136 1263 0.0368318 +C10 {11th, 10th, 7th-8th, ...} {Not-in-family, Unmarried} 0.977612 0.0223881 0.0486939 1474 0.042985 +C15 {Bachelors} {Own-child, Other-relative} 0.952978 0.0470219 0.0151384 638 0.0186055 +C1 {HS-grad} {Husband, Wife} 0.683459 0.316541 0.0133611 4903 0.142982 +C4 {11th, 10th, 7th-8th, ...} {Husband, Wife} 0.877937 0.122063 0.0129925 1745 0.050888 +C12 {Prof-school, Doctorate} {Not-in-family, Unmarried} 0.48659 0.51341 0.00793598 261 0.00761133 +C9 {Bachelors} {Not-in-family, Unmarried} 0.841091 0.158909 0.00699797 2127 0.0620279 +C17 {Masters} {Own-child, Other-relative} 0.8625 0.1375 0.000437281 80 0.00233297 +C11 {Masters} {Not-in-family, Unmarried} 0.731198 0.268802 0.000307903 718 0.0209384 +C18 {Prof-school, Doctorate} {Own-child, Other-relative} 0.8 0.2 1.82353e-05 25 0.000729054 + Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R52 +Variables + Type Name + Numerical capital_gain + Numerical hours_per_week + +Variables stats +capital_gain +Interval Frequency Coverage +]-inf;57] 31420 0.916275 +]57;3048] 492 0.0143478 +]3048;3120] 110 0.00320784 +]3120;4240] 320 0.00933189 +]4240;4400] 70 0.00204135 +]4400;4668] 77 0.00224549 +]4668;4826] 29 0.000845703 +]4826;5119] 109 0.00317868 +]5119;5310] 104 0.00303287 +]5310;6457] 33 0.000962352 +]6457;7070] 56 0.00163308 +]7070;10543] 690 0.0201219 +]10543;10585] 8 0.000233297 +]10585;30900] 580 0.0169141 +]30900;70000] 7 0.000204135 +]70000;+inf[ 186 0.00542416 +hours_per_week +Interval Frequency Coverage +]-inf;34.5] 5925 0.172786 +]34.5;41.5] 18307 0.533872 +]41.5;+inf[ 10059 0.293342 + +Cell frequencies + hours_per_week +capital_gain ]-inf;34.5] ]34.5;41.5] ]41.5;+inf[ Total Coverage +]-inf;57] 5625 16967 8828 31420 0.916275 +]57;3048] 134 245 113 492 0.0143478 +]3048;3120] 6 52 52 110 0.00320784 +]3120;4240] 31 201 88 320 0.00933189 +]4240;4400] 5 31 34 70 0.00204135 +]4400;4668] 17 41 19 77 0.00224549 +]4668;4826] 2 15 12 29 0.000845703 +]4826;5119] 11 67 31 109 0.00317868 +]5119;5310] 2 67 35 104 0.00303287 +]5310;6457] 5 14 14 33 0.000962352 +]6457;7070] 4 28 24 56 0.00163308 +]7070;10543] 32 323 335 690 0.0201219 +]10543;10585] 1 5 2 8 0.000233297 +]10585;30900] 37 194 349 580 0.0169141 +]30900;70000] 4 0 3 7 0.000204135 +]70000;+inf[ 9 57 120 186 0.00542416 +Total 5925 18307 10059 34291 +Coverage 0.172786 0.533872 0.293342 + +% target value more + hours_per_week +capital_gain ]-inf;34.5] ]34.5;41.5] ]41.5;+inf[ +]-inf;57] 0.0551111 0.175399 0.352741 +]57;3048] 0 0 0 +]3048;3120] 0.666667 0.980769 0.923077 +]3120;4240] 0 0 0 +]4240;4400] 0.8 0.870968 0.852941 +]4400;4668] 0 0 0 +]4668;4826] 1 1 1 +]4826;5119] 0.0909091 0.0447761 0.0967742 +]5119;5310] 1 1 1 +]5310;6457] 0.8 0.428571 0.5 +]6457;7070] 0.25 0.107143 0.0416667 +]7070;10543] 1 0.98452 0.997015 +]10543;10585] 0 0 0 +]10585;30900] 1 0.994845 1 +]30900;70000] 0 0 0 +]70000;+inf[ 1 1 1 + +Cells 47 +Cell Id capital_gain hours_per_week less more Interest Frequency Coverage +C1 ]-inf;57] ]-inf;34.5] 0.944889 0.0551111 0.178799 5625 0.164037 +C46 ]10585;30900] ]41.5;+inf[ 0 1 0.129309 349 0.0101776 +C44 ]7070;10543] ]41.5;+inf[ 0.00298507 0.997015 0.122062 335 0.00976933 +C28 ]7070;10543] ]34.5;41.5] 0.0154799 0.98452 0.111508 323 0.00941938 +C33 ]-inf;57] ]41.5;+inf[ 0.647259 0.352741 0.0751012 8828 0.257444 +C30 ]10585;30900] ]34.5;41.5] 0.00515464 0.994845 0.0699606 194 0.00565746 +C17 ]-inf;57] ]34.5;41.5] 0.824601 0.175399 0.0512951 16967 0.494795 +C48 ]70000;+inf[ ]41.5;+inf[ 0 1 0.0444616 120 0.00349946 +C25 ]5119;5310] ]34.5;41.5] 0 1 0.0248244 67 0.00195387 +C32 ]70000;+inf[ ]34.5;41.5] 0 1 0.0211193 57 0.00166224 +C19 ]3048;3120] ]34.5;41.5] 0.0192308 0.980769 0.0176897 52 0.00151643 +C18 ]57;3048] ]34.5;41.5] 1 0 0.017238 245 0.00714473 +C35 ]3048;3120] ]41.5;+inf[ 0.0769231 0.923077 0.0144223 52 0.00151643 +C20 ]3120;4240] ]34.5;41.5] 1 0 0.0141422 201 0.0058616 +C14 ]10585;30900] ]-inf;34.5] 0 1 0.013709 37 0.001079 +C41 ]5119;5310] ]41.5;+inf[ 0 1 0.012968 35 0.00102068 +C12 ]7070;10543] ]-inf;34.5] 0 1 0.0118564 32 0.000933189 +C2 ]57;3048] ]-inf;34.5] 1 0 0.00942811 134 0.00390773 +C34 ]57;3048] ]41.5;+inf[ 1 0 0.00795057 113 0.00329533 +C37 ]4240;4400] ]41.5;+inf[ 0.147059 0.852941 0.00742818 34 0.000991514 +C21 ]4240;4400] ]34.5;41.5] 0.129032 0.870968 0.00720506 31 0.000904027 +C36 ]3120;4240] ]41.5;+inf[ 1 0 0.00619159 88 0.00256627 +C23 ]4668;4826] ]34.5;41.5] 0 1 0.0055577 15 0.000437433 +C39 ]4668;4826] ]41.5;+inf[ 0 1 0.00444616 12 0.000349946 +C16 ]70000;+inf[ ]-inf;34.5] 0 1 0.00333462 9 0.00026246 +C22 ]4400;4668] ]34.5;41.5] 1 0 0.00288472 41 0.00119565 +C24 ]4826;5119] ]34.5;41.5] 0.955224 0.0447761 0.00244921 67 0.00195387 +C4 ]3120;4240] ]-inf;34.5] 1 0 0.00218113 31 0.000904027 +C38 ]4400;4668] ]41.5;+inf[ 1 0 0.00133682 19 0.000554081 +C6 ]4400;4668] ]-inf;34.5] 1 0 0.0011961 17 0.000495757 +C43 ]6457;7070] ]41.5;+inf[ 0.958333 0.0416667 0.000914658 24 0.000699892 +C5 ]4240;4400] ]-inf;34.5] 0.2 0.8 0.000905915 5 0.000145811 +C10 ]5310;6457] ]-inf;34.5] 0.2 0.8 0.000905915 5 0.000145811 +C7 ]4668;4826] ]-inf;34.5] 0 1 0.000741027 2 5.83243e-05 +C9 ]5119;5310] ]-inf;34.5] 0 1 0.000741027 2 5.83243e-05 +C3 ]3048;3120] ]-inf;34.5] 0.333333 0.666667 0.000635954 6 0.000174973 +C42 ]5310;6457] ]41.5;+inf[ 0.5 0.5 0.000578664 14 0.00040827 +C40 ]4826;5119] ]41.5;+inf[ 0.903226 0.0967742 0.000534879 31 0.000904027 +C27 ]6457;7070] ]34.5;41.5] 0.892857 0.107143 0.000407016 28 0.000816541 +C29 ]10543;10585] ]34.5;41.5] 1 0 0.000351795 5 0.000145811 +C26 ]5310;6457] ]34.5;41.5] 0.571429 0.428571 0.000315549 14 0.00040827 +C15 ]30900;70000] ]-inf;34.5] 1 0 0.000281436 4 0.000116649 +C47 ]30900;70000] ]41.5;+inf[ 1 0 0.000211077 3 8.74865e-05 +C8 ]4826;5119] ]-inf;34.5] 0.909091 0.0909091 0.000208235 11 0.000320784 +C45 ]10543;10585] ]41.5;+inf[ 1 0 0.000140718 2 5.83243e-05 +C13 ]10543;10585] ]-inf;34.5] 1 0 7.0359e-05 1 2.91622e-05 +C11 ]6457;7070] ]-inf;34.5] 0.75 0.25 3.80719e-07 4 0.000116649 + Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R53 +Variables + Type Name + Numerical education_num + Categorical relationship + +Variables stats +education_num +Interval Frequency Coverage +]-inf;8.5] 4482 0.130705 +]8.5;9.5] 11102 0.323758 +]9.5;12.5] 10231 0.298358 +]12.5;13.5] 5645 0.16462 +]13.5;14.5] 1842 0.0537167 +]14.5;+inf[ 989 0.0288414 +relationship +Group Frequency Coverage Size Value list +{Husband, Wife} 15382 0.448573 2 Husband Wife +{Not-in-family, Unmarried} 12489 0.364206 2 Not-in-family Unmarried +{Own-child, Other-relative} 6420 0.187221 2 Own-child Other-relative * + +Cell frequencies + relationship +education_num {Husband, Wife} {Not-in-family, Unmarried} {Own-child, Other-relative} Total Coverage +]-inf;8.5] 1745 1474 1263 4482 0.130705 +]8.5;9.5] 4903 4130 2069 11102 0.323758 +]9.5;12.5] 4107 3779 2345 10231 0.298358 +]12.5;13.5] 2880 2127 638 5645 0.16462 +]13.5;14.5] 1044 718 80 1842 0.0537167 +]14.5;+inf[ 703 261 25 989 0.0288414 +Total 15382 12489 6420 34291 +Coverage 0.448573 0.364206 0.187221 + +% target value more + relationship +education_num {Husband, Wife} {Not-in-family, Unmarried} {Own-child, Other-relative} +]-inf;8.5] 0.122063 0.0223881 0.00712589 +]8.5;9.5] 0.316541 0.0428571 0.0111165 +]9.5;12.5] 0.446311 0.0629796 0.0144989 +]12.5;13.5] 0.683681 0.158909 0.0470219 +]13.5;14.5] 0.762452 0.268802 0.1375 +]14.5;+inf[ 0.83357 0.51341 0.2 + +Cells 18 +Cell Id education_num relationship less more Interest Frequency Coverage +C4 ]12.5;13.5] {Husband, Wife} 0.316319 0.683681 0.22025 2880 0.0839871 +C5 ]13.5;14.5] {Husband, Wife} 0.237548 0.762452 0.110038 1044 0.0304453 +C8 ]8.5;9.5] {Not-in-family, Unmarried} 0.957143 0.0428571 0.103631 4130 0.12044 +C6 ]14.5;+inf[ {Husband, Wife} 0.16643 0.83357 0.0960514 703 0.020501 +C15 ]9.5;12.5] {Own-child, Other-relative} 0.985501 0.0144989 0.0864873 2345 0.0683853 +C14 ]8.5;9.5] {Own-child, Other-relative} 0.988884 0.0111165 0.0801623 2069 0.0603365 +C3 ]9.5;12.5] {Husband, Wife} 0.553689 0.446311 0.073388 4107 0.119769 +C9 ]9.5;12.5] {Not-in-family, Unmarried} 0.93702 0.0629796 0.0720955 3779 0.110204 +C13 ]-inf;8.5] {Own-child, Other-relative} 0.992874 0.00712589 0.0520136 1263 0.0368318 +C7 ]-inf;8.5] {Not-in-family, Unmarried} 0.977612 0.0223881 0.0486939 1474 0.042985 +C16 ]12.5;13.5] {Own-child, Other-relative} 0.952978 0.0470219 0.0151384 638 0.0186055 +C2 ]8.5;9.5] {Husband, Wife} 0.683459 0.316541 0.0133611 4903 0.142982 +C1 ]-inf;8.5] {Husband, Wife} 0.877937 0.122063 0.0129925 1745 0.050888 +C12 ]14.5;+inf[ {Not-in-family, Unmarried} 0.48659 0.51341 0.00793598 261 0.00761133 +C10 ]12.5;13.5] {Not-in-family, Unmarried} 0.841091 0.158909 0.00699797 2127 0.0620279 +C17 ]13.5;14.5] {Own-child, Other-relative} 0.8625 0.1375 0.000437281 80 0.00233297 +C11 ]13.5;14.5] {Not-in-family, Unmarried} 0.731198 0.268802 0.000307903 718 0.0209384 +C18 ]14.5;+inf[ {Own-child, Other-relative} 0.8 0.2 1.82353e-05 25 0.000729054 + Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R54 +Variables + Type Name + Numerical hours_per_week + Categorical sex + +Variables stats +hours_per_week +Interval Frequency Coverage +]-inf;30.5] 5540 0.161558 +]30.5;35.5] 1735 0.0505964 +]35.5;40.5] 16918 0.493366 +]40.5;49.5] 3260 0.0950687 +]49.5;60.5] 5672 0.165408 +]60.5;+inf[ 1166 0.0340031 +sex +Group Frequency Coverage Size Value list +{Male} 22881 0.66726 1 Male +{Female} 11410 0.33274 1 Female * + +Cell frequencies + sex +hours_per_week {Male} {Female} Total Coverage +]-inf;30.5] 2671 2869 5540 0.161558 +]30.5;35.5] 816 919 1735 0.0505964 +]35.5;40.5] 11155 5763 16918 0.493366 +]40.5;49.5] 2504 756 3260 0.0950687 +]49.5;60.5] 4749 923 5672 0.165408 +]60.5;+inf[ 986 180 1166 0.0340031 +Total 22881 11410 34291 +Coverage 0.66726 0.33274 + +% target value more + sex +hours_per_week {Male} {Female} +]-inf;30.5] 0.0745039 0.058557 +]30.5;35.5] 0.176471 0.0968444 +]35.5;40.5] 0.262483 0.101336 +]40.5;49.5] 0.40615 0.15873 +]49.5;60.5] 0.475679 0.263272 +]60.5;+inf[ 0.402637 0.144444 + +Cells 12 +Cell Id hours_per_week sex less more Interest Frequency Coverage +C5 ]49.5;60.5] {Male} 0.524321 0.475679 0.328503 4749 0.138491 +C9 ]35.5;40.5] {Female} 0.898664 0.101336 0.185989 5763 0.168062 +C7 ]-inf;30.5] {Female} 0.941443 0.058557 0.175228 2869 0.0836663 +C1 ]-inf;30.5] {Male} 0.925496 0.0745039 0.130277 2671 0.0778922 +C4 ]40.5;49.5] {Male} 0.59385 0.40615 0.0894952 2504 0.0730221 +C6 ]60.5;+inf[ {Male} 0.597363 0.402637 0.0338441 986 0.0287539 +C8 ]30.5;35.5] {Female} 0.903156 0.0968444 0.0319059 919 0.0268 +C3 ]35.5;40.5] {Male} 0.737517 0.262483 0.00909298 11155 0.325304 +C10 ]40.5;49.5] {Female} 0.84127 0.15873 0.00752527 756 0.0220466 +C2 ]30.5;35.5] {Male} 0.823529 0.176471 0.00479544 816 0.0237963 +C12 ]60.5;+inf[ {Female} 0.855556 0.144444 0.00254252 180 0.00524919 +C11 ]49.5;60.5] {Female} 0.736728 0.263272 0.000801857 923 0.0269167 + Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R55 +Variables + Type Name + Categorical occupation + Categorical relationship + +Variables stats +occupation +Group Frequency Coverage Size Value list +{Other-service, Machine-op-inspct, Handlers-cleaners, ...} 8175 0.238401 5 Other-service Machine-op-inspct Handlers-cleaners Farming-fishing Priv-house-serv +{Prof-specialty, Armed-Forces} 6342 0.184946 2 Prof-specialty Armed-Forces * +{Craft-repair, Transport-moving} 6005 0.175119 2 Craft-repair Transport-moving +{Sales, Tech-support, Protective-serv} 5592 0.163075 3 Sales Tech-support Protective-serv +{Exec-managerial} 4290 0.125106 1 Exec-managerial +{Adm-clerical} 3887 0.113353 1 Adm-clerical +relationship +Group Frequency Coverage Size Value list +{Husband, Wife} 15382 0.448573 2 Husband Wife +{Not-in-family, Unmarried} 12489 0.364206 2 Not-in-family Unmarried +{Own-child, Other-relative} 6420 0.187221 2 Own-child Other-relative * + +Cell frequencies + relationship +occupation {Husband, Wife} {Not-in-family, Unmarried} {Own-child, Other-relative} Total Coverage +{Other-service, Machine-op-inspct, Handlers-cleaners, ...} 2800 3117 2258 8175 0.238401 +{Prof-specialty, Armed-Forces} 2862 2400 1080 6342 0.184946 +{Craft-repair, Transport-moving} 3718 1572 715 6005 0.175119 +{Sales, Tech-support, Protective-serv} 2513 1950 1129 5592 0.163075 +{Exec-managerial} 2502 1482 306 4290 0.125106 +{Adm-clerical} 987 1968 932 3887 0.113353 +Total 15382 12489 6420 34291 +Coverage 0.448573 0.364206 0.187221 + +% target value more + relationship +occupation {Husband, Wife} {Not-in-family, Unmarried} {Own-child, Other-relative} +{Other-service, Machine-op-inspct, Handlers-cleaners, ...} 0.185357 0.0163619 0.00575731 +{Prof-specialty, Armed-Forces} 0.614605 0.15 0.0287037 +{Craft-repair, Transport-moving} 0.319527 0.0706107 0.0237762 +{Sales, Tech-support, Protective-serv} 0.521289 0.112821 0.0186005 +{Exec-managerial} 0.686251 0.206478 0.0490196 +{Adm-clerical} 0.462006 0.0330285 0.0160944 + +Cells 18 +Cell Id occupation relationship less more Interest Frequency Coverage +C5 {Exec-managerial} {Husband, Wife} 0.313749 0.686251 0.210021 2502 0.0729638 +C2 {Prof-specialty, Armed-Forces} {Husband, Wife} 0.385395 0.614605 0.171614 2862 0.0834621 +C7 {Other-service, Machine-op-inspct, Handlers-cleaners, ...} {Not-in-family, Unmarried} 0.983638 0.0163619 0.121515 3117 0.0908985 +C13 {Other-service, Machine-op-inspct, Handlers-cleaners, ...} {Own-child, Other-relative} 0.994243 0.00575731 0.10318 2258 0.0658482 +C4 {Sales, Tech-support, Protective-serv} {Husband, Wife} 0.478711 0.521289 0.0875092 2513 0.0732845 +C12 {Adm-clerical} {Not-in-family, Unmarried} 0.966972 0.0330285 0.0611263 1968 0.0573912 +C16 {Sales, Tech-support, Protective-serv} {Own-child, Other-relative} 0.981399 0.0186005 0.0426534 1129 0.0329241 +C18 {Adm-clerical} {Own-child, Other-relative} 0.983906 0.0160944 0.0364712 932 0.0271791 +C14 {Prof-specialty, Armed-Forces} {Own-child, Other-relative} 0.971296 0.0287037 0.0355481 1080 0.0314951 +C9 {Craft-repair, Transport-moving} {Not-in-family, Unmarried} 0.929389 0.0706107 0.0292299 1572 0.0458429 +C15 {Craft-repair, Transport-moving} {Own-child, Other-relative} 0.976224 0.0237762 0.0251561 715 0.020851 +C6 {Adm-clerical} {Husband, Wife} 0.537994 0.462006 0.0219846 987 0.0287831 +C10 {Sales, Tech-support, Protective-serv} {Not-in-family, Unmarried} 0.887179 0.112821 0.0186516 1950 0.0568662 +C3 {Craft-repair, Transport-moving} {Husband, Wife} 0.680473 0.319527 0.0118277 3718 0.108425 +C8 {Prof-specialty, Armed-Forces} {Not-in-family, Unmarried} 0.85 0.15 0.0107312 2400 0.0699892 +C17 {Exec-managerial} {Own-child, Other-relative} 0.95098 0.0490196 0.00767146 306 0.00892362 +C1 {Other-service, Machine-op-inspct, Handlers-cleaners, ...} {Husband, Wife} 0.814643 0.185357 0.00430372 2800 0.0816541 +C11 {Exec-managerial} {Not-in-family, Unmarried} 0.793522 0.206478 0.000804811 1482 0.0432183 + Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R56 +Variables + Type Name + Numerical age + Categorical occupation + +Variables stats +age +Interval Frequency Coverage +]-inf;24.5] 5927 0.172844 +]24.5;27.5] 2547 0.074276 +]27.5;30.5] 2635 0.0768423 +]30.5;36.5] 5584 0.162842 +]36.5;61.5] 15336 0.447231 +]61.5;+inf[ 2262 0.0659648 +occupation +Group Frequency Coverage Size Value list +{Adm-clerical, Machine-op-inspct, Handlers-cleaners, ...} 8425 0.245691 4 Adm-clerical Machine-op-inspct Handlers-cleaners Farming-fishing +{Prof-specialty, Protective-serv, Armed-Forces} 7028 0.204952 3 Prof-specialty Protective-serv Armed-Forces * +{Craft-repair, Transport-moving} 6005 0.175119 2 Craft-repair Transport-moving +{Sales, Tech-support} 4906 0.14307 2 Sales Tech-support +{Exec-managerial} 4290 0.125106 1 Exec-managerial +{Other-service, Priv-house-serv} 3637 0.106063 2 Other-service Priv-house-serv + +Cell frequencies + occupation +age {Adm-clerical, Machine-op-inspct, Handlers-cleaners, ...} {Prof-specialty, Protective-serv, Armed-Forces} {Craft-repair, Transport-moving} {Sales, Tech-support} {Exec-managerial} {Other-service, Priv-house-serv} Total Coverage +]-inf;24.5] 1781 1136 587 1040 242 1141 5927 0.172844 +]24.5;27.5] 762 472 428 391 243 251 2547 0.074276 +]27.5;30.5] 697 550 489 387 275 237 2635 0.0768423 +]30.5;36.5] 1328 1046 1186 774 733 517 5584 0.162842 +]36.5;61.5] 3386 3064 3078 2040 2520 1248 15336 0.447231 +]61.5;+inf[ 471 760 237 274 277 243 2262 0.0659648 +Total 8425 7028 6005 4906 4290 3637 34291 +Coverage 0.245691 0.204952 0.175119 0.14307 0.125106 0.106063 + +% target value more + occupation +age {Adm-clerical, Machine-op-inspct, Handlers-cleaners, ...} {Prof-specialty, Protective-serv, Armed-Forces} {Craft-repair, Transport-moving} {Sales, Tech-support} {Exec-managerial} {Other-service, Priv-house-serv} +]-inf;24.5] 0.00617631 0.0140845 0.0272572 0.00673077 0.0165289 0.00525855 +]24.5;27.5] 0.0393701 0.135593 0.0841121 0.0997442 0.123457 0.0119522 +]27.5;30.5] 0.0817791 0.256364 0.118609 0.196382 0.323636 0.0379747 +]30.5;36.5] 0.109187 0.369981 0.186341 0.303618 0.457026 0.0560928 +]36.5;61.5] 0.202304 0.507507 0.307018 0.436275 0.578175 0.0649038 +]61.5;+inf[ 0.112527 0.268421 0.168776 0.317518 0.444043 0.0411523 + +Cells 36 +Cell Id age occupation less more Interest Frequency Coverage +C29 ]36.5;61.5] {Exec-managerial} 0.421825 0.578175 0.180263 2520 0.0734887 +C11 ]36.5;61.5] {Prof-specialty, Protective-serv, Armed-Forces} 0.492493 0.507507 0.140645 3064 0.0893529 +C1 ]-inf;24.5] {Adm-clerical, Machine-op-inspct, Handlers-cleaners, ...} 0.993824 0.00617631 0.117156 1781 0.0519378 +C31 ]-inf;24.5] {Other-service, Priv-house-serv} 0.994741 0.00525855 0.0761947 1141 0.033274 +C19 ]-inf;24.5] {Sales, Tech-support} 0.993269 0.00673077 0.0678046 1040 0.0303287 +C7 ]-inf;24.5] {Prof-specialty, Protective-serv, Armed-Forces} 0.985915 0.0140845 0.0663061 1136 0.0331282 +C23 ]36.5;61.5] {Sales, Tech-support} 0.563725 0.436275 0.0521929 2040 0.0594908 +C35 ]36.5;61.5] {Other-service, Priv-house-serv} 0.935096 0.0649038 0.0364625 1248 0.0363944 +C2 ]24.5;27.5] {Adm-clerical, Machine-op-inspct, Handlers-cleaners, ...} 0.96063 0.0393701 0.0315165 762 0.0222216 +C13 ]-inf;24.5] {Craft-repair, Transport-moving} 0.972743 0.0272572 0.0285552 587 0.0171182 +C28 ]30.5;36.5] {Exec-managerial} 0.542974 0.457026 0.0226724 733 0.0213759 +C4 ]30.5;36.5] {Adm-clerical, Machine-op-inspct, Handlers-cleaners, ...} 0.890813 0.109187 0.0196167 1328 0.0387274 +C34 ]30.5;36.5] {Other-service, Priv-house-serv} 0.943907 0.0560928 0.0170648 517 0.0150768 +C3 ]27.5;30.5] {Adm-clerical, Machine-op-inspct, Handlers-cleaners, ...} 0.918221 0.0817791 0.0159596 697 0.020326 +C32 ]24.5;27.5] {Other-service, Priv-house-serv} 0.988048 0.0119522 0.0151114 251 0.0073197 +C25 ]-inf;24.5] {Exec-managerial} 0.983471 0.0165289 0.0136419 242 0.00705725 +C10 ]30.5;36.5] {Prof-specialty, Protective-serv, Armed-Forces} 0.630019 0.369981 0.0122687 1046 0.0305036 +C17 ]36.5;61.5] {Craft-repair, Transport-moving} 0.692982 0.307018 0.0102479 3078 0.0897612 +C33 ]27.5;30.5] {Other-service, Priv-house-serv} 0.962025 0.0379747 0.00998689 237 0.00691143 +C36 ]61.5;+inf[ {Other-service, Priv-house-serv} 0.958848 0.0411523 0.00981386 243 0.00708641 +C14 ]24.5;27.5] {Craft-repair, Transport-moving} 0.915888 0.0841121 0.00946303 428 0.0124814 +C30 ]61.5;+inf[ {Exec-managerial} 0.555957 0.444043 0.00762601 277 0.00807792 +C20 ]24.5;27.5] {Sales, Tech-support} 0.900256 0.0997442 0.00676694 391 0.0114024 +C6 ]61.5;+inf[ {Adm-clerical, Machine-op-inspct, Handlers-cleaners, ...} 0.887473 0.112527 0.0065637 471 0.0137354 +C15 ]27.5;30.5] {Craft-repair, Transport-moving} 0.881391 0.118609 0.00610791 489 0.0142603 +C8 ]24.5;27.5] {Prof-specialty, Protective-serv, Armed-Forces} 0.864407 0.135593 0.00422585 472 0.0137645 +C5 ]36.5;61.5] {Adm-clerical, Machine-op-inspct, Handlers-cleaners, ...} 0.797696 0.202304 0.00342412 3386 0.0987431 +C26 ]24.5;27.5] {Exec-managerial} 0.876543 0.123457 0.0027722 243 0.00708641 +C16 ]30.5;36.5] {Craft-repair, Transport-moving} 0.813659 0.186341 0.00254208 1186 0.0345863 +C22 ]30.5;36.5] {Sales, Tech-support} 0.696382 0.303618 0.002334 774 0.0225715 +C27 ]27.5;30.5] {Exec-managerial} 0.676364 0.323636 0.00139557 275 0.0080196 +C24 ]61.5;+inf[ {Sales, Tech-support} 0.682482 0.317518 0.00120336 274 0.00799043 +C18 ]61.5;+inf[ {Craft-repair, Transport-moving} 0.831224 0.168776 0.0009288 237 0.00691143 +C21 ]27.5;30.5] {Sales, Tech-support} 0.803618 0.196382 0.000533941 387 0.0112858 +C12 ]61.5;+inf[ {Prof-specialty, Protective-serv, Armed-Forces} 0.731579 0.268421 0.000500125 760 0.0221632 +C9 ]27.5;30.5] {Prof-specialty, Protective-serv, Armed-Forces} 0.743636 0.256364 0.000131134 550 0.0160392 + Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R57 +Variables + Type Name + Numerical capital_gain + Categorical marital_status + +Variables stats +capital_gain +Interval Frequency Coverage +]-inf;57] 31420 0.916275 +]57;3048] 492 0.0143478 +]3048;3120] 110 0.00320784 +]3120;4240] 320 0.00933189 +]4240;4400] 70 0.00204135 +]4400;4668] 77 0.00224549 +]4668;4826] 29 0.000845703 +]4826;4898] 19 0.000554081 +]4898;5036] 88 0.00256627 +]5036;6457] 139 0.00405354 +]6457;7070] 56 0.00163308 +]7070;10543] 690 0.0201219 +]10543;10585] 8 0.000233297 +]10585;30900] 580 0.0169141 +]30900;70000] 7 0.000204135 +]70000;+inf[ 186 0.00542416 +marital_status +Group Frequency Coverage Size Value list +{Married-civ-spouse, Married-AF-spouse} 15636 0.45598 2 Married-civ-spouse Married-AF-spouse * +{Never-married} 11400 0.332449 1 Never-married +{Divorced, Widowed, Separated, ...} 7255 0.211572 4 Divorced Widowed Separated Married-spouse-absent + +Cell frequencies + marital_status +capital_gain {Married-civ-spouse, Married-AF-spouse} {Never-married} {Divorced, Widowed, Separated, ...} Total Coverage +]-inf;57] 13745 10916 6759 31420 0.916275 +]57;3048] 148 192 152 492 0.0143478 +]3048;3120] 110 0 0 110 0.00320784 +]3120;4240] 192 71 57 320 0.00933189 +]4240;4400] 70 0 0 70 0.00204135 +]4400;4668] 15 36 26 77 0.00224549 +]4668;4826] 0 12 17 29 0.000845703 +]4826;4898] 0 12 7 19 0.000554081 +]4898;5036] 81 0 7 88 0.00256627 +]5036;6457] 119 2 18 139 0.00405354 +]6457;7070] 8 24 24 56 0.00163308 +]7070;10543] 566 53 71 690 0.0201219 +]10543;10585] 8 0 0 8 0.000233297 +]10585;30900] 417 64 99 580 0.0169141 +]30900;70000] 3 3 1 7 0.000204135 +]70000;+inf[ 154 15 17 186 0.00542416 +Total 15636 11400 7255 34291 +Coverage 0.45598 0.332449 0.211572 + +% target value more + marital_status +capital_gain {Married-civ-spouse, Married-AF-spouse} {Never-married} {Divorced, Widowed, Separated, ...} +]-inf;57] 0.404802 0.0333455 0.0698328 +]57;3048] 0 0 0 +]3048;3120] 0.936364 0 0 +]3120;4240] 0 0 0 +]4240;4400] 0.857143 0 0 +]4400;4668] 0 0 0 +]4668;4826] 0 1 1 +]4826;4898] 0 0 0 +]4898;5036] 0 0 1 +]5036;6457] 1 0.5 0.0555556 +]6457;7070] 0.5 0 0.0416667 +]7070;10543] 1 1 0.915493 +]10543;10585] 0 0 0 +]10585;30900] 0.997602 1 1 +]30900;70000] 0 0 0 +]70000;+inf[ 1 1 1 + +Cells 39 +Cell Id capital_gain marital_status less more Interest Frequency Coverage +C17 ]-inf;57] {Never-married} 0.966654 0.0333455 0.292531 10916 0.318334 +C1 ]-inf;57] {Married-civ-spouse, Married-AF-spouse} 0.595198 0.404802 0.151084 13745 0.400834 +C12 ]7070;10543] {Married-civ-spouse, Married-AF-spouse} 0 1 0.131939 566 0.0165058 +C33 ]-inf;57] {Divorced, Widowed, Separated, ...} 0.930167 0.0698328 0.110109 6759 0.197107 +C14 ]10585;30900] {Married-civ-spouse, Married-AF-spouse} 0.00239808 0.997602 0.0958742 417 0.0121606 +C16 ]70000;+inf[ {Married-civ-spouse, Married-AF-spouse} 0 1 0.0358987 154 0.00449097 +C10 ]5036;6457] {Married-civ-spouse, Married-AF-spouse} 0 1 0.0277399 119 0.0034703 +C46 ]10585;30900] {Divorced, Widowed, Separated, ...} 0 1 0.0230777 99 0.00288705 +C3 ]3048;3120] {Married-civ-spouse, Married-AF-spouse} 0.0636364 0.936364 0.0200844 110 0.00320784 +C30 ]10585;30900] {Never-married} 0 1 0.0149189 64 0.00186638 +C28 ]7070;10543] {Never-married} 0 1 0.0123547 53 0.0015456 +C44 ]7070;10543] {Divorced, Widowed, Separated, ...} 0.084507 0.915493 0.0120745 71 0.00207051 +C5 ]4240;4400] {Married-civ-spouse, Married-AF-spouse} 0.142857 0.857143 0.00976217 70 0.00204135 +C18 ]57;3048] {Never-married} 1 0 0.00849913 192 0.00559914 +C4 ]3120;4240] {Married-civ-spouse, Married-AF-spouse} 1 0 0.00849913 192 0.00559914 +C34 ]57;3048] {Divorced, Widowed, Separated, ...} 1 0 0.00672848 152 0.00443265 +C2 ]57;3048] {Married-civ-spouse, Married-AF-spouse} 1 0 0.00655142 148 0.004316 +C39 ]4668;4826] {Divorced, Widowed, Separated, ...} 0 1 0.00396284 17 0.000495757 +C48 ]70000;+inf[ {Divorced, Widowed, Separated, ...} 0 1 0.00396284 17 0.000495757 +C9 ]4898;5036] {Married-civ-spouse, Married-AF-spouse} 1 0 0.00358557 81 0.00236214 +C32 ]70000;+inf[ {Never-married} 0 1 0.00349662 15 0.000437433 +C20 ]3120;4240] {Never-married} 1 0 0.00314291 71 0.00207051 +C23 ]4668;4826] {Never-married} 0 1 0.0027973 12 0.000349946 +C36 ]3120;4240] {Divorced, Widowed, Separated, ...} 1 0 0.00252318 57 0.00166224 +C41 ]4898;5036] {Divorced, Widowed, Separated, ...} 0 1 0.00163176 7 0.000204135 +C22 ]4400;4668] {Never-married} 1 0 0.00159359 36 0.00104984 +C38 ]4400;4668] {Divorced, Widowed, Separated, ...} 1 0 0.00115092 26 0.000758216 +C27 ]6457;7070] {Never-married} 1 0 0.00106239 24 0.000699892 +C6 ]4400;4668] {Married-civ-spouse, Married-AF-spouse} 1 0 0.000663995 15 0.000437433 +C43 ]6457;7070] {Divorced, Widowed, Separated, ...} 0.958333 0.0416667 0.000575456 24 0.000699892 +C24 ]4826;4898] {Never-married} 1 0 0.000531196 12 0.000349946 +C42 ]5036;6457] {Divorced, Widowed, Separated, ...} 0.944444 0.0555556 0.000357793 18 0.000524919 +C13 ]10543;10585] {Married-civ-spouse, Married-AF-spouse} 1 0 0.000354131 8 0.000233297 +C40 ]4826;4898] {Divorced, Widowed, Separated, ...} 1 0 0.000309864 7 0.000204135 +C11 ]6457;7070] {Married-civ-spouse, Married-AF-spouse} 0.5 0.5 0.000208038 8 0.000233297 +C15 ]30900;70000] {Married-civ-spouse, Married-AF-spouse} 1 0 0.000132799 3 8.74865e-05 +C31 ]30900;70000] {Never-married} 1 0 0.000132799 3 8.74865e-05 +C26 ]5036;6457] {Never-married} 0.5 0.5 5.20094e-05 2 5.83243e-05 +C47 ]30900;70000] {Divorced, Widowed, Separated, ...} 1 0 4.42663e-05 1 2.91622e-05 + Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R58 +Variables + Type Name + Numerical hours_per_week + Categorical occupation + +Variables stats +hours_per_week +Interval Frequency Coverage +]-inf;30.5] 5540 0.161558 +]30.5;38.5] 2670 0.077863 +]38.5;43.5] 16441 0.479455 +]43.5;+inf[ 9640 0.281123 +occupation +Group Frequency Coverage Size Value list +{Prof-specialty} 6329 0.184567 1 Prof-specialty +{Sales, Tech-support, Protective-serv} 5592 0.163075 3 Sales Tech-support Protective-serv +{Adm-clerical, Transport-moving} 5583 0.162812 2 Adm-clerical Transport-moving +{Other-service, Handlers-cleaners, Priv-house-serv} 5087 0.148348 4 Other-service Handlers-cleaners Priv-house-serv * +{Craft-repair} 4309 0.12566 1 Craft-repair +{Exec-managerial} 4290 0.125106 1 Exec-managerial +{Machine-op-inspct, Farming-fishing} 3101 0.0904319 2 Machine-op-inspct Farming-fishing + +Cell frequencies + occupation +hours_per_week {Prof-specialty} {Sales, Tech-support, Protective-serv} {Adm-clerical, Transport-moving} {Other-service, Handlers-cleaners, Priv-house-serv} {Craft-repair} {Exec-managerial} {Machine-op-inspct, Farming-fishing} Total Coverage +]-inf;30.5] 1366 985 814 1568 264 268 275 5540 0.161558 +]30.5;38.5] 530 431 538 578 209 225 159 2670 0.077863 +]38.5;43.5] 2570 2351 3077 2256 2583 1786 1818 16441 0.479455 +]43.5;+inf[ 1863 1825 1154 685 1253 2011 849 9640 0.281123 +Total 6329 5592 5583 5087 4309 4290 3101 34291 +Coverage 0.184567 0.163075 0.162812 0.148348 0.12566 0.125106 0.0904319 + +% target value more + occupation +hours_per_week {Prof-specialty} {Sales, Tech-support, Protective-serv} {Adm-clerical, Transport-moving} {Other-service, Handlers-cleaners, Priv-house-serv} {Craft-repair} {Exec-managerial} {Machine-op-inspct, Farming-fishing} +]-inf;30.5] 0.117862 0.0659898 0.0675676 0.0121173 0.0378788 0.197761 0.0145455 +]30.5;38.5] 0.316981 0.143852 0.0929368 0.0397924 0.0956938 0.284444 0.0377358 +]38.5;43.5] 0.324903 0.270949 0.148521 0.0558511 0.210995 0.391937 0.10286 +]43.5;+inf[ 0.527107 0.431233 0.272964 0.0992701 0.319234 0.607161 0.18139 + +Cells 28 +Cell Id hours_per_week occupation less more Interest Frequency Coverage +C24 ]43.5;+inf[ {Exec-managerial} 0.392839 0.607161 0.226646 2011 0.0586451 +C4 ]43.5;+inf[ {Prof-specialty} 0.472893 0.527107 0.131692 1863 0.0543291 +C13 ]-inf;30.5] {Other-service, Handlers-cleaners, Priv-house-serv} 0.987883 0.0121173 0.126886 1568 0.0457263 +C15 ]38.5;43.5] {Other-service, Handlers-cleaners, Priv-house-serv} 0.944149 0.0558511 0.100664 2256 0.0657899 +C8 ]43.5;+inf[ {Sales, Tech-support, Protective-serv} 0.568767 0.431233 0.0598945 1825 0.053221 +C27 ]38.5;43.5] {Machine-op-inspct, Farming-fishing} 0.89714 0.10286 0.0402737 1818 0.0530168 +C5 ]-inf;30.5] {Sales, Tech-support, Protective-serv} 0.93401 0.0659898 0.0381888 985 0.0287247 +C23 ]38.5;43.5] {Exec-managerial} 0.608063 0.391937 0.0379391 1786 0.0520836 +C14 ]30.5;38.5] {Other-service, Handlers-cleaners, Priv-house-serv} 0.960208 0.0397924 0.0320294 578 0.0168557 +C9 ]-inf;30.5] {Adm-clerical, Transport-moving} 0.932432 0.0675676 0.0308646 814 0.023738 +C11 ]38.5;43.5] {Adm-clerical, Transport-moving} 0.851479 0.148521 0.0278335 3077 0.089732 +C1 ]-inf;30.5] {Prof-specialty} 0.882138 0.117862 0.0233062 1366 0.0398355 +C25 ]-inf;30.5] {Machine-op-inspct, Farming-fishing} 0.985455 0.0145455 0.0214844 275 0.0080196 +C3 ]38.5;43.5] {Prof-specialty} 0.675097 0.324903 0.0180826 2570 0.0749468 +C16 ]43.5;+inf[ {Other-service, Handlers-cleaners, Priv-house-serv} 0.90073 0.0992701 0.0160972 685 0.0199761 +C17 ]-inf;30.5] {Craft-repair} 0.962121 0.0378788 0.0150083 264 0.00769881 +C10 ]30.5;38.5] {Adm-clerical, Transport-moving} 0.907063 0.0929368 0.0139909 538 0.0156892 +C26 ]30.5;38.5] {Machine-op-inspct, Farming-fishing} 0.962264 0.0377358 0.00905639 159 0.00463679 +C20 ]43.5;+inf[ {Craft-repair} 0.680766 0.319234 0.00772995 1253 0.0365402 +C18 ]30.5;38.5] {Craft-repair} 0.904306 0.0956938 0.0052028 209 0.00609489 +C6 ]30.5;38.5] {Sales, Tech-support, Protective-serv} 0.856148 0.143852 0.00434355 431 0.0125689 +C2 ]30.5;38.5] {Prof-specialty} 0.683019 0.316981 0.00309504 530 0.015456 +C28 ]43.5;+inf[ {Machine-op-inspct, Farming-fishing} 0.81861 0.18139 0.00295824 849 0.0247587 +C7 ]38.5;43.5] {Sales, Tech-support, Protective-serv} 0.729051 0.270949 0.00244465 2351 0.0685603 +C19 ]38.5;43.5] {Craft-repair} 0.789005 0.210995 0.00200853 2583 0.0753259 +C12 ]43.5;+inf[ {Adm-clerical, Transport-moving} 0.727036 0.272964 0.0013507 1154 0.0336531 +C21 ]-inf;30.5] {Exec-managerial} 0.802239 0.197761 0.000465294 268 0.00781546 +C22 ]30.5;38.5] {Exec-managerial} 0.715556 0.284444 0.000462749 225 0.00656149 + Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R59 +Variables + Type Name + Numerical capital_gain + Categorical occupation + +Variables stats +capital_gain +Interval Frequency Coverage +]-inf;57] 31420 0.916275 +]57;3048] 492 0.0143478 +]3048;3120] 110 0.00320784 +]3120;4240] 320 0.00933189 +]4240;4400] 70 0.00204135 +]4400;4668] 77 0.00224549 +]4668;4826] 29 0.000845703 +]4826;5119] 109 0.00317868 +]5119;5310] 104 0.00303287 +]5310;6457] 33 0.000962352 +]6457;7070] 56 0.00163308 +]7070;10543] 690 0.0201219 +]10543;10585] 8 0.000233297 +]10585;30900] 580 0.0169141 +]30900;70000] 7 0.000204135 +]70000;+inf[ 186 0.00542416 +occupation +Group Frequency Coverage Size Value list +{Craft-repair, Sales, Transport-moving} 9877 0.288035 3 Craft-repair Sales Transport-moving +{Prof-specialty, Tech-support, Protective-serv, ...} 8062 0.235105 4 Prof-specialty Tech-support Protective-serv Armed-Forces * +{Adm-clerical, Machine-op-inspct, Farming-fishing} 6988 0.203785 3 Adm-clerical Machine-op-inspct Farming-fishing +{Other-service, Handlers-cleaners, Priv-house-serv} 5074 0.147969 3 Other-service Handlers-cleaners Priv-house-serv +{Exec-managerial} 4290 0.125106 1 Exec-managerial + +Cell frequencies + occupation +capital_gain {Craft-repair, Sales, Transport-moving} {Prof-specialty, Tech-support, Protective-serv, ...} {Adm-clerical, Machine-op-inspct, Farming-fishing} {Other-service, Handlers-cleaners, Priv-house-serv} {Exec-managerial} Total Coverage +]-inf;57] 9096 7184 6549 4888 3703 31420 0.916275 +]57;3048] 127 116 119 82 48 492 0.0143478 +]3048;3120] 42 31 13 6 18 110 0.00320784 +]3120;4240] 101 72 79 35 33 320 0.00933189 +]4240;4400] 24 13 18 3 12 70 0.00204135 +]4400;4668] 18 23 14 11 11 77 0.00224549 +]4668;4826] 6 16 2 1 4 29 0.000845703 +]4826;5119] 34 38 17 8 12 109 0.00317868 +]5119;5310] 45 22 19 1 17 104 0.00303287 +]5310;6457] 6 9 11 1 6 33 0.000962352 +]6457;7070] 14 19 13 3 7 56 0.00163308 +]7070;10543] 181 223 88 22 176 690 0.0201219 +]10543;10585] 5 1 0 1 1 8 0.000233297 +]10585;30900] 137 210 36 7 190 580 0.0169141 +]30900;70000] 0 2 2 1 2 7 0.000204135 +]70000;+inf[ 41 83 8 4 50 186 0.00542416 +Total 9877 8062 6988 5074 4290 34291 +Coverage 0.288035 0.235105 0.203785 0.147969 0.125106 + +% target value more + occupation +capital_gain {Craft-repair, Sales, Transport-moving} {Prof-specialty, Tech-support, Protective-serv, ...} {Adm-clerical, Machine-op-inspct, Farming-fishing} {Other-service, Handlers-cleaners, Priv-house-serv} {Exec-managerial} +]-inf;57] 0.207564 0.285774 0.107192 0.0386661 0.42344 +]57;3048] 0 0 0 0 0 +]3048;3120] 0.928571 0.935484 1 0.666667 1 +]3120;4240] 0 0 0 0 0 +]4240;4400] 0.833333 0.923077 0.888889 1 0.75 +]4400;4668] 0 0 0 0 0 +]4668;4826] 1 1 1 1 1 +]4826;5119] 0.0294118 0.105263 0 0 0.166667 +]5119;5310] 1 1 1 1 1 +]5310;6457] 0.5 0.444444 0.545455 1 0.5 +]6457;7070] 0.0714286 0.157895 0 0 0.142857 +]7070;10543] 0.994475 0.986547 0.977273 1 1 +]10543;10585] 0 0 0 0 0 +]10585;30900] 1 1 0.972222 1 1 +]30900;70000] 0 0 0 0 0 +]70000;+inf[ 1 1 1 1 1 + +Cells 78 +Cell Id capital_gain occupation less more Interest Frequency Coverage +C49 ]-inf;57] {Other-service, Handlers-cleaners, Priv-house-serv} 0.961334 0.0386661 0.179121 4888 0.142545 +C33 ]-inf;57] {Adm-clerical, Machine-op-inspct, Farming-fishing} 0.892808 0.107192 0.0878631 6549 0.190983 +C65 ]-inf;57] {Exec-managerial} 0.57656 0.42344 0.0731806 3703 0.107988 +C30 ]10585;30900] {Prof-specialty, Tech-support, Protective-serv, ...} 0 1 0.0718729 210 0.00612406 +C28 ]7070;10543] {Prof-specialty, Tech-support, Protective-serv, ...} 0.0134529 0.986547 0.0716941 223 0.00650316 +C78 ]10585;30900] {Exec-managerial} 0 1 0.0650279 190 0.00554081 +C76 ]7070;10543] {Exec-managerial} 0 1 0.0602363 176 0.00513254 +C12 ]7070;10543] {Craft-repair, Sales, Transport-moving} 0.00552486 0.994475 0.0601915 181 0.00527835 +C14 ]10585;30900] {Craft-repair, Sales, Transport-moving} 0 1 0.0468885 137 0.00399522 +C32 ]70000;+inf[ {Prof-specialty, Tech-support, Protective-serv, ...} 0 1 0.0284069 83 0.00242046 +C44 ]7070;10543] {Adm-clerical, Machine-op-inspct, Farming-fishing} 0.0227273 0.977273 0.0272853 88 0.00256627 +C80 ]70000;+inf[ {Exec-managerial} 0 1 0.0171126 50 0.00145811 +C9 ]5119;5310] {Craft-repair, Sales, Transport-moving} 0 1 0.0154013 45 0.0013123 +C16 ]70000;+inf[ {Craft-repair, Sales, Transport-moving} 0 1 0.0140323 41 0.00119565 +C3 ]3048;3120] {Craft-repair, Sales, Transport-moving} 0.0714286 0.928571 0.0109633 42 0.00122481 +C46 ]10585;30900] {Adm-clerical, Machine-op-inspct, Farming-fishing} 0.0277778 0.972222 0.0109532 36 0.00104984 +C17 ]-inf;57] {Prof-specialty, Tech-support, Protective-serv, ...} 0.714226 0.285774 0.0101772 7184 0.209501 +C19 ]3048;3120] {Prof-specialty, Tech-support, Protective-serv, ...} 0.0645161 0.935484 0.00828529 31 0.000904027 +C2 ]57;3048] {Craft-repair, Sales, Transport-moving} 1 0 0.00825402 127 0.0037036 +C34 ]57;3048] {Adm-clerical, Machine-op-inspct, Farming-fishing} 1 0 0.00773408 119 0.0034703 +C18 ]57;3048] {Prof-specialty, Tech-support, Protective-serv, ...} 1 0 0.0075391 116 0.00338281 +C25 ]5119;5310] {Prof-specialty, Tech-support, Protective-serv, ...} 0 1 0.00752954 22 0.000641568 +C60 ]7070;10543] {Other-service, Handlers-cleaners, Priv-house-serv} 0 1 0.00752954 22 0.000641568 +C4 ]3120;4240] {Craft-repair, Sales, Transport-moving} 1 0 0.00656422 101 0.00294538 +C41 ]5119;5310] {Adm-clerical, Machine-op-inspct, Farming-fishing} 0 1 0.00650279 19 0.000554081 +C67 ]3048;3120] {Exec-managerial} 0 1 0.00616053 18 0.000524919 +C1 ]-inf;57] {Craft-repair, Sales, Transport-moving} 0.792436 0.207564 0.00585636 9096 0.265259 +C73 ]5119;5310] {Exec-managerial} 0 1 0.00581828 17 0.000495757 +C23 ]4668;4826] {Prof-specialty, Tech-support, Protective-serv, ...} 0 1 0.00547603 16 0.000466595 +C50 ]57;3048] {Other-service, Handlers-cleaners, Priv-house-serv} 1 0 0.00532936 82 0.0023913 +C36 ]3120;4240] {Adm-clerical, Machine-op-inspct, Farming-fishing} 1 0 0.00513439 79 0.00230381 +C20 ]3120;4240] {Prof-specialty, Tech-support, Protective-serv, ...} 1 0 0.00467944 72 0.00209968 +C5 ]4240;4400] {Craft-repair, Sales, Transport-moving} 0.166667 0.833333 0.00452403 24 0.000699892 +C35 ]3048;3120] {Adm-clerical, Machine-op-inspct, Farming-fishing} 0 1 0.00444927 13 0.000379108 +C37 ]4240;4400] {Adm-clerical, Machine-op-inspct, Farming-fishing} 0.111111 0.888889 0.00410734 18 0.000524919 +C21 ]4240;4400] {Prof-specialty, Tech-support, Protective-serv, ...} 0.0769231 0.923077 0.00333055 13 0.000379108 +C66 ]57;3048] {Exec-managerial} 1 0 0.00311963 48 0.00139978 +C48 ]70000;+inf[ {Adm-clerical, Machine-op-inspct, Farming-fishing} 0 1 0.00273802 8 0.000233297 +C62 ]10585;30900] {Other-service, Handlers-cleaners, Priv-house-serv} 0 1 0.00239576 7 0.000204135 +C52 ]3120;4240] {Other-service, Handlers-cleaners, Priv-house-serv} 1 0 0.00227473 35 0.00102068 +C68 ]3120;4240] {Exec-managerial} 1 0 0.00214474 33 0.000962352 +C7 ]4668;4826] {Craft-repair, Sales, Transport-moving} 0 1 0.00205351 6 0.000174973 +C69 ]4240;4400] {Exec-managerial} 0.25 0.75 0.00166461 12 0.000349946 +C22 ]4400;4668] {Prof-specialty, Tech-support, Protective-serv, ...} 1 0 0.00149482 23 0.00067073 +C8 ]4826;5119] {Craft-repair, Sales, Transport-moving} 0.970588 0.0294118 0.00141018 34 0.000991514 +C71 ]4668;4826] {Exec-managerial} 0 1 0.00136901 4 0.000116649 +C64 ]70000;+inf[ {Other-service, Handlers-cleaners, Priv-house-serv} 0 1 0.00136901 4 0.000116649 +C6 ]4400;4668] {Craft-repair, Sales, Transport-moving} 1 0 0.00116986 18 0.000524919 +C40 ]4826;5119] {Adm-clerical, Machine-op-inspct, Farming-fishing} 1 0 0.00110487 17 0.000495757 +C53 ]4240;4400] {Other-service, Handlers-cleaners, Priv-house-serv} 0 1 0.00102676 3 8.74865e-05 +C38 ]4400;4668] {Adm-clerical, Machine-op-inspct, Farming-fishing} 1 0 0.000909892 14 0.00040827 +C43 ]6457;7070] {Adm-clerical, Machine-op-inspct, Farming-fishing} 1 0 0.000844899 13 0.000379108 +C54 ]4400;4668] {Other-service, Handlers-cleaners, Priv-house-serv} 1 0 0.000714915 11 0.000320784 +C70 ]4400;4668] {Exec-managerial} 1 0 0.000714915 11 0.000320784 +C39 ]4668;4826] {Adm-clerical, Machine-op-inspct, Farming-fishing} 0 1 0.000684504 2 5.83243e-05 +C51 ]3048;3120] {Other-service, Handlers-cleaners, Priv-house-serv} 0.333333 0.666667 0.000587445 6 0.000174973 +C42 ]5310;6457] {Adm-clerical, Machine-op-inspct, Farming-fishing} 0.454545 0.545455 0.000569478 11 0.000320784 +C24 ]4826;5119] {Prof-specialty, Tech-support, Protective-serv, ...} 0.894737 0.105263 0.000526757 38 0.00110816 +C56 ]4826;5119] {Other-service, Handlers-cleaners, Priv-house-serv} 1 0 0.000519938 8 0.000233297 +C55 ]4668;4826] {Other-service, Handlers-cleaners, Priv-house-serv} 0 1 0.000342252 1 2.91622e-05 +C57 ]5119;5310] {Other-service, Handlers-cleaners, Priv-house-serv} 0 1 0.000342252 1 2.91622e-05 +C58 ]5310;6457] {Other-service, Handlers-cleaners, Priv-house-serv} 0 1 0.000342252 1 2.91622e-05 +C11 ]6457;7070] {Craft-repair, Sales, Transport-moving} 0.928571 0.0714286 0.000327309 14 0.00040827 +C13 ]10543;10585] {Craft-repair, Sales, Transport-moving} 1 0 0.000324961 5 0.000145811 +C10 ]5310;6457] {Craft-repair, Sales, Transport-moving} 0.5 0.5 0.000229082 6 0.000174973 +C74 ]5310;6457] {Exec-managerial} 0.5 0.5 0.000229082 6 0.000174973 +C26 ]5310;6457] {Prof-specialty, Tech-support, Protective-serv, ...} 0.555556 0.444444 0.000218281 9 0.00026246 +C59 ]6457;7070] {Other-service, Handlers-cleaners, Priv-house-serv} 1 0 0.000194977 3 8.74865e-05 +C31 ]30900;70000] {Prof-specialty, Tech-support, Protective-serv, ...} 1 0 0.000129985 2 5.83243e-05 +C47 ]30900;70000] {Adm-clerical, Machine-op-inspct, Farming-fishing} 1 0 0.000129985 2 5.83243e-05 +C79 ]30900;70000] {Exec-managerial} 1 0 0.000129985 2 5.83243e-05 +C27 ]6457;7070] {Prof-specialty, Tech-support, Protective-serv, ...} 0.842105 0.157895 8.86544e-05 19 0.000554081 +C29 ]10543;10585] {Prof-specialty, Tech-support, Protective-serv, ...} 1 0 6.49923e-05 1 2.91622e-05 +C61 ]10543;10585] {Other-service, Handlers-cleaners, Priv-house-serv} 1 0 6.49923e-05 1 2.91622e-05 +C77 ]10543;10585] {Exec-managerial} 1 0 6.49923e-05 1 2.91622e-05 +C63 ]30900;70000] {Other-service, Handlers-cleaners, Priv-house-serv} 1 0 6.49923e-05 1 2.91622e-05 +C75 ]6457;7070] {Exec-managerial} 0.857143 0.142857 4.69939e-05 7 0.000204135 +C72 ]4826;5119] {Exec-managerial} 0.833333 0.166667 4.39364e-05 12 0.000349946 + Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R60 +Variables + Type Name + Numerical capital_gain + Categorical relationship + +Variables stats +capital_gain +Interval Frequency Coverage +]-inf;57] 31420 0.916275 +]57;3048] 492 0.0143478 +]3048;3120] 110 0.00320784 +]3120;4240] 320 0.00933189 +]4240;4400] 70 0.00204135 +]4400;4668] 77 0.00224549 +]4668;4826] 29 0.000845703 +]4826;5119] 109 0.00317868 +]5119;6457] 137 0.00399522 +]6457;7070] 56 0.00163308 +]7070;10543] 690 0.0201219 +]10543;10585] 8 0.000233297 +]10585;30900] 580 0.0169141 +]30900;70000] 7 0.000204135 +]70000;+inf[ 186 0.00542416 +relationship +Group Frequency Coverage Size Value list +{Husband, Wife} 15382 0.448573 2 Husband Wife +{Not-in-family} 8868 0.25861 1 Not-in-family +{Own-child, Other-relative} 6420 0.187221 2 Own-child Other-relative * +{Unmarried} 3621 0.105596 1 Unmarried + +Cell frequencies + relationship +capital_gain {Husband, Wife} {Not-in-family} {Own-child, Other-relative} {Unmarried} Total Coverage +]-inf;57] 13512 8268 6222 3418 31420 0.916275 +]57;3048] 144 157 112 79 492 0.0143478 +]3048;3120] 110 0 0 0 110 0.00320784 +]3120;4240] 186 93 25 16 320 0.00933189 +]4240;4400] 69 0 1 0 70 0.00204135 +]4400;4668] 15 46 13 3 77 0.00224549 +]4668;4826] 0 23 2 4 29 0.000845703 +]4826;5119] 81 17 2 9 109 0.00317868 +]5119;6457] 116 4 3 14 137 0.00399522 +]6457;7070] 8 25 7 16 56 0.00163308 +]7070;10543] 561 85 16 28 690 0.0201219 +]10543;10585] 8 0 0 0 8 0.000233297 +]10585;30900] 416 127 9 28 580 0.0169141 +]30900;70000] 2 1 4 0 7 0.000204135 +]70000;+inf[ 154 22 4 6 186 0.00542416 +Total 15382 8868 6420 3621 34291 +Coverage 0.448573 0.25861 0.187221 0.105596 + +% target value more + relationship +capital_gain {Husband, Wife} {Not-in-family} {Own-child, Other-relative} {Unmarried} +]-inf;57] 0.409784 0.0760764 0.0123754 0.0459333 +]57;3048] 0 0 0 0 +]3048;3120] 0.936364 0 0 0 +]3120;4240] 0 0 0 0 +]4240;4400] 0.855072 0 1 0 +]4400;4668] 0 0 0 0 +]4668;4826] 0 1 1 1 +]4826;5119] 0 0 0 0.777778 +]5119;6457] 1 0.5 1 0 +]6457;7070] 0.5 0 0 0.0625 +]7070;10543] 1 0.976471 1 0.857143 +]10543;10585] 0 0 0 0 +]10585;30900] 0.997596 1 1 1 +]30900;70000] 0 0 0 0 +]70000;+inf[ 1 1 1 1 + +Cells 50 +Cell Id capital_gain relationship less more Interest Frequency Coverage +C31 ]-inf;57] {Own-child, Other-relative} 0.987625 0.0123754 0.216885 6222 0.181447 +C1 ]-inf;57] {Husband, Wife} 0.590216 0.409784 0.153131 13512 0.394039 +C11 ]7070;10543] {Husband, Wife} 0 1 0.127446 561 0.01636 +C16 ]-inf;57] {Not-in-family} 0.923924 0.0760764 0.119972 8268 0.241113 +C13 ]10585;30900] {Husband, Wife} 0.00240385 0.997596 0.0932077 416 0.0121315 +C46 ]-inf;57] {Unmarried} 0.954067 0.0459333 0.0754282 3418 0.0996763 +C15 ]70000;+inf[ {Husband, Wife} 0 1 0.0349852 154 0.00449097 +C28 ]10585;30900] {Not-in-family} 0 1 0.0288514 127 0.0037036 +C9 ]5119;6457] {Husband, Wife} 0 1 0.0263525 116 0.00338281 +C3 ]3048;3120] {Husband, Wife} 0.0636364 0.936364 0.0195734 110 0.00320784 +C26 ]7070;10543] {Not-in-family} 0.0235294 0.976471 0.0174407 85 0.00247878 +C5 ]4240;4400] {Husband, Wife} 0.144928 0.855072 0.00931119 69 0.00201219 +C4 ]3120;4240] {Husband, Wife} 1 0 0.00802402 186 0.00542416 +C17 ]57;3048] {Not-in-family} 1 0 0.00677296 157 0.00457846 +C58 ]10585;30900] {Unmarried} 0 1 0.00636094 28 0.000816541 +C2 ]57;3048] {Husband, Wife} 1 0 0.00621214 144 0.00419935 +C22 ]4668;4826] {Not-in-family} 0 1 0.00522506 23 0.00067073 +C30 ]70000;+inf[ {Not-in-family} 0 1 0.00499788 22 0.000641568 +C32 ]57;3048] {Own-child, Other-relative} 1 0 0.00483167 112 0.00326616 +C19 ]3120;4240] {Not-in-family} 1 0 0.00401201 93 0.00271208 +C56 ]7070;10543] {Unmarried} 0.142857 0.857143 0.0038055 28 0.000816541 +C41 ]7070;10543] {Own-child, Other-relative} 0 1 0.00363482 16 0.000466595 +C8 ]4826;5119] {Husband, Wife} 1 0 0.00349433 81 0.00236214 +C47 ]57;3048] {Unmarried} 1 0 0.00340805 79 0.00230381 +C43 ]10585;30900] {Own-child, Other-relative} 0 1 0.00204459 9 0.00026246 +C21 ]4400;4668] {Not-in-family} 1 0 0.00198443 46 0.00134146 +C60 ]70000;+inf[ {Unmarried} 0 1 0.00136306 6 0.000174973 +C34 ]3120;4240] {Own-child, Other-relative} 1 0 0.0010785 25 0.000729054 +C25 ]6457;7070] {Not-in-family} 1 0 0.0010785 25 0.000729054 +C53 ]4826;5119] {Unmarried} 0.222222 0.777778 0.000921223 9 0.00026246 +C52 ]4668;4826] {Unmarried} 0 1 0.000908705 4 0.000116649 +C45 ]70000;+inf[ {Own-child, Other-relative} 0 1 0.000908705 4 0.000116649 +C23 ]4826;5119] {Not-in-family} 1 0 0.000733378 17 0.000495757 +C49 ]3120;4240] {Unmarried} 1 0 0.000690238 16 0.000466595 +C39 ]5119;6457] {Own-child, Other-relative} 0 1 0.000681529 3 8.74865e-05 +C6 ]4400;4668] {Husband, Wife} 1 0 0.000647098 15 0.000437433 +C54 ]5119;6457] {Unmarried} 1 0 0.000603958 14 0.00040827 +C36 ]4400;4668] {Own-child, Other-relative} 1 0 0.000560818 13 0.000379108 +C37 ]4668;4826] {Own-child, Other-relative} 0 1 0.000454353 2 5.83243e-05 +C12 ]10543;10585] {Husband, Wife} 1 0 0.000345119 8 0.000233297 +C40 ]6457;7070] {Own-child, Other-relative} 1 0 0.000301979 7 0.000204135 +C55 ]6457;7070] {Unmarried} 0.9375 0.0625 0.000281641 16 0.000466595 +C35 ]4240;4400] {Own-child, Other-relative} 0 1 0.000227176 1 2.91622e-05 +C10 ]6457;7070] {Husband, Wife} 0.5 0.5 0.000202744 8 0.000233297 +C44 ]30900;70000] {Own-child, Other-relative} 1 0 0.000172559 4 0.000116649 +C51 ]4400;4668] {Unmarried} 1 0 0.00012942 3 8.74865e-05 +C24 ]5119;6457] {Not-in-family} 0.5 0.5 0.000101372 4 0.000116649 +C38 ]4826;5119] {Own-child, Other-relative} 1 0 8.62797e-05 2 5.83243e-05 +C14 ]30900;70000] {Husband, Wife} 1 0 8.62797e-05 2 5.83243e-05 +C29 ]30900;70000] {Not-in-family} 1 0 4.31399e-05 1 2.91622e-05 + Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R61 +Variables + Type Name + Categorical education + Numerical hours_per_week + +Variables stats +education +Group Frequency Coverage Size Value list +{HS-grad} 11102 0.323758 1 HS-grad +{Some-college} 7645 0.222945 1 Some-college +{Bachelors} 5645 0.16462 1 Bachelors +{11th, 10th, 7th-8th, ...} 4482 0.130705 8 11th 10th 7th-8th 9th 12th 5th-6th 1st-4th * +{Assoc-voc, Assoc-acdm} 2586 0.0754134 2 Assoc-voc Assoc-acdm +{Masters} 1842 0.0537167 1 Masters +{Prof-school, Doctorate} 989 0.0288414 2 Prof-school Doctorate +hours_per_week +Interval Frequency Coverage +]-inf;31.5] 5549 0.161821 +]31.5;37.5] 2139 0.0623779 +]37.5;43.5] 16963 0.494678 +]43.5;+inf[ 9640 0.281123 + +Cell frequencies + hours_per_week +education ]-inf;31.5] ]31.5;37.5] ]37.5;43.5] ]43.5;+inf[ Total Coverage +{HS-grad} 1457 725 6176 2744 11102 0.323758 +{Some-college} 1669 486 3644 1846 7645 0.222945 +{Bachelors} 588 293 2590 2174 5645 0.16462 +{11th, 10th, 7th-8th, ...} 1238 312 2169 763 4482 0.130705 +{Assoc-voc, Assoc-acdm} 309 177 1355 745 2586 0.0754134 +{Masters} 189 96 755 802 1842 0.0537167 +{Prof-school, Doctorate} 99 50 274 566 989 0.0288414 +Total 5549 2139 16963 9640 34291 +Coverage 0.161821 0.0623779 0.494678 0.281123 + +% target value more + hours_per_week +education ]-inf;31.5] ]31.5;37.5] ]37.5;43.5] ]43.5;+inf[ +{HS-grad} 0.0425532 0.057931 0.152526 0.257289 +{Some-college} 0.0413421 0.102881 0.19292 0.333694 +{Bachelors} 0.181973 0.266212 0.363707 0.556578 +{11th, 10th, 7th-8th, ...} 0.0105008 0.0384615 0.054864 0.145478 +{Assoc-voc, Assoc-acdm} 0.0970874 0.141243 0.2369 0.390604 +{Masters} 0.243386 0.520833 0.486093 0.669576 +{Prof-school, Doctorate} 0.414141 0.8 0.686131 0.805654 + +Cells 28 +Cell Id education hours_per_week less more Interest Frequency Coverage +C24 {Bachelors} ]43.5;+inf[ 0.443422 0.556578 0.162405 2174 0.0633986 +C28 {Prof-school, Doctorate} ]43.5;+inf[ 0.194346 0.805654 0.13038 566 0.0165058 +C27 {Masters} ]43.5;+inf[ 0.330424 0.669576 0.107283 802 0.0233881 +C4 {11th, 10th, 7th-8th, ...} ]-inf;31.5] 0.989499 0.0105008 0.0901329 1238 0.0361028 +C18 {11th, 10th, 7th-8th, ...} ]37.5;43.5] 0.945136 0.054864 0.0861692 2169 0.0632527 +C2 {Some-college} ]-inf;31.5] 0.958658 0.0413421 0.0795745 1669 0.0486717 +C1 {HS-grad} ]-inf;31.5] 0.957447 0.0425532 0.0683498 1457 0.0424893 +C15 {HS-grad} ]37.5;43.5] 0.847474 0.152526 0.0445447 6176 0.180106 +C21 {Prof-school, Doctorate} ]37.5;43.5] 0.313869 0.686131 0.0394348 274 0.00799043 +C20 {Masters} ]37.5;43.5] 0.513907 0.486093 0.0350396 755 0.0220174 +C17 {Bachelors} ]37.5;43.5] 0.636293 0.363707 0.0327334 2590 0.07553 +C8 {HS-grad} ]31.5;37.5] 0.942069 0.057931 0.0276175 725 0.0211426 +C11 {11th, 10th, 7th-8th, ...} ]31.5;37.5] 0.961538 0.0384615 0.0154596 312 0.0090986 +C23 {Some-college} ]43.5;+inf[ 0.666306 0.333694 0.0137611 1846 0.0538334 +C26 {Assoc-voc, Assoc-acdm} ]43.5;+inf[ 0.609396 0.390604 0.0136714 745 0.0217258 +C14 {Prof-school, Doctorate} ]31.5;37.5] 0.2 0.8 0.0112842 50 0.00145811 +C9 {Some-college} ]31.5;37.5] 0.897119 0.102881 0.00945397 486 0.0141728 +C16 {Some-college} ]37.5;43.5] 0.80708 0.19292 0.00700001 3644 0.106267 +C5 {Assoc-voc, Assoc-acdm} ]-inf;31.5] 0.902913 0.0970874 0.00660771 309 0.00901111 +C25 {11th, 10th, 7th-8th, ...} ]43.5;+inf[ 0.854522 0.145478 0.00650857 763 0.0222507 +C13 {Masters} ]31.5;37.5] 0.479167 0.520833 0.00571716 96 0.00279957 +C7 {Prof-school, Doctorate} ]-inf;31.5] 0.585859 0.414141 0.00239119 99 0.00288705 +C3 {Bachelors} ]-inf;31.5] 0.818027 0.181973 0.00176182 588 0.0171474 +C12 {Assoc-voc, Assoc-acdm} ]31.5;37.5] 0.858757 0.141243 0.00166091 177 0.0051617 +C22 {HS-grad} ]43.5;+inf[ 0.742711 0.257289 0.00085528 2744 0.080021 +C10 {Bachelors} ]31.5;37.5] 0.733788 0.266212 0.000196252 293 0.00854452 +C6 {Masters} ]-inf;31.5] 0.756614 0.243386 4.19282e-06 189 0.00551165 +C19 {Assoc-voc, Assoc-acdm} ]37.5;43.5] 0.7631 0.2369 2.6034e-06 1355 0.0395147 + Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R62 +Variables + Type Name + Numerical age + Numerical education_num + +Variables stats +age +Interval Frequency Coverage +]-inf;23.5] 5097 0.14864 +]23.5;27.5] 3377 0.0984807 +]27.5;30.5] 2635 0.0768423 +]30.5;35.5] 4631 0.13505 +]35.5;46.5] 9055 0.264063 +]46.5;61.5] 7234 0.210959 +]61.5;+inf[ 2262 0.0659648 +education_num +Interval Frequency Coverage +]-inf;8.5] 4482 0.130705 +]8.5;9.5] 11102 0.323758 +]9.5;12.5] 10231 0.298358 +]12.5;14.5] 7487 0.218337 +]14.5;+inf[ 989 0.0288414 + +Cell frequencies + education_num +age ]-inf;8.5] ]8.5;9.5] ]9.5;12.5] ]12.5;14.5] ]14.5;+inf[ Total Coverage +]-inf;23.5] 1157 1447 2163 330 0 5097 0.14864 +]23.5;27.5] 341 1090 1019 898 29 3377 0.0984807 +]27.5;30.5] 265 881 798 641 50 2635 0.0768423 +]30.5;35.5] 462 1634 1342 1079 114 4631 0.13505 +]35.5;46.5] 740 2798 2694 2451 372 9055 0.264063 +]46.5;61.5] 1009 2513 1744 1661 307 7234 0.210959 +]61.5;+inf[ 508 739 471 427 117 2262 0.0659648 +Total 4482 11102 10231 7487 989 34291 +Coverage 0.130705 0.323758 0.298358 0.218337 0.0288414 + +% target value more + education_num +age ]-inf;8.5] ]8.5;9.5] ]9.5;12.5] ]12.5;14.5] ]14.5;+inf[ +]-inf;23.5] 0.00518583 0.00414651 0.00785945 0.0181818 0 +]23.5;27.5] 0.0205279 0.0458716 0.0765456 0.0946548 0.241379 +]27.5;30.5] 0.0301887 0.0953462 0.14411 0.319813 0.36 +]30.5;35.5] 0.0324675 0.134639 0.21535 0.436515 0.692982 +]35.5;46.5] 0.0891892 0.212652 0.31366 0.551204 0.801075 +]46.5;61.5] 0.112983 0.274174 0.37844 0.617098 0.807818 +]61.5;+inf[ 0.0767717 0.146143 0.214437 0.454333 0.641026 + +Cells 34 +Cell Id age education_num less more Interest Frequency Coverage +C26 ]35.5;46.5] ]12.5;14.5] 0.448796 0.551204 0.13776 2451 0.0714765 +C27 ]46.5;61.5] ]12.5;14.5] 0.382902 0.617098 0.134479 1661 0.0484384 +C15 ]-inf;23.5] ]9.5;12.5] 0.992141 0.00785945 0.127425 2163 0.0630778 +C8 ]-inf;23.5] ]8.5;9.5] 0.995853 0.00414651 0.0905719 1447 0.0421977 +C1 ]-inf;23.5] ]-inf;8.5] 0.994814 0.00518583 0.0711557 1157 0.0337406 +C33 ]35.5;46.5] ]14.5;+inf[ 0.198925 0.801075 0.0655035 372 0.0108483 +C34 ]46.5;61.5] ]14.5;+inf[ 0.192182 0.807818 0.0553918 307 0.00895279 +C9 ]23.5;27.5] ]8.5;9.5] 0.954128 0.0458716 0.03801 1090 0.0317868 +C25 ]30.5;35.5] ]12.5;14.5] 0.563485 0.436515 0.0254519 1079 0.031466 +C16 ]23.5;27.5] ]9.5;12.5] 0.923454 0.0765456 0.0231861 1019 0.0297163 +C20 ]46.5;61.5] ]9.5;12.5] 0.62156 0.37844 0.0212051 1744 0.0508588 +C4 ]30.5;35.5] ]-inf;8.5] 0.967532 0.0324675 0.0192756 462 0.0134729 +C2 ]23.5;27.5] ]-inf;8.5] 0.979472 0.0205279 0.0167232 341 0.0099443 +C22 ]-inf;23.5] ]12.5;14.5] 0.981818 0.0181818 0.0167191 330 0.00962352 +C23 ]23.5;27.5] ]12.5;14.5] 0.905345 0.0946548 0.0155157 898 0.0261876 +C10 ]27.5;30.5] ]8.5;9.5] 0.904654 0.0953462 0.0150555 881 0.0256919 +C5 ]35.5;46.5] ]-inf;8.5] 0.910811 0.0891892 0.0139279 740 0.02158 +C11 ]30.5;35.5] ]8.5;9.5] 0.865361 0.134639 0.0137276 1634 0.047651 +C32 ]30.5;35.5] ]14.5;+inf[ 0.307018 0.692982 0.0131343 114 0.00332449 +C6 ]46.5;61.5] ]-inf;8.5] 0.887017 0.112983 0.0128301 1009 0.0294246 +C28 ]61.5;+inf[ ]12.5;14.5] 0.545667 0.454333 0.0118657 427 0.0124522 +C7 ]61.5;+inf[ ]-inf;8.5] 0.923228 0.0767717 0.0115208 508 0.0148144 +C3 ]27.5;30.5] ]-inf;8.5] 0.969811 0.0301887 0.0113993 265 0.00772798 +C35 ]61.5;+inf[ ]14.5;+inf[ 0.358974 0.641026 0.0106561 117 0.00341197 +C19 ]35.5;46.5] ]9.5;12.5] 0.68634 0.31366 0.00987566 2694 0.0785629 +C17 ]27.5;30.5] ]9.5;12.5] 0.85589 0.14411 0.00545818 798 0.0232714 +C14 ]61.5;+inf[ ]8.5;9.5] 0.853857 0.146143 0.00482472 739 0.0215508 +C24 ]27.5;30.5] ]12.5;14.5] 0.680187 0.319813 0.0027373 641 0.018693 +C13 ]46.5;61.5] ]8.5;9.5] 0.725826 0.274174 0.00214883 2513 0.0732845 +C12 ]35.5;46.5] ]8.5;9.5] 0.787348 0.212652 0.00130866 2798 0.0815958 +C18 ]30.5;35.5] ]9.5;12.5] 0.78465 0.21535 0.000501444 1342 0.0391356 +C31 ]27.5;30.5] ]14.5;+inf[ 0.64 0.36 0.000463568 50 0.00145811 +C21 ]61.5;+inf[ ]9.5;12.5] 0.785563 0.214437 0.000190408 471 0.0137354 +C30 ]23.5;27.5] ]14.5;+inf[ 0.758621 0.241379 1.80213e-07 29 0.000845703 + Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R63 +Variables + Type Name + Numerical education_num + Numerical hours_per_week + +Variables stats +education_num +Interval Frequency Coverage +]-inf;8.5] 4482 0.130705 +]8.5;9.5] 11102 0.323758 +]9.5;10.5] 7645 0.222945 +]10.5;12.5] 2586 0.0754134 +]12.5;13.5] 5645 0.16462 +]13.5;14.5] 1842 0.0537167 +]14.5;+inf[ 989 0.0288414 +hours_per_week +Interval Frequency Coverage +]-inf;30.5] 5540 0.161558 +]30.5;35.5] 1735 0.0505964 +]35.5;43.5] 17376 0.506722 +]43.5;+inf[ 9640 0.281123 + +Cell frequencies + hours_per_week +education_num ]-inf;30.5] ]30.5;35.5] ]35.5;43.5] ]43.5;+inf[ Total Coverage +]-inf;8.5] 1236 260 2223 763 4482 0.130705 +]8.5;9.5] 1454 583 6321 2744 11102 0.323758 +]9.5;10.5] 1669 401 3729 1846 7645 0.222945 +]10.5;12.5] 308 127 1406 745 2586 0.0754134 +]12.5;13.5] 587 245 2639 2174 5645 0.16462 +]13.5;14.5] 188 78 774 802 1842 0.0537167 +]14.5;+inf[ 98 41 284 566 989 0.0288414 +Total 5540 1735 17376 9640 34291 +Coverage 0.161558 0.0505964 0.506722 0.281123 + +% target value more + hours_per_week +education_num ]-inf;30.5] ]30.5;35.5] ]35.5;43.5] ]43.5;+inf[ +]-inf;8.5] 0.0105178 0.0384615 0.0544309 0.145478 +]8.5;9.5] 0.042641 0.0548885 0.150609 0.257289 +]9.5;10.5] 0.0413421 0.0922693 0.192009 0.333694 +]10.5;12.5] 0.0974026 0.110236 0.236131 0.390604 +]12.5;13.5] 0.182283 0.261224 0.362258 0.556578 +]13.5;14.5] 0.244681 0.564103 0.481912 0.669576 +]14.5;+inf[ 0.408163 0.780488 0.693662 0.805654 + +Cells 28 +Cell Id education_num hours_per_week less more Interest Frequency Coverage +C26 ]12.5;13.5] ]43.5;+inf[ 0.443422 0.556578 0.162562 2174 0.0633986 +C28 ]14.5;+inf[ ]43.5;+inf[ 0.194346 0.805654 0.130506 566 0.0165058 +C27 ]13.5;14.5] ]43.5;+inf[ 0.330424 0.669576 0.107386 802 0.0233881 +C1 ]-inf;8.5] ]-inf;30.5] 0.989482 0.0105178 0.0900512 1236 0.0360444 +C15 ]-inf;8.5] ]35.5;43.5] 0.945569 0.0544309 0.0889236 2223 0.0648275 +C3 ]9.5;10.5] ]-inf;30.5] 0.958658 0.0413421 0.0796514 1669 0.0486717 +C2 ]8.5;9.5] ]-inf;30.5] 0.957359 0.042641 0.0681946 1454 0.0424018 +C16 ]8.5;9.5] ]35.5;43.5] 0.849391 0.150609 0.0478234 6321 0.184334 +C21 ]14.5;+inf[ ]35.5;43.5] 0.306338 0.693662 0.0422649 284 0.00828206 +C20 ]13.5;14.5] ]35.5;43.5] 0.518088 0.481912 0.0348119 774 0.0225715 +C19 ]12.5;13.5] ]35.5;43.5] 0.637742 0.362258 0.0326472 2639 0.076959 +C9 ]8.5;9.5] ]30.5;35.5] 0.945111 0.0548885 0.0231758 583 0.0170015 +C24 ]9.5;10.5] ]43.5;+inf[ 0.666306 0.333694 0.0137744 1846 0.0538334 +C25 ]10.5;12.5] ]43.5;+inf[ 0.609396 0.390604 0.0136846 745 0.0217258 +C8 ]-inf;8.5] ]30.5;35.5] 0.961538 0.0384615 0.0128954 260 0.00758216 +C10 ]9.5;10.5] ]30.5;35.5] 0.907731 0.0922693 0.0092657 401 0.011694 +C14 ]14.5;+inf[ ]30.5;35.5] 0.219512 0.780488 0.00862066 41 0.00119565 +C17 ]9.5;10.5] ]35.5;43.5] 0.807991 0.192009 0.00746848 3729 0.108746 +C4 ]10.5;12.5] ]-inf;30.5] 0.902597 0.0974026 0.00655932 308 0.00898195 +C22 ]-inf;8.5] ]43.5;+inf[ 0.854522 0.145478 0.00651485 763 0.0222507 +C13 ]13.5;14.5] ]30.5;35.5] 0.435897 0.564103 0.006098 78 0.00227465 +C7 ]14.5;+inf[ ]-inf;30.5] 0.591837 0.408163 0.00221787 98 0.00285789 +C11 ]10.5;12.5] ]30.5;35.5] 0.889764 0.110236 0.00218246 127 0.0037036 +C5 ]12.5;13.5] ]-inf;30.5] 0.817717 0.182283 0.00174057 587 0.0171182 +C23 ]8.5;9.5] ]43.5;+inf[ 0.742711 0.257289 0.000856105 2744 0.080021 +C12 ]12.5;13.5] ]30.5;35.5] 0.738776 0.261224 0.000111165 245 0.00714473 +C6 ]13.5;14.5] ]-inf;30.5] 0.755319 0.244681 6.60036e-06 188 0.00548249 +C18 ]10.5;12.5] ]35.5;43.5] 0.763869 0.236131 6.27699e-06 1406 0.041002 + Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R64 +Variables + Type Name + Numerical age + Numerical capital_gain + +Variables stats +age +Interval Frequency Coverage +]-inf;21.5] 3294 0.0960602 +]21.5;24.5] 2633 0.076784 +]24.5;28.5] 3458 0.100843 +]28.5;36.5] 7308 0.213117 +]36.5;61.5] 15336 0.447231 +]61.5;+inf[ 2262 0.0659648 +capital_gain +Interval Frequency Coverage +]-inf;57] 31420 0.916275 +]57;3048] 492 0.0143478 +]3048;3120] 110 0.00320784 +]3120;4240] 320 0.00933189 +]4240;4400] 70 0.00204135 +]4400;4668] 77 0.00224549 +]4668;4970] 58 0.00169141 +]4970;5036] 78 0.00227465 +]5036;5310] 106 0.00309119 +]5310;7070] 89 0.00259543 +]7070;7436] 269 0.00784462 +]7436;7560] 4 0.000116649 +]7560;30900] 1005 0.029308 +]30900;70000] 7 0.000204135 +]70000;+inf[ 186 0.00542416 + +Cell frequencies + capital_gain +age ]-inf;57] ]57;3048] ]3048;3120] ]3120;4240] ]4240;4400] ]4400;4668] ]4668;4970] ]4970;5036] ]5036;5310] ]5310;7070] ]7070;7436] ]7436;7560] ]7560;30900] ]30900;70000] ]70000;+inf[ Total Coverage +]-inf;21.5] 3214 63 0 5 0 4 2 0 0 0 1 0 2 3 0 3294 0.0960602 +]21.5;24.5] 2571 36 0 7 0 3 1 1 1 1 2 0 7 0 3 2633 0.076784 +]24.5;28.5] 3271 57 9 42 2 11 4 5 7 10 10 0 24 1 5 3458 0.100843 +]28.5;36.5] 6750 94 23 86 17 20 12 18 23 14 69 2 159 1 20 7308 0.213117 +]36.5;61.5] 13700 127 75 145 49 36 35 52 72 34 184 2 679 1 145 15336 0.447231 +]61.5;+inf[ 1914 115 3 35 2 3 4 2 3 30 3 0 134 1 13 2262 0.0659648 +Total 31420 492 110 320 70 77 58 78 106 89 269 4 1005 7 186 34291 +Coverage 0.916275 0.0143478 0.00320784 0.00933189 0.00204135 0.00224549 0.00169141 0.00227465 0.00309119 0.00259543 0.00784462 0.000116649 0.029308 0.000204135 0.00542416 + +% target value more + capital_gain +age ]-inf;57] ]57;3048] ]3048;3120] ]3120;4240] ]4240;4400] ]4400;4668] ]4668;4970] ]4970;5036] ]5036;5310] ]5310;7070] ]7070;7436] ]7436;7560] ]7560;30900] ]30900;70000] ]70000;+inf[ +]-inf;21.5] 0.00124456 0 0 0 0 0 0 0 0 0 1 0 1 0 0 +]21.5;24.5] 0.0155581 0 0 0 0 0 1 0 0 0 1 0 1 0 1 +]24.5;28.5] 0.0837664 0 0.777778 0 1 0 0 0 0.857143 0 1 0 1 0 1 +]28.5;36.5] 0.198667 0 1 0 0.823529 0 0.583333 0 1 0 1 0 1 0 1 +]36.5;61.5] 0.320657 0 0.946667 0 0.857143 0 0.771429 0 1 0.0294118 1 0 0.998527 0 1 +]61.5;+inf[ 0.181818 0 0.666667 0 1 0 0.25 0 1 0.7 1 0 0.925373 0 1 + +Cells 77 +Cell Id age capital_gain less more Interest Frequency Coverage +C77 ]36.5;61.5] ]7560;30900] 0.00147275 0.998527 0.208056 679 0.0198011 +C1 ]-inf;21.5] ]-inf;57] 0.998755 0.00124456 0.183066 3214 0.0937272 +C2 ]21.5;24.5] ]-inf;57] 0.984442 0.0155581 0.116501 2571 0.0749759 +C3 ]24.5;28.5] ]-inf;57] 0.916234 0.0837664 0.0576406 3271 0.0953895 +C65 ]36.5;61.5] ]7070;7436] 0 1 0.0568876 184 0.00536584 +C5 ]36.5;61.5] ]-inf;57] 0.679343 0.320657 0.0514477 13700 0.399522 +C76 ]28.5;36.5] ]7560;30900] 0 1 0.0491583 159 0.00463679 +C89 ]36.5;61.5] ]70000;+inf[ 0 1 0.0448299 145 0.00422851 +C78 ]61.5;+inf[ ]7560;30900] 0.0746269 0.925373 0.0312551 134 0.00390773 +C53 ]36.5;61.5] ]5036;5310] 0 1 0.0222604 72 0.00209968 +C64 ]28.5;36.5] ]7070;7436] 0 1 0.0213328 69 0.00201219 +C17 ]36.5;61.5] ]3048;3120] 0.0533333 0.946667 0.018819 75 0.00218716 +C29 ]36.5;61.5] ]4240;4400] 0.142857 0.857143 0.0090633 49 0.00142895 +C23 ]36.5;61.5] ]3120;4240] 1 0 0.00851301 145 0.00422851 +C11 ]36.5;61.5] ]57;3048] 1 0 0.00745623 127 0.0037036 +C75 ]24.5;28.5] ]7560;30900] 0 1 0.00742012 24 0.000699892 +C16 ]28.5;36.5] ]3048;3120] 0 1 0.00711095 23 0.00067073 +C52 ]28.5;36.5] ]5036;5310] 0 1 0.00711095 23 0.00067073 +C12 ]61.5;+inf[ ]57;3048] 1 0 0.0067517 115 0.00335365 +C4 ]28.5;36.5] ]-inf;57] 0.801333 0.198667 0.00658531 6750 0.196845 +C88 ]28.5;36.5] ]70000;+inf[ 0 1 0.00618343 20 0.000583243 +C10 ]28.5;36.5] ]57;3048] 1 0 0.00551878 94 0.00274124 +C22 ]28.5;36.5] ]3120;4240] 1 0 0.0050491 86 0.00250795 +C41 ]36.5;61.5] ]4668;4970] 0.228571 0.771429 0.00476078 35 0.00102068 +C90 ]61.5;+inf[ ]70000;+inf[ 0 1 0.00401923 13 0.000379108 +C6 ]61.5;+inf[ ]-inf;57] 0.818182 0.181818 0.00386364 1914 0.0558164 +C7 ]-inf;21.5] ]57;3048] 1 0 0.00369876 63 0.00183722 +C9 ]24.5;28.5] ]57;3048] 1 0 0.0033465 57 0.00166224 +C63 ]24.5;28.5] ]7070;7436] 0 1 0.00309172 10 0.000291622 +C60 ]61.5;+inf[ ]5310;7070] 0.3 0.7 0.0030697 30 0.000874865 +C47 ]36.5;61.5] ]4970;5036] 1 0 0.00305294 52 0.00151643 +C28 ]28.5;36.5] ]4240;4400] 0.176471 0.823529 0.00279646 17 0.000495757 +C21 ]24.5;28.5] ]3120;4240] 1 0 0.00246584 42 0.00122481 +C74 ]21.5;24.5] ]7560;30900] 0 1 0.0021642 7 0.000204135 +C8 ]21.5;24.5] ]57;3048] 1 0 0.00211358 36 0.00104984 +C35 ]36.5;61.5] ]4400;4668] 1 0 0.00211358 36 0.00104984 +C24 ]61.5;+inf[ ]3120;4240] 1 0 0.00205487 35 0.00102068 +C87 ]24.5;28.5] ]70000;+inf[ 0 1 0.00154586 5 0.000145811 +C51 ]24.5;28.5] ]5036;5310] 0.142857 0.857143 0.00129476 7 0.000204135 +C59 ]36.5;61.5] ]5310;7070] 0.970588 0.0294118 0.00127388 34 0.000991514 +C15 ]24.5;28.5] ]3048;3120] 0.222222 0.777778 0.00125372 9 0.00026246 +C34 ]28.5;36.5] ]4400;4668] 1 0 0.00117421 20 0.000583243 +C46 ]28.5;36.5] ]4970;5036] 1 0 0.00105679 18 0.000524919 +C86 ]21.5;24.5] ]70000;+inf[ 0 1 0.000927515 3 8.74865e-05 +C54 ]61.5;+inf[ ]5036;5310] 0 1 0.000927515 3 8.74865e-05 +C66 ]61.5;+inf[ ]7070;7436] 0 1 0.000927515 3 8.74865e-05 +C58 ]28.5;36.5] ]5310;7070] 1 0 0.000821946 14 0.00040827 +C40 ]28.5;36.5] ]4668;4970] 0.416667 0.583333 0.000700445 12 0.000349946 +C33 ]24.5;28.5] ]4400;4668] 1 0 0.000645815 11 0.000320784 +C73 ]-inf;21.5] ]7560;30900] 0 1 0.000618343 2 5.83243e-05 +C62 ]21.5;24.5] ]7070;7436] 0 1 0.000618343 2 5.83243e-05 +C27 ]24.5;28.5] ]4240;4400] 0 1 0.000618343 2 5.83243e-05 +C30 ]61.5;+inf[ ]4240;4400] 0 1 0.000618343 2 5.83243e-05 +C57 ]24.5;28.5] ]5310;7070] 1 0 0.000587104 10 0.000291622 +C20 ]21.5;24.5] ]3120;4240] 1 0 0.000410973 7 0.000204135 +C61 ]-inf;21.5] ]7070;7436] 0 1 0.000309172 1 2.91622e-05 +C38 ]21.5;24.5] ]4668;4970] 0 1 0.000309172 1 2.91622e-05 +C19 ]-inf;21.5] ]3120;4240] 1 0 0.000293552 5 0.000145811 +C45 ]24.5;28.5] ]4970;5036] 1 0 0.000293552 5 0.000145811 +C18 ]61.5;+inf[ ]3048;3120] 0.333333 0.666667 0.000265333 3 8.74865e-05 +C31 ]-inf;21.5] ]4400;4668] 1 0 0.000234842 4 0.000116649 +C39 ]24.5;28.5] ]4668;4970] 1 0 0.000234842 4 0.000116649 +C79 ]-inf;21.5] ]30900;70000] 1 0 0.000176131 3 8.74865e-05 +C32 ]21.5;24.5] ]4400;4668] 1 0 0.000176131 3 8.74865e-05 +C36 ]61.5;+inf[ ]4400;4668] 1 0 0.000176131 3 8.74865e-05 +C37 ]-inf;21.5] ]4668;4970] 1 0 0.000117421 2 5.83243e-05 +C70 ]28.5;36.5] ]7436;7560] 1 0 0.000117421 2 5.83243e-05 +C71 ]36.5;61.5] ]7436;7560] 1 0 0.000117421 2 5.83243e-05 +C48 ]61.5;+inf[ ]4970;5036] 1 0 0.000117421 2 5.83243e-05 +C44 ]21.5;24.5] ]4970;5036] 1 0 5.87104e-05 1 2.91622e-05 +C50 ]21.5;24.5] ]5036;5310] 1 0 5.87104e-05 1 2.91622e-05 +C56 ]21.5;24.5] ]5310;7070] 1 0 5.87104e-05 1 2.91622e-05 +C81 ]24.5;28.5] ]30900;70000] 1 0 5.87104e-05 1 2.91622e-05 +C82 ]28.5;36.5] ]30900;70000] 1 0 5.87104e-05 1 2.91622e-05 +C83 ]36.5;61.5] ]30900;70000] 1 0 5.87104e-05 1 2.91622e-05 +C84 ]61.5;+inf[ ]30900;70000] 1 0 5.87104e-05 1 2.91622e-05 +C42 ]61.5;+inf[ ]4668;4970] 0.75 0.25 3.17688e-07 4 0.000116649 + Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R65 +Variables + Type Name + Numerical age + Categorical education + +Variables stats +age +Interval Frequency Coverage +]-inf;24.5] 5927 0.172844 +]24.5;27.5] 2547 0.074276 +]27.5;30.5] 2635 0.0768423 +]30.5;35.5] 4631 0.13505 +]35.5;46.5] 9055 0.264063 +]46.5;61.5] 7234 0.210959 +]61.5;+inf[ 2262 0.0659648 +education +Group Frequency Coverage Size Value list +{HS-grad} 11102 0.323758 1 HS-grad +{Some-college, Assoc-voc, Assoc-acdm} 10231 0.298358 3 Some-college Assoc-voc Assoc-acdm +{Bachelors, Masters} 7487 0.218337 2 Bachelors Masters +{11th, 10th, 7th-8th, ...} 4482 0.130705 8 11th 10th 7th-8th 9th 12th 5th-6th 1st-4th Preschool * +{Prof-school, Doctorate} 989 0.0288414 2 Prof-school Doctorate + +Cell frequencies + education +age {HS-grad} {Some-college, Assoc-voc, Assoc-acdm} {Bachelors, Masters} {11th, 10th, 7th-8th, ...} {Prof-school, Doctorate} Total Coverage +]-inf;24.5] 1711 2433 542 1241 0 5927 0.172844 +]24.5;27.5] 826 749 686 257 29 2547 0.074276 +]27.5;30.5] 881 798 641 265 50 2635 0.0768423 +]30.5;35.5] 1634 1342 1079 462 114 4631 0.13505 +]35.5;46.5] 2798 2694 2451 740 372 9055 0.264063 +]46.5;61.5] 2513 1744 1661 1009 307 7234 0.210959 +]61.5;+inf[ 739 471 427 508 117 2262 0.0659648 +Total 11102 10231 7487 4482 989 34291 +Coverage 0.323758 0.298358 0.218337 0.130705 0.0288414 + +% target value more + education +age {HS-grad} {Some-college, Assoc-voc, Assoc-acdm} {Bachelors, Masters} {11th, 10th, 7th-8th, ...} {Prof-school, Doctorate} +]-inf;24.5] 0.00642899 0.0110974 0.0258303 0.00644641 0 +]24.5;27.5] 0.0544794 0.0907877 0.112245 0.0194553 0.241379 +]27.5;30.5] 0.0953462 0.14411 0.319813 0.0301887 0.36 +]30.5;35.5] 0.134639 0.21535 0.436515 0.0324675 0.692982 +]35.5;46.5] 0.212652 0.31366 0.551204 0.0891892 0.801075 +]46.5;61.5] 0.274174 0.37844 0.617098 0.112983 0.807818 +]61.5;+inf[ 0.146143 0.214437 0.454333 0.0767717 0.641026 + +Cells 34 +Cell Id age education less more Interest Frequency Coverage +C19 ]35.5;46.5] {Bachelors, Masters} 0.448796 0.551204 0.137656 2451 0.0714765 +C8 ]-inf;24.5] {Some-college, Assoc-voc, Assoc-acdm} 0.988903 0.0110974 0.136345 2433 0.0709516 +C20 ]46.5;61.5] {Bachelors, Masters} 0.382902 0.617098 0.134378 1661 0.0484384 +C1 ]-inf;24.5] {HS-grad} 0.993571 0.00642899 0.10303 1711 0.0498965 +C22 ]-inf;24.5] {11th, 10th, 7th-8th, ...} 0.993554 0.00644641 0.0747071 1241 0.0361903 +C33 ]35.5;46.5] {Prof-school, Doctorate} 0.198925 0.801075 0.065454 372 0.0108483 +C34 ]46.5;61.5] {Prof-school, Doctorate} 0.192182 0.807818 0.0553499 307 0.00895279 +C2 ]24.5;27.5] {HS-grad} 0.945521 0.0544794 0.0256181 826 0.024088 +C18 ]30.5;35.5] {Bachelors, Masters} 0.563485 0.436515 0.0254326 1079 0.031466 +C15 ]-inf;24.5] {Bachelors, Masters} 0.97417 0.0258303 0.024706 542 0.0158059 +C13 ]46.5;61.5] {Some-college, Assoc-voc, Assoc-acdm} 0.62156 0.37844 0.0211891 1744 0.0508588 +C25 ]30.5;35.5] {11th, 10th, 7th-8th, ...} 0.967532 0.0324675 0.0192611 462 0.0134729 +C3 ]27.5;30.5] {HS-grad} 0.904654 0.0953462 0.0150441 881 0.0256919 +C26 ]35.5;46.5] {11th, 10th, 7th-8th, ...} 0.910811 0.0891892 0.0139174 740 0.02158 +C9 ]24.5;27.5] {Some-college, Assoc-voc, Assoc-acdm} 0.909212 0.0907877 0.0137418 749 0.0218425 +C4 ]30.5;35.5] {HS-grad} 0.865361 0.134639 0.0137172 1634 0.047651 +C32 ]30.5;35.5] {Prof-school, Doctorate} 0.307018 0.692982 0.0131243 114 0.00332449 +C27 ]46.5;61.5] {11th, 10th, 7th-8th, ...} 0.887017 0.112983 0.0128204 1009 0.0294246 +C23 ]24.5;27.5] {11th, 10th, 7th-8th, ...} 0.980545 0.0194553 0.0127823 257 0.00749468 +C21 ]61.5;+inf[ {Bachelors, Masters} 0.545667 0.454333 0.0118568 427 0.0124522 +C28 ]61.5;+inf[ {11th, 10th, 7th-8th, ...} 0.923228 0.0767717 0.0115121 508 0.0148144 +C24 ]27.5;30.5] {11th, 10th, 7th-8th, ...} 0.969811 0.0301887 0.0113907 265 0.00772798 +C35 ]61.5;+inf[ {Prof-school, Doctorate} 0.358974 0.641026 0.010648 117 0.00341197 +C12 ]35.5;46.5] {Some-college, Assoc-voc, Assoc-acdm} 0.68634 0.31366 0.00986819 2694 0.0785629 +C16 ]24.5;27.5] {Bachelors, Masters} 0.887755 0.112245 0.00883058 686 0.0200052 +C10 ]27.5;30.5] {Some-college, Assoc-voc, Assoc-acdm} 0.85589 0.14411 0.00545405 798 0.0232714 +C7 ]61.5;+inf[ {HS-grad} 0.853857 0.146143 0.00482107 739 0.0215508 +C17 ]27.5;30.5] {Bachelors, Masters} 0.680187 0.319813 0.00273523 641 0.018693 +C6 ]46.5;61.5] {HS-grad} 0.725826 0.274174 0.00214721 2513 0.0732845 +C5 ]35.5;46.5] {HS-grad} 0.787348 0.212652 0.00130767 2798 0.0815958 +C11 ]30.5;35.5] {Some-college, Assoc-voc, Assoc-acdm} 0.78465 0.21535 0.000501065 1342 0.0391356 +C31 ]27.5;30.5] {Prof-school, Doctorate} 0.64 0.36 0.000463217 50 0.00145811 +C14 ]61.5;+inf[ {Some-college, Assoc-voc, Assoc-acdm} 0.785563 0.214437 0.000190264 471 0.0137354 +C30 ]24.5;27.5] {Prof-school, Doctorate} 0.758621 0.241379 1.80076e-07 29 0.000845703 + Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R66 +Variables + Type Name + Numerical capital_gain + Categorical education + +Variables stats +capital_gain +Interval Frequency Coverage +]-inf;57] 31420 0.916275 +]57;3048] 492 0.0143478 +]3048;3120] 110 0.00320784 +]3120;4240] 320 0.00933189 +]4240;4400] 70 0.00204135 +]4400;4668] 77 0.00224549 +]4668;4826] 29 0.000845703 +]4826;5119] 109 0.00317868 +]5119;5310] 104 0.00303287 +]5310;6457] 33 0.000962352 +]6457;7070] 56 0.00163308 +]7070;10543] 690 0.0201219 +]10543;10585] 8 0.000233297 +]10585;+inf[ 773 0.0225424 +education +Group Frequency Coverage Size Value list +{HS-grad, Some-college} 18747 0.546703 2 HS-grad Some-college +{Bachelors} 5645 0.16462 1 Bachelors +{11th, 10th, 7th-8th, ...} 4482 0.130705 8 11th 10th 7th-8th 9th 12th 5th-6th 1st-4th Preschool * +{Assoc-voc, Assoc-acdm} 2586 0.0754134 2 Assoc-voc Assoc-acdm +{Masters} 1842 0.0537167 1 Masters +{Prof-school, Doctorate} 989 0.0288414 2 Prof-school Doctorate + +Cell frequencies + education +capital_gain {HS-grad, Some-college} {Bachelors} {11th, 10th, 7th-8th, ...} {Assoc-voc, Assoc-acdm} {Masters} {Prof-school, Doctorate} Total Coverage +]-inf;57] 17515 4968 4275 2362 1558 742 31420 0.916275 +]57;3048] 278 54 96 35 18 11 492 0.0143478 +]3048;3120] 53 30 3 16 5 3 110 0.00320784 +]3120;4240] 201 47 32 30 4 6 320 0.00933189 +]4240;4400] 37 9 8 10 5 1 70 0.00204135 +]4400;4668] 39 14 9 6 8 1 77 0.00224549 +]4668;4826] 9 9 0 0 7 4 29 0.000845703 +]4826;5119] 64 20 4 10 9 2 109 0.00317868 +]5119;5310] 56 21 6 11 6 4 104 0.00303287 +]5310;6457] 12 7 8 2 3 1 33 0.000962352 +]6457;7070] 22 14 7 6 7 0 56 0.00163308 +]7070;10543] 273 207 19 55 99 37 690 0.0201219 +]10543;10585] 6 1 1 0 0 0 8 0.000233297 +]10585;+inf[ 182 244 14 43 113 177 773 0.0225424 +Total 18747 5645 4482 2586 1842 989 34291 +Coverage 0.546703 0.16462 0.130705 0.0754134 0.0537167 0.0288414 + +% target value more + education +capital_gain {HS-grad, Some-college} {Bachelors} {11th, 10th, 7th-8th, ...} {Assoc-voc, Assoc-acdm} {Masters} {Prof-school, Doctorate} +]-inf;57] 0.147873 0.364734 0.0477193 0.224386 0.491656 0.671159 +]57;3048] 0 0 0 0 0 0 +]3048;3120] 0.924528 0.966667 0.666667 1 0.8 1 +]3120;4240] 0 0 0 0 0 0 +]4240;4400] 0.864865 1 0.625 0.9 0.8 1 +]4400;4668] 0 0 0 0 0 0 +]4668;4826] 1 1 0 0 1 1 +]4826;5119] 0.03125 0.15 0 0.1 0.111111 0 +]5119;5310] 1 1 1 1 1 1 +]5310;6457] 0.416667 0.428571 0.75 1 0 1 +]6457;7070] 0.0454545 0.0714286 0.142857 0 0.285714 0 +]7070;10543] 0.985348 0.995169 1 1 0.989899 1 +]10543;10585] 0 0 0 0 0 0 +]10585;+inf[ 0.972527 1 0.857143 1 0.99115 1 + +Cells 78 +Cell Id capital_gain education less more Interest Frequency Coverage +C29 ]-inf;57] {11th, 10th, 7th-8th, ...} 0.952281 0.0477193 0.131062 4275 0.124668 +C1 ]-inf;57] {HS-grad, Some-college} 0.852127 0.147873 0.0989881 17515 0.510775 +C12 ]7070;10543] {HS-grad, Some-college} 0.014652 0.985348 0.0825044 273 0.00796127 +C28 ]10585;+inf[ {Bachelors} 0 1 0.0788805 244 0.00711557 +C71 ]-inf;57] {Prof-school, Doctorate} 0.328841 0.671159 0.070022 742 0.0216383 +C26 ]7070;10543] {Bachelors} 0.00483092 0.995169 0.06523 207 0.00603657 +C84 ]10585;+inf[ {Prof-school, Doctorate} 0 1 0.0572207 177 0.0051617 +C57 ]-inf;57] {Masters} 0.508344 0.491656 0.052832 1558 0.0454347 +C14 ]10585;+inf[ {HS-grad, Some-college} 0.0274725 0.972527 0.052364 182 0.00530752 +C15 ]-inf;57] {Bachelors} 0.635266 0.364734 0.0446769 4968 0.144878 +C70 ]10585;+inf[ {Masters} 0.00884956 0.99115 0.0349786 113 0.00329533 +C68 ]7070;10543] {Masters} 0.010101 0.989899 0.0304826 99 0.00288705 +C9 ]5119;5310] {HS-grad, Some-college} 0 1 0.0181037 56 0.00163308 +C54 ]7070;10543] {Assoc-voc, Assoc-acdm} 0 1 0.0177804 55 0.00160392 +C2 ]57;3048] {HS-grad, Some-college} 1 0 0.0170663 278 0.00810708 +C56 ]10585;+inf[ {Assoc-voc, Assoc-acdm} 0 1 0.0139011 43 0.00125397 +C3 ]3048;3120] {HS-grad, Some-college} 0.0754717 0.924528 0.0128892 53 0.0015456 +C4 ]3120;4240] {HS-grad, Some-college} 1 0 0.0123393 201 0.0058616 +C82 ]7070;10543] {Prof-school, Doctorate} 0 1 0.0119614 37 0.001079 +C17 ]3048;3120] {Bachelors} 0.0333333 0.966667 0.00844807 30 0.000874865 +C5 ]4240;4400] {HS-grad, Some-college} 0.135135 0.864865 0.00734834 37 0.001079 +C23 ]5119;5310] {Bachelors} 0 1 0.0067889 21 0.000612406 +C40 ]7070;10543] {11th, 10th, 7th-8th, ...} 0 1 0.00614233 19 0.000554081 +C30 ]57;3048] {11th, 10th, 7th-8th, ...} 1 0 0.00589341 96 0.00279957 +C45 ]3048;3120] {Assoc-voc, Assoc-acdm} 0 1 0.00517249 16 0.000466595 +C51 ]5119;5310] {Assoc-voc, Assoc-acdm} 0 1 0.00355609 11 0.000320784 +C16 ]57;3048] {Bachelors} 1 0 0.00331504 54 0.00157476 +C19 ]4240;4400] {Bachelors} 0 1 0.00290953 9 0.00026246 +C7 ]4668;4826] {HS-grad, Some-college} 0 1 0.00290953 9 0.00026246 +C21 ]4668;4826] {Bachelors} 0 1 0.00290953 9 0.00026246 +C18 ]3120;4240] {Bachelors} 1 0 0.00288532 47 0.00137062 +C42 ]10585;+inf[ {11th, 10th, 7th-8th, ...} 0.142857 0.857143 0.00270769 14 0.00040827 +C8 ]4826;5119] {HS-grad, Some-college} 0.96875 0.03125 0.00244623 64 0.00186638 +C6 ]4400;4668] {HS-grad, Some-college} 1 0 0.0023942 39 0.00113732 +C63 ]4668;4826] {Masters} 0 1 0.00226297 7 0.000204135 +C47 ]4240;4400] {Assoc-voc, Assoc-acdm} 0.1 0.9 0.00223801 10 0.000291622 +C44 ]57;3048] {Assoc-voc, Assoc-acdm} 1 0 0.00214864 35 0.00102068 +C32 ]3120;4240] {11th, 10th, 7th-8th, ...} 1 0 0.00196447 32 0.000933189 +C37 ]5119;5310] {11th, 10th, 7th-8th, ...} 0 1 0.00193968 6 0.000174973 +C65 ]5119;5310] {Masters} 0 1 0.00193968 6 0.000174973 +C46 ]3120;4240] {Assoc-voc, Assoc-acdm} 1 0 0.00184169 30 0.000874865 +C77 ]4668;4826] {Prof-school, Doctorate} 0 1 0.00129312 4 0.000116649 +C79 ]5119;5310] {Prof-school, Doctorate} 0 1 0.00129312 4 0.000116649 +C58 ]57;3048] {Masters} 1 0 0.00110501 18 0.000524919 +C38 ]5310;6457] {11th, 10th, 7th-8th, ...} 0.25 0.75 0.00104823 8 0.000233297 +C73 ]3048;3120] {Prof-school, Doctorate} 0 1 0.000969842 3 8.74865e-05 +C20 ]4400;4668] {Bachelors} 1 0 0.000859456 14 0.00040827 +C59 ]3048;3120] {Masters} 0.2 0.8 0.00079043 5 0.000145811 +C61 ]4240;4400] {Masters} 0.2 0.8 0.00079043 5 0.000145811 +C11 ]6457;7070] {HS-grad, Some-college} 0.954545 0.0454545 0.000695335 22 0.000641568 +C72 ]57;3048] {Prof-school, Doctorate} 1 0 0.000675287 11 0.000320784 +C52 ]5310;6457] {Assoc-voc, Assoc-acdm} 0 1 0.000646561 2 5.83243e-05 +C33 ]4240;4400] {11th, 10th, 7th-8th, ...} 0.375 0.625 0.000607368 8 0.000233297 +C34 ]4400;4668] {11th, 10th, 7th-8th, ...} 1 0 0.000552507 9 0.00026246 +C62 ]4400;4668] {Masters} 1 0 0.000491118 8 0.000233297 +C74 ]3120;4240] {Prof-school, Doctorate} 1 0 0.000368338 6 0.000174973 +C48 ]4400;4668] {Assoc-voc, Assoc-acdm} 1 0 0.000368338 6 0.000174973 +C53 ]6457;7070] {Assoc-voc, Assoc-acdm} 1 0 0.000368338 6 0.000174973 +C13 ]10543;10585] {HS-grad, Some-college} 1 0 0.000368338 6 0.000174973 +C75 ]4240;4400] {Prof-school, Doctorate} 0 1 0.000323281 1 2.91622e-05 +C80 ]5310;6457] {Prof-school, Doctorate} 0 1 0.000323281 1 2.91622e-05 +C25 ]6457;7070] {Bachelors} 0.928571 0.0714286 0.000309166 14 0.00040827 +C43 ]-inf;57] {Assoc-voc, Assoc-acdm} 0.775614 0.224386 0.000290841 2362 0.068881 +C31 ]3048;3120] {11th, 10th, 7th-8th, ...} 0.333333 0.666667 0.000277442 3 8.74865e-05 +C60 ]3120;4240] {Masters} 1 0 0.000245559 4 0.000116649 +C36 ]4826;5119] {11th, 10th, 7th-8th, ...} 1 0 0.000245559 4 0.000116649 +C10 ]5310;6457] {HS-grad, Some-college} 0.583333 0.416667 0.000208628 12 0.000349946 +C66 ]5310;6457] {Masters} 1 0 0.000184169 3 8.74865e-05 +C50 ]4826;5119] {Assoc-voc, Assoc-acdm} 0.9 0.1 0.000142883 10 0.000291622 +C24 ]5310;6457] {Bachelors} 0.571429 0.428571 0.000137661 7 0.000204135 +C78 ]4826;5119] {Prof-school, Doctorate} 1 0 0.000122779 2 5.83243e-05 +C22 ]4826;5119] {Bachelors} 0.85 0.15 0.000107458 20 0.000583243 +C64 ]4826;5119] {Masters} 0.888889 0.111111 0.000106595 9 0.00026246 +C76 ]4400;4668] {Prof-school, Doctorate} 1 0 6.13897e-05 1 2.91622e-05 +C27 ]10543;10585] {Bachelors} 1 0 6.13897e-05 1 2.91622e-05 +C41 ]10543;10585] {11th, 10th, 7th-8th, ...} 1 0 6.13897e-05 1 2.91622e-05 +C39 ]6457;7070] {11th, 10th, 7th-8th, ...} 0.857143 0.142857 4.4389e-05 7 0.000204135 +C67 ]6457;7070] {Masters} 0.714286 0.285714 9.34371e-06 7 0.000204135 + Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R67 +Variables + Type Name + Numerical capital_gain + Numerical education_num + +Variables stats +capital_gain +Interval Frequency Coverage +]-inf;57] 31420 0.916275 +]57;3048] 492 0.0143478 +]3048;3120] 110 0.00320784 +]3120;4240] 320 0.00933189 +]4240;4400] 70 0.00204135 +]4400;4668] 77 0.00224549 +]4668;4970] 58 0.00169141 +]4970;5036] 78 0.00227465 +]5036;5310] 106 0.00309119 +]5310;7070] 89 0.00259543 +]7070;+inf[ 1471 0.0428976 +education_num +Interval Frequency Coverage +]-inf;8.5] 4482 0.130705 +]8.5;10.5] 18747 0.546703 +]10.5;12.5] 2586 0.0754134 +]12.5;13.5] 5645 0.16462 +]13.5;14.5] 1842 0.0537167 +]14.5;+inf[ 989 0.0288414 + +Cell frequencies + education_num +capital_gain ]-inf;8.5] ]8.5;10.5] ]10.5;12.5] ]12.5;13.5] ]13.5;14.5] ]14.5;+inf[ Total Coverage +]-inf;57] 4275 17515 2362 4968 1558 742 31420 0.916275 +]57;3048] 96 278 35 54 18 11 492 0.0143478 +]3048;3120] 3 53 16 30 5 3 110 0.00320784 +]3120;4240] 32 201 30 47 4 6 320 0.00933189 +]4240;4400] 8 37 10 9 5 1 70 0.00204135 +]4400;4668] 9 39 6 14 8 1 77 0.00224549 +]4668;4970] 1 20 3 18 11 5 58 0.00169141 +]4970;5036] 3 51 7 11 5 1 78 0.00227465 +]5036;5310] 6 58 11 21 6 4 106 0.00309119 +]5310;7070] 15 34 8 21 10 1 89 0.00259543 +]7070;+inf[ 34 461 98 452 212 214 1471 0.0428976 +Total 4482 18747 2586 5645 1842 989 34291 +Coverage 0.130705 0.546703 0.0754134 0.16462 0.0537167 0.0288414 + +% target value more + education_num +capital_gain ]-inf;8.5] ]8.5;10.5] ]10.5;12.5] ]12.5;13.5] ]13.5;14.5] ]14.5;+inf[ +]-inf;57] 0.0477193 0.147873 0.224386 0.364734 0.491656 0.671159 +]57;3048] 0 0 0 0 0 0 +]3048;3120] 0.666667 0.924528 1 0.966667 0.8 1 +]3120;4240] 0 0 0 0 0 0 +]4240;4400] 0.625 0.864865 0.9 1 0.8 1 +]4400;4668] 0 0 0 0 0 0 +]4668;4970] 0 0.55 0.333333 0.666667 0.727273 0.8 +]4970;5036] 0 0 0 0 0 0 +]5036;5310] 1 0.965517 1 1 1 1 +]5310;7070] 0.466667 0.176471 0.25 0.190476 0.2 1 +]7070;+inf[ 0.911765 0.967462 1 0.995575 0.990566 1 + +Cells 66 +Cell Id capital_gain education_num less more Interest Frequency Coverage +C44 ]7070;+inf[ ]12.5;13.5] 0.00442478 0.995575 0.14493 452 0.0131813 +C1 ]-inf;57] ]-inf;8.5] 0.952281 0.0477193 0.133106 4275 0.124668 +C22 ]7070;+inf[ ]8.5;10.5] 0.032538 0.967462 0.132224 461 0.0134438 +C12 ]-inf;57] ]8.5;10.5] 0.852127 0.147873 0.100531 17515 0.510775 +C56 ]-inf;57] ]14.5;+inf[ 0.328841 0.671159 0.0711137 742 0.0216383 +C66 ]7070;+inf[ ]14.5;+inf[ 0 1 0.0702607 214 0.0062407 +C55 ]7070;+inf[ ]13.5;14.5] 0.00943396 0.990566 0.0664808 212 0.00618238 +C45 ]-inf;57] ]13.5;14.5] 0.508344 0.491656 0.0536557 1558 0.0454347 +C34 ]-inf;57] ]12.5;13.5] 0.635266 0.364734 0.0453734 4968 0.144878 +C33 ]7070;+inf[ ]10.5;12.5] 0 1 0.0321755 98 0.00285789 +C13 ]57;3048] ]8.5;10.5] 1 0 0.0173324 278 0.00810708 +C20 ]5036;5310] ]8.5;10.5] 0.0344828 0.965517 0.0165187 58 0.00169141 +C14 ]3048;3120] ]8.5;10.5] 0.0754717 0.924528 0.0130901 53 0.0015456 +C15 ]3120;4240] ]8.5;10.5] 1 0 0.0125317 201 0.0058616 +C36 ]3048;3120] ]12.5;13.5] 0.0333333 0.966667 0.00857979 30 0.000874865 +C11 ]7070;+inf[ ]-inf;8.5] 0.0882353 0.911765 0.00804171 34 0.000991514 +C16 ]4240;4400] ]8.5;10.5] 0.135135 0.864865 0.0074629 37 0.001079 +C42 ]5036;5310] ]12.5;13.5] 0 1 0.00689474 21 0.000612406 +C2 ]57;3048] ]-inf;8.5] 1 0 0.00598529 96 0.00279957 +C25 ]3048;3120] ]10.5;12.5] 0 1 0.00525314 16 0.000466595 +C31 ]5036;5310] ]10.5;12.5] 0 1 0.00361153 11 0.000320784 +C35 ]57;3048] ]12.5;13.5] 1 0 0.00336673 54 0.00157476 +C19 ]4970;5036] ]8.5;10.5] 1 0 0.00317969 51 0.00148727 +C38 ]4240;4400] ]12.5;13.5] 0 1 0.00295489 9 0.00026246 +C37 ]3120;4240] ]12.5;13.5] 1 0 0.0029303 47 0.00137062 +C17 ]4400;4668] ]8.5;10.5] 1 0 0.00243153 39 0.00113732 +C27 ]4240;4400] ]10.5;12.5] 0.1 0.9 0.0022729 10 0.000291622 +C24 ]57;3048] ]10.5;12.5] 1 0 0.00218214 35 0.00102068 +C4 ]3120;4240] ]-inf;8.5] 1 0 0.0019951 32 0.000933189 +C9 ]5036;5310] ]-inf;8.5] 0 1 0.00196993 6 0.000174973 +C53 ]5036;5310] ]13.5;14.5] 0 1 0.00196993 6 0.000174973 +C26 ]3120;4240] ]10.5;12.5] 1 0 0.0018704 30 0.000874865 +C40 ]4668;4970] ]12.5;13.5] 0.333333 0.666667 0.0016906 18 0.000524919 +C51 ]4668;4970] ]13.5;14.5] 0.272727 0.727273 0.00133781 11 0.000320784 +C64 ]5036;5310] ]14.5;+inf[ 0 1 0.00131328 4 0.000116649 +C46 ]57;3048] ]13.5;14.5] 1 0 0.00112224 18 0.000524919 +C18 ]4668;4970] ]8.5;10.5] 0.45 0.55 0.00102143 20 0.000583243 +C58 ]3048;3120] ]14.5;+inf[ 0 1 0.000984963 3 8.74865e-05 +C39 ]4400;4668] ]12.5;13.5] 1 0 0.000872856 14 0.00040827 +C47 ]3048;3120] ]13.5;14.5] 0.2 0.8 0.000802753 5 0.000145811 +C49 ]4240;4400] ]13.5;14.5] 0.2 0.8 0.000802753 5 0.000145811 +C62 ]4668;4970] ]14.5;+inf[ 0.2 0.8 0.000802753 5 0.000145811 +C57 ]57;3048] ]14.5;+inf[ 1 0 0.000685815 11 0.000320784 +C41 ]4970;5036] ]12.5;13.5] 1 0 0.000685815 11 0.000320784 +C5 ]4240;4400] ]-inf;8.5] 0.375 0.625 0.000616838 8 0.000233297 +C6 ]4400;4668] ]-inf;8.5] 1 0 0.000561121 9 0.00026246 +C50 ]4400;4668] ]13.5;14.5] 1 0 0.000498775 8 0.000233297 +C30 ]4970;5036] ]10.5;12.5] 1 0 0.000436428 7 0.000204135 +C10 ]5310;7070] ]-inf;8.5] 0.533333 0.466667 0.000424045 15 0.000437433 +C59 ]3120;4240] ]14.5;+inf[ 1 0 0.000374081 6 0.000174973 +C28 ]4400;4668] ]10.5;12.5] 1 0 0.000374081 6 0.000174973 +C60 ]4240;4400] ]14.5;+inf[ 0 1 0.000328321 1 2.91622e-05 +C65 ]5310;7070] ]14.5;+inf[ 0 1 0.000328321 1 2.91622e-05 +C52 ]4970;5036] ]13.5;14.5] 1 0 0.000311734 5 0.000145811 +C23 ]-inf;57] ]10.5;12.5] 0.775614 0.224386 0.000295376 2362 0.068881 +C3 ]3048;3120] ]-inf;8.5] 0.333333 0.666667 0.000281767 3 8.74865e-05 +C48 ]3120;4240] ]13.5;14.5] 1 0 0.000249387 4 0.000116649 +C8 ]4970;5036] ]-inf;8.5] 1 0 0.00018704 3 8.74865e-05 +C21 ]5310;7070] ]8.5;10.5] 0.823529 0.176471 8.78944e-05 34 0.000991514 +C61 ]4400;4668] ]14.5;+inf[ 1 0 6.23468e-05 1 2.91622e-05 +C7 ]4668;4970] ]-inf;8.5] 1 0 6.23468e-05 1 2.91622e-05 +C63 ]4970;5036] ]14.5;+inf[ 1 0 6.23468e-05 1 2.91622e-05 +C43 ]5310;7070] ]12.5;13.5] 0.809524 0.190476 3.19572e-05 21 0.000612406 +C29 ]4668;4970] ]10.5;12.5] 0.666667 0.333333 1.5793e-05 3 8.74865e-05 +C54 ]5310;7070] ]13.5;14.5] 0.8 0.2 9.66165e-06 10 0.000291622 +C32 ]5310;7070] ]10.5;12.5] 0.75 0.25 6.74729e-07 8 0.000233297 + Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R68 +Variables + Type Name + Numerical hours_per_week + Categorical marital_status + +Variables stats +hours_per_week +Interval Frequency Coverage +]-inf;34.5] 5925 0.172786 +]34.5;40.5] 18268 0.532735 +]40.5;49.5] 3260 0.0950687 +]49.5;59.5] 4126 0.120323 +]59.5;+inf[ 2712 0.0790878 +marital_status +Group Frequency Coverage Size Value list +{Married-civ-spouse} 15609 0.455192 1 Married-civ-spouse +{Never-married} 11400 0.332449 1 Never-married +{Divorced, Widowed} 7282 0.212359 5 Divorced Widowed * + +Cell frequencies + marital_status +hours_per_week {Married-civ-spouse} {Never-married} {Divorced, Widowed} Total Coverage +]-inf;34.5] 1513 3147 1265 5925 0.172786 +]34.5;40.5] 7994 6012 4262 18268 0.532735 +]40.5;49.5] 1795 854 611 3260 0.0950687 +]49.5;59.5] 2572 855 699 4126 0.120323 +]59.5;+inf[ 1735 532 445 2712 0.0790878 +Total 15609 11400 7282 34291 +Coverage 0.455192 0.332449 0.212359 + +% target value more + marital_status +hours_per_week {Married-civ-spouse} {Never-married} {Divorced, Widowed} +]-inf;34.5] 0.236616 0.00540197 0.0245059 +]34.5;40.5] 0.404178 0.0317698 0.0666354 +]40.5;49.5] 0.529805 0.106557 0.155483 +]49.5;59.5] 0.594479 0.152047 0.234621 +]59.5;+inf[ 0.521614 0.150376 0.262921 + +Cells 15 +Cell Id hours_per_week marital_status less more Interest Frequency Coverage +C7 ]34.5;40.5] {Never-married} 0.96823 0.0317698 0.224401 6012 0.175323 +C6 ]-inf;34.5] {Never-married} 0.994598 0.00540197 0.170921 3147 0.0917734 +C4 ]49.5;59.5] {Married-civ-spouse} 0.405521 0.594479 0.164035 2572 0.0750051 +C2 ]34.5;40.5] {Married-civ-spouse} 0.595822 0.404178 0.118976 7994 0.233122 +C12 ]34.5;40.5] {Divorced, Widowed} 0.933365 0.0666354 0.0990758 4262 0.124289 +C3 ]40.5;49.5] {Married-civ-spouse} 0.470195 0.529805 0.0781433 1795 0.0523461 +C5 ]59.5;+inf[ {Married-civ-spouse} 0.478386 0.521614 0.071547 1735 0.0505964 +C11 ]-inf;34.5] {Divorced, Widowed} 0.975494 0.0245059 0.0520718 1265 0.0368901 +C8 ]40.5;49.5] {Never-married} 0.893443 0.106557 0.0107578 854 0.0249045 +C9 ]49.5;59.5] {Never-married} 0.847953 0.152047 0.00429818 855 0.0249337 +C13 ]40.5;49.5] {Divorced, Widowed} 0.844517 0.155483 0.00281847 611 0.0178181 +C10 ]59.5;+inf[ {Never-married} 0.849624 0.150376 0.00278547 532 0.0155143 +C15 ]59.5;+inf[ {Divorced, Widowed} 0.737079 0.262921 0.000160107 445 0.0129772 +C14 ]49.5;59.5] {Divorced, Widowed} 0.765379 0.234621 6.02583e-06 699 0.0203844 +C1 ]-inf;34.5] {Married-civ-spouse} 0.763384 0.236616 2.85206e-06 1513 0.0441224 + Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R69 +Variables + Type Name + Numerical age + Numerical hours_per_week + +Variables stats +age +Interval Frequency Coverage +]-inf;23.5] 5097 0.14864 +]23.5;27.5] 3377 0.0984807 +]27.5;31.5] 3569 0.10408 +]31.5;35.5] 3697 0.107813 +]35.5;42.5] 6001 0.175002 +]42.5;61.5] 10288 0.30002 +]61.5;+inf[ 2262 0.0659648 +hours_per_week +Interval Frequency Coverage +]-inf;34.5] 5925 0.172786 +]34.5;40.5] 18268 0.532735 +]40.5;49.5] 3260 0.0950687 +]49.5;64.5] 5716 0.166691 +]64.5;+inf[ 1122 0.03272 + +Cell frequencies + hours_per_week +age ]-inf;34.5] ]34.5;40.5] ]40.5;49.5] ]49.5;64.5] ]64.5;+inf[ Total Coverage +]-inf;23.5] 2369 2222 190 272 44 5097 0.14864 +]23.5;27.5] 489 2067 312 422 87 3377 0.0984807 +]27.5;31.5] 331 2108 387 636 107 3569 0.10408 +]31.5;35.5] 300 2071 406 778 142 3697 0.107813 +]35.5;42.5] 499 3245 709 1294 254 6001 0.175002 +]42.5;61.5] 940 5687 1144 2091 426 10288 0.30002 +]61.5;+inf[ 997 868 112 223 62 2262 0.0659648 +Total 5925 18268 3260 5716 1122 34291 +Coverage 0.172786 0.532735 0.0950687 0.166691 0.03272 + +% target value more + hours_per_week +age ]-inf;34.5] ]34.5;40.5] ]40.5;49.5] ]49.5;64.5] ]64.5;+inf[ +]-inf;23.5] 0.00168848 0.00810081 0.0105263 0.0330882 0.0454545 +]23.5;27.5] 0.0102249 0.0527334 0.121795 0.137441 0.195402 +]27.5;31.5] 0.0785498 0.133302 0.22739 0.306604 0.280374 +]31.5;35.5] 0.1 0.171415 0.359606 0.398458 0.302817 +]35.5;42.5] 0.150301 0.263174 0.414669 0.514683 0.448819 +]42.5;61.5] 0.16383 0.328293 0.457168 0.553802 0.43662 +]61.5;+inf[ 0.112337 0.25576 0.410714 0.533632 0.290323 + +Cells 35 +Cell Id age hours_per_week less more Interest Frequency Coverage +C1 ]-inf;23.5] ]-inf;34.5] 0.998312 0.00168848 0.201845 2369 0.0690852 +C8 ]-inf;23.5] ]34.5;40.5] 0.991899 0.00810081 0.169676 2222 0.0647983 +C27 ]42.5;61.5] ]49.5;64.5] 0.446198 0.553802 0.15534 2091 0.0609781 +C9 ]23.5;27.5] ]34.5;40.5] 0.947267 0.0527334 0.0854811 2067 0.0602782 +C26 ]35.5;42.5] ]49.5;64.5] 0.485317 0.514683 0.0747326 1294 0.0377358 +C20 ]42.5;61.5] ]40.5;49.5] 0.542832 0.457168 0.0424012 1144 0.0333615 +C13 ]42.5;61.5] ]34.5;40.5] 0.671707 0.328293 0.0382903 5687 0.165845 +C2 ]23.5;27.5] ]-inf;34.5] 0.989775 0.0102249 0.0361495 489 0.0142603 +C10 ]27.5;31.5] ]34.5;40.5] 0.866698 0.133302 0.0236888 2108 0.0614739 +C19 ]35.5;42.5] ]40.5;49.5] 0.585331 0.414669 0.0174158 709 0.020676 +C7 ]61.5;+inf[ ]-inf;34.5] 0.887663 0.112337 0.0166838 997 0.0290747 +C25 ]31.5;35.5] ]49.5;64.5] 0.601542 0.398458 0.015895 778 0.0226882 +C22 ]-inf;23.5] ]49.5;64.5] 0.966912 0.0330882 0.0146433 272 0.00793211 +C28 ]61.5;+inf[ ]49.5;64.5] 0.466368 0.533632 0.0146095 223 0.00650316 +C15 ]-inf;23.5] ]40.5;49.5] 0.989474 0.0105263 0.0139825 190 0.00554081 +C34 ]42.5;61.5] ]64.5;+inf[ 0.56338 0.43662 0.0130875 426 0.0124231 +C3 ]27.5;31.5] ]-inf;34.5] 0.92145 0.0785498 0.00951543 331 0.00965268 +C11 ]31.5;35.5] ]34.5;40.5] 0.828585 0.171415 0.00896069 2071 0.0603949 +C33 ]35.5;42.5] ]64.5;+inf[ 0.551181 0.448819 0.00874269 254 0.00740719 +C4 ]31.5;35.5] ]-inf;34.5] 0.9 0.1 0.00618793 300 0.00874865 +C6 ]42.5;61.5] ]-inf;34.5] 0.83617 0.16383 0.00509054 940 0.0274124 +C18 ]31.5;35.5] ]40.5;49.5] 0.640394 0.359606 0.00486708 406 0.0118398 +C16 ]23.5;27.5] ]40.5;49.5] 0.878205 0.121795 0.0043959 312 0.0090986 +C23 ]23.5;27.5] ]49.5;64.5] 0.862559 0.137441 0.00434847 422 0.0123064 +C5 ]35.5;42.5] ]-inf;34.5] 0.849699 0.150301 0.00384244 499 0.0145519 +C21 ]61.5;+inf[ ]40.5;49.5] 0.589286 0.410714 0.00263458 112 0.00326616 +C24 ]27.5;31.5] ]49.5;64.5] 0.693396 0.306604 0.00250456 636 0.0185471 +C29 ]-inf;23.5] ]64.5;+inf[ 0.954545 0.0454545 0.00200756 44 0.00128314 +C12 ]35.5;42.5] ]34.5;40.5] 0.736826 0.263174 0.00174903 3245 0.0946312 +C32 ]31.5;35.5] ]64.5;+inf[ 0.697183 0.302817 0.000500276 142 0.00414103 +C14 ]61.5;+inf[ ]34.5;40.5] 0.74424 0.25576 0.000231476 868 0.0253128 +C31 ]27.5;31.5] ]64.5;+inf[ 0.719626 0.280374 0.000162997 107 0.00312035 +C30 ]23.5;27.5] ]64.5;+inf[ 0.804598 0.195402 0.000150609 87 0.00253711 +C35 ]61.5;+inf[ ]64.5;+inf[ 0.709677 0.290323 0.00014333 62 0.00180805 +C17 ]27.5;31.5] ]40.5;49.5] 0.77261 0.22739 4.22841e-05 387 0.0112858 + Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R70 +Variables + Type Name + Numerical hours_per_week + Categorical relationship + +Variables stats +hours_per_week +Interval Frequency Coverage +]-inf;34.5] 5925 0.172786 +]34.5;40.5] 18268 0.532735 +]40.5;49.5] 3260 0.0950687 +]49.5;60.5] 5672 0.165408 +]60.5;+inf[ 1166 0.0340031 +relationship +Group Frequency Coverage Size Value list +{Husband} 13771 0.401592 1 Husband +{Not-in-family, Unmarried} 12489 0.364206 2 Not-in-family Unmarried +{Own-child, Other-relative} 6420 0.187221 2 Own-child Other-relative * +{Wife} 1611 0.0469803 1 Wife + +Cell frequencies + relationship +hours_per_week {Husband} {Not-in-family, Unmarried} {Own-child, Other-relative} {Wife} Total Coverage +]-inf;34.5] 1062 2080 2377 406 5925 0.172786 +]34.5;40.5] 6940 7105 3319 904 18268 0.532735 +]40.5;49.5] 1675 1203 272 110 3260 0.0950687 +]49.5;60.5] 3384 1742 379 167 5672 0.165408 +]60.5;+inf[ 710 359 73 24 1166 0.0340031 +Total 13771 12489 6420 1611 34291 +Coverage 0.401592 0.364206 0.187221 0.0469803 + +% target value more + relationship +hours_per_week {Husband} {Not-in-family, Unmarried} {Own-child, Other-relative} {Wife} +]-inf;34.5] 0.186441 0.0206731 0.00420698 0.381773 +]34.5;40.5] 0.399712 0.0608023 0.0174751 0.488938 +]40.5;49.5] 0.530746 0.140482 0.0661765 0.554545 +]49.5;60.5] 0.585993 0.227899 0.0580475 0.598802 +]60.5;+inf[ 0.478873 0.200557 0.0547945 0.291667 + +Cells 20 +Cell Id hours_per_week relationship less more Interest Frequency Coverage +C4 ]49.5;60.5] {Husband} 0.414007 0.585993 0.200147 3384 0.0986848 +C7 ]34.5;40.5] {Not-in-family, Unmarried} 0.939198 0.0608023 0.17401 7105 0.207197 +C12 ]34.5;40.5] {Own-child, Other-relative} 0.982525 0.0174751 0.146166 3319 0.0967892 +C11 ]-inf;34.5] {Own-child, Other-relative} 0.995793 0.00420698 0.127923 2377 0.0693185 +C2 ]34.5;40.5] {Husband} 0.600288 0.399712 0.0952041 6940 0.202385 +C6 ]-inf;34.5] {Not-in-family, Unmarried} 0.979327 0.0206731 0.0876205 2080 0.0606573 +C3 ]40.5;49.5] {Husband} 0.469254 0.530746 0.0712475 1675 0.0488466 +C17 ]34.5;40.5] {Wife} 0.511062 0.488938 0.0286797 904 0.0263626 +C5 ]60.5;+inf[ {Husband} 0.521127 0.478873 0.0208369 710 0.0207051 +C19 ]49.5;60.5] {Wife} 0.401198 0.598802 0.0105845 167 0.00487008 +C14 ]49.5;60.5] {Own-child, Other-relative} 0.941953 0.0580475 0.00964185 379 0.0110525 +C8 ]40.5;49.5] {Not-in-family, Unmarried} 0.859518 0.140482 0.00767847 1203 0.0350821 +C13 ]40.5;49.5] {Own-child, Other-relative} 0.933824 0.0661765 0.0061801 272 0.00793211 +C18 ]40.5;49.5] {Wife} 0.445455 0.554545 0.00543006 110 0.00320784 +C16 ]-inf;34.5] {Wife} 0.618227 0.381773 0.00444473 406 0.0118398 +C15 ]60.5;+inf[ {Own-child, Other-relative} 0.945205 0.0547945 0.00194177 73 0.00212884 +C1 ]-inf;34.5] {Husband} 0.813559 0.186441 0.00179499 1062 0.0309702 +C10 ]60.5;+inf[ {Not-in-family, Unmarried} 0.799443 0.200557 0.000316542 359 0.0104692 +C9 ]49.5;60.5] {Not-in-family, Unmarried} 0.772101 0.227899 0.000114452 1742 0.0508005 +C20 ]60.5;+inf[ {Wife} 0.708333 0.291667 3.85846e-05 24 0.000699892 + Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R71 +Variables + Type Name + Categorical marital_status + Categorical sex + +Variables stats +marital_status +Group Frequency Coverage Size Value list +{Married-civ-spouse, Married-AF-spouse} 15636 0.45598 2 Married-civ-spouse Married-AF-spouse * +{Never-married} 11400 0.332449 1 Never-married +{Divorced, Widowed} 5748 0.167624 2 Divorced Widowed +{Separated, Married-spouse-absent} 1507 0.0439474 2 Separated Married-spouse-absent +sex +Group Frequency Coverage Size Value list +{Male} 22881 0.66726 1 Male +{Female} 11410 0.33274 1 Female * + +Cell frequencies + sex +marital_status {Male} {Female} Total Coverage +{Married-civ-spouse, Married-AF-spouse} 13903 1733 15636 0.45598 +{Never-married} 6295 5105 11400 0.332449 +{Divorced, Widowed} 2041 3707 5748 0.167624 +{Separated, Married-spouse-absent} 642 865 1507 0.0439474 +Total 22881 11410 34291 +Coverage 0.66726 0.33274 + +% target value more + sex +marital_status {Male} {Female} +{Married-civ-spouse, Married-AF-spouse} 0.445947 0.453549 +{Never-married} 0.0535346 0.0336925 +{Divorced, Widowed} 0.164135 0.0639331 +{Separated, Married-spouse-absent} 0.11215 0.0404624 + +Cells 8 +Cell Id marital_status sex less more Interest Frequency Coverage +C1 {Married-civ-spouse, Married-AF-spouse} {Male} 0.554053 0.445947 0.3718 13903 0.405442 +C6 {Never-married} {Female} 0.966308 0.0336925 0.217421 5105 0.148873 +C2 {Never-married} {Male} 0.946465 0.0535346 0.205371 6295 0.183576 +C7 {Divorced, Widowed} {Female} 0.936067 0.0639331 0.104791 3707 0.108104 +C5 {Married-civ-spouse, Married-AF-spouse} {Female} 0.546451 0.453549 0.0496272 1733 0.050538 +C8 {Separated, Married-spouse-absent} {Female} 0.959538 0.0404624 0.0336531 865 0.0252253 +C3 {Divorced, Widowed} {Male} 0.835865 0.164135 0.00873945 2041 0.05952 +C4 {Separated, Married-spouse-absent} {Male} 0.88785 0.11215 0.00859636 642 0.0187221 + Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R72 +Variables + Type Name + Categorical relationship + Categorical sex + +Variables stats +relationship +Group Frequency Coverage Size Value list +{Husband, Wife} 15382 0.448573 2 Husband Wife +{Not-in-family} 8868 0.25861 1 Not-in-family +{Own-child, Other-relative} 6420 0.187221 2 Own-child Other-relative * +{Unmarried} 3621 0.105596 1 Unmarried +sex +Group Frequency Coverage Size Value list +{Male} 22881 0.66726 1 Male +{Female} 11410 0.33274 1 Female * + +Cell frequencies + sex +relationship {Male} {Female} Total Coverage +{Husband, Wife} 13771 1611 15382 0.448573 +{Not-in-family} 4751 4117 8868 0.25861 +{Own-child, Other-relative} 3530 2890 6420 0.187221 +{Unmarried} 829 2792 3621 0.105596 +Total 22881 11410 34291 +Coverage 0.66726 0.33274 + +% target value more + sex +relationship {Male} {Female} +{Husband, Wife} 0.44906 0.47486 +{Not-in-family} 0.123763 0.0723828 +{Own-child, Other-relative} 0.0181303 0.016609 +{Unmarried} 0.130277 0.0426218 + +Cells 8 +Cell Id relationship sex less more Interest Frequency Coverage +C1 {Husband, Wife} {Male} 0.55094 0.44906 0.36316 13771 0.401592 +C3 {Own-child, Other-relative} {Male} 0.98187 0.0181303 0.178022 3530 0.102942 +C7 {Own-child, Other-relative} {Female} 0.983391 0.016609 0.14889 2890 0.0842787 +C8 {Unmarried} {Female} 0.957378 0.0426218 0.101159 2792 0.0814208 +C6 {Not-in-family} {Female} 0.927617 0.0723828 0.0989731 4117 0.120061 +C5 {Husband, Wife} {Female} 0.52514 0.47486 0.0529206 1611 0.0469803 +C2 {Not-in-family} {Male} 0.876237 0.123763 0.049302 4751 0.138549 +C4 {Unmarried} {Male} 0.869723 0.130277 0.00757341 829 0.0241754 + Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R73 +Variables + Type Name + Categorical education + Categorical occupation + +Variables stats +education +Group Frequency Coverage Size Value list +{HS-grad, Some-college} 18747 0.546703 2 HS-grad Some-college +{Bachelors} 5645 0.16462 1 Bachelors +{11th, 10th, 7th-8th, ...} 4482 0.130705 8 11th 10th 7th-8th 9th 12th 5th-6th 1st-4th Preschool * +{Assoc-voc, Assoc-acdm} 2586 0.0754134 2 Assoc-voc Assoc-acdm +{Masters} 1842 0.0537167 1 Masters +{Prof-school, Doctorate} 989 0.0288414 2 Prof-school Doctorate +occupation +Group Frequency Coverage Size Value list +{Craft-repair, Sales, Transport-moving, ...} 11597 0.338194 5 Craft-repair Sales Transport-moving Tech-support Protective-serv +{Adm-clerical, Machine-op-inspct, Farming-fishing} 6988 0.203785 3 Adm-clerical Machine-op-inspct Farming-fishing +{Prof-specialty, Armed-Forces} 6342 0.184946 2 Prof-specialty Armed-Forces * +{Other-service, Handlers-cleaners, Priv-house-serv} 5074 0.147969 3 Other-service Handlers-cleaners Priv-house-serv +{Exec-managerial} 4290 0.125106 1 Exec-managerial + +Cell frequencies + occupation +education {Craft-repair, Sales, Transport-moving, ...} {Adm-clerical, Machine-op-inspct, Farming-fishing} {Prof-specialty, Armed-Forces} {Other-service, Handlers-cleaners, Priv-house-serv} {Exec-managerial} Total Coverage +{HS-grad, Some-college} 7199 4670 1908 3229 1741 18747 0.546703 +{Bachelors} 1537 677 1754 237 1440 5645 0.16462 +{11th, 10th, 7th-8th, ...} 1542 976 513 1327 124 4482 0.130705 +{Assoc-voc, Assoc-acdm} 1021 555 415 250 345 2586 0.0754134 +{Masters} 245 92 956 24 525 1842 0.0537167 +{Prof-school, Doctorate} 53 18 796 7 115 989 0.0288414 +Total 11597 6988 6342 5074 4290 34291 +Coverage 0.338194 0.203785 0.184946 0.147969 0.125106 + +% target value more + occupation +education {Craft-repair, Sales, Transport-moving, ...} {Adm-clerical, Machine-op-inspct, Farming-fishing} {Prof-specialty, Armed-Forces} {Other-service, Handlers-cleaners, Priv-house-serv} {Exec-managerial} +{HS-grad, Some-college} 0.221559 0.120557 0.146751 0.0476928 0.343481 +{Bachelors} 0.433312 0.249631 0.387685 0.130802 0.549306 +{11th, 10th, 7th-8th, ...} 0.0901427 0.0430328 0.0331384 0.0173323 0.274194 +{Assoc-voc, Assoc-acdm} 0.303624 0.136937 0.281928 0.076 0.42029 +{Masters} 0.522449 0.315217 0.48431 0.0833333 0.72 +{Prof-school, Doctorate} 0.54717 0.444444 0.744975 0.428571 0.8 + +Cells 30 +Cell Id education occupation less more Interest Frequency Coverage +C18 {Prof-school, Doctorate} {Prof-specialty, Armed-Forces} 0.255025 0.744975 0.150504 796 0.0232131 +C19 {HS-grad, Some-college} {Other-service, Handlers-cleaners, Priv-house-serv} 0.952307 0.0476928 0.145732 3229 0.0941646 +C26 {Bachelors} {Exec-managerial} 0.450694 0.549306 0.106113 1440 0.0419935 +C21 {11th, 10th, 7th-8th, ...} {Other-service, Handlers-cleaners, Priv-house-serv} 0.982668 0.0173323 0.0902381 1327 0.0386982 +C29 {Masters} {Exec-managerial} 0.28 0.72 0.0898281 525 0.0153101 +C7 {HS-grad, Some-college} {Adm-clerical, Machine-op-inspct, Farming-fishing} 0.879443 0.120557 0.0686468 4670 0.136187 +C9 {11th, 10th, 7th-8th, ...} {Adm-clerical, Machine-op-inspct, Farming-fishing} 0.956967 0.0430328 0.0468941 976 0.0284623 +C2 {Bachelors} {Craft-repair, Sales, Transport-moving, ...} 0.566688 0.433312 0.0466172 1537 0.0448223 +C17 {Masters} {Prof-specialty, Armed-Forces} 0.51569 0.48431 0.0451118 956 0.027879 +C3 {11th, 10th, 7th-8th, ...} {Craft-repair, Sales, Transport-moving, ...} 0.909857 0.0901427 0.0379302 1542 0.0449681 +C14 {Bachelors} {Prof-specialty, Armed-Forces} 0.612315 0.387685 0.0319721 1754 0.0511504 +C15 {11th, 10th, 7th-8th, ...} {Prof-specialty, Armed-Forces} 0.966862 0.0331384 0.0281347 513 0.0149602 +C30 {Prof-school, Doctorate} {Exec-managerial} 0.2 0.8 0.0267535 115 0.00335365 +C13 {HS-grad, Some-college} {Prof-specialty, Armed-Forces} 0.853249 0.146751 0.016291 1908 0.0556414 +C25 {HS-grad, Some-college} {Exec-managerial} 0.656519 0.343481 0.0161595 1741 0.0507713 +C5 {Masters} {Craft-repair, Sales, Transport-moving, ...} 0.477551 0.522449 0.0152042 245 0.00714473 +C28 {Assoc-voc, Assoc-acdm} {Exec-managerial} 0.57971 0.42029 0.00917204 345 0.0100609 +C22 {Assoc-voc, Assoc-acdm} {Other-service, Handlers-cleaners, Priv-house-serv} 0.924 0.076 0.00760515 250 0.00729054 +C10 {Assoc-voc, Assoc-acdm} {Adm-clerical, Machine-op-inspct, Farming-fishing} 0.863063 0.136937 0.00589275 555 0.016185 +C6 {Prof-school, Doctorate} {Craft-repair, Sales, Transport-moving, ...} 0.45283 0.54717 0.00385466 53 0.0015456 +C4 {Assoc-voc, Assoc-acdm} {Craft-repair, Sales, Transport-moving, ...} 0.696376 0.303624 0.00375695 1021 0.0297746 +C20 {Bachelors} {Other-service, Handlers-cleaners, Priv-house-serv} 0.869198 0.130802 0.00285677 237 0.00691143 +C1 {HS-grad, Some-college} {Craft-repair, Sales, Transport-moving, ...} 0.778441 0.221559 0.00189073 7199 0.209938 +C16 {Assoc-voc, Assoc-acdm} {Prof-specialty, Armed-Forces} 0.718072 0.281928 0.000692131 415 0.0121023 +C23 {Masters} {Other-service, Handlers-cleaners, Priv-house-serv} 0.916667 0.0833333 0.000655025 24 0.000699892 +C12 {Prof-school, Doctorate} {Adm-clerical, Machine-op-inspct, Farming-fishing} 0.555556 0.444444 0.000606833 18 0.000524919 +C11 {Masters} {Adm-clerical, Machine-op-inspct, Farming-fishing} 0.684783 0.315217 0.000465482 92 0.00268292 +C24 {Prof-school, Doctorate} {Other-service, Handlers-cleaners, Priv-house-serv} 0.571429 0.428571 0.000202582 7 0.000204135 +C27 {11th, 10th, 7th-8th, ...} {Exec-managerial} 0.725806 0.274194 0.000140783 124 0.00361611 +C8 {Bachelors} {Adm-clerical, Machine-op-inspct, Farming-fishing} 0.750369 0.249631 7.75918e-05 677 0.0197428 + Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R74 +Variables + Type Name + Numerical education_num + Categorical occupation + +Variables stats +education_num +Interval Frequency Coverage +]-inf;8.5] 4482 0.130705 +]8.5;10.5] 18747 0.546703 +]10.5;12.5] 2586 0.0754134 +]12.5;13.5] 5645 0.16462 +]13.5;14.5] 1842 0.0537167 +]14.5;+inf[ 989 0.0288414 +occupation +Group Frequency Coverage Size Value list +{Craft-repair, Sales, Transport-moving, ...} 11597 0.338194 5 Craft-repair Sales Transport-moving Tech-support Protective-serv +{Adm-clerical, Machine-op-inspct, Farming-fishing} 6988 0.203785 3 Adm-clerical Machine-op-inspct Farming-fishing +{Prof-specialty, Armed-Forces} 6342 0.184946 2 Prof-specialty Armed-Forces * +{Other-service, Handlers-cleaners, Priv-house-serv} 5074 0.147969 3 Other-service Handlers-cleaners Priv-house-serv +{Exec-managerial} 4290 0.125106 1 Exec-managerial + +Cell frequencies + occupation +education_num {Craft-repair, Sales, Transport-moving, ...} {Adm-clerical, Machine-op-inspct, Farming-fishing} {Prof-specialty, Armed-Forces} {Other-service, Handlers-cleaners, Priv-house-serv} {Exec-managerial} Total Coverage +]-inf;8.5] 1542 976 513 1327 124 4482 0.130705 +]8.5;10.5] 7199 4670 1908 3229 1741 18747 0.546703 +]10.5;12.5] 1021 555 415 250 345 2586 0.0754134 +]12.5;13.5] 1537 677 1754 237 1440 5645 0.16462 +]13.5;14.5] 245 92 956 24 525 1842 0.0537167 +]14.5;+inf[ 53 18 796 7 115 989 0.0288414 +Total 11597 6988 6342 5074 4290 34291 +Coverage 0.338194 0.203785 0.184946 0.147969 0.125106 + +% target value more + occupation +education_num {Craft-repair, Sales, Transport-moving, ...} {Adm-clerical, Machine-op-inspct, Farming-fishing} {Prof-specialty, Armed-Forces} {Other-service, Handlers-cleaners, Priv-house-serv} {Exec-managerial} +]-inf;8.5] 0.0901427 0.0430328 0.0331384 0.0173323 0.274194 +]8.5;10.5] 0.221559 0.120557 0.146751 0.0476928 0.343481 +]10.5;12.5] 0.303624 0.136937 0.281928 0.076 0.42029 +]12.5;13.5] 0.433312 0.249631 0.387685 0.130802 0.549306 +]13.5;14.5] 0.522449 0.315217 0.48431 0.0833333 0.72 +]14.5;+inf[ 0.54717 0.444444 0.744975 0.428571 0.8 + +Cells 30 +Cell Id education_num occupation less more Interest Frequency Coverage +C18 ]14.5;+inf[ {Prof-specialty, Armed-Forces} 0.255025 0.744975 0.150504 796 0.0232131 +C20 ]8.5;10.5] {Other-service, Handlers-cleaners, Priv-house-serv} 0.952307 0.0476928 0.145732 3229 0.0941646 +C28 ]12.5;13.5] {Exec-managerial} 0.450694 0.549306 0.106113 1440 0.0419935 +C19 ]-inf;8.5] {Other-service, Handlers-cleaners, Priv-house-serv} 0.982668 0.0173323 0.0902381 1327 0.0386982 +C29 ]13.5;14.5] {Exec-managerial} 0.28 0.72 0.0898281 525 0.0153101 +C8 ]8.5;10.5] {Adm-clerical, Machine-op-inspct, Farming-fishing} 0.879443 0.120557 0.0686468 4670 0.136187 +C7 ]-inf;8.5] {Adm-clerical, Machine-op-inspct, Farming-fishing} 0.956967 0.0430328 0.0468941 976 0.0284623 +C4 ]12.5;13.5] {Craft-repair, Sales, Transport-moving, ...} 0.566688 0.433312 0.0466172 1537 0.0448223 +C17 ]13.5;14.5] {Prof-specialty, Armed-Forces} 0.51569 0.48431 0.0451118 956 0.027879 +C1 ]-inf;8.5] {Craft-repair, Sales, Transport-moving, ...} 0.909857 0.0901427 0.0379302 1542 0.0449681 +C16 ]12.5;13.5] {Prof-specialty, Armed-Forces} 0.612315 0.387685 0.0319721 1754 0.0511504 +C13 ]-inf;8.5] {Prof-specialty, Armed-Forces} 0.966862 0.0331384 0.0281347 513 0.0149602 +C30 ]14.5;+inf[ {Exec-managerial} 0.2 0.8 0.0267535 115 0.00335365 +C14 ]8.5;10.5] {Prof-specialty, Armed-Forces} 0.853249 0.146751 0.016291 1908 0.0556414 +C26 ]8.5;10.5] {Exec-managerial} 0.656519 0.343481 0.0161595 1741 0.0507713 +C5 ]13.5;14.5] {Craft-repair, Sales, Transport-moving, ...} 0.477551 0.522449 0.0152042 245 0.00714473 +C27 ]10.5;12.5] {Exec-managerial} 0.57971 0.42029 0.00917204 345 0.0100609 +C21 ]10.5;12.5] {Other-service, Handlers-cleaners, Priv-house-serv} 0.924 0.076 0.00760515 250 0.00729054 +C9 ]10.5;12.5] {Adm-clerical, Machine-op-inspct, Farming-fishing} 0.863063 0.136937 0.00589275 555 0.016185 +C6 ]14.5;+inf[ {Craft-repair, Sales, Transport-moving, ...} 0.45283 0.54717 0.00385466 53 0.0015456 +C3 ]10.5;12.5] {Craft-repair, Sales, Transport-moving, ...} 0.696376 0.303624 0.00375695 1021 0.0297746 +C22 ]12.5;13.5] {Other-service, Handlers-cleaners, Priv-house-serv} 0.869198 0.130802 0.00285677 237 0.00691143 +C2 ]8.5;10.5] {Craft-repair, Sales, Transport-moving, ...} 0.778441 0.221559 0.00189073 7199 0.209938 +C15 ]10.5;12.5] {Prof-specialty, Armed-Forces} 0.718072 0.281928 0.000692131 415 0.0121023 +C23 ]13.5;14.5] {Other-service, Handlers-cleaners, Priv-house-serv} 0.916667 0.0833333 0.000655025 24 0.000699892 +C12 ]14.5;+inf[ {Adm-clerical, Machine-op-inspct, Farming-fishing} 0.555556 0.444444 0.000606833 18 0.000524919 +C11 ]13.5;14.5] {Adm-clerical, Machine-op-inspct, Farming-fishing} 0.684783 0.315217 0.000465482 92 0.00268292 +C24 ]14.5;+inf[ {Other-service, Handlers-cleaners, Priv-house-serv} 0.571429 0.428571 0.000202582 7 0.000204135 +C25 ]-inf;8.5] {Exec-managerial} 0.725806 0.274194 0.000140783 124 0.00361611 +C10 ]12.5;13.5] {Adm-clerical, Machine-op-inspct, Farming-fishing} 0.750369 0.249631 7.75918e-05 677 0.0197428 + Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R75 +Variables + Type Name + Numerical age + Categorical marital_status + +Variables stats +age +Interval Frequency Coverage +]-inf;21.5] 3294 0.0960602 +]21.5;23.5] 1803 0.0525794 +]23.5;27.5] 3377 0.0984807 +]27.5;31.5] 3569 0.10408 +]31.5;35.5] 3697 0.107813 +]35.5;42.5] 6001 0.175002 +]42.5;55.5] 8095 0.236068 +]55.5;61.5] 2193 0.0639526 +]61.5;+inf[ 2262 0.0659648 +marital_status +Group Frequency Coverage Size Value list +{Never-married, Divorced, Widowed, ...} 18682 0.544808 6 Never-married Divorced Widowed Separated Married-spouse-absent * +{Married-civ-spouse} 15609 0.455192 1 Married-civ-spouse + +Cell frequencies + marital_status +age {Never-married, Divorced, Widowed, ...} {Married-civ-spouse} Total Coverage +]-inf;21.5] 3184 110 3294 0.0960602 +]21.5;23.5] 1583 220 1803 0.0525794 +]23.5;27.5] 2486 891 3377 0.0984807 +]27.5;31.5] 2094 1475 3569 0.10408 +]31.5;35.5] 1814 1883 3697 0.107813 +]35.5;42.5] 2602 3399 6001 0.175002 +]42.5;55.5] 3195 4900 8095 0.236068 +]55.5;61.5] 776 1417 2193 0.0639526 +]61.5;+inf[ 948 1314 2262 0.0659648 +Total 18682 15609 34291 +Coverage 0.544808 0.455192 + +% target value more + marital_status +age {Never-married, Divorced, Widowed, ...} {Married-civ-spouse} +]-inf;21.5] 0.000942211 0.0363636 +]21.5;23.5] 0.0113708 0.0454545 +]23.5;27.5] 0.0209171 0.196409 +]27.5;31.5] 0.0496657 0.349831 +]31.5;35.5] 0.0815877 0.390866 +]35.5;42.5] 0.101076 0.511915 +]42.5;55.5] 0.135837 0.55102 +]55.5;61.5] 0.119845 0.466478 +]61.5;+inf[ 0.0896624 0.328767 + +Cells 18 +Cell Id age marital_status less more Interest Frequency Coverage +C16 ]42.5;55.5] {Married-civ-spouse} 0.44898 0.55102 0.239706 4900 0.142895 +C1 ]-inf;21.5] {Never-married, Divorced, Widowed, ...} 0.999058 0.000942211 0.184518 3184 0.0928524 +C15 ]35.5;42.5] {Married-civ-spouse} 0.488085 0.511915 0.128971 3399 0.0991222 +C3 ]23.5;27.5] {Never-married, Divorced, Widowed, ...} 0.979083 0.0209171 0.105663 2486 0.0724972 +C2 ]21.5;23.5] {Never-married, Divorced, Widowed, ...} 0.988629 0.0113708 0.0770428 1583 0.0461637 +C4 ]27.5;31.5] {Never-married, Divorced, Widowed, ...} 0.950334 0.0496657 0.060455 2094 0.0610656 +C17 ]55.5;61.5] {Married-civ-spouse} 0.533522 0.466478 0.0380723 1417 0.0413228 +C6 ]35.5;42.5] {Never-married, Divorced, Widowed, ...} 0.898924 0.101076 0.0353139 2602 0.07588 +C5 ]31.5;35.5] {Never-married, Divorced, Widowed, ...} 0.918412 0.0815877 0.0333859 1814 0.0529002 +C14 ]31.5;35.5] {Married-civ-spouse} 0.609134 0.390866 0.023477 1883 0.0549124 +C7 ]42.5;55.5] {Never-married, Divorced, Widowed, ...} 0.864163 0.135837 0.0228094 3195 0.0931731 +C9 ]61.5;+inf[ {Never-married, Divorced, Widowed, ...} 0.910338 0.0896624 0.0154337 948 0.0276457 +C13 ]27.5;31.5] {Married-civ-spouse} 0.650169 0.349831 0.0100715 1475 0.0430142 +C8 ]55.5;61.5] {Never-married, Divorced, Widowed, ...} 0.880155 0.119845 0.00759339 776 0.0226298 +C11 ]21.5;23.5] {Married-civ-spouse} 0.954545 0.0454545 0.00672222 220 0.00641568 +C18 ]61.5;+inf[ {Married-civ-spouse} 0.671233 0.328767 0.00598554 1314 0.0383191 +C10 ]-inf;21.5] {Married-civ-spouse} 0.963636 0.0363636 0.00379595 110 0.00320784 +C12 ]23.5;27.5] {Married-civ-spouse} 0.803591 0.196409 0.000984021 891 0.0259835 + Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R76 +Variables + Type Name + Numerical age + Categorical relationship + +Variables stats +age +Interval Frequency Coverage +]-inf;23.5] 5097 0.14864 +]23.5;27.5] 3377 0.0984807 +]27.5;35.5] 7266 0.211892 +]35.5;42.5] 6001 0.175002 +]42.5;55.5] 8095 0.236068 +]55.5;61.5] 2193 0.0639526 +]61.5;+inf[ 2262 0.0659648 +relationship +Group Frequency Coverage Size Value list +{Husband, Wife} 15382 0.448573 2 Husband Wife +{Own-child, Unmarried, Other-relative} 10041 0.292817 3 Own-child Unmarried Other-relative * +{Not-in-family} 8868 0.25861 1 Not-in-family + +Cell frequencies + relationship +age {Husband, Wife} {Own-child, Unmarried, Other-relative} {Not-in-family} Total Coverage +]-inf;23.5] 286 3710 1101 5097 0.14864 +]23.5;27.5] 851 1305 1221 3377 0.0984807 +]27.5;35.5] 3292 1833 2141 7266 0.211892 +]35.5;42.5] 3371 1216 1414 6001 0.175002 +]42.5;55.5] 4861 1443 1791 8095 0.236068 +]55.5;61.5] 1412 286 495 2193 0.0639526 +]61.5;+inf[ 1309 248 705 2262 0.0659648 +Total 15382 10041 8868 34291 +Coverage 0.448573 0.292817 0.25861 + +% target value more + relationship +age {Husband, Wife} {Own-child, Unmarried, Other-relative} {Not-in-family} +]-inf;23.5] 0.0454545 0.00404313 0.00635786 +]23.5;27.5] 0.20329 0.010728 0.03276 +]27.5;35.5] 0.37819 0.0310966 0.0943484 +]35.5;42.5] 0.512904 0.0534539 0.147808 +]42.5;55.5] 0.554618 0.102564 0.161921 +]55.5;61.5] 0.468839 0.0944056 0.131313 +]61.5;+inf[ 0.329259 0.0524194 0.103546 + +Cells 21 +Cell Id age relationship less more Interest Frequency Coverage +C5 ]42.5;55.5] {Husband, Wife} 0.445382 0.554618 0.23799 4861 0.141757 +C8 ]-inf;23.5] {Own-child, Unmarried, Other-relative} 0.995957 0.00404313 0.198496 3710 0.108192 +C4 ]35.5;42.5] {Husband, Wife} 0.487096 0.512904 0.126116 3371 0.0983057 +C10 ]27.5;35.5] {Own-child, Unmarried, Other-relative} 0.968903 0.0310966 0.0664634 1833 0.0534543 +C9 ]23.5;27.5] {Own-child, Unmarried, Other-relative} 0.989272 0.010728 0.0627915 1305 0.0380566 +C15 ]-inf;23.5] {Not-in-family} 0.993642 0.00635786 0.0566764 1101 0.0321076 +C16 ]23.5;27.5] {Not-in-family} 0.96724 0.03276 0.0432971 1221 0.035607 +C6 ]55.5;61.5] {Husband, Wife} 0.531161 0.468839 0.0378846 1412 0.041177 +C3 ]27.5;35.5] {Husband, Wife} 0.62181 0.37819 0.034036 3292 0.0960019 +C11 ]35.5;42.5] {Own-child, Unmarried, Other-relative} 0.946546 0.0534539 0.0326568 1216 0.0354612 +C17 ]27.5;35.5] {Not-in-family} 0.905652 0.0943484 0.0317175 2141 0.0624362 +C12 ]42.5;55.5] {Own-child, Unmarried, Other-relative} 0.897436 0.102564 0.0187123 1443 0.042081 +C21 ]61.5;+inf[ {Not-in-family} 0.896454 0.103546 0.00899411 705 0.0205593 +C1 ]-inf;23.5] {Husband, Wife} 0.954545 0.0454545 0.00855751 286 0.00834038 +C18 ]35.5;42.5] {Not-in-family} 0.852192 0.147808 0.00757709 1414 0.0412353 +C14 ]61.5;+inf[ {Own-child, Unmarried, Other-relative} 0.947581 0.0524194 0.0067546 248 0.00723222 +C19 ]42.5;55.5] {Not-in-family} 0.838079 0.161921 0.0067075 1791 0.0522294 +C7 ]61.5;+inf[ {Husband, Wife} 0.670741 0.329259 0.0059007 1309 0.0381733 +C13 ]55.5;61.5] {Own-child, Unmarried, Other-relative} 0.905594 0.0944056 0.00423307 286 0.00834038 +C20 ]55.5;61.5] {Not-in-family} 0.868687 0.131313 0.00379897 495 0.0144353 +C2 ]23.5;27.5] {Husband, Wife} 0.79671 0.20329 0.000638284 851 0.024817 + Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R78 +Variables + Type Name + Categorical marital_status + Categorical relationship + +Variables stats +marital_status +Group Frequency Coverage Size Value list +{Married-civ-spouse, Married-AF-spouse} 15636 0.45598 2 Married-civ-spouse Married-AF-spouse * +{Never-married, Separated} 12475 0.363798 2 Never-married Separated +{Divorced, Widowed, Married-spouse-absent} 6180 0.180222 3 Divorced Widowed Married-spouse-absent +relationship +Group Frequency Coverage Size Value list +{Husband, Unmarried, Wife} 19003 0.554169 3 Husband Unmarried Wife +{Not-in-family} 8868 0.25861 1 Not-in-family +{Own-child, Other-relative} 6420 0.187221 2 Own-child Other-relative * + +Cell frequencies + relationship +marital_status {Husband, Unmarried, Wife} {Not-in-family} {Own-child, Other-relative} Total Coverage +{Married-civ-spouse, Married-AF-spouse} 15382 15 239 15636 0.45598 +{Never-married, Separated} 1429 5469 5577 12475 0.363798 +{Divorced, Widowed, Married-spouse-absent} 2192 3384 604 6180 0.180222 +Total 19003 8868 6420 34291 +Coverage 0.554169 0.25861 0.187221 + +% target value more + relationship +marital_status {Husband, Unmarried, Wife} {Not-in-family} {Own-child, Other-relative} +{Married-civ-spouse, Married-AF-spouse} 0.451762 0.133333 0.146444 +{Never-married, Separated} 0.0279916 0.0888645 0.00950332 +{Divorced, Widowed, Married-spouse-absent} 0.0853102 0.117612 0.0397351 + +Cells 9 +Cell Id marital_status relationship less more Interest Frequency Coverage +C1 {Married-civ-spouse, Married-AF-spouse} {Husband, Unmarried, Wife} 0.548238 0.451762 0.412518 15382 0.448573 +C8 {Never-married, Separated} {Own-child, Other-relative} 0.990497 0.00950332 0.316279 5577 0.162637 +C5 {Never-married, Separated} {Not-in-family} 0.911135 0.0888645 0.10214 5469 0.159488 +C2 {Never-married, Separated} {Husband, Unmarried, Wife} 0.972008 0.0279916 0.0625098 1429 0.0416727 +C3 {Divorced, Widowed, Married-spouse-absent} {Husband, Unmarried, Wife} 0.91469 0.0853102 0.0432242 2192 0.0639235 +C6 {Divorced, Widowed, Married-spouse-absent} {Not-in-family} 0.882388 0.117612 0.0390942 3384 0.0986848 +C9 {Divorced, Widowed, Married-spouse-absent} {Own-child, Other-relative} 0.960265 0.0397351 0.0225771 604 0.017614 +C7 {Married-civ-spouse, Married-AF-spouse} {Own-child, Other-relative} 0.853556 0.146444 0.0015299 239 0.00696976 +C4 {Married-civ-spouse, Married-AF-spouse} {Not-in-family} 0.866667 0.133333 0.000127828 15 0.000437433 + Total 0.761628 0.238372 1 34291 1 diff --git a/test/LearningTest/TestKhiops/Standard/Preparation2D/results.ref/PreparationReport.xls b/test/LearningTest/TestKhiops/Standard/Preparation2D/results.ref/PreparationReport.xls new file mode 100644 index 000000000..2e0698208 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/Preparation2D/results.ref/PreparationReport.xls @@ -0,0 +1,449 @@ +#Khiops 10.1.5 +Descriptive statistics + + +Problem description +Short description + +Dictionary Adult +Variables + Categorical 9 + Numerical 5 + Total 14 + +Database ../../../datasets/Adult/Adult.txt +Sample percentage 70 +Sampling mode Include sample +Selection variable +Selection value +Instances 34291 + +Learning task Classification analysis + +Target variable Categorical class +Main target value more + +Target variable stats +Value Frequency Coverage +less 26117 0.761628 +more 8174 0.238372 + +Evaluated variables 13 +Informative variables 13 + +Max number of constructed variables 0 +Max number of trees 0 +Max number of variable pairs 1000 +Discretization MODL +Value grouping MODL + +Null model + Constr. cost 0.693147 + Prep. cost 10.4427 + Data cost 18827.2 + + +Categorical variables statistics + +Rank Name Level Groups Values Mode Mode coverage Constr. cost Prep. cost Data cost +R01 relationship 0.208149 5 6 Husband 0.401592 3.3322 53.9185 14859.9 +R02 marital_status 0.197867 3 7 Married-civ-spouse 0.455192 3.3322 39.207 15068.3 +R06 education 0.112038 7 16 HS-grad 0.323758 3.3322 88.9107 16635.5 +R07 occupation 0.0901147 8 14 Prof-specialty 0.184567 3.3322 94.4276 17042.9 +R10 sex 0.0466446 2 2 Male 0.66726 3.3322 20.8234 17935.5 +R11 workclass 0.0224925 4 8 Private 0.751276 3.3322 47.5855 18363.7 +R12 race 0.0102296 2 5 White 0.854481 3.3322 25.3683 18616.9 +R13 native_country 0.00652542 3 40 United-States 0.915371 3.3322 73.666 18638.4 + + +Numerical variables statistics + +Rank Name Level Intervals Values Min Max Mean Std dev Missing number Constr. cost Prep. cost Data cost +R03 capital_gain 0.139683 19 122 0 99999 1129.327783 7735.318813 0 3.3322 188.918 16014.7 +R04 age 0.117934 12 74 17 90 38.67338369 13.77705677 0 3.3322 122.056 16491.2 +R05 education_num 0.112573 7 16 1 16 10.08075005 2.555450221 0 3.3322 78.8343 16635.5 +R08 hours_per_week 0.071737 6 93 1 99 40.41281969 12.3602687 0 3.3322 69.0858 17414.5 +R09 capital_loss 0.0536624 16 95 0 4356 87.26231373 403.1609014 0 3.3322 169.971 17654.1 + + +-------------------------------------------------------------------------------- + +Variables detailed statistics + + +Rank R01 +Variable Categorical relationship + +Variable stats +Group Size Value list +{Husband, Wife} 2 Husband Wife +{Not-in-family} 1 Not-in-family +{Own-child} 1 Own-child +{Unmarried} 1 Unmarried +{Other-relative} 1 Other-relative * + +% target values +Group less more Interest Frequency Coverage +{Husband, Wife} 0.548238 0.451762 0.422448 15382 0.448573 +{Own-child} 0.985228 0.0147719 0.287464 5348 0.155959 +{Not-in-family} 0.90009 0.0999098 0.142352 8868 0.25861 +{Unmarried} 0.93731 0.0626899 0.101483 3621 0.105596 +{Other-relative} 0.969216 0.0307836 0.0462536 1072 0.0312618 +Total 0.761628 0.238372 1 34291 1 + +Values +Value Frequency Coverage +Husband 13771 0.401592 +Not-in-family 8868 0.25861 +Own-child 5348 0.155959 +Unmarried 3621 0.105596 +Wife 1611 0.0469803 +Other-relative 1072 0.0312618 + +---------------------------------------------- +Rank R02 +Variable Categorical marital_status + +Variable stats +Group Size Value list +{Married-civ-spouse, Married-AF-spouse} 2 Married-civ-spouse Married-AF-spouse * +{Never-married, Separated} 2 Never-married Separated +{Divorced, Widowed, Married-spouse-absent} 3 Divorced Widowed Married-spouse-absent + +% target values +Group less more Interest Frequency Coverage +{Never-married, Separated} 0.953587 0.0464128 0.460279 12475 0.363798 +{Married-civ-spouse, Married-AF-spouse} 0.553211 0.446789 0.4328 15636 0.45598 +{Divorced, Widowed, Married-spouse-absent} 0.901456 0.0985437 0.106921 6180 0.180222 +Total 0.761628 0.238372 1 34291 1 + +Values +Value Frequency Coverage +Married-civ-spouse 15609 0.455192 +Never-married 11400 0.332449 +Divorced 4655 0.13575 +Widowed 1093 0.0318743 +Separated 1075 0.0313493 +Married-spouse-absent 432 0.0125981 +Married-AF-spouse 27 0.000787379 + +---------------------------------------------- +Rank R03 +Variable Numerical capital_gain + +% target values +Interval less more Interest Frequency Coverage +]-inf;57] 0.796308 0.203692 0.0385112 31420 0.916275 +]57;3048] 1 0 0.0478367 492 0.0143478 +]3048;3120] 0.0636364 0.936364 0.0441147 110 0.00320784 +]3120;4240] 1 0 0.0311133 320 0.00933189 +]4240;4400] 0.142857 0.857143 0.0214422 70 0.00204135 +]4400;4668] 1 0 0.00748665 77 0.00224549 +]4668;4826] 0 1 0.0148484 29 0.000845703 +]4826;4970] 0.758621 0.241379 2.57249e-07 29 0.000845703 +]4970;5119] 1 0 0.00777833 80 0.00233297 +]5119;5310] 0 1 0.0532493 104 0.00303287 +]5310;6808] 0.6 0.4 0.00125563 55 0.00160392 +]6808;7070] 1 0 0.00330579 34 0.000991514 +]7070;7436] 0 1 0.137731 269 0.00784462 +]7436;7560] 1 0 0.000388917 4 0.000116649 +]7560;10000] 0.00534759 0.994652 0.186215 374 0.0109067 +]10000;10585] 0.156863 0.843137 0.0148831 51 0.00148727 +]10585;30900] 0.00172414 0.998276 0.293924 580 0.0169141 +]30900;70000] 1 0 0.000680604 7 0.000204135 +]70000;+inf[ 0 1 0.0952344 186 0.00542416 +Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R04 +Variable Numerical age + +% target values +Interval less more Interest Frequency Coverage +]-inf;21.5] 0.997875 0.00212508 0.372056 3294 0.0960602 +]21.5;23.5] 0.98447 0.0155297 0.164954 1803 0.0525794 +]23.5;25.5] 0.952071 0.047929 0.0997211 1690 0.0492841 +]25.5;27.5] 0.913456 0.0865442 0.057524 1687 0.0491966 +]27.5;30.5] 0.836812 0.163188 0.0194256 2635 0.0768423 +]30.5;35.5] 0.768085 0.231915 0.000232794 4631 0.13505 +]35.5;37.5] 0.69452 0.30548 0.00939477 1843 0.0537459 +]37.5;42.5] 0.65368 0.34632 0.0532907 4158 0.121256 +]42.5;55.5] 0.612847 0.387153 0.192212 8095 0.236068 +]55.5;61.5] 0.656179 0.343821 0.0268643 2193 0.0639526 +]61.5;66.5] 0.734199 0.265801 0.00101566 1155 0.0336823 +]66.5;+inf[ 0.810298 0.189702 0.00330892 1107 0.0322825 +Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R05 +Variable Numerical education_num + +% target values +Interval less more Interest Frequency Coverage +]-inf;8.5] 0.943106 0.0568942 0.24816 4482 0.130705 +]8.5;9.5] 0.842191 0.157809 0.100321 11102 0.323758 +]9.5;10.5] 0.811903 0.188097 0.0258925 7645 0.222945 +]10.5;12.5] 0.742073 0.257927 0.00123361 2586 0.0754134 +]12.5;13.5] 0.586005 0.413995 0.195066 5645 0.16462 +]13.5;14.5] 0.457112 0.542888 0.181348 1842 0.0537167 +]14.5;+inf[ 0.266936 0.733064 0.247978 989 0.0288414 +Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R06 +Variable Categorical education + +Variable stats +Group Size Value list +{HS-grad} 1 HS-grad +{Some-college} 1 Some-college +{Bachelors} 1 Bachelors +{11th, 10th, 7th-8th, ...} 8 11th 10th 7th-8th 9th 12th 5th-6th 1st-4th Preschool * +{Assoc-voc, Assoc-acdm} 2 Assoc-voc Assoc-acdm +{Masters} 1 Masters +{Prof-school, Doctorate} 2 Prof-school Doctorate + +% target values +Group less more Interest Frequency Coverage +{11th, 10th, 7th-8th, ...} 0.943106 0.0568942 0.24816 4482 0.130705 +{Prof-school, Doctorate} 0.266936 0.733064 0.247978 989 0.0288414 +{Bachelors} 0.586005 0.413995 0.195066 5645 0.16462 +{Masters} 0.457112 0.542888 0.181348 1842 0.0537167 +{HS-grad} 0.842191 0.157809 0.100321 11102 0.323758 +{Some-college} 0.811903 0.188097 0.0258925 7645 0.222945 +{Assoc-voc, Assoc-acdm} 0.742073 0.257927 0.00123361 2586 0.0754134 +Total 0.761628 0.238372 1 34291 1 + +Values +Value Frequency Coverage +HS-grad 11102 0.323758 +Some-college 7645 0.222945 +Bachelors 5645 0.16462 +Masters 1842 0.0537167 +Assoc-voc 1453 0.0423726 +11th 1277 0.0372401 +Assoc-acdm 1133 0.0330407 +10th 1004 0.0292788 +7th-8th 638 0.0186055 +Prof-school 584 0.0170307 +9th 528 0.0153976 +12th 465 0.0135604 +Doctorate 405 0.0118107 +5th-6th 357 0.0104109 +1st-4th 160 0.00466595 +Preschool 53 0.0015456 + +---------------------------------------------- +Rank R07 +Variable Categorical occupation + +Variable stats +Group Size Value list +{Prof-specialty, Protective-serv, Armed-Forces} 3 Prof-specialty Protective-serv Armed-Forces * +{Craft-repair, Transport-moving} 2 Craft-repair Transport-moving +{Sales, Tech-support} 2 Sales Tech-support +{Exec-managerial} 1 Exec-managerial +{Adm-clerical} 1 Adm-clerical +{Other-service, Priv-house-serv} 2 Other-service Priv-house-serv +{Machine-op-inspct, Farming-fishing} 2 Machine-op-inspct Farming-fishing +{Handlers-cleaners} 1 Handlers-cleaners + +% target values +Group less more Interest Frequency Coverage +{Exec-managerial} 0.524942 0.475058 0.322787 4290 0.125106 +{Other-service, Priv-house-serv} 0.962057 0.0379434 0.320807 3637 0.106063 +{Prof-specialty, Protective-serv, Armed-Forces} 0.663204 0.336796 0.0985361 7028 0.204952 +{Machine-op-inspct, Farming-fishing} 0.886811 0.113189 0.0893676 3101 0.0904319 +{Handlers-cleaners} 0.934586 0.0654141 0.0872203 1437 0.041906 +{Adm-clerical} 0.862104 0.137896 0.0693478 3887 0.113353 +{Sales, Tech-support} 0.728088 0.271912 0.00839068 4906 0.14307 +{Craft-repair, Transport-moving} 0.780849 0.219151 0.00354381 6005 0.175119 +Total 0.761628 0.238372 1 34291 1 + +Values +Value Frequency Coverage +Prof-specialty 6329 0.184567 +Craft-repair 4309 0.12566 +Exec-managerial 4290 0.125106 +Adm-clerical 3887 0.113353 +Sales 3872 0.112916 +Other-service 3457 0.100814 +Machine-op-inspct 2092 0.0610073 +Transport-moving 1696 0.049459 +Handlers-cleaners 1437 0.041906 +Tech-support 1034 0.0301537 +Farming-fishing 1009 0.0294246 +Protective-serv 686 0.0200052 +Priv-house-serv 180 0.00524919 +Armed-Forces 13 0.000379108 + +---------------------------------------------- +Rank R08 +Variable Numerical hours_per_week + +% target values +Interval less more Interest Frequency Coverage +]-inf;34.5] 0.931477 0.0685232 0.434249 5925 0.172786 +]34.5;39.5] 0.844568 0.155432 0.0348336 2329 0.0679187 +]39.5;40.5] 0.7902 0.2098 0.0264835 15939 0.464816 +]40.5;49.5] 0.651227 0.348773 0.0719813 3260 0.0950687 +]49.5;64.5] 0.560007 0.439993 0.399988 5716 0.166691 +]64.5;+inf[ 0.634581 0.365419 0.0324643 1122 0.03272 +Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R09 +Variable Numerical capital_loss + +% target values +Interval less more Interest Frequency Coverage +]-inf;70] 0.77456 0.22544 0.0131577 32696 0.953486 +]70;1457] 0.977528 0.0224719 0.0146582 89 0.00259543 +]1457;1494] 0.413043 0.586957 0.0109609 46 0.00134146 +]1494;1537] 1 0 0.00399388 17 0.000495757 +]1537;1568.5] 0 1 0.0383523 31 0.000904027 +]1568.5;1789] 1 0 0.0878653 374 0.0109067 +]1789;1846] 0.666667 0.333333 0.000178532 9 0.00026246 +]1846;1859] 0 1 0.0606214 49 0.00142895 +]1859;1881] 1 0 0.00986723 42 0.00122481 +]1881;1906.5] 0.0304709 0.969529 0.393118 361 0.0105275 +]1906.5;1975.5] 0.956522 0.0434783 0.0028567 23 0.00067073 +]1975.5;1978.5] 0 1 0.22764 184 0.00536584 +]1978.5;2156] 1 0 0.0277222 118 0.00344114 +]2156;2384] 0.609756 0.390244 0.00602329 123 0.00358695 +]2384;2580] 0.0510204 0.94898 0.0991934 98 0.00285789 +]2580;+inf[ 0.516129 0.483871 0.00379124 31 0.000904027 +Total 0.761628 0.238372 1 34291 1 + +---------------------------------------------- +Rank R10 +Variable Categorical sex + +Variable stats +Group Size Value list +{Male} 1 Male +{Female} 1 Female * + +% target values +Group less more Interest Frequency Coverage +{Female} 0.8922 0.1078 0.71524 11410 0.33274 +{Male} 0.696517 0.303483 0.28476 22881 0.66726 +Total 0.761628 0.238372 1 34291 1 + +Values +Value Frequency Coverage +Male 22881 0.66726 +Female 11410 0.33274 + +---------------------------------------------- +Rank R11 +Variable Categorical workclass + +Variable stats +Group Size Value list +{Private, Without-pay, Never-worked} 3 Private Without-pay Never-worked * +{Self-emp-not-inc, Local-gov, State-gov} 3 Self-emp-not-inc Local-gov State-gov +{Self-emp-inc} 1 Self-emp-inc +{Federal-gov} 1 Federal-gov + +% target values +Group less more Interest Frequency Coverage +{Self-emp-inc} 0.435511 0.564489 0.642787 1194 0.0348196 +{Private, Without-pay, Never-worked} 0.793081 0.206919 0.160564 25783 0.751888 +{Federal-gov} 0.606786 0.393214 0.130634 1002 0.0292205 +{Self-emp-not-inc, Local-gov, State-gov} 0.719423 0.280577 0.0660155 6312 0.184072 +Total 0.761628 0.238372 1 34291 1 + +Values +Value Frequency Coverage +Private 25762 0.751276 +Self-emp-not-inc 2673 0.0779505 +Local-gov 2246 0.0654982 +State-gov 1393 0.0406229 +Self-emp-inc 1194 0.0348196 +Federal-gov 1002 0.0292205 +Without-pay 12 0.000349946 +Never-worked 9 0.00026246 + +---------------------------------------------- +Rank R12 +Variable Categorical race + +Variable stats +Group Size Value list +{White, Asian-Pac-Islander} 2 White Asian-Pac-Islander +{Black, Amer-Indian-Eskimo, Other} 3 Black Amer-Indian-Eskimo Other * + +% target values +Group less more Interest Frequency Coverage +{Black, Amer-Indian-Eskimo, Other} 0.883453 0.116547 0.902111 3904 0.113849 +{White, Asian-Pac-Islander} 0.745977 0.254023 0.0978889 30387 0.886151 +Total 0.761628 0.238372 1 34291 1 + +Values +Value Frequency Coverage +White 29301 0.854481 +Black 3307 0.0964393 +Asian-Pac-Islander 1086 0.0316701 +Amer-Indian-Eskimo 331 0.00965268 +Other 266 0.00775714 + +---------------------------------------------- +Rank R13 +Variable Categorical native_country + +Variable stats +Group Size Value list +{United-States, Philippines, Cuba, ...} 12 United-States Philippines Cuba China Jamaica South Italy Poland Ireland Hong Hungary Scotland +{Mexico, Puerto-Rico, El-Salvador, ...} 17 Mexico Puerto-Rico El-Salvador Dominican-Republic Guatemala Haiti Vietnam Columbia Portugal Nicaragua Peru Ecuador Thailand Trinadad&Tobago Honduras Outlying-US Laos * +{Germany, Canada, India, ...} 11 Germany Canada India England Japan Taiwan Iran Greece France Cambodia Yugoslavia + +% target values +Group less more Interest Frequency Coverage +{Mexico, Puerto-Rico, El-Salvador, ...} 0.936034 0.0639659 0.840639 1407 0.0410312 +{Germany, Canada, India, ...} 0.64011 0.35989 0.147839 728 0.0212301 +{United-States, Philippines, Cuba, ...} 0.756748 0.243252 0.0115219 32156 0.937739 +Total 0.761628 0.238372 1 34291 1 + +Values +Value Frequency Coverage +United-States 31389 0.915371 +Mexico 641 0.018693 +Philippines 211 0.00615322 +Germany 146 0.00425768 +Puerto-Rico 127 0.0037036 +Canada 125 0.00364527 +India 114 0.00332449 +El-Salvador 109 0.00317868 +Cuba 96 0.00279957 +England 91 0.00265376 +China 89 0.00259543 +Jamaica 83 0.00242046 +South 80 0.00233297 +Italy 77 0.00224549 +Dominican-Republic 74 0.002158 +Guatemala 67 0.00195387 +Japan 64 0.00186638 +Haiti 58 0.00169141 +Poland 57 0.00166224 +Vietnam 53 0.0015456 +Columbia 52 0.00151643 +Taiwan 49 0.00142895 +Portugal 44 0.00128314 +Iran 41 0.00119565 +Nicaragua 37 0.001079 +Peru 36 0.00104984 +Greece 34 0.000991514 +Ecuador 30 0.000874865 +France 26 0.000758216 +Ireland 25 0.000729054 +Hong 21 0.000612406 +Thailand 21 0.000612406 +Cambodia 19 0.000554081 +Yugoslavia 19 0.000554081 +Trinadad&Tobago 16 0.000466595 +Honduras 15 0.000437433 +Hungary 15 0.000437433 +Outlying-US 15 0.000437433 +Scotland 13 0.000379108 +Laos 12 0.000349946 diff --git a/test/LearningTest/TestKhiops/Standard/Preparation2D/results.ref/err.txt b/test/LearningTest/TestKhiops/Standard/Preparation2D/results.ref/err.txt new file mode 100644 index 000000000..2420d3d10 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/Preparation2D/results.ref/err.txt @@ -0,0 +1,6 @@ +Train supervised model for classification of target variable class +Database ../../../datasets/Adult/Adult.txt: Read records: 48,842 Selected records: 34,291 +Evaluation of variable pairs +Data preparation time: 0:00:03.39 +Write report ./results\AllReports.khj + diff --git a/test/LearningTest/TestKhiops/Standard/Preparation2D/results.ref/time.log b/test/LearningTest/TestKhiops/Standard/Preparation2D/results.ref/time.log new file mode 100644 index 000000000..d15595775 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/Preparation2D/results.ref/time.log @@ -0,0 +1 @@ +Overal time: 3.817279815673828 diff --git a/test/LearningTest/TestKhiops/Standard/Preparation2D/test.prm b/test/LearningTest/TestKhiops/Standard/Preparation2D/test.prm new file mode 100644 index 000000000..570316944 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/Preparation2D/test.prm @@ -0,0 +1,53 @@ +// Thu Jun 12 13:31:06 2008 +// modl +// Output command file +// +//This file contains recorded commands, that can be replayed. +//Commands are based on user interactions: +// field update +// list index selection +// menu action +//Every command can be commented, using //. +//For example, commenting the last Exit command will allow other +//user interactions, after the commands have been replayed. +// +// + +// -> Data preparation and scoring +ClassManagement.OpenFile // Open... + +// -> Open +ClassFileName ../../../datasets/Adult/Adult.kdic // Dictionary file +ClassFileName ./Adult.kdic // Dictionary file +OK // Open +// <- Open + +ClassManagement.ClassName Adult // Dictionary + +TrainDatabase.DatabaseFiles.List.Key Adult // List item selection +TrainDatabase.DatabaseFiles.DataTableName ../../../datasets/Adult/Adult.txt // Database file +TrainDatabase.SampleNumberPercentage 70 // Sample percentage + + +AnalysisSpec.TargetAttributeName class // Target variable +AnalysisSpec.MainTargetModality more // Main target modality + +AnalysisSpec.PredictorsSpec.SelectiveNaiveBayesPredictor false // Predicteur Bayesien Naif Selectif + +AnalysisResults.ResultFilesDirectory ./results // Result files directory + +AnalysisSpec.PredictorsSpec.ConstructionSpec.MaxAttributePairNumber 1000 // Max number of pairs of variables + +AnalysisSpec.PredictorsSpec.ConstructionSpec.MaxTreeNumber 0 // Max Tree number +AnalysisSpec.PredictorsSpec.ConstructionSpec.MaxConstructedAttributeNumber 0 // Max number of constructed variables +ComputeStats // Analyse database + + +Exit // Close +// <- Data preparation and scoring + + +// -> Data preparation and scoring +OK // Close +// <- Data preparation and scoring + diff --git a/test/LearningTest/TestKhiops/Standard/Preparation2DTicTacToe/NewTictactoe.kdic b/test/LearningTest/TestKhiops/Standard/Preparation2DTicTacToe/NewTictactoe.kdic new file mode 100644 index 000000000..379dfabe4 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/Preparation2DTicTacToe/NewTictactoe.kdic @@ -0,0 +1,24 @@ +#Khiops 7.7.2i + +Dictionary Tictactoe +{ +Unused Categorical TopLeftSquare ; +Unused Categorical TopMiddleSquare ; +Unused Categorical TopRightSquare ; +Unused Categorical MiddleLeftSquare ; +Unused Categorical MiddleMiddleSquare ; +Unused Categorical MiddleRightSquare ; +Unused Categorical BottomLeftSquare ; +Unused Categorical BottomMiddleSquare ; +Unused Categorical BottomRightSquare ; + Categorical Class ; + Categorical NewTopLeftSquare = Concat(MiddleMiddleSquare, TopLeftSquare) ; + Categorical NewTopMiddleSquare = Concat(MiddleMiddleSquare, TopMiddleSquare) ; + Categorical NewTopRightSquare = Concat(MiddleMiddleSquare, TopRightSquare) ; + Categorical NewMiddleLeftSquare = Concat(MiddleMiddleSquare, MiddleLeftSquare) ; + Categorical NewMiddleMiddleSquare = Concat(MiddleMiddleSquare, MiddleMiddleSquare) ; + Categorical NewMiddleRightSquare = Concat(MiddleMiddleSquare, MiddleRightSquare) ; + Categorical NewBottomLeftSquare = Concat(MiddleMiddleSquare, BottomLeftSquare) ; + Categorical NewBottomMiddleSquare = Concat(MiddleMiddleSquare, BottomMiddleSquare) ; + Categorical NewBottomRightSquare = Concat(MiddleMiddleSquare, BottomRightSquare) ; +}; diff --git a/test/LearningTest/TestKhiops/Standard/Preparation2DTicTacToe/readme.txt b/test/LearningTest/TestKhiops/Standard/Preparation2DTicTacToe/readme.txt new file mode 100644 index 000000000..62744077c --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/Preparation2DTicTacToe/readme.txt @@ -0,0 +1,3 @@ +Test de la preparation bivariee, avec variables bivariee utilisee en modelisation + +Quelques petites instabilités dans les prétraitement bivariés. \ No newline at end of file diff --git a/test/LearningTest/TestKhiops/Standard/Preparation2DTicTacToe/results.ref/AllReports.khj b/test/LearningTest/TestKhiops/Standard/Preparation2DTicTacToe/results.ref/AllReports.khj new file mode 100644 index 000000000..3eab6df8d --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/Preparation2DTicTacToe/results.ref/AllReports.khj @@ -0,0 +1,1775 @@ +{ + "tool": "Khiops", + "version": "10.1.5", + "shortDescription": "", + "modelingReport": { + "reportType": "Modeling", + "summary": { + "dictionary": "Tictactoe", + "database": "..\/..\/..\/datasets\/Tictactoe\/Tictactoe.txt", + "samplePercentage": 50, + "samplingMode": "Include sample", + "selectionVariable": "", + "selectionValue": "", + "learningTask": "Classification analysis", + "targetVariable": "Class" + }, + "trainedPredictors": [ + { + "rank": "R1", + "type": "Classifier", + "family": "Baseline", + "name": "Baseline", + "variables": 0 + }, + { + "rank": "R2", + "type": "Classifier", + "family": "Selective Naive Bayes", + "name": "Selective Naive Bayes", + "variables": 2 + }, + { + "rank": "R3", + "type": "Classifier", + "family": "Univariate", + "name": "Univariate NewTopLeftSquare", + "variables": 1 + } + ], + "trainedPredictorsDetails": { + "R2": { + "selectedVariables": [ + { + "preparedName": "PNewBottomLeftSquare`NewTopRightSquare", + "name": "NewBottomLeftSquare`NewTopRightSquare", + "level": 0.167666, + "weight": 0.415039, + "importance": 0.263795 + }, + { + "preparedName": "PNewBottomRightSquare`NewTopLeftSquare", + "name": "NewBottomRightSquare`NewTopLeftSquare", + "level": 0.1642, + "weight": 0.422852, + "importance": 0.2635 + } + ] + } + } + }, + "trainEvaluationReport": { + "reportType": "Evaluation", + "evaluationType": "Train", + "summary": { + "dictionary": "Tictactoe", + "database": "..\/..\/..\/datasets\/Tictactoe\/Tictactoe.txt", + "samplePercentage": 50, + "samplingMode": "Include sample", + "selectionVariable": "", + "selectionValue": "", + "instances": 511, + "learningTask": 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groups", + "partition": [ + ["xo","xb","bo"], + ["ox","ob","bx","bb"], + ["xx"], + ["oo"] + ], + "defaultGroupIndex": 1 + }, + { + "variable": "NewTopMiddleSquare", + "type": "Categorical", + "partitionType": "Value groups", + "partition": [ + ["xo","ox","xb","ob","bx"], + ["xx","oo","bo","bb"] + ], + "defaultGroupIndex": 1 + }, + { + "variable": "Target", + "type": "Categorical", + "partitionType": "Values", + "partition": ["negative","positive"] + } + ], + "cellIds": ["C1","C2","C3","C4","C5","C6","C7","C8"], + "cellPartIndexes": [ + [0,0], + [1,0], + [2,0], + [3,0], + [0,1], + [1,1], + [2,1], + [3,1] + ], + "cellTargetFrequencies": [ + [14,126], + [75,47], + [18,30], + [9,19], + [19,41], + [15,46], + [0,35], + [17,0] + ], + "cellInterests": [0.265903,0.28116,0.00329022,2.45635e-05,0.00018748,0.0126799,0.184076,0.252679] + } + }, + "R05": { + "dataGrid": { + "isSupervised": true, + "dimensions": [ + { + "variable": "NewTopMiddleSquare", + "type": "Categorical", + "partitionType": "Value groups", + "partition": [ + ["ob"], + ["xx","xb"], + ["xo"], + ["ox"] + ], + "defaultGroupIndex": 0 + }, + { + "variable": "NewTopRightSquare", + "type": "Categorical", + "partitionType": "Value groups", + "partition": [ + ["xx","xb"], + ["xo","ox"] + ], + "defaultGroupIndex": 0 + }, + { + "variable": "Target", + "type": "Categorical", + "partitionType": "Values", + "partition": ["negative","positive"] + } + ], + "cellIds": ["C1","C2","C3","C4","C5","C6","C7","C8"], + "cellPartIndexes": [ + [0,0], + [1,0], + [2,0], + [3,0], + [0,1], + [1,1], + [2,1], + [3,1] + ], + "cellTargetFrequencies": [ + [45,87], + [16,73], + [4,60], + [35,6], + [27,21], + [8,49], + [17,22], + [15,26] + ], + "cellInterests": [0.00108439,0.0889875,0.242769,0.447803,0.102777,0.0955814,0.0184452,0.00255271] + } + }, + "R36": { + "dataGrid": { + "isSupervised": true, + "dimensions": [ + { + "variable": "NewTopLeftSquare", + "type": "Categorical", + "partitionType": "Value groups", + "partition": [ + ["xx","xb","bx","bb"], + ["xo","ox","bo"], + ["oo","ob"] + ], + "defaultGroupIndex": 0 + }, + { + "variable": "NewTopRightSquare", + "type": "Categorical", + "partitionType": "Value groups", + "partition": [ + ["xx","xo","ox","xb","bx"], + ["oo","ob","bo","bb"] + ], + "defaultGroupIndex": 1 + }, + { + "variable": "Target", + "type": "Categorical", + "partitionType": "Values", + "partition": ["negative","positive"] + } + ], + "cellIds": ["C1","C2","C3","C4","C5","C6"], + "cellPartIndexes": [ + [0,0], + [1,0], + [2,0], + [0,1], + [1,1], + [2,1] + ], + "cellTargetFrequencies": [ + [19,164], + [45,110], + [31,18], + [10,20], + [35,17], + [27,15] + ], + "cellInterests": [0.441302,0.0084054,0.168091,5.07649e-05,0.228379,0.153772] + } + } + } + }, + "khiops_encoding": "ascii" +} diff --git a/test/LearningTest/TestKhiops/Standard/Preparation2DTicTacToe/results.ref/Modeling.kdic b/test/LearningTest/TestKhiops/Standard/Preparation2DTicTacToe/results.ref/Modeling.kdic new file mode 100644 index 000000000..72abe9c6d --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/Preparation2DTicTacToe/results.ref/Modeling.kdic @@ -0,0 +1,94 @@ +#Khiops 10.1.5 + +Dictionary BU1_Tictactoe + +{ +Unused Categorical TopLeftSquare ; +Unused Categorical TopMiddleSquare ; +Unused Categorical TopRightSquare ; +Unused Categorical MiddleLeftSquare ; +Unused Categorical MiddleMiddleSquare ; +Unused Categorical MiddleRightSquare ; +Unused Categorical BottomLeftSquare ; +Unused Categorical BottomMiddleSquare ; +Unused Categorical BottomRightSquare ; +Unused Categorical Class ; +Unused Categorical NewTopLeftSquare = Concat(MiddleMiddleSquare, TopLeftSquare) ; +Unused Categorical NewTopMiddleSquare = Concat(MiddleMiddleSquare, TopMiddleSquare) ; +Unused Categorical NewTopRightSquare = Concat(MiddleMiddleSquare, TopRightSquare) ; +Unused Categorical NewMiddleLeftSquare = Concat(MiddleMiddleSquare, MiddleLeftSquare) ; +Unused Categorical NewMiddleMiddleSquare = Concat(MiddleMiddleSquare, MiddleMiddleSquare) ; +Unused Categorical NewMiddleRightSquare = Concat(MiddleMiddleSquare, MiddleRightSquare) ; +Unused Categorical NewBottomLeftSquare = Concat(MiddleMiddleSquare, BottomLeftSquare) ; +Unused Categorical NewBottomMiddleSquare = Concat(MiddleMiddleSquare, BottomMiddleSquare) ; +Unused Categorical NewBottomRightSquare = Concat(MiddleMiddleSquare, BottomRightSquare) ; +Unused Structure(DataGrid) VClass = DataGrid(ValueSetC("negative", "positive"), Frequencies(167, 344)) ; +Unused Structure(DataGrid) PNewTopLeftSquare = DataGrid(ValueGroups(ValueGroup("ox", "oo", "ob", "bo"), ValueGroup("xx", "xb", "bx"), ValueGroup("xo", "bb", " * ")), ValueSetC("negative", "positive"), Frequencies(110, 25, 32, 90, 172, 82)) ; // DataGrid(NewTopLeftSquare, Class) +Unused Structure(Classifier) BU1Class = NBClassifier(DataGridStats(PNewTopLeftSquare, NewTopLeftSquare), VClass) ; + Categorical PredictedClass = TargetValue(BU1Class) ; +Unused Numerical ScoreClass = TargetProb(BU1Class) ; + Numerical ProbClassnegative = TargetProbAt(BU1Class, "negative") ; + Numerical ProbClasspositive = TargetProbAt(BU1Class, "positive") ; +}; + +Dictionary B_Tictactoe + +{ +Unused Categorical TopLeftSquare ; +Unused Categorical TopMiddleSquare ; +Unused Categorical TopRightSquare ; +Unused Categorical MiddleLeftSquare ; +Unused Categorical MiddleMiddleSquare ; +Unused Categorical MiddleRightSquare ; +Unused Categorical BottomLeftSquare ; +Unused Categorical BottomMiddleSquare ; +Unused Categorical BottomRightSquare ; +Unused Categorical Class ; +Unused Categorical NewTopLeftSquare = Concat(MiddleMiddleSquare, TopLeftSquare) ; +Unused Categorical NewTopMiddleSquare = Concat(MiddleMiddleSquare, TopMiddleSquare) ; +Unused Categorical NewTopRightSquare = Concat(MiddleMiddleSquare, TopRightSquare) ; +Unused Categorical NewMiddleLeftSquare = Concat(MiddleMiddleSquare, MiddleLeftSquare) ; +Unused Categorical NewMiddleMiddleSquare = Concat(MiddleMiddleSquare, MiddleMiddleSquare) ; +Unused Categorical NewMiddleRightSquare = Concat(MiddleMiddleSquare, MiddleRightSquare) ; +Unused Categorical NewBottomLeftSquare = Concat(MiddleMiddleSquare, BottomLeftSquare) ; +Unused Categorical NewBottomMiddleSquare = Concat(MiddleMiddleSquare, BottomMiddleSquare) ; +Unused Categorical NewBottomRightSquare = Concat(MiddleMiddleSquare, BottomRightSquare) ; +Unused Structure(DataGrid) VClass = DataGrid(ValueSetC("negative", "positive"), Frequencies(167, 344)) ; +Unused Structure(Classifier) BClass = NBClassifier(VClass) ; + Categorical PredictedClass = TargetValue(BClass) ; +Unused Numerical ScoreClass = TargetProb(BClass) ; + Numerical ProbClassnegative = TargetProbAt(BClass, "negative") ; + Numerical ProbClasspositive = TargetProbAt(BClass, "positive") ; +}; + +Dictionary SNB_Tictactoe + +{ +Unused Categorical TopLeftSquare ; +Unused Categorical TopMiddleSquare ; +Unused Categorical TopRightSquare ; +Unused Categorical MiddleLeftSquare ; +Unused Categorical MiddleMiddleSquare ; +Unused Categorical MiddleRightSquare ; +Unused Categorical BottomLeftSquare ; +Unused Categorical BottomMiddleSquare ; +Unused Categorical BottomRightSquare ; +Unused Categorical Class ; +Unused Categorical NewTopLeftSquare = Concat(MiddleMiddleSquare, TopLeftSquare) ; +Unused Categorical NewTopMiddleSquare = Concat(MiddleMiddleSquare, TopMiddleSquare) ; +Unused Categorical NewTopRightSquare = Concat(MiddleMiddleSquare, TopRightSquare) ; +Unused Categorical NewMiddleLeftSquare = Concat(MiddleMiddleSquare, MiddleLeftSquare) ; +Unused Categorical NewMiddleMiddleSquare = Concat(MiddleMiddleSquare, MiddleMiddleSquare) ; +Unused Categorical NewMiddleRightSquare = Concat(MiddleMiddleSquare, MiddleRightSquare) ; +Unused Categorical NewBottomLeftSquare = Concat(MiddleMiddleSquare, BottomLeftSquare) ; +Unused Categorical NewBottomMiddleSquare = Concat(MiddleMiddleSquare, BottomMiddleSquare) ; +Unused Categorical NewBottomRightSquare = Concat(MiddleMiddleSquare, BottomRightSquare) ; +Unused Structure(DataGrid) VClass = DataGrid(ValueSetC("negative", "positive"), Frequencies(167, 344)) ; +Unused Structure(DataGrid) `PNewBottomLeftSquare``NewTopRightSquare` = DataGrid(ValueGroups(ValueGroup("xx", "xb", "bx"), ValueGroup("xo", "ox"), ValueGroup("oo", "bo", "ob", "bb", " * ")), ValueGroups(ValueGroup("xx", "xb", "oo", "ob", "bb", " * "), ValueGroup("ox", "bx"), ValueGroup("xo", "bo")), ValueSetC("negative", "positive"), Frequencies(0, 43, 34, 0, 23, 27, 30, 2, 8, 102, 69, 0, 10, 12, 66, 54, 31, 0)) ; // DataGrid(NewBottomLeftSquare, NewTopRightSquare, Target) +Unused Structure(DataGrid) `PNewBottomRightSquare``NewTopLeftSquare` = DataGrid(ValueGroups(ValueGroup("xx", "ox", "xb"), ValueGroup("xo", "bx", "bb", " * "), ValueGroup("oo", "ob", "bo")), ValueGroups(ValueGroup("xo", "oo", "ob", "bb", " * "), ValueGroup("xx", "xb", "bo"), ValueGroup("ox", "bx")), ValueSetC("negative", "positive"), Frequencies(49, 2, 39, 0, 32, 2, 14, 0, 29, 80, 35, 0, 94, 56, 0, 10, 24, 45)) ; // DataGrid(NewBottomRightSquare, NewTopLeftSquare, Target) +Unused Structure(Classifier) SNBClass = SNBClassifier(Vector(0.4150390625, 0.4228515625), DataGridStats(`PNewBottomLeftSquare``NewTopRightSquare`, NewBottomLeftSquare, NewTopRightSquare), DataGridStats(`PNewBottomRightSquare``NewTopLeftSquare`, NewBottomRightSquare, NewTopLeftSquare), VClass) ; + Categorical PredictedClass = TargetValue(SNBClass) ; +Unused Numerical ScoreClass = TargetProb(SNBClass) ; + Numerical ProbClassnegative = TargetProbAt(SNBClass, "negative") ; + Numerical ProbClasspositive = TargetProbAt(SNBClass, "positive") ; +}; diff --git a/test/LearningTest/TestKhiops/Standard/Preparation2DTicTacToe/results.ref/ModelingReport.xls b/test/LearningTest/TestKhiops/Standard/Preparation2DTicTacToe/results.ref/ModelingReport.xls new file mode 100644 index 000000000..7644285cb --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/Preparation2DTicTacToe/results.ref/ModelingReport.xls @@ -0,0 +1,37 @@ +#Khiops 10.1.5 +Modeling report + +Dictionary Tictactoe +Target variable Class +Database ../../../datasets/Tictactoe/Tictactoe.txt +Sample percentage 50 +Sampling mode Include sample +Selection variable +Selection value + + +Trained predictors + +Predictor Variables +Baseline 0 +Selective Naive Bayes 2 +Univariate NewTopLeftSquare 1 + + +-------------------------------------------------------------------------------- + +Trained predictors details + + +Predictor Baseline + +---------------------------------------------- +Predictor Selective Naive Bayes + +Selected variables +Prepared name Name Level Weight Importance +PNewBottomLeftSquare`NewTopRightSquare NewBottomLeftSquare`NewTopRightSquare 0.167666 0.415039 0.263795 +PNewBottomRightSquare`NewTopLeftSquare NewBottomRightSquare`NewTopLeftSquare 0.1642 0.422852 0.2635 + +---------------------------------------------- +Predictor Univariate NewTopLeftSquare diff --git a/test/LearningTest/TestKhiops/Standard/Preparation2DTicTacToe/results.ref/PreparationReport.xls b/test/LearningTest/TestKhiops/Standard/Preparation2DTicTacToe/results.ref/PreparationReport.xls new file mode 100644 index 000000000..891bf3454 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/Preparation2DTicTacToe/results.ref/PreparationReport.xls @@ -0,0 +1,303 @@ +#Khiops 10.1.5 +Descriptive statistics + + +Problem description +Short description + +Dictionary Tictactoe +Variables + Categorical 10 + Total 10 + +Database ../../../datasets/Tictactoe/Tictactoe.txt +Sample percentage 50 +Sampling mode Include sample +Selection variable +Selection value +Instances 511 + +Learning task Classification analysis + +Target variable Categorical Class + +Target variable stats +Value Frequency Coverage +negative 167 0.32681 +positive 344 0.67319 + +Evaluated variables 9 +Native variables 0 +Constructed variables 9 +Informative variables 9 + +Max number of constructed variables 0 +Max number of trees 0 +Max number of variable pairs 100 +Discretization MODL +Value grouping MODL + +Null model + Constr. cost 0.693147 + Prep. cost 6.23832 + Data cost 319.619 + + +Categorical variables statistics + +Rank Name Level Groups Values Mode Mode coverage Constr. cost Prep. cost Data cost Derivation rule +R1 NewTopLeftSquare 0.0698845 3 9 xo 0.191781 2.99573 28.3085 272.425 Concat(MiddleMiddleSquare, TopLeftSquare) +R2 NewTopRightSquare 0.0669447 2 9 xx 0.191781 2.99573 20.7945 280.899 Concat(MiddleMiddleSquare, TopRightSquare) +R3 NewMiddleMiddleSquare 0.0655017 3 3 xx 0.48728 2.99573 19.3213 282.843 Concat(MiddleMiddleSquare, MiddleMiddleSquare) +R4 NewBottomRightSquare 0.0616071 2 9 xx 0.195695 2.99573 21.3325 282.104 Concat(MiddleMiddleSquare, BottomRightSquare) +R5 NewBottomLeftSquare 0.0607347 2 9 xx 0.187867 2.99573 20.7828 282.938 Concat(MiddleMiddleSquare, BottomLeftSquare) +R6 NewMiddleLeftSquare 0.059511 2 9 xo 0.195695 2.99573 20.7744 283.347 Concat(MiddleMiddleSquare, MiddleLeftSquare) +R7 NewTopMiddleSquare 0.0573305 2 9 xo 0.201566 2.99573 20.786 284.047 Concat(MiddleMiddleSquare, TopMiddleSquare) +R8 NewBottomMiddleSquare 0.0527446 2 9 xo 0.193738 2.99573 20.7812 285.549 Concat(MiddleMiddleSquare, BottomMiddleSquare) +R9 NewMiddleRightSquare 0.0527446 2 9 xo 0.178082 2.99573 20.7812 285.549 Concat(MiddleMiddleSquare, MiddleRightSquare) + + +-------------------------------------------------------------------------------- + +Variables detailed statistics + + +Rank R1 +Variable Categorical NewTopLeftSquare + +Variable stats +Group Size Value list +{ox, oo, ob, ...} 4 ox oo ob bo +{xx, xb, bx} 3 xx xb bx +{xo, bb} 2 xo bb * + +% target values +Group negative positive Interest Frequency Coverage +{xx, xb, bx} 0.126904 0.873096 0.494135 197 0.385519 +{ox, oo, ob, ...} 0.55 0.45 0.492603 200 0.391389 +{xo, bb} 0.280702 0.719298 0.0132622 114 0.223092 +Total 0.32681 0.67319 1 511 1 + +Values +Value Frequency Coverage +xo 98 0.191781 +xx 91 0.178082 +ox 76 0.148728 +xb 60 0.117417 +oo 54 0.105675 +bx 46 0.0900196 +ob 37 0.072407 +bo 33 0.0645793 +bb 16 0.0313112 + +---------------------------------------------- +Rank R2 +Variable Categorical NewTopRightSquare + +Variable stats +Group Size Value list +{xx, xo, xb, ...} 4 xx xo xb bx +{ox, oo, ob, ...} 5 ox oo ob bo bb * + +% target values +Group negative positive Interest Frequency Coverage +{ox, oo, ob, ...} 0.535211 0.464789 0.539036 213 0.41683 +{xx, xo, xb, ...} 0.177852 0.822148 0.460964 298 0.58317 +Total 0.32681 0.67319 1 511 1 + +Values +Value Frequency Coverage +xx 98 0.191781 +xo 96 0.187867 +ox 89 0.174168 +xb 55 0.107632 +bx 49 0.0958904 +oo 44 0.0861057 +ob 34 0.0665362 +bo 29 0.0567515 +bb 17 0.0332681 + +---------------------------------------------- +Rank R3 +Variable Categorical NewMiddleMiddleSquare + +Variable stats +Group Size Value list +{xx} 1 xx +{oo} 1 oo +{bb} 1 bb * + +% target values +Group negative positive Interest Frequency Coverage +{oo} 0.556886 0.443114 0.579574 167 0.32681 +{xx} 0.180723 0.819277 0.417269 249 0.48728 +{bb} 0.305263 0.694737 0.00315703 95 0.18591 +Total 0.32681 0.67319 1 511 1 + +Values +Value Frequency Coverage +xx 249 0.48728 +oo 167 0.32681 +bb 95 0.18591 + +---------------------------------------------- +Rank R4 +Variable Categorical NewBottomRightSquare + +Variable stats +Group Size Value list +{xx, xo, xb, ...} 5 xx xo xb bx bb * +{ox, oo, ob, ...} 4 ox oo ob bo + +% target values +Group negative positive Interest Frequency Coverage +{ox, oo, ob, ...} 0.548718 0.451282 0.577453 195 0.381605 +{xx, xo, xb, ...} 0.189873 0.810127 0.422547 316 0.618395 +Total 0.32681 0.67319 1 511 1 + +Values +Value Frequency Coverage +xx 100 0.195695 +xo 82 0.16047 +ox 80 0.156556 +xb 67 0.131115 +bx 49 0.0958904 +oo 47 0.0919765 +ob 40 0.0782779 +bo 28 0.0547945 +bb 18 0.035225 + +---------------------------------------------- +Rank R5 +Variable Categorical NewBottomLeftSquare + +Variable stats +Group Size Value list +{xx, xo, xb, ...} 5 xx xo xb bx bb * +{ox, oo, bo, ...} 4 ox oo bo ob + +% target values +Group negative positive Interest Frequency Coverage +{ox, oo, bo, ...} 0.536585 0.463415 0.557005 205 0.401174 +{xx, xo, xb, ...} 0.186275 0.813725 0.442995 306 0.598826 +Total 0.32681 0.67319 1 511 1 + +Values +Value Frequency Coverage +xx 96 0.187867 +xo 95 0.18591 +ox 85 0.166341 +xb 58 0.113503 +oo 49 0.0958904 +bx 42 0.0821918 +bo 38 0.074364 +ob 33 0.0645793 +bb 15 0.0293542 + +---------------------------------------------- +Rank R6 +Variable Categorical NewMiddleLeftSquare + +Variable stats +Group Size Value list +{xo, xx, xb, ...} 5 xo xx xb bo bb * +{ox, oo, ob, ...} 4 ox oo ob bx + +% target values +Group negative positive Interest Frequency Coverage +{ox, oo, ob, ...} 0.54 0.46 0.567699 200 0.391389 +{xo, xx, xb, ...} 0.189711 0.810289 0.432301 311 0.608611 +Total 0.32681 0.67319 1 511 1 + +Values +Value Frequency Coverage +xo 100 0.195695 +xx 92 0.180039 +ox 71 0.138943 +xb 57 0.111546 +oo 53 0.103718 +ob 43 0.0841487 +bo 39 0.0763209 +bx 33 0.0645793 +bb 23 0.0450098 + +---------------------------------------------- +Rank R7 +Variable Categorical NewTopMiddleSquare + +Variable stats +Group Size Value list +{xo, xx, xb, ...} 5 xo xx xb bo bb * +{ox, ob, oo, ...} 4 ox ob oo bx + +% target values +Group negative positive Interest Frequency Coverage +{ox, ob, oo, ...} 0.531401 0.468599 0.553518 207 0.405088 +{xo, xx, xb, ...} 0.1875 0.8125 0.446482 304 0.594912 +Total 0.32681 0.67319 1 511 1 + +Values +Value Frequency Coverage +xo 103 0.201566 +ox 82 0.16047 +xx 77 0.150685 +xb 69 0.135029 +ob 44 0.0861057 +oo 41 0.0802348 +bx 40 0.0782779 +bo 33 0.0645793 +bb 22 0.0430528 + +---------------------------------------------- +Rank R8 +Variable Categorical NewBottomMiddleSquare + +Variable stats +Group Size Value list +{xo, xx, xb, ...} 5 xo xx xb bo bb * +{ox, ob, oo, ...} 4 ox ob oo bx + +% target values +Group negative positive Interest Frequency Coverage +{ox, ob, oo, ...} 0.529412 0.470588 0.560704 204 0.399217 +{xo, xx, xb, ...} 0.192182 0.807818 0.439296 307 0.600783 +Total 0.32681 0.67319 1 511 1 + +Values +Value Frequency Coverage +xo 99 0.193738 +xx 83 0.162427 +ox 75 0.146771 +xb 67 0.131115 +ob 47 0.0919765 +oo 45 0.0880626 +bx 37 0.072407 +bo 34 0.0665362 +bb 24 0.0469667 + +---------------------------------------------- +Rank R9 +Variable Categorical NewMiddleRightSquare + +Variable stats +Group Size Value list +{xo, xx, xb, ...} 5 xo xx xb bo bb * +{ox, oo, ob, ...} 4 ox oo ob bx + +% target values +Group negative positive Interest Frequency Coverage +{ox, oo, ob, ...} 0.529412 0.470588 0.560704 204 0.399217 +{xo, xx, xb, ...} 0.192182 0.807818 0.439296 307 0.600783 +Total 0.32681 0.67319 1 511 1 + +Values +Value Frequency Coverage +xo 91 0.178082 +xx 88 0.172211 +ox 72 0.1409 +xb 70 0.136986 +oo 50 0.0978474 +ob 45 0.0880626 +bx 37 0.072407 +bo 33 0.0645793 +bb 25 0.0489237 diff --git a/test/LearningTest/TestKhiops/Standard/Preparation2DTicTacToe/results.ref/PreparationReport2D.xls b/test/LearningTest/TestKhiops/Standard/Preparation2DTicTacToe/results.ref/PreparationReport2D.xls new file mode 100644 index 000000000..e94c5d7fa --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/Preparation2DTicTacToe/results.ref/PreparationReport2D.xls @@ -0,0 +1,318 @@ +#Khiops 10.1.5 +Descriptive statistics + + +Problem description +Short description + +Dictionary Tictactoe +Variables + Categorical 10 + Total 10 + +Database ../../../datasets/Tictactoe/Tictactoe.txt +Sample percentage 50 +Sampling mode Include sample +Selection variable +Selection value +Instances 511 + +Learning task Classification analysis + +Target variable Categorical Class + +Target variable stats +Value Frequency Coverage +negative 167 0.32681 +positive 344 0.67319 + +Evaluated variable pairs 36 +Informative variable pairs 2 + + +Variables pairs statistics + +Rank Name 1 Name 2 DeltaLevel Level Level 1 Level 2 Variables Parts 1 Parts 2 Cells Constr. cost Prep. cost Data cost +R01 NewBottomLeftSquare NewTopRightSquare 0.0399867 0.167666 0.0607347 0.0669447 2 3 3 9 8.44279 58.5436 204.812 +R02 NewBottomRightSquare NewTopLeftSquare 0.0327084 0.1642 0.0616071 0.0698845 2 3 3 9 8.44279 58.0255 206.462 +R03 NewMiddleLeftSquare NewMiddleRightSquare -0.0132989 0.0989567 0.059511 0.0527446 2 3 3 8 8.44279 56.945 228.848 +R04 NewBottomMiddleSquare NewTopMiddleSquare -0.0241614 0.0859137 0.0527446 0.0573305 2 4 2 8 8.44279 55.5036 234.548 +R05 NewTopMiddleSquare NewTopRightSquare -0.0554377 0.0688375 0.0573305 0.0669447 2 4 2 8 8.44279 43.6649 251.963 +R06 NewBottomLeftSquare NewBottomMiddleSquare -0.0626966 0.0507827 0.0607347 0.0527446 1 2 1 2 6.24556 20.7828 282.938 +R07 NewBottomLeftSquare NewMiddleRightSquare -0.0626966 0.0507827 0.0607347 0.0527446 1 2 1 2 6.24556 20.7828 282.938 +R08 NewBottomMiddleSquare NewMiddleLeftSquare -0.0626966 0.049559 0.0527446 0.059511 1 1 2 2 6.24556 20.7744 283.347 +R09 NewBottomMiddleSquare NewTopLeftSquare -0.0626966 0.0599325 0.0527446 0.0698845 1 1 3 3 6.24556 28.3085 272.425 +R10 NewMiddleRightSquare NewTopLeftSquare -0.0626966 0.0599325 0.0527446 0.0698845 1 1 3 3 6.24556 28.3085 272.425 +R11 NewBottomMiddleSquare NewTopRightSquare -0.0644342 0.0552551 0.0527446 0.0669447 1 1 2 2 6.24556 21.3619 280.899 +R12 NewMiddleRightSquare NewTopRightSquare -0.0644342 0.0552551 0.0527446 0.0669447 1 1 2 2 6.24556 21.3619 280.899 +R13 NewBottomMiddleSquare NewBottomRightSquare -0.066413 0.0479387 0.0527446 0.0616071 1 1 2 2 6.24556 22.5461 282.104 +R14 NewBottomRightSquare NewMiddleRightSquare -0.066413 0.0479387 0.0616071 0.0527446 1 2 1 2 6.24556 22.5461 282.104 +R15 NewBottomLeftSquare NewTopMiddleSquare -0.0672825 0.0507827 0.0607347 0.0573305 1 2 1 2 6.24556 20.7828 282.938 +R16 NewMiddleLeftSquare NewTopMiddleSquare -0.0672825 0.049559 0.059511 0.0573305 1 2 1 2 6.24556 20.7744 283.347 +R17 NewTopLeftSquare NewTopMiddleSquare -0.0672825 0.0599325 0.0698845 0.0573305 1 3 1 3 6.24556 28.3085 272.425 +R18 NewBottomMiddleSquare NewMiddleRightSquare -0.0681506 0.0373386 0.0527446 0.0527446 1 2 1 2 6.24556 22.5622 285.549 +R19 NewMiddleRightSquare NewTopMiddleSquare -0.0681506 0.0419246 0.0527446 0.0573305 1 1 2 2 6.24556 22.567 284.047 +R20 NewBottomLeftSquare NewMiddleLeftSquare -0.069463 0.0507827 0.0607347 0.059511 1 2 1 2 6.24556 20.7828 282.938 +R21 NewBottomRightSquare NewMiddleLeftSquare -0.069463 0.051655 0.0616071 0.059511 1 2 1 2 6.24556 21.3325 282.104 +R22 NewMiddleLeftSquare NewTopLeftSquare -0.069463 0.0599325 0.059511 0.0698845 1 1 3 3 6.24556 28.3085 272.425 +R23 NewBottomLeftSquare NewBottomRightSquare -0.0706868 0.051655 0.0607347 0.0616071 1 1 2 2 6.24556 21.3325 282.104 +R24 NewBottomLeftSquare NewTopLeftSquare -0.0706868 0.0599325 0.0607347 0.0698845 1 1 3 3 6.24556 28.3085 272.425 +R25 NewBottomRightSquare NewTopMiddleSquare -0.0709989 0.0479387 0.0616071 0.0573305 1 2 1 2 6.24556 22.5461 282.104 +R26 NewMiddleLeftSquare NewTopRightSquare -0.0712006 0.0552551 0.059511 0.0669447 1 1 2 2 6.24556 21.3619 280.899 +R27 NewMiddleLeftSquare NewMiddleMiddleSquare -0.0721151 0.0528976 0.059511 0.0655017 1 1 3 3 6.24556 20.1874 282.843 +R28 NewBottomMiddleSquare NewMiddleMiddleSquare -0.0723958 0.0458505 0.0527446 0.0655017 1 1 3 3 6.24556 22.4886 282.843 +R29 NewMiddleMiddleSquare NewMiddleRightSquare -0.0723958 0.0458505 0.0655017 0.0527446 1 3 1 3 6.24556 22.4886 282.843 +R30 NewBottomRightSquare NewTopRightSquare -0.0732967 0.0552551 0.0616071 0.0669447 1 1 2 2 6.24556 21.3619 280.899 +R31 NewBottomLeftSquare NewMiddleMiddleSquare -0.0733388 0.0528976 0.0607347 0.0655017 1 1 3 3 6.24556 20.1874 282.843 +R32 NewMiddleMiddleSquare NewTopLeftSquare -0.0754537 0.0599325 0.0655017 0.0698845 1 1 3 3 6.24556 28.3085 272.425 +R33 NewMiddleMiddleSquare NewTopMiddleSquare -0.0769818 0.0458505 0.0655017 0.0573305 1 3 1 3 6.24556 22.4886 282.843 +R34 NewBottomRightSquare NewMiddleMiddleSquare -0.0791701 0.0479387 0.0616071 0.0655017 1 2 1 2 6.24556 22.5461 282.104 +R35 NewMiddleMiddleSquare NewTopRightSquare -0.0795487 0.0528976 0.0655017 0.0669447 1 3 1 3 6.24556 20.1874 282.843 +R36 NewTopLeftSquare NewTopRightSquare -0.0806522 0.0561769 0.0698845 0.0669447 2 3 2 6 8.44279 47.0336 252.729 + + +-------------------------------------------------------------------------------- + +Variables pairs detailed statistics +(Pairs with two jointly informative variables) + + +Rank R01 +Variables + Type Name + Categorical NewBottomLeftSquare + Categorical NewTopRightSquare + +Variables stats +NewBottomLeftSquare +Group Frequency Coverage Size Value list +{xx, xb, bx} 196 0.383562 3 xx xb bx +{xo, ox} 180 0.35225 2 xo ox +{oo, bo, ob, ...} 135 0.264188 4 oo bo ob bb * +NewTopRightSquare +Group Frequency Coverage Size Value list +{xx, xb, oo, ...} 248 0.485323 5 xx xb oo ob bb * +{ox, bx} 138 0.270059 2 ox bx +{xo, bo} 125 0.244618 2 xo bo + +Cell frequencies + NewTopRightSquare +NewBottomLeftSquare {xx, xb, oo, ...} {ox, bx} {xo, bo} Total Coverage +{xx, xb, bx} 102 10 84 196 0.383562 +{xo, ox} 112 35 33 180 0.35225 +{oo, bo, ob, ...} 34 93 8 135 0.264188 +Total 248 138 125 511 +Coverage 0.485323 0.270059 0.244618 + +Cells 9 +Cell Id NewBottomLeftSquare NewTopRightSquare negative positive Interest Frequency Coverage +C1 {xx, xb, bx} {xx, xb, oo, ...} 0 1 0.375513 102 0.199609 +C3 {oo, bo, ob, ...} {xx, xb, oo, ...} 1 0 0.353749 34 0.0665362 +C9 {oo, bo, ob, ...} {xo, bo} 1 0 0.083235 8 0.0156556 +C5 {xo, ox} {ox, bx} 0.657143 0.342857 0.0741406 35 0.0684932 +C8 {xo, ox} {xo, bo} 0.0606061 0.939394 0.0647447 33 0.0645793 +C4 {xx, xb, bx} {ox, bx} 0 1 0.036815 10 0.0195695 +C2 {xo, ox} {xx, xb, oo, ...} 0.383929 0.616071 0.00752125 112 0.219178 +C6 {oo, bo, ob, ...} {ox, bx} 0.290323 0.709677 0.00267227 93 0.181996 +C7 {xx, xb, bx} {xo, bo} 0.357143 0.642857 0.00160972 84 0.164384 + Total 0.32681 0.67319 1 511 1 + +---------------------------------------------- +Rank R02 +Variables + Type Name + Categorical NewBottomRightSquare + Categorical NewTopLeftSquare + +Variables stats +NewBottomRightSquare +Group Frequency Coverage Size Value list +{xx, ox, xb} 247 0.483366 3 xx ox xb +{xo, bx, bb} 149 0.291585 3 xo bx bb * +{oo, ob, bo} 115 0.225049 3 oo ob bo +NewTopLeftSquare +Group Frequency Coverage Size Value list +{xo, oo, ob, ...} 205 0.401174 4 xo oo ob bb * +{xx, xb, bo} 184 0.360078 3 xx xb bo +{ox, bx} 122 0.238748 2 ox bx + +Cell frequencies + NewTopLeftSquare +NewBottomRightSquare {xo, oo, ob, ...} {xx, xb, bo} {ox, bx} Total Coverage +{xx, ox, xb} 129 94 24 247 0.483366 +{xo, bx, bb} 37 88 24 149 0.291585 +{oo, ob, bo} 39 2 74 115 0.225049 +Total 205 184 122 511 +Coverage 0.401174 0.360078 0.238748 + +Cells 9 +Cell Id NewBottomRightSquare NewTopLeftSquare negative positive Interest Frequency Coverage +C3 {oo, ob, bo} {xo, oo, ob, ...} 1 0 0.411743 39 0.0763209 +C4 {xx, ox, xb} {xx, xb, bo} 0 1 0.351155 94 0.183953 +C8 {xo, bx, bb} {ox, bx} 0 1 0.0896565 24 0.0469667 +C2 {xo, bx, bb} {xo, oo, ob, ...} 0.0540541 0.945946 0.078416 37 0.072407 +C7 {xx, ox, xb} {ox, bx} 0.583333 0.416667 0.0312834 24 0.0469667 +C6 {oo, ob, bo} {xx, xb, bo} 1 0 0.021115 2 0.00391389 +C1 {xx, ox, xb} {xo, oo, ob, ...} 0.379845 0.620155 0.00759143 129 0.252446 +C9 {oo, ob, bo} {ox, bx} 0.391892 0.608108 0.00652523 74 0.144814 +C5 {xo, bx, bb} {xx, xb, bo} 0.363636 0.636364 0.00251476 88 0.172211 + Total 0.32681 0.67319 1 511 1 + +---------------------------------------------- +Rank R03 +Variables + Type Name + Categorical NewMiddleLeftSquare + Categorical NewMiddleRightSquare + +Variables stats +NewMiddleLeftSquare +Group Frequency Coverage Size Value list +{xo, xb, oo, ...} 272 0.53229 5 xo xb oo bo bb * +{ox, ob, bx} 147 0.287671 3 ox ob bx +{xx} 92 0.180039 1 xx +NewMiddleRightSquare +Group Frequency Coverage Size Value list +{xo, xb, ob, ...} 264 0.516634 5 xo xb ob bo bb * +{xx, ox, bx} 197 0.385519 3 xx ox bx +{oo} 50 0.0978474 1 oo + +Cell frequencies + NewMiddleRightSquare +NewMiddleLeftSquare {xo, xb, ob, ...} {xx, ox, bx} {oo} Total Coverage +{xo, xb, oo, ...} 158 92 22 272 0.53229 +{ox, ob, bx} 60 59 28 147 0.287671 +{xx} 46 46 0 92 0.180039 +Total 264 197 50 511 +Coverage 0.516634 0.385519 0.0978474 + +Cells 8 +Cell Id NewMiddleLeftSquare NewMiddleRightSquare negative positive Interest Frequency Coverage +C7 {xo, xb, oo, ...} {oo} 1 0 0.304099 22 0.0430528 +C5 {ox, ob, bx} {xx, ox, bx} 0.728814 0.271186 0.246452 59 0.11546 +C6 {xx} {xx, ox, bx} 0 1 0.224988 46 0.0900196 +C1 {xo, xb, oo, ...} {xo, xb, ob, ...} 0.126582 0.873418 0.209664 158 0.309198 +C2 {ox, ob, bx} {xo, xb, ob, ...} 0.416667 0.583333 0.0130799 60 0.117417 +C4 {xo, xb, oo, ...} {xx, ox, bx} 0.347826 0.652174 0.00112935 92 0.180039 +C3 {xx} {xo, xb, ob, ...} 0.347826 0.652174 0.000564676 46 0.0900196 +C8 {ox, ob, bx} {oo} 0.321429 0.678571 2.28435e-05 28 0.0547945 + Total 0.32681 0.67319 1 511 1 + +---------------------------------------------- +Rank R04 +Variables + Type Name + Categorical NewBottomMiddleSquare + Categorical NewTopMiddleSquare + +Variables stats +NewBottomMiddleSquare +Group Frequency Coverage Size Value list +{xo, xb, bo} 200 0.391389 3 xo xb bo +{ox, ob, bx, ...} 183 0.358121 4 ox ob bx bb * +{xx} 83 0.162427 1 xx +{oo} 45 0.0880626 1 oo +NewTopMiddleSquare +Group Frequency Coverage Size Value list +{xo, ox, xb, ...} 338 0.661448 5 xo ox xb ob bx +{xx, oo, bo, ...} 173 0.338552 4 xx oo bo bb * + +Cell frequencies + NewTopMiddleSquare +NewBottomMiddleSquare {xo, ox, xb, ...} {xx, oo, bo, ...} Total Coverage +{xo, xb, bo} 140 60 200 0.391389 +{ox, ob, bx, ...} 122 61 183 0.358121 +{xx} 48 35 83 0.162427 +{oo} 28 17 45 0.0880626 +Total 338 173 511 +Coverage 0.661448 0.338552 + +Cells 8 +Cell Id NewBottomMiddleSquare NewTopMiddleSquare negative positive Interest Frequency Coverage +C2 {ox, ob, bx, ...} {xo, ox, xb, ...} 0.614754 0.385246 0.28116 122 0.238748 +C1 {xo, xb, bo} {xo, ox, xb, ...} 0.1 0.9 0.265903 140 0.273973 +C8 {oo} {xx, oo, bo, ...} 1 0 0.252679 17 0.0332681 +C7 {xx} {xx, oo, bo, ...} 0 1 0.184076 35 0.0684932 +C6 {ox, ob, bx, ...} {xx, oo, bo, ...} 0.245902 0.754098 0.0126799 61 0.119374 +C3 {xx} {xo, ox, xb, ...} 0.375 0.625 0.00329022 48 0.0939335 +C5 {xo, xb, bo} {xx, oo, bo, ...} 0.316667 0.683333 0.00018748 60 0.117417 +C4 {oo} {xo, ox, xb, ...} 0.321429 0.678571 2.45635e-05 28 0.0547945 + Total 0.32681 0.67319 1 511 1 + +---------------------------------------------- +Rank R05 +Variables + Type Name + Categorical NewTopMiddleSquare + Categorical NewTopRightSquare + +Variables stats +NewTopMiddleSquare +Group Frequency Coverage Size Value list +{ob} 180 0.35225 5 ob * +{xx, xb} 146 0.285714 2 xx xb +{xo} 103 0.201566 1 xo +{ox} 82 0.16047 1 ox +NewTopRightSquare +Group Frequency Coverage Size Value list +{xx, xb} 326 0.637965 7 xx xb * +{xo, ox} 185 0.362035 2 xo ox + +Cell frequencies + NewTopRightSquare +NewTopMiddleSquare {xx, xb} {xo, ox} Total Coverage +{ob} 132 48 180 0.35225 +{xx, xb} 89 57 146 0.285714 +{xo} 64 39 103 0.201566 +{ox} 41 41 82 0.16047 +Total 326 185 511 +Coverage 0.637965 0.362035 + +Cells 8 +Cell Id NewTopMiddleSquare NewTopRightSquare negative positive Interest Frequency Coverage +C4 {ox} {xx, xb} 0.853659 0.146341 0.447803 41 0.0802348 +C3 {xo} {xx, xb} 0.0625 0.9375 0.242769 64 0.125245 +C5 {ob} {xo, ox} 0.5625 0.4375 0.102777 48 0.0939335 +C6 {xx, xb} {xo, ox} 0.140351 0.859649 0.0955814 57 0.111546 +C2 {xx, xb} {xx, xb} 0.179775 0.820225 0.0889875 89 0.174168 +C7 {xo} {xo, ox} 0.435897 0.564103 0.0184452 39 0.0763209 +C8 {ox} {xo, ox} 0.365854 0.634146 0.00255271 41 0.0802348 +C1 {ob} {xx, xb} 0.340909 0.659091 0.00108439 132 0.258317 + Total 0.32681 0.67319 1 511 1 + +---------------------------------------------- +Rank R36 +Variables + Type Name + Categorical NewTopLeftSquare + Categorical NewTopRightSquare + +Variables stats +NewTopLeftSquare +Group Frequency Coverage Size Value list +{xx, xb, bx, ...} 213 0.41683 4 xx xb bx bb * +{xo, ox, bo} 207 0.405088 3 xo ox bo +{oo, ob} 91 0.178082 2 oo ob +NewTopRightSquare +Group Frequency Coverage Size Value list +{xx, xo, ox, ...} 387 0.757339 5 xx xo ox xb bx +{oo, ob, bo, ...} 124 0.242661 4 oo ob bo bb * + +Cell frequencies + NewTopRightSquare +NewTopLeftSquare {xx, xo, ox, ...} {oo, ob, bo, ...} Total Coverage +{xx, xb, bx, ...} 183 30 213 0.41683 +{xo, ox, bo} 155 52 207 0.405088 +{oo, ob} 49 42 91 0.178082 +Total 387 124 511 +Coverage 0.757339 0.242661 + +Cells 6 +Cell Id NewTopLeftSquare NewTopRightSquare negative positive Interest Frequency Coverage +C1 {xx, xb, bx, ...} {xx, xo, ox, ...} 0.103825 0.896175 0.441302 183 0.358121 +C5 {xo, ox, bo} {oo, ob, bo, ...} 0.673077 0.326923 0.228379 52 0.101761 +C3 {oo, ob} {xx, xo, ox, ...} 0.632653 0.367347 0.168091 49 0.0958904 +C6 {oo, ob} {oo, ob, bo, ...} 0.642857 0.357143 0.153772 42 0.0821918 +C2 {xo, ox, bo} {xx, xo, ox, ...} 0.290323 0.709677 0.0084054 155 0.303327 +C4 {xx, xb, bx, ...} {oo, ob, bo, ...} 0.333333 0.666667 5.07649e-05 30 0.0587084 + Total 0.32681 0.67319 1 511 1 diff --git a/test/LearningTest/TestKhiops/Standard/Preparation2DTicTacToe/results.ref/T_Tictactoe.txt b/test/LearningTest/TestKhiops/Standard/Preparation2DTicTacToe/results.ref/T_Tictactoe.txt new file mode 100644 index 000000000..8d7cf6f4c --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/Preparation2DTicTacToe/results.ref/T_Tictactoe.txt @@ -0,0 +1,512 @@ +PredictedClass ProbClassnegative ProbClasspositive +positive 0.3377776808 0.6622223192 +positive 0.4144627915 0.5855372085 +positive 0.3377776808 0.6622223192 +positive 0.3377776808 0.6622223192 +positive 0.3377776808 0.6622223192 +positive 0.3377776808 0.6622223192 +positive 0.01179553041 0.9882044696 +positive 0.008152007505 0.9918479925 +positive 0.3659757486 0.6340242514 +positive 0.008076501114 0.9919234989 +positive 0.008076501114 0.9919234989 +positive 0.0005902681495 0.9994097319 +positive 0.008152007505 0.9918479925 +positive 0.008076501114 0.9919234989 +positive 0.008152007505 0.9918479925 +positive 0.4144627915 0.5855372085 +positive 0.3377776808 0.6622223192 +positive 0.3377776808 0.6622223192 +positive 0.3377776808 0.6622223192 +positive 0.3377776808 0.6622223192 +positive 0.4144627915 0.5855372085 +positive 0.3377776808 0.6622223192 +positive 0.01179553041 0.9882044696 +positive 0.3377776808 0.6622223192 +positive 0.0009660891514 0.9990339108 +positive 0.01179553041 0.9882044696 +positive 0.3377776808 0.6622223192 +positive 0.01179553041 0.9882044696 +positive 0.01179553041 0.9882044696 +positive 0.01179553041 0.9882044696 +positive 0.008076501114 0.9919234989 +positive 0.3377776808 0.6622223192 +positive 0.491762999 0.508237001 +positive 0.4144627915 0.5855372085 +positive 0.3377776808 0.6622223192 +positive 0.3377776808 0.6622223192 +positive 0.491762999 0.508237001 +positive 0.3377776808 0.6622223192 +positive 0.3377776808 0.6622223192 +positive 0.3377776808 0.6622223192 +positive 0.02134743639 0.9786525636 +positive 0.3377776808 0.6622223192 +positive 0.01179553041 0.9882044696 +positive 0.01179553041 0.9882044696 +positive 0.3377776808 0.6622223192 +positive 0.01179553041 0.9882044696 +positive 0.3377776808 0.6622223192 +positive 0.3377776808 0.6622223192 +positive 0.003463247852 0.9965367521 +positive 0.3778391405 0.6221608595 +positive 0.01330725611 0.9866927439 +positive 0.366711185 0.633288815 +positive 0.007725759207 0.9922742408 +positive 0.003463247852 0.9965367521 +positive 0.007725759207 0.9922742408 +positive 0.1840811811 0.8159188189 +positive 0.008548557981 0.991451442 +positive 0.0005902681495 0.9994097319 +positive 0.008076501114 0.9919234989 +positive 0.008076501114 0.9919234989 +positive 0.491762999 0.508237001 +positive 0.491762999 0.508237001 +positive 0.02134743639 0.9786525636 +positive 0.0005902681495 0.9994097319 +positive 0.0005902681495 0.9994097319 +positive 0.008076501114 0.9919234989 +positive 0.4144627915 0.5855372085 +positive 0.01179553041 0.9882044696 +positive 0.01179553041 0.9882044696 +positive 0.0005902681495 0.9994097319 +positive 0.008152007505 0.9918479925 +positive 0.008076501114 0.9919234989 +positive 0.008152007505 0.9918479925 +positive 0.008076501114 0.9919234989 +positive 0.01179553041 0.9882044696 +positive 0.1840811811 0.8159188189 +positive 0.003463247852 0.9965367521 +positive 0.003463247852 0.9965367521 +positive 0.3549981392 0.6450018608 +positive 0.007725759207 0.9922742408 +positive 0.003463247852 0.9965367521 +positive 0.007725759207 0.9922742408 +positive 0.007725759207 0.9922742408 +positive 0.3549981392 0.6450018608 +positive 0.003463247852 0.9965367521 +positive 0.4573442324 0.5426557676 +positive 0.01330725611 0.9866927439 +positive 0.366711185 0.633288815 +positive 0.01330725611 0.9866927439 +positive 0.007725759207 0.9922742408 +positive 0.003463247852 0.9965367521 +positive 0.007725759207 0.9922742408 +positive 0.007725759207 0.9922742408 +positive 0.4573442324 0.5426557676 +positive 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99.1 100 99.3676 +99.2 99.2 100 99.2 100 99.4379 +99.3 99.3 100 99.3 100 99.5081 +99.4 99.4 100 99.4 100 99.5784 +99.5 99.5 100 99.5 100 99.6487 +99.6 99.6 100 99.6 100 99.7189 +99.7 99.7 100 99.7 100 99.7892 +99.8 99.8 100 99.8 100 99.8595 +99.9 99.9 100 99.9 100 99.9297 +100 100 100 100 100 100 diff --git a/test/LearningTest/TestKhiops/Standard/Preparation2DTicTacToe/results.ref/TrainEvaluationReport.xls b/test/LearningTest/TestKhiops/Standard/Preparation2DTicTacToe/results.ref/TrainEvaluationReport.xls new file mode 100644 index 000000000..b3d1c7688 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/Preparation2DTicTacToe/results.ref/TrainEvaluationReport.xls @@ -0,0 +1,2075 @@ +#Khiops 10.1.5 +Train evaluation report + +Dictionary Tictactoe +Target variable Categorical Class +Database ../../../datasets/Tictactoe/Tictactoe.txt +Sample percentage 50 +Sampling mode Include sample +Selection variable +Selection value +Instances 511 + + +Predictors performance + +Classifier Accuracy Compression AUC +Baseline 0.67319 0 0.5 +Selective Naive Bayes 0.829746 0.526477 0.909274 +Univariate NewTopLeftSquare 0.712329 0.132081 0.728589 + + +-------------------------------------------------------------------------------- + +Predictors detailed performance + + +Classifier Baseline +Accuracy 0.67319 +Compression 0 +AUC 0.5 + +Confusion matrix + negative positive +$negative 0 0 +$positive 167 344 + +---------------------------------------------- +Classifier Selective Naive Bayes +Accuracy 0.829746 +Compression 0.526477 +AUC 0.909274 + +Confusion matrix + negative positive +$negative 80 0 +$positive 87 344 + +---------------------------------------------- +Classifier Univariate NewTopLeftSquare +Accuracy 0.712329 +Compression 0.132081 +AUC 0.728589 + +Confusion matrix + negative positive +$negative 110 90 +$positive 57 254 + +% target values +Group negative positive Interest Frequency Coverage +{xx, xb, bx} 0.126904 0.873096 0.494135 197 0.385519 +{ox, oo, ob, ...} 0.55 0.45 0.492603 200 0.391389 +{xo, bb} 0.280702 0.719298 0.0132622 114 0.223092 +Total 0.32681 0.67319 1 511 1 + + + +---------------------------------------------- +Lift curves negative +Size Random Optimal Baseline Selective Naive Bayes Univariate NewTopLeftSquare +0 0 0 0 0 0 +0.1 0.1 0.305988 0.1 0.305988 0.168293 +0.2 0.2 0.611976 0.2 0.611976 0.336587 +0.3 0.3 0.917964 0.3 0.917964 0.50488 +0.4 0.4 1.22395 0.4 1.22395 0.673174 +0.5 0.5 1.52994 0.5 1.52994 0.841467 +0.6 0.6 1.83593 0.6 1.83593 1.00976 +0.7 0.7 2.14192 0.7 2.14192 1.17805 +0.8 0.8 2.4479 0.8 2.4479 1.34635 +0.9 0.9 2.75389 0.9 2.75389 1.51464 +1 1 3.05988 1 3.05988 1.68293 +1.1 1.1 3.36587 1.1 3.36587 1.85123 +1.2 1.2 3.67186 1.2 3.67186 2.01952 +1.3 1.3 3.97784 1.3 3.97784 2.18781 +1.4 1.4 4.28383 1.4 4.28383 2.35611 +1.5 1.5 4.58982 1.5 4.58982 2.5244 +1.6 1.6 4.89581 1.6 4.89581 2.69269 +1.7 1.7 5.2018 1.7 5.2018 2.86099 +1.8 1.8 5.50778 1.8 5.50778 3.02928 +1.9 1.9 5.81377 1.9 5.81377 3.19757 +2 2 6.11976 2 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a/test/LearningTest/TestKhiops/Standard/Preparation2DTicTacToe/results.ref/err.txt b/test/LearningTest/TestKhiops/Standard/Preparation2DTicTacToe/results.ref/err.txt new file mode 100644 index 000000000..ae56e0485 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/Preparation2DTicTacToe/results.ref/err.txt @@ -0,0 +1,21 @@ +Train supervised model for classification of target variable Class +Database ../../../datasets/Tictactoe/Tictactoe.txt: Read records: 958 Selected records: 511 +Evaluation of variable pairs +Data preparation time: 0:00:00.22 +SNB train time: 0:00:00.01 +Build Selective Naive Bayes SNB_Tictactoe +Build Baseline B_Tictactoe +Build Univariate BU1_Tictactoe +Train evaluation of Selective Naive Bayes on database ../../../datasets/Tictactoe/Tictactoe.txt +Train evaluation of Baseline on database ../../../datasets/Tictactoe/Tictactoe.txt +Train evaluation of Univariate NewTopLeftSquare on database ../../../datasets/Tictactoe/Tictactoe.txt +Test evaluation of Selective Naive Bayes on database ../../../datasets/Tictactoe/Tictactoe.txt +Test evaluation of Baseline on database ../../../datasets/Tictactoe/Tictactoe.txt +Test evaluation of Univariate NewTopLeftSquare on database ../../../datasets/Tictactoe/Tictactoe.txt +Write report ./results\AllReports.khj + +Deploy model SNB_Tictactoe +Input database ../../../datasets/Tictactoe/Tictactoe.txt: Read records: 958 +Output database ./results/T_Tictactoe.txt: Written records: 511 +Model deployment time: 0:00:00.01 + diff --git a/test/LearningTest/TestKhiops/Standard/Preparation2DTicTacToe/results.ref/time.log b/test/LearningTest/TestKhiops/Standard/Preparation2DTicTacToe/results.ref/time.log new file mode 100644 index 000000000..df7331693 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/Preparation2DTicTacToe/results.ref/time.log @@ -0,0 +1 @@ +Overal time: 0.8254063129425049 diff --git a/test/LearningTest/TestKhiops/Standard/Preparation2DTicTacToe/test.prm b/test/LearningTest/TestKhiops/Standard/Preparation2DTicTacToe/test.prm new file mode 100644 index 000000000..086ca9535 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/Preparation2DTicTacToe/test.prm @@ -0,0 +1,66 @@ +// Thu Jun 12 13:31:06 2008 +// modl +// Output command file +// +//This file contains recorded commands, that can be replayed. +//Commands are based on user interactions: +// field update +// list index selection +// menu action +//Every command can be commented, using //. +//For example, commenting the last Exit command will allow other +//user interactions, after the commands have been replayed. +// +// + +// -> Data preparation and scoring +ClassManagement.OpenFile // Open... + +// -> Open +ClassFileName ./NewTictactoe.kdic // Dictionary file +OK // Open +// <- Open + +ClassManagement.ClassName Tictactoe // Dictionary +TrainDatabase.DatabaseFiles.List.Key Tictactoe // List item selection +TrainDatabase.DatabaseFiles.DataTableName ../../../datasets/Tictactoe/Tictactoe.txt // Database file +TrainDatabase.SampleNumberPercentage 50 // Sample percentage + +AnalysisSpec.TargetAttributeName Class // Target variable + +AnalysisSpec.PredictorsSpec.SelectiveNaiveBayesPredictor true // Predicteur Bayesien Naif Selectif +AnalysisSpec.PredictorsSpec.AdvancedSpec.BaselinePredictor true // Predicteur Data Grid +AnalysisSpec.PredictorsSpec.AdvancedSpec.UnivariatePredictorNumber 1 // Nombre de predicteurs univaries + +AnalysisSpec.PredictorsSpec.ConstructionSpec.MaxAttributePairNumber 100 // Max number of pairs of variables + +AnalysisResults.ResultFilesDirectory ./results // Result files directory +AnalysisResults.Preparation2DFileName PreparationReport2D.xls // Preparation report + +AnalysisSpec.PredictorsSpec.ConstructionSpec.MaxTreeNumber 0 // Max Tree number +AnalysisSpec.PredictorsSpec.ConstructionSpec.MaxConstructedAttributeNumber 0 // Max number of constructed variables +ComputeStats // Analyse database + +ClassManagement.OpenFile // Open... +ClassFileName ./results/Modeling.kdic // Dictionary file +OK // Open + +TransferDatabase // Transfer database + +// -> Database transfer +ClassName SNB_Tictactoe // Transfer dictionary +SourceDatabase.SampleNumberPercentage 50 // Sample percentage +TargetDatabase.DatabaseFiles.List.Key SNB_Tictactoe // List item selection +TargetDatabase.DatabaseFiles.DataTableName ./results/T_Tictactoe.txt // Database file +TransferDatabase // Transfer database +Exit // Close +// <- Database transfer + +Exit // Close +// <- Data preparation and scoring + + +// -> Data preparation and scoring +OK // Close +// <- Data preparation and scoring + diff --git a/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/InputPairs.txt b/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/InputPairs.txt new file mode 100644 index 000000000..71033e6b2 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/InputPairs.txt @@ -0,0 +1,3 @@ +CapShape CapColor +CapShape CapSurface +CapColor CapSurface diff --git a/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/All_AllReports.khj b/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/All_AllReports.khj new file mode 100644 index 000000000..4bc968608 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/All_AllReports.khj @@ -0,0 +1,4846 @@ +{ + "tool": "Khiops", + "version": "10.1.5", + "shortDescription": "", + "preparationReport": { + "reportType": "Preparation", + "summary": { + "dictionary": "Mushroom", + "variables": { + "types": [ + "Categorical" + ], + "numbers": [ + 23 + ] + }, + "database": "..\/..\/..\/datasets\/Mushroom\/Mushroom.txt", + "samplePercentage": 70, + "samplingMode": "Include sample", + "selectionVariable": "", + "selectionValue": "", + 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"cellInterests": [0.312701,0.0643237,0.00355073,0.435161,0.0929107,0.0504461,0.0409066] + } + }, + "R50": { + "dataGrid": { + "isSupervised": true, + "dimensions": [ + { + "variable": "Odor", + "type": "Categorical", + "partitionType": "Value groups", + "partition": [ + ["NONE","ALMOND","ANISE"], + ["FOUL","SPICY","FISHY","PUNGENT","CREOSOTE","MUSTY"] + ], + "defaultGroupIndex": 1 + }, + { + "variable": "SporePrintColor", + "type": "Categorical", + "partitionType": "Value groups", + "partition": [ + ["BROWN","BLACK","CHOCOLATE","BUFF","ORANGE","PURPLE","YELLOW"], + ["WHITE"], + ["GREEN"] + ], + "defaultGroupIndex": 0 + }, + { + "variable": "Target", + "type": "Categorical", + "partitionType": "Values", + "partition": ["EDIBLE","POISONOUS"] + } + ], + "cellIds": ["C1","C2","C3","C4","C5"], + "cellPartIndexes": [ + [0,0], + [1,0], + [0,1], + [1,1], + [0,2] + ], + "cellTargetFrequencies": [ + [2759,0], + [0,1403], + [409,28], + [0,1274], + [0,55] + ], + "cellInterests": [0.433173,0.268744,0.0435137,0.244034,0.0105352] + } + } + } + }, + "khiops_encoding": "ascii" +} diff --git a/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/All_Preparation2DReport.xls b/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/All_Preparation2DReport.xls new file mode 100644 index 000000000..e2effb42c --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/All_Preparation2DReport.xls @@ -0,0 +1,2147 @@ +#Khiops 10.1.5 +Descriptive statistics + + +Problem description +Short description + +Dictionary Mushroom +Variables + Categorical 23 + Total 23 + +Database ../../../datasets/Mushroom/Mushroom.txt +Sample percentage 70 +Sampling mode Include sample +Selection variable +Selection value +Instances 5928 + +Learning task Classification analysis + +Target variable Categorical Class + +Target variable stats +Value Frequency Coverage +EDIBLE 3168 0.534413 +POISONOUS 2760 0.465587 + +Evaluated variable pairs 50 +Informative variable pairs 10 + + +Variables pairs statistics + +Rank Name 1 Name 2 DeltaLevel Level Level 1 Level 2 Variables Parts 1 Parts 2 Cells Constr. cost Prep. cost Data cost +R01 Population RingType 0.162156 0.65538 0.20956 0.283664 2 4 3 10 11.0633 76.3592 1325.43 +R02 GillSize RingType 0.155554 0.668142 0.228924 0.283664 2 2 3 6 11.0633 48.7838 1300.68 +R03 GillSize SporePrintColor 0.139273 0.848037 0.228924 0.47984 2 2 3 6 11.0633 54.027 557.918 +R04 GillSize StalkColorBelowRing 0.0890998 0.54168 0.228924 0.223656 2 2 5 8 11.0633 68.5 1799.43 +R05 GillSize StalkSurfaceBelowRing 0.0715597 0.573228 0.228924 0.272744 2 2 4 8 11.0633 57.0908 1681.5 +R06 GillSize StalkSurfaceAboveRing 0.062743 0.577534 0.228924 0.285867 2 2 3 6 11.0633 47.1581 1673.78 +R07 Population StalkSurfaceBelowRing 0.0597569 0.542061 0.20956 0.272744 2 4 3 12 11.0633 79.339 1787.03 +R08 GillSize StalkColorAboveRing 0.0493474 0.52421 0.228924 0.245938 2 2 5 7 11.0633 64.4441 1875.11 +R09 Population StalkSurfaceAboveRing 0.0440988 0.539526 0.20956 0.285867 2 5 3 14 11.0633 89.7049 1787.06 +R10 Population StalkColorBelowRing 0.0068093 0.440025 0.20956 0.223656 2 3 5 11 11.0633 88.1038 2196.58 +R11 Population StalkColorAboveRing -0.00147425 0.454025 0.20956 0.245938 2 3 4 9 11.0633 77.9761 2149.32 +R12 GillColor StalkColorBelowRing -0.0227689 0.602953 0.402066 0.223656 2 5 5 17 11.0633 130.308 1486.42 +R13 GillColor RingType -0.0271761 0.658554 0.402066 0.283664 2 5 3 14 11.0633 103.762 1285.01 +R14 Population SporePrintColor -0.028735 0.660665 0.20956 0.47984 2 4 4 13 11.0633 95.2909 1284.83 +R15 Bruise StalkSurfaceAboveRing -0.0307077 0.413255 0.158096 0.285867 2 2 3 5 11.0633 42.469 2351.97 +R16 GillColor Population -0.0408284 0.570798 0.402066 0.20956 2 8 4 24 11.0633 151.132 1597.42 +R17 GillColor StalkColorAboveRing -0.0481246 0.59988 0.402066 0.245938 2 5 5 17 11.0633 128.369 1500.95 +R18 RingType StalkColorBelowRing -0.0486931 0.458627 0.283664 0.223656 2 3 3 9 11.0633 71.0515 2137.37 +R19 RingType StalkSurfaceBelowRing -0.053593 0.502815 0.283664 0.272744 2 2 3 6 11.0633 50.4382 1976.83 +R20 RingType StalkColorAboveRing -0.0709085 0.458694 0.283664 0.245938 2 3 3 6 11.0633 56.815 2151.33 +R21 RingType StalkSurfaceAboveRing -0.0740106 0.49552 0.283664 0.285867 2 3 3 7 11.0633 54.912 2002.26 +R22 GillSize Population -0.0843035 0.354181 0.228924 0.20956 2 2 4 7 11.0633 56.9917 2579.63 +R23 Bruise GillColor -0.0936894 0.466473 0.158096 0.402066 2 2 8 15 11.0633 110.714 2065.54 +R24 Bruise SporePrintColor -0.106731 0.531205 0.158096 0.47984 2 2 4 7 11.0633 61.8398 1849.03 +R25 SporePrintColor StalkColorBelowRing -0.107042 0.596454 0.47984 0.223656 2 4 3 9 11.0633 78.8532 1564.52 +R26 StalkColorBelowRing StalkSurfaceBelowRing -0.109722 0.386678 0.223656 0.272744 2 3 4 11 11.0633 80.2105 2423.19 +R27 GillColor StalkSurfaceBelowRing -0.115085 0.559725 0.402066 0.272744 2 6 4 18 11.0633 121.302 1672.65 +R28 GillColor StalkSurfaceAboveRing -0.129002 0.558931 0.402066 0.285867 2 7 3 17 11.0633 119.873 1677.33 +R29 GillColor GillSize -0.129647 0.501344 0.402066 0.228924 2 6 2 12 11.0633 88.9095 1944.39 +R30 StalkColorBelowRing StalkSurfaceAboveRing -0.13256 0.376963 0.223656 0.285867 2 3 3 9 11.0633 69.8123 2473.42 +R31 Bruise RingType -0.132572 0.309188 0.158096 0.283664 2 2 4 6 11.0633 48.5741 2772.51 +R32 StalkColorAboveRing StalkColorBelowRing -0.134043 0.335551 0.245938 0.223656 2 4 5 14 11.0633 106.154 2606.85 +R33 RingType SporePrintColor -0.136293 0.627211 0.283664 0.47984 2 2 3 6 11.0633 56.5365 1460.74 +R34 SporePrintColor StalkColorAboveRing -0.138695 0.587083 0.47984 0.245938 2 4 3 9 11.0633 78.3277 1603.46 +R35 StalkColorAboveRing StalkSurfaceBelowRing -0.141936 0.376747 0.245938 0.272744 2 3 3 8 11.0633 65.2655 2478.85 +R36 StalkColorAboveRing StalkSurfaceAboveRing -0.156533 0.375272 0.245938 0.285867 2 3 3 8 11.0633 63.2211 2486.94 +R37 Bruise Odor -0.159207 0.899688 0.158096 0.900798 1 1 3 3 7.97229 36.1035 367.179 +R38 Odor Population -0.19584 0.914519 0.900798 0.20956 2 2 2 4 11.0633 44.6685 294.718 +R39 GillColor SporePrintColor -0.196156 0.68575 0.402066 0.47984 2 5 3 14 11.0633 109.644 1167.64 +R40 StalkSurfaceAboveRing StalkSurfaceBelowRing -0.197033 0.361578 0.285867 0.272744 2 3 3 7 11.0633 50.5295 2555.77 +R41 Odor StalkColorBelowRing -0.21033 0.914123 0.900798 0.223656 2 3 3 6 11.0633 62.949 278.059 +R42 GillSize Odor -0.227848 0.901874 0.228924 0.900798 2 2 3 6 11.0633 53.5395 337.687 +R43 SporePrintColor StalkSurfaceBelowRing -0.22888 0.523704 0.47984 0.272744 2 4 3 10 11.0633 77.9931 1863.63 +R44 Odor StalkColorAboveRing -0.240559 0.906178 0.900798 0.245938 2 3 3 6 11.0633 62.0062 311.577 +R45 SporePrintColor StalkSurfaceAboveRing -0.243239 0.522468 0.47984 0.285867 2 5 4 11 11.0633 81.5203 1865.17 +R46 Odor StalkSurfaceBelowRing -0.262424 0.911118 0.900798 0.272744 2 3 3 8 11.0633 65.1073 288.221 +R47 Odor StalkSurfaceAboveRing -0.284717 0.901948 0.900798 0.285867 2 3 2 5 11.0633 51.0336 339.892 +R48 Odor RingType -0.284775 0.899688 0.900798 0.283664 1 3 1 3 7.97229 36.1035 367.179 +R49 GillColor Odor -0.375657 0.927207 0.402066 0.900798 2 3 3 7 11.0633 70.7279 216.64 +R50 Odor SporePrintColor -0.42134 0.959298 0.900798 0.47984 2 2 3 5 11.0633 54.3386 101.465 + + +-------------------------------------------------------------------------------- + +Variables pairs detailed statistics +(Pairs with two jointly informative variables) + + +Rank R01 +Variables + Type Name + Categorical Population + Categorical RingType + +Variables stats +Population +Group Frequency Coverage Size Value list +{SEVERAL} 2890 0.487517 1 SEVERAL +{SOLITARY, NUMEROUS} 1462 0.246626 2 SOLITARY NUMEROUS +{SCATTERED, ABUNDANT} 1332 0.224696 2 SCATTERED ABUNDANT +{CLUSTERED} 244 0.0411606 1 CLUSTERED * +RingType +Group Frequency Coverage Size Value list +{PENDANT, FLARING} 2824 0.476383 2 PENDANT FLARING +{EVANESCENT} 2183 0.368252 1 EVANESCENT +{LARGE, NONE} 921 0.155364 2 LARGE NONE * + +Cell frequencies + RingType +Population {PENDANT, FLARING} {EVANESCENT} {LARGE, NONE} Total Coverage +{SEVERAL} 1128 1312 450 2890 0.487517 +{SOLITARY, NUMEROUS} 1024 0 438 1462 0.246626 +{SCATTERED, ABUNDANT} 595 737 0 1332 0.224696 +{CLUSTERED} 77 134 33 244 0.0411606 +Total 2824 2183 921 5928 +Coverage 0.476383 0.368252 0.155364 + +Cells 10 +Cell Id Population RingType EDIBLE POISONOUS Interest Frequency Coverage +C5 {SEVERAL} {EVANESCENT} 0.0403963 0.959604 0.280707 1312 0.221323 +C2 {SOLITARY, NUMEROUS} {PENDANT, FLARING} 1 0 0.232798 1024 0.17274 +C7 {SCATTERED, ABUNDANT} {EVANESCENT} 1 0 0.167551 737 0.124325 +C9 {SEVERAL} {LARGE, NONE} 0 1 0.124814 450 0.0759109 +C10 {SOLITARY, NUMEROUS} {LARGE, NONE} 0 1 0.121486 438 0.0738866 +C1 {SEVERAL} {PENDANT, FLARING} 0.717199 0.282801 0.0286473 1128 0.190283 +C8 {CLUSTERED} {EVANESCENT} 0.962687 0.0373134 0.0229685 134 0.0226046 +C4 {CLUSTERED} {PENDANT, FLARING} 0.935065 0.0649351 0.011041 77 0.0129892 +C12 {CLUSTERED} {LARGE, NONE} 0 1 0.00915304 33 0.0055668 +C3 {SCATTERED, ABUNDANT} {PENDANT, FLARING} 0.578151 0.421849 0.000834361 595 0.100371 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R02 +Variables + Type Name + Categorical GillSize + Categorical RingType + +Variables stats +GillSize +Group Frequency Coverage Size Value list +{BROAD} 4121 0.695175 1 BROAD +{NARROW} 1807 0.304825 1 NARROW * +RingType +Group Frequency Coverage Size Value list +{PENDANT} 2787 0.470142 1 PENDANT +{EVANESCENT} 2183 0.368252 1 EVANESCENT +{LARGE, FLARING, NONE} 958 0.161606 3 LARGE FLARING NONE * + +Cell frequencies + RingType +GillSize {PENDANT} {EVANESCENT} {LARGE, FLARING, NONE} Total Coverage +{BROAD} 2334 866 921 4121 0.695175 +{NARROW} 453 1317 37 1807 0.304825 +Total 2787 2183 958 5928 +Coverage 0.470142 0.368252 0.161606 + +Cells 6 +Cell Id GillSize RingType EDIBLE POISONOUS Interest Frequency Coverage +C4 {NARROW} {EVANESCENT} 0.040243 0.959757 0.279144 1317 0.222166 +C5 {BROAD} {LARGE, FLARING, NONE} 0 1 0.252849 921 0.155364 +C1 {BROAD} {PENDANT} 0.88946 0.11054 0.246586 2334 0.393725 +C3 {BROAD} {EVANESCENT} 1 0 0.194871 866 0.146086 +C2 {NARROW} {PENDANT} 0.300221 0.699779 0.0182229 453 0.076417 +C6 {NARROW} {LARGE, FLARING, NONE} 1 0 0.00832591 37 0.00624157 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R03 +Variables + Type Name + Categorical GillSize + Categorical SporePrintColor + +Variables stats +GillSize +Group Frequency Coverage Size Value list +{BROAD} 4121 0.695175 1 BROAD +{NARROW} 1807 0.304825 1 NARROW * +SporePrintColor +Group Frequency Coverage Size Value list +{BROWN, BLACK, BUFF, ...} 3000 0.506073 5 BROWN BLACK BUFF ORANGE YELLOW * +{WHITE} 1711 0.28863 1 WHITE +{CHOCOLATE, GREEN, PURPLE} 1217 0.205297 3 CHOCOLATE GREEN PURPLE + +Cell frequencies + SporePrintColor +GillSize {BROWN, BLACK, BUFF, ...} {WHITE} {CHOCOLATE, GREEN, PURPLE} Total Coverage +{BROAD} 2586 389 1146 4121 0.695175 +{NARROW} 414 1322 71 1807 0.304825 +Total 3000 1711 1217 5928 +Coverage 0.506073 0.28863 0.205297 + +Cells 6 +Cell Id GillSize SporePrintColor EDIBLE POISONOUS Interest Frequency Coverage +C1 {BROAD} {BROWN, BLACK, BUFF, ...} 1 0 0.459231 2586 0.436235 +C5 {BROAD} {CHOCOLATE, GREEN, PURPLE} 0 1 0.24829 1146 0.19332 +C4 {NARROW} {WHITE} 0.0400908 0.959909 0.221318 1322 0.223009 +C3 {BROAD} {WHITE} 0.915167 0.0848329 0.0383515 389 0.0656208 +C2 {NARROW} {BROWN, BLACK, BUFF, ...} 0.246377 0.753623 0.0202012 414 0.0698381 +C6 {NARROW} {CHOCOLATE, GREEN, PURPLE} 1 0 0.0126084 71 0.0119771 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R04 +Variables + Type Name + Categorical GillSize + Categorical StalkColorBelowRing + +Variables stats +GillSize +Group Frequency Coverage Size Value list +{BROAD} 4121 0.695175 1 BROAD +{NARROW} 1807 0.304825 1 NARROW * +StalkColorBelowRing +Group Frequency Coverage Size Value list +{WHITE} 3303 0.557186 1 WHITE +{PINK, YELLOW} 1328 0.224022 2 PINK YELLOW * +{GRAY, ORANGE, RED} 600 0.101215 3 GRAY ORANGE RED +{BROWN} 363 0.0612348 1 BROWN +{BUFF, CINNAMON} 334 0.0563428 2 BUFF CINNAMON + +Cell frequencies + StalkColorBelowRing +GillSize {WHITE} {PINK, YELLOW} {GRAY, ORANGE, RED} {BROWN} {BUFF, CINNAMON} Total Coverage +{BROAD} 2189 695 600 303 334 4121 0.695175 +{NARROW} 1114 633 0 60 0 1807 0.304825 +Total 3303 1328 600 363 334 5928 +Coverage 0.557186 0.224022 0.101215 0.0612348 0.0563428 + +Cells 8 +Cell Id GillSize StalkColorBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C1 {BROAD} {WHITE} 0.882138 0.117862 0.268884 2189 0.369265 +C4 {NARROW} {PINK, YELLOW} 0 1 0.212138 633 0.106781 +C5 {BROAD} {GRAY, ORANGE, RED} 1 0 0.164814 600 0.101215 +C2 {NARROW} {WHITE} 0.155296 0.844704 0.152009 1114 0.187922 +C9 {BROAD} {BUFF, CINNAMON} 0 1 0.111934 334 0.0563428 +C7 {BROAD} {BROWN} 0.0330033 0.966997 0.0816755 303 0.0511134 +C8 {NARROW} {BROWN} 0.883333 0.116667 0.00742919 60 0.0101215 +C3 {BROAD} {PINK, YELLOW} 0.576978 0.423022 0.00111506 695 0.11724 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R05 +Variables + Type Name + Categorical GillSize + Categorical StalkSurfaceBelowRing + +Variables stats +GillSize +Group Frequency Coverage Size Value list +{BROAD} 4121 0.695175 1 BROAD +{NARROW} 1807 0.304825 1 NARROW * +StalkSurfaceBelowRing +Group Frequency Coverage Size Value list +{SMOOTH} 3587 0.605094 1 SMOOTH +{SILKY} 1604 0.27058 1 SILKY +{FIBROUS} 544 0.0917679 1 FIBROUS +{SCALY} 193 0.0325574 1 SCALY * + +Cell frequencies + StalkSurfaceBelowRing +GillSize {SMOOTH} {SILKY} {FIBROUS} {SCALY} Total Coverage +{BROAD} 2483 987 481 170 4121 0.695175 +{NARROW} 1104 617 63 23 1807 0.304825 +Total 3587 1604 544 193 5928 +Coverage 0.605094 0.27058 0.0917679 0.0325574 + +Cells 8 +Cell Id GillSize StalkSurfaceBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C1 {BROAD} {SMOOTH} 0.937576 0.0624245 0.415878 2483 0.41886 +C4 {NARROW} {SILKY} 0 1 0.19671 617 0.104082 +C3 {BROAD} {SILKY} 0.100304 0.899696 0.174892 987 0.166498 +C2 {NARROW} {SMOOTH} 0.147645 0.852355 0.149867 1104 0.186235 +C5 {BROAD} {FIBROUS} 0.785863 0.214137 0.0274268 481 0.0811404 +C6 {NARROW} {FIBROUS} 1 0 0.0164631 63 0.0106275 +C7 {BROAD} {SCALY} 0.805882 0.194118 0.0114296 170 0.0286775 +C8 {NARROW} {SCALY} 0 1 0.0073328 23 0.00387989 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R06 +Variables + Type Name + Categorical GillSize + Categorical StalkSurfaceAboveRing + +Variables stats +GillSize +Group Frequency Coverage Size Value list +{BROAD} 4121 0.695175 1 BROAD +{NARROW} 1807 0.304825 1 NARROW * +StalkSurfaceAboveRing +Group Frequency Coverage Size Value list +{SMOOTH, SCALY} 3768 0.635628 2 SMOOTH SCALY * +{SILKY} 1653 0.278846 1 SILKY +{FIBROUS} 507 0.0855263 1 FIBROUS + +Cell frequencies + StalkSurfaceAboveRing +GillSize {SMOOTH, SCALY} {SILKY} {FIBROUS} Total Coverage +{BROAD} 2622 1019 480 4121 0.695175 +{NARROW} 1146 634 27 1807 0.304825 +Total 3768 1653 507 5928 +Coverage 0.635628 0.278846 0.0855263 + +Cells 6 +Cell Id GillSize StalkSurfaceAboveRing EDIBLE POISONOUS Interest Frequency Coverage +C1 {BROAD} {SMOOTH, SCALY} 0.941648 0.0583524 0.448859 2622 0.442308 +C4 {NARROW} {SILKY} 0 1 0.201274 634 0.10695 +C3 {BROAD} {SILKY} 0.0961727 0.903827 0.183914 1019 0.171896 +C2 {NARROW} {SMOOTH, SCALY} 0.173647 0.826353 0.13273 1146 0.19332 +C5 {BROAD} {FIBROUS} 0.78125 0.21875 0.0261977 480 0.0809717 +C6 {NARROW} {FIBROUS} 1 0 0.00702572 27 0.00455466 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R07 +Variables + Type Name + Categorical Population + Categorical StalkSurfaceBelowRing + +Variables stats +Population +Group Frequency Coverage Size Value list +{SEVERAL} 2890 0.487517 1 SEVERAL +{SOLITARY, ABUNDANT} 1544 0.260459 2 SOLITARY ABUNDANT +{SCATTERED} 966 0.162955 1 SCATTERED +{NUMEROUS, CLUSTERED} 528 0.0890688 2 NUMEROUS CLUSTERED * +StalkSurfaceBelowRing +Group Frequency Coverage Size Value list +{SMOOTH, FIBROUS} 4131 0.696862 2 SMOOTH FIBROUS +{SILKY} 1604 0.27058 1 SILKY +{SCALY} 193 0.0325574 1 SCALY * + +Cell frequencies + StalkSurfaceBelowRing +Population {SMOOTH, FIBROUS} {SILKY} {SCALY} Total Coverage +{SEVERAL} 1805 1067 18 2890 0.487517 +{SOLITARY, ABUNDANT} 1029 438 77 1544 0.260459 +{SCATTERED} 861 45 60 966 0.162955 +{NUMEROUS, CLUSTERED} 436 54 38 528 0.0890688 +Total 4131 1604 193 5928 +Coverage 0.696862 0.27058 0.0325574 + +Cells 12 +Cell Id Population StalkSurfaceBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C5 {SEVERAL} {SILKY} 0 1 0.354845 1067 0.179993 +C2 {SOLITARY, ABUNDANT} {SMOOTH, FIBROUS} 1 0 0.28049 1029 0.173583 +C6 {SOLITARY, ABUNDANT} {SILKY} 0 1 0.145663 438 0.0738866 +C4 {NUMEROUS, CLUSTERED} {SMOOTH, FIBROUS} 0.988532 0.0114679 0.107265 436 0.0735493 +C3 {SCATTERED} {SMOOTH, FIBROUS} 0.708479 0.291521 0.0236986 861 0.145243 +C10 {SOLITARY, ABUNDANT} {SCALY} 1 0 0.0209891 77 0.0129892 +C11 {SCATTERED} {SCALY} 1 0 0.0163551 60 0.0101215 +C8 {NUMEROUS, CLUSTERED} {SILKY} 1 0 0.0147196 54 0.00910931 +C12 {NUMEROUS, CLUSTERED} {SCALY} 0 1 0.0126374 38 0.00641026 +C7 {SCATTERED} {SILKY} 1 0 0.0122663 45 0.00759109 +C9 {SEVERAL} {SCALY} 0 1 0.00598614 18 0.00303644 +C1 {SEVERAL} {SMOOTH, FIBROUS} 0.477562 0.522438 0.00508426 1805 0.304487 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R08 +Variables + Type Name + Categorical GillSize + Categorical StalkColorAboveRing + +Variables stats +GillSize +Group Frequency Coverage Size Value list +{BROAD} 4121 0.695175 1 BROAD +{NARROW} 1807 0.304825 1 NARROW * +StalkColorAboveRing +Group Frequency Coverage Size Value list +{WHITE} 3361 0.56697 1 WHITE +{PINK, YELLOW} 1319 0.222503 2 PINK YELLOW * +{GRAY, ORANGE, RED} 615 0.103745 3 GRAY ORANGE RED +{BUFF, CINNAMON} 317 0.053475 2 BUFF CINNAMON +{BROWN} 316 0.0533063 1 BROWN + +Cell frequencies + StalkColorAboveRing +GillSize {WHITE} {PINK, YELLOW} {GRAY, ORANGE, RED} {BUFF, CINNAMON} {BROWN} Total Coverage +{BROAD} 2179 694 615 317 316 4121 0.695175 +{NARROW} 1182 625 0 0 0 1807 0.304825 +Total 3361 1319 615 317 316 5928 +Coverage 0.56697 0.222503 0.103745 0.053475 0.0533063 + +Cells 7 +Cell Id GillSize StalkColorAboveRing EDIBLE POISONOUS Interest Frequency Coverage +C1 {BROAD} {WHITE} 0.881597 0.118403 0.275624 2179 0.367578 +C4 {NARROW} {PINK, YELLOW} 0 1 0.216475 625 0.105432 +C5 {BROAD} {GRAY, ORANGE, RED} 1 0 0.174595 615 0.103745 +C2 {NARROW} {WHITE} 0.191201 0.808799 0.133958 1182 0.199393 +C7 {BROAD} {BUFF, CINNAMON} 0 1 0.109796 317 0.053475 +C9 {BROAD} {BROWN} 0.0316456 0.968354 0.0887212 316 0.0533063 +C3 {BROAD} {PINK, YELLOW} 0.570605 0.429395 0.000831184 694 0.117072 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R09 +Variables + Type Name + Categorical Population + Categorical StalkSurfaceAboveRing + +Variables stats +Population +Group Frequency Coverage Size Value list +{SEVERAL} 2890 0.487517 1 SEVERAL +{SOLITARY, ABUNDANT} 1544 0.260459 2 SOLITARY ABUNDANT +{SCATTERED} 966 0.162955 1 SCATTERED +{NUMEROUS} 284 0.0479082 1 NUMEROUS +{CLUSTERED} 244 0.0411606 1 CLUSTERED * +StalkSurfaceAboveRing +Group Frequency Coverage Size Value list +{SMOOTH} 3753 0.633097 1 SMOOTH +{SILKY} 1653 0.278846 1 SILKY +{FIBROUS, SCALY} 522 0.0880567 2 FIBROUS SCALY * + +Cell frequencies + StalkSurfaceAboveRing +Population {SMOOTH} {SILKY} {FIBROUS, SCALY} Total Coverage +{SEVERAL} 1720 1084 86 2890 0.487517 +{SOLITARY, ABUNDANT} 913 438 193 1544 0.260459 +{SCATTERED} 679 49 238 966 0.162955 +{NUMEROUS} 235 49 0 284 0.0479082 +{CLUSTERED} 206 33 5 244 0.0411606 +Total 3753 1653 522 5928 +Coverage 0.633097 0.278846 0.0880567 + +Cells 14 +Cell Id Population StalkSurfaceAboveRing EDIBLE POISONOUS Interest Frequency Coverage +C6 {SEVERAL} {SILKY} 0 1 0.361284 1084 0.182861 +C2 {SOLITARY, ABUNDANT} {SMOOTH} 1 0 0.249413 913 0.154015 +C7 {SOLITARY, ABUNDANT} {SILKY} 0 1 0.14598 438 0.0738866 +C4 {NUMEROUS} {SMOOTH} 1 0 0.0641972 235 0.0396424 +C12 {SOLITARY, ABUNDANT} {FIBROUS, SCALY} 1 0 0.0527237 193 0.0325574 +C5 {CLUSTERED} {SMOOTH} 0.975728 0.0242718 0.0463165 206 0.0347503 +C13 {SCATTERED} {FIBROUS, SCALY} 0.806723 0.193277 0.0168401 238 0.0401484 +C3 {SCATTERED} {SMOOTH} 0.698085 0.301915 0.0164988 679 0.114541 +C8 {SCATTERED} {SILKY} 1 0 0.0133858 49 0.00826586 +C9 {NUMEROUS} {SILKY} 1 0 0.0133858 49 0.00826586 +C10 {CLUSTERED} {SILKY} 0 1 0.0109985 33 0.0055668 +C11 {SEVERAL} {FIBROUS, SCALY} 0.313953 0.686047 0.00370984 86 0.0145074 +C1 {SEVERAL} {SMOOTH} 0.485465 0.514535 0.00359993 1720 0.290148 +C15 {CLUSTERED} {FIBROUS, SCALY} 0 1 0.00166644 5 0.000843455 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R10 +Variables + Type Name + Categorical Population + Categorical StalkColorBelowRing + +Variables stats +Population +Group Frequency Coverage Size Value list +{SEVERAL} 2890 0.487517 1 SEVERAL +{SOLITARY} 2072 0.349528 4 SOLITARY * +{SCATTERED} 966 0.162955 1 SCATTERED +StalkColorBelowRing +Group Frequency Coverage Size Value list +{WHITE} 3303 0.557186 1 WHITE +{PINK} 1312 0.221323 1 PINK +{GRAY, ORANGE, RED} 600 0.101215 3 GRAY ORANGE RED +{BROWN} 363 0.0612348 1 BROWN +{BUFF, CINNAMON, YELLOW} 350 0.0590418 3 BUFF CINNAMON YELLOW * + +Cell frequencies + StalkColorBelowRing +Population {WHITE} {PINK} {GRAY, ORANGE, RED} {BROWN} {BUFF, CINNAMON, YELLOW} Total Coverage +{SEVERAL} 1279 961 268 213 169 2890 0.487517 +{SOLITARY} 1058 351 332 150 181 2072 0.349528 +{SCATTERED} 966 0 0 0 0 966 0.162955 +Total 3303 1312 600 363 350 5928 +Coverage 0.557186 0.221323 0.101215 0.0612348 0.0590418 + +Cells 11 +Cell Id Population StalkColorBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C2 {SOLITARY} {WHITE} 0.995274 0.0047259 0.336455 1058 0.178475 +C4 {SEVERAL} {PINK} 0.213319 0.786681 0.110902 961 0.162112 +C8 {SOLITARY} {GRAY, ORANGE, RED} 1 0 0.110772 332 0.0560054 +C1 {SEVERAL} {WHITE} 0.262705 0.737295 0.103771 1279 0.215756 +C7 {SEVERAL} {GRAY, ORANGE, RED} 1 0 0.089418 268 0.0452092 +C14 {SOLITARY} {BUFF, CINNAMON, YELLOW} 0 1 0.0736784 181 0.0305331 +C13 {SEVERAL} {BUFF, CINNAMON, YELLOW} 0 1 0.0687937 169 0.0285088 +C3 {SCATTERED} {WHITE} 0.740166 0.259834 0.0460507 966 0.162955 +C11 {SOLITARY} {BROWN} 0.0666667 0.933333 0.040762 150 0.0253036 +C10 {SEVERAL} {BROWN} 0.248826 0.751174 0.0191802 213 0.0359312 +C5 {SOLITARY} {PINK} 0.558405 0.441595 0.00021675 351 0.0592105 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R11 +Variables + Type Name + Categorical Population + Categorical StalkColorAboveRing + +Variables stats +Population +Group Frequency Coverage Size Value list +{SEVERAL} 2890 0.487517 1 SEVERAL +{SOLITARY} 2072 0.349528 4 SOLITARY * +{SCATTERED} 966 0.162955 1 SCATTERED +StalkColorAboveRing +Group Frequency Coverage Size Value list +{WHITE} 3361 0.56697 1 WHITE +{PINK} 1314 0.22166 1 PINK +{BROWN, BUFF, CINNAMON, ...} 638 0.107625 4 BROWN BUFF CINNAMON YELLOW * +{GRAY, ORANGE, RED} 615 0.103745 3 GRAY ORANGE RED + +Cell frequencies + StalkColorAboveRing +Population {WHITE} {PINK} {BROWN, BUFF, CINNAMON, ...} {GRAY, ORANGE, RED} Total Coverage +{SEVERAL} 1343 975 299 273 2890 0.487517 +{SOLITARY} 1052 339 339 342 2072 0.349528 +{SCATTERED} 966 0 0 0 966 0.162955 +Total 3361 1314 638 615 5928 +Coverage 0.56697 0.22166 0.107625 0.103745 + +Cells 9 +Cell Id Population StalkColorAboveRing EDIBLE POISONOUS Interest Frequency Coverage +C2 {SOLITARY} {WHITE} 0.995247 0.00475285 0.325798 1052 0.177463 +C7 {SEVERAL} {BROWN, BUFF, CINNAMON, ...} 0 1 0.118557 299 0.0504386 +C4 {SEVERAL} {PINK} 0.209231 0.790769 0.11261 975 0.164474 +C11 {SOLITARY} {GRAY, ORANGE, RED} 1 0 0.11115 342 0.0576923 +C8 {SOLITARY} {BROWN, BUFF, CINNAMON, ...} 0.0294985 0.970501 0.110317 339 0.0571862 +C10 {SEVERAL} {GRAY, ORANGE, RED} 1 0 0.0887251 273 0.0460526 +C1 {SEVERAL} {WHITE} 0.286672 0.713328 0.0876232 1343 0.226552 +C3 {SCATTERED} {WHITE} 0.740166 0.259834 0.044857 966 0.162955 +C5 {SOLITARY} {PINK} 0.566372 0.433628 0.000362207 339 0.0571862 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R12 +Variables + Type Name + Categorical GillColor + Categorical StalkColorBelowRing + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{WHITE, PURPLE, YELLOW, ...} 1344 0.226721 4 WHITE PURPLE YELLOW ORANGE +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{BROWN, BLACK, RED} 1169 0.1972 3 BROWN BLACK RED +{PINK} 1080 0.182186 1 PINK +{CHOCOLATE, GRAY} 1076 0.181511 2 CHOCOLATE GRAY +StalkColorBelowRing +Group Frequency Coverage Size Value list +{WHITE} 3303 0.557186 1 WHITE +{PINK, ORANGE, RED} 1518 0.256073 3 PINK ORANGE RED +{BROWN, BUFF} 664 0.112011 2 BROWN BUFF +{GRAY} 394 0.0664642 1 GRAY +{CINNAMON, YELLOW} 49 0.00826586 2 CINNAMON YELLOW * + +Cell frequencies + StalkColorBelowRing +GillColor {WHITE} {PINK, ORANGE, RED} {BROWN, BUFF} {GRAY} {CINNAMON, YELLOW} Total Coverage +{WHITE, PURPLE, YELLOW, ...} 677 341 70 207 49 1344 0.226721 +{BUFF, GREEN} 642 617 0 0 0 1259 0.212382 +{BROWN, BLACK, RED} 909 167 0 93 0 1169 0.1972 +{PINK} 592 199 195 94 0 1080 0.182186 +{CHOCOLATE, GRAY} 483 194 399 0 0 1076 0.181511 +Total 3303 1518 664 394 49 5928 +Coverage 0.557186 0.256073 0.112011 0.0664642 0.00826586 + +Cells 17 +Cell Id GillColor StalkColorBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C2 {BUFF, GREEN} {WHITE} 0 1 0.189436 642 0.1083 +C7 {BUFF, GREEN} {PINK, ORANGE, RED} 0 1 0.182059 617 0.104082 +C15 {CHOCOLATE, GRAY} {BROWN, BUFF} 0 1 0.117734 399 0.0673077 +C3 {BROWN, BLACK, RED} {WHITE} 0.860286 0.139714 0.0847002 909 0.15334 +C6 {WHITE, PURPLE, YELLOW, ...} {PINK, ORANGE, RED} 1 0 0.0824727 341 0.0575236 +C14 {PINK} {BROWN, BUFF} 0 1 0.057539 195 0.0328947 +C10 {CHOCOLATE, GRAY} {PINK, ORANGE, RED} 0 1 0.0572439 194 0.032726 +C16 {WHITE, PURPLE, YELLOW, ...} {GRAY} 1 0 0.0500641 207 0.034919 +C8 {BROWN, BLACK, RED} {PINK, ORANGE, RED} 1 0 0.0403898 167 0.0281714 +C4 {PINK} {WHITE} 0.768581 0.231419 0.026851 592 0.099865 +C1 {WHITE, PURPLE, YELLOW, ...} {WHITE} 0.747415 0.252585 0.0251523 677 0.114204 +C19 {PINK} {GRAY} 1 0 0.0227344 94 0.015857 +C18 {BROWN, BLACK, RED} {GRAY} 1 0 0.0224925 93 0.0156883 +C5 {CHOCOLATE, GRAY} {WHITE} 0.747412 0.252588 0.0179442 483 0.0814777 +C21 {WHITE, PURPLE, YELLOW, ...} {CINNAMON, YELLOW} 0 1 0.0144585 49 0.00826586 +C11 {WHITE, PURPLE, YELLOW, ...} {BROWN, BUFF} 0.9 0.1 0.0085189 70 0.0118084 +C9 {PINK} {PINK, ORANGE, RED} 0.497487 0.502513 0.000209939 199 0.0335695 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R13 +Variables + Type Name + Categorical GillColor + Categorical RingType + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{PINK, GRAY, BLACK, ...} 2008 0.338731 4 PINK GRAY BLACK RED +{BUFF, YELLOW, ORANGE} 1361 0.229588 3 BUFF YELLOW ORANGE +{BROWN, PURPLE} 1110 0.187247 2 BROWN PURPLE +{WHITE} 872 0.147099 1 WHITE +{CHOCOLATE, GREEN} 577 0.0973347 2 CHOCOLATE GREEN * +RingType +Group Frequency Coverage Size Value list +{PENDANT} 2787 0.470142 1 PENDANT +{EVANESCENT, FLARING} 2220 0.374494 2 EVANESCENT FLARING +{LARGE, NONE} 921 0.155364 2 LARGE NONE * + +Cell frequencies + RingType +GillColor {PENDANT} {EVANESCENT, FLARING} {LARGE, NONE} Total Coverage +{PINK, GRAY, BLACK, ...} 977 445 586 2008 0.338731 +{BUFF, YELLOW, ORANGE} 100 1243 18 1361 0.229588 +{BROWN, PURPLE} 914 196 0 1110 0.187247 +{WHITE} 710 147 15 872 0.147099 +{CHOCOLATE, GREEN} 86 189 302 577 0.0973347 +Total 2787 2220 921 5928 +Coverage 0.470142 0.374494 0.155364 + +Cells 14 +Cell Id GillColor RingType EDIBLE POISONOUS Interest Frequency Coverage +C7 {BUFF, YELLOW, ORANGE} {EVANESCENT, FLARING} 0 1 0.339664 1243 0.209683 +C11 {PINK, GRAY, BLACK, ...} {LARGE, NONE} 0 1 0.160131 586 0.0988529 +C6 {PINK, GRAY, BLACK, ...} {EVANESCENT, FLARING} 1 0 0.0996705 445 0.0750675 +C3 {BROWN, PURPLE} {PENDANT} 0.870897 0.129103 0.084851 914 0.154184 +C15 {CHOCOLATE, GREEN} {LARGE, NONE} 0 1 0.0825249 302 0.0509447 +C8 {BROWN, PURPLE} {EVANESCENT, FLARING} 1 0 0.0438998 196 0.0330634 +C10 {CHOCOLATE, GREEN} {EVANESCENT, FLARING} 1 0 0.0423319 189 0.0318826 +C4 {WHITE} {PENDANT} 0.809859 0.190141 0.042225 710 0.119771 +C1 {PINK, GRAY, BLACK, ...} {PENDANT} 0.758444 0.241556 0.0373764 977 0.164811 +C5 {CHOCOLATE, GREEN} {PENDANT} 0 1 0.0235005 86 0.0145074 +C2 {BUFF, YELLOW, ORANGE} {PENDANT} 1 0 0.0223979 100 0.0168691 +C9 {WHITE} {EVANESCENT, FLARING} 0.857143 0.142857 0.0124097 147 0.0247976 +C12 {BUFF, YELLOW, ORANGE} {LARGE, NONE} 0 1 0.0049187 18 0.00303644 +C14 {WHITE} {LARGE, NONE} 0 1 0.00409892 15 0.00253036 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R14 +Variables + Type Name + Categorical Population + Categorical SporePrintColor + +Variables stats +Population +Group Frequency Coverage Size Value list +{SEVERAL} 2890 0.487517 1 SEVERAL +{SOLITARY, ABUNDANT, NUMEROUS} 1828 0.308367 3 SOLITARY ABUNDANT NUMEROUS +{SCATTERED} 966 0.162955 1 SCATTERED +{CLUSTERED} 244 0.0411606 1 CLUSTERED * +SporePrintColor +Group Frequency Coverage Size Value list +{BROWN, BLACK} 2894 0.488192 2 BROWN BLACK +{WHITE} 1711 0.28863 1 WHITE +{CHOCOLATE, GREEN} 1183 0.199561 2 CHOCOLATE GREEN +{BUFF, ORANGE, PURPLE, ...} 140 0.0236167 4 BUFF ORANGE PURPLE YELLOW * + +Cell frequencies + SporePrintColor +Population {BROWN, BLACK} {WHITE} {CHOCOLATE, GREEN} {BUFF, ORANGE, PURPLE, ...} Total Coverage +{SEVERAL} 855 1321 629 85 2890 0.487517 +{SOLITARY, ABUNDANT, NUMEROUS} 1255 117 456 0 1828 0.308367 +{SCATTERED} 767 101 98 0 966 0.162955 +{CLUSTERED} 17 172 0 55 244 0.0411606 +Total 2894 1711 1183 140 5928 +Coverage 0.488192 0.28863 0.199561 0.0236167 + +Cells 13 +Cell Id Population SporePrintColor EDIBLE POISONOUS Interest Frequency Coverage +C2 {SOLITARY, ABUNDANT, NUMEROUS} {BROWN, BLACK} 1 0 0.281541 1255 0.211707 +C5 {SEVERAL} {WHITE} 0.0469341 0.953066 0.268922 1321 0.222841 +C9 {SEVERAL} {CHOCOLATE, GREEN} 0.0302067 0.969793 0.140712 629 0.106107 +C10 {SOLITARY, ABUNDANT, NUMEROUS} {CHOCOLATE, GREEN} 0.0394737 0.960526 0.0967723 456 0.0769231 +C1 {SEVERAL} {BROWN, BLACK} 0.814035 0.185965 0.052623 855 0.144231 +C3 {SCATTERED} {BROWN, BLACK} 0.800522 0.199478 0.0424022 767 0.129386 +C11 {SCATTERED} {CHOCOLATE, GREEN} 0 1 0.0268223 98 0.0165317 +C6 {SOLITARY, ABUNDANT, NUMEROUS} {WHITE} 1 0 0.0262473 117 0.0197368 +C7 {SCATTERED} {WHITE} 1 0 0.0226579 101 0.0170378 +C13 {SEVERAL} {BUFF, ORANGE, PURPLE, ...} 1 0 0.0190685 85 0.0143387 +C16 {CLUSTERED} {BUFF, ORANGE, PURPLE, ...} 1 0 0.0123385 55 0.009278 +C8 {CLUSTERED} {WHITE} 0.75 0.25 0.00607919 172 0.0290148 +C4 {CLUSTERED} {BROWN, BLACK} 1 0 0.00381371 17 0.00286775 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R15 +Variables + Type Name + Categorical Bruise + Categorical StalkSurfaceAboveRing + +Variables stats +Bruise +Group Frequency Coverage Size Value list +{NO} 3568 0.601889 1 NO +{BRUISES} 2360 0.398111 1 BRUISES * +StalkSurfaceAboveRing +Group Frequency Coverage Size Value list +{SMOOTH, SCALY} 3768 0.635628 2 SMOOTH SCALY * +{SILKY} 1653 0.278846 1 SILKY +{FIBROUS} 507 0.0855263 1 FIBROUS + +Cell frequencies + StalkSurfaceAboveRing +Bruise {SMOOTH, SCALY} {SILKY} {FIBROUS} Total Coverage +{NO} 1513 1653 402 3568 0.601889 +{BRUISES} 2255 0 105 2360 0.398111 +Total 3768 1653 507 5928 +Coverage 0.635628 0.278846 0.0855263 + +Cells 5 +Cell Id Bruise StalkSurfaceAboveRing EDIBLE POISONOUS Interest Frequency Coverage +C3 {NO} {SILKY} 0.0592861 0.940714 0.507008 1653 0.278846 +C2 {BRUISES} {SMOOTH, SCALY} 0.852772 0.147228 0.298142 2255 0.380398 +C5 {NO} {FIBROUS} 1 0 0.145419 402 0.0678138 +C6 {BRUISES} {FIBROUS} 0 1 0.0463402 105 0.0177126 +C1 {NO} {SMOOTH, SCALY} 0.492399 0.507601 0.00309003 1513 0.255229 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R16 +Variables + Type Name + Categorical GillColor + Categorical Population + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{WHITE, BROWN} 1630 0.274966 2 WHITE BROWN +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{PINK} 1080 0.182186 1 PINK +{CHOCOLATE, GRAY} 1076 0.181511 2 CHOCOLATE GRAY +{PURPLE} 352 0.0593792 1 PURPLE +{BLACK} 346 0.0583671 1 BLACK +{RED, ORANGE} 116 0.0195682 2 RED ORANGE +{YELLOW} 69 0.0116397 1 YELLOW +Population +Group Frequency Coverage Size Value list +{SEVERAL} 2890 0.487517 1 SEVERAL +{SCATTERED, CLUSTERED} 1210 0.204116 2 SCATTERED CLUSTERED * +{SOLITARY} 1178 0.198718 1 SOLITARY +{ABUNDANT, NUMEROUS} 650 0.109649 2 ABUNDANT NUMEROUS + +Cell frequencies + Population +GillColor {SEVERAL} {SCATTERED, CLUSTERED} {SOLITARY} {ABUNDANT, NUMEROUS} Total Coverage +{WHITE, BROWN} 594 445 368 223 1630 0.274966 +{BUFF, GREEN} 1259 0 0 0 1259 0.212382 +{PINK} 403 212 335 130 1080 0.182186 +{CHOCOLATE, GRAY} 379 228 311 158 1076 0.181511 +{PURPLE} 178 18 156 0 352 0.0593792 +{BLACK} 31 168 8 139 346 0.0583671 +{RED, ORANGE} 23 93 0 0 116 0.0195682 +{YELLOW} 23 46 0 0 69 0.0116397 +Total 2890 1210 1178 650 5928 +Coverage 0.487517 0.204116 0.198718 0.109649 + +Cells 24 +Cell Id GillColor Population EDIBLE POISONOUS Interest Frequency Coverage +C2 {BUFF, GREEN} {SEVERAL} 0 1 0.390285 1259 0.212382 +C4 {CHOCOLATE, GRAY} {SEVERAL} 0.0290237 0.970976 0.0966893 379 0.0639339 +C17 {WHITE, BROWN} {SOLITARY} 1 0 0.0935045 368 0.0620783 +C20 {CHOCOLATE, GRAY} {SOLITARY} 0.0546624 0.945338 0.0687195 311 0.0524629 +C25 {WHITE, BROWN} {ABUNDANT, NUMEROUS} 1 0 0.0566617 223 0.0376181 +C28 {CHOCOLATE, GRAY} {ABUNDANT, NUMEROUS} 1 0 0.040146 158 0.0266532 +C21 {PURPLE} {SOLITARY} 1 0 0.0396378 156 0.0263158 +C30 {BLACK} {ABUNDANT, NUMEROUS} 1 0 0.0353183 139 0.023448 +C27 {PINK} {ABUNDANT, NUMEROUS} 1 0 0.0330315 130 0.0219298 +C1 {WHITE, BROWN} {SEVERAL} 0.765993 0.234007 0.0276467 594 0.100202 +C15 {RED, ORANGE} {SCATTERED, CLUSTERED} 1 0 0.0236302 93 0.0156883 +C5 {PURPLE} {SEVERAL} 0.898876 0.101124 0.0225915 178 0.030027 +C14 {BLACK} {SCATTERED, CLUSTERED} 0.863095 0.136905 0.0167697 168 0.0283401 +C9 {WHITE, BROWN} {SCATTERED, CLUSTERED} 0.74382 0.25618 0.016761 445 0.0750675 +C12 {CHOCOLATE, GRAY} {SCATTERED, CLUSTERED} 0.767544 0.232456 0.0107627 228 0.0384615 +C7 {RED, ORANGE} {SEVERAL} 1 0 0.00584403 23 0.00387989 +C8 {YELLOW} {SEVERAL} 1 0 0.00584403 23 0.00387989 +C13 {PURPLE} {SCATTERED, CLUSTERED} 0 1 0.00557993 18 0.00303644 +C11 {PINK} {SCATTERED, CLUSTERED} 0.688679 0.311321 0.00424296 212 0.0357625 +C3 {PINK} {SEVERAL} 0.449132 0.550868 0.0023813 403 0.0679825 +C22 {BLACK} {SOLITARY} 1 0 0.00203271 8 0.00134953 +C6 {BLACK} {SEVERAL} 0.290323 0.709677 0.00153351 31 0.00522942 +C19 {PINK} {SOLITARY} 0.570149 0.429851 0.000350083 335 0.0565115 +C16 {YELLOW} {SCATTERED, CLUSTERED} 0.565217 0.434783 3.56941e-05 46 0.00775978 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R17 +Variables + Type Name + Categorical GillColor + Categorical StalkColorAboveRing + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{WHITE, PURPLE, YELLOW, ...} 1344 0.226721 4 WHITE PURPLE YELLOW ORANGE +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{BROWN, BLACK, RED} 1169 0.1972 3 BROWN BLACK RED +{PINK} 1080 0.182186 1 PINK +{CHOCOLATE, GRAY} 1076 0.181511 2 CHOCOLATE GRAY +StalkColorAboveRing +Group Frequency Coverage Size Value list +{WHITE} 3361 0.56697 1 WHITE +{PINK} 1314 0.22166 1 PINK +{GRAY, ORANGE, RED} 615 0.103745 3 GRAY ORANGE RED +{BROWN, BUFF} 600 0.101215 2 BROWN BUFF +{CINNAMON, YELLOW} 38 0.00641026 2 CINNAMON YELLOW * + +Cell frequencies + StalkColorAboveRing +GillColor {WHITE} {PINK} {GRAY, ORANGE, RED} {BROWN, BUFF} {CINNAMON, YELLOW} Total Coverage +{WHITE, PURPLE, YELLOW, ...} 745 208 343 10 38 1344 0.226721 +{BUFF, GREEN} 639 620 0 0 0 1259 0.212382 +{BROWN, BLACK, RED} 901 94 174 0 0 1169 0.1972 +{PINK} 593 195 98 194 0 1080 0.182186 +{CHOCOLATE, GRAY} 483 197 0 396 0 1076 0.181511 +Total 3361 1314 615 600 38 5928 +Coverage 0.56697 0.22166 0.103745 0.101215 0.00641026 + +Cells 17 +Cell Id GillColor StalkColorAboveRing EDIBLE POISONOUS Interest Frequency Coverage +C2 {BUFF, GREEN} {WHITE} 0 1 0.189481 639 0.107794 +C7 {BUFF, GREEN} {PINK} 0 1 0.183847 620 0.104588 +C20 {CHOCOLATE, GRAY} {BROWN, BUFF} 0 1 0.117425 396 0.0668016 +C3 {BROWN, BLACK, RED} {WHITE} 0.859046 0.140954 0.0836431 901 0.151991 +C11 {WHITE, PURPLE, YELLOW, ...} {GRAY, ORANGE, RED} 1 0 0.0833658 343 0.057861 +C10 {CHOCOLATE, GRAY} {PINK} 0 1 0.058416 197 0.0332321 +C19 {PINK} {BROWN, BUFF} 0 1 0.0575264 194 0.032726 +C6 {WHITE, PURPLE, YELLOW, ...} {PINK} 1 0 0.0505542 208 0.0350877 +C13 {BROWN, BLACK, RED} {GRAY, ORANGE, RED} 1 0 0.0422905 174 0.0293522 +C1 {WHITE, PURPLE, YELLOW, ...} {WHITE} 0.746309 0.253691 0.0275135 745 0.125675 +C4 {PINK} {WHITE} 0.768971 0.231029 0.0271245 593 0.100034 +C14 {PINK} {GRAY, ORANGE, RED} 1 0 0.0238188 98 0.0165317 +C8 {BROWN, BLACK, RED} {PINK} 1 0 0.0228466 94 0.015857 +C5 {CHOCOLATE, GRAY} {WHITE} 0.747412 0.252588 0.0180327 483 0.0814777 +C21 {WHITE, PURPLE, YELLOW, ...} {CINNAMON, YELLOW} 0 1 0.0112681 38 0.00641026 +C16 {WHITE, PURPLE, YELLOW, ...} {BROWN, BUFF} 1 0 0.00243049 10 0.00168691 +C9 {PINK} {PINK} 0.482051 0.517949 0.000415499 195 0.0328947 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R18 +Variables + Type Name + Categorical RingType + Categorical StalkColorBelowRing + +Variables stats +RingType +Group Frequency Coverage Size Value list +{PENDANT} 2787 0.470142 1 PENDANT +{EVANESCENT, NONE} 2216 0.373819 2 EVANESCENT NONE * +{LARGE, FLARING} 925 0.156039 2 LARGE FLARING +StalkColorBelowRing +Group Frequency Coverage Size Value list +{WHITE} 3303 0.557186 1 WHITE +{PINK, GRAY, BUFF, ...} 2198 0.370783 6 PINK GRAY BUFF ORANGE CINNAMON YELLOW * +{BROWN, RED} 427 0.072031 2 BROWN RED + +Cell frequencies + StalkColorBelowRing +RingType {WHITE} {PINK, GRAY, BUFF, ...} {BROWN, RED} Total Coverage +{PENDANT} 1840 937 10 2787 0.470142 +{EVANESCENT, NONE} 1426 666 124 2216 0.373819 +{LARGE, FLARING} 37 595 293 925 0.156039 +Total 3303 2198 427 5928 +Coverage 0.557186 0.370783 0.072031 + +Cells 9 +Cell Id RingType StalkColorBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C4 {PENDANT} {PINK, GRAY, BUFF, ...} 1 0 0.301405 937 0.158063 +C5 {EVANESCENT, NONE} {PINK, GRAY, BUFF, ...} 0 1 0.26137 666 0.112348 +C6 {LARGE, FLARING} {PINK, GRAY, BUFF, ...} 0 1 0.233507 595 0.100371 +C9 {LARGE, FLARING} {BROWN, RED} 0 1 0.114987 293 0.0494265 +C1 {PENDANT} {WHITE} 0.6875 0.3125 0.0458927 1840 0.310391 +C8 {EVANESCENT, NONE} {BROWN, RED} 0.943548 0.0564516 0.026563 124 0.0209177 +C3 {LARGE, FLARING} {WHITE} 1 0 0.0119018 37 0.00624157 +C7 {PENDANT} {BROWN, RED} 1 0 0.0032167 10 0.00168691 +C2 {EVANESCENT, NONE} {WHITE} 0.562412 0.437588 0.00115689 1426 0.240553 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R19 +Variables + Type Name + Categorical RingType + Categorical StalkSurfaceBelowRing + +Variables stats +RingType +Group Frequency Coverage Size Value list +{EVANESCENT, LARGE, FLARING, ...} 3141 0.529858 4 EVANESCENT LARGE FLARING NONE * +{PENDANT} 2787 0.470142 1 PENDANT +StalkSurfaceBelowRing +Group Frequency Coverage Size Value list +{SMOOTH} 3587 0.605094 1 SMOOTH +{SILKY, SCALY} 1797 0.303138 2 SILKY SCALY * +{FIBROUS} 544 0.0917679 1 FIBROUS + +Cell frequencies + StalkSurfaceBelowRing +RingType {SMOOTH} {SILKY, SCALY} {FIBROUS} Total Coverage +{EVANESCENT, LARGE, FLARING, ...} 1139 1561 441 3141 0.529858 +{PENDANT} 2448 236 103 2787 0.470142 +Total 3587 1797 544 5928 +Coverage 0.605094 0.303138 0.0917679 + +Cells 6 +Cell Id RingType StalkSurfaceBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C3 {EVANESCENT, LARGE, FLARING, ...} {SILKY, SCALY} 0 1 0.565428 1561 0.263327 +C2 {PENDANT} {SMOOTH} 0.80719 0.19281 0.188949 2448 0.412955 +C5 {EVANESCENT, LARGE, FLARING, ...} {FIBROUS} 1 0 0.130931 441 0.0743927 +C4 {PENDANT} {SILKY, SCALY} 1 0 0.0700672 236 0.0398111 +C6 {PENDANT} {FIBROUS} 0 1 0.0373088 103 0.0173752 +C1 {EVANESCENT, LARGE, FLARING, ...} {SMOOTH} 0.452151 0.547849 0.00731666 1139 0.192139 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R20 +Variables + Type Name + Categorical RingType + Categorical StalkColorAboveRing + +Variables stats +RingType +Group Frequency Coverage Size Value list +{EVANESCENT, LARGE, NONE} 3104 0.523617 3 EVANESCENT LARGE NONE * +{PENDANT} 2787 0.470142 1 PENDANT +{FLARING} 37 0.00624157 1 FLARING +StalkColorAboveRing +Group Frequency Coverage Size Value list +{WHITE} 3361 0.56697 1 WHITE +{PINK, GRAY, BROWN, ...} 2504 0.422402 7 PINK GRAY BROWN BUFF ORANGE CINNAMON YELLOW * +{RED} 63 0.0106275 1 RED + +Cell frequencies + StalkColorAboveRing +RingType {WHITE} {PINK, GRAY, BROWN, ...} {RED} Total Coverage +{EVANESCENT, LARGE, NONE} 1495 1546 63 3104 0.523617 +{PENDANT} 1829 958 0 2787 0.470142 +{FLARING} 37 0 0 37 0.00624157 +Total 3361 2504 63 5928 +Coverage 0.56697 0.422402 0.0106275 + +Cells 6 +Cell Id RingType StalkColorAboveRing EDIBLE POISONOUS Interest Frequency Coverage +C4 {EVANESCENT, LARGE, NONE} {PINK, GRAY, BROWN, ...} 0 1 0.610519 1546 0.260796 +C5 {PENDANT} {PINK, GRAY, BROWN, ...} 1 0 0.310087 958 0.161606 +C2 {PENDANT} {WHITE} 0.685621 0.314379 0.0447561 1829 0.308536 +C7 {EVANESCENT, LARGE, NONE} {RED} 1 0 0.0203919 63 0.0106275 +C3 {FLARING} {WHITE} 1 0 0.0119762 37 0.00624157 +C1 {EVANESCENT, LARGE, NONE} {WHITE} 0.572575 0.427425 0.00227039 1495 0.252193 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R21 +Variables + Type Name + Categorical RingType + Categorical StalkSurfaceAboveRing + +Variables stats +RingType +Group Frequency Coverage Size Value list +{EVANESCENT, LARGE, NONE} 3104 0.523617 3 EVANESCENT LARGE NONE * +{PENDANT} 2787 0.470142 1 PENDANT +{FLARING} 37 0.00624157 1 FLARING +StalkSurfaceAboveRing +Group Frequency Coverage Size Value list +{SMOOTH} 3753 0.633097 1 SMOOTH +{SILKY, SCALY} 1668 0.281377 2 SILKY SCALY * +{FIBROUS} 507 0.0855263 1 FIBROUS + +Cell frequencies + StalkSurfaceAboveRing +RingType {SMOOTH} {SILKY, SCALY} {FIBROUS} Total Coverage +{EVANESCENT, LARGE, NONE} 1142 1560 402 3104 0.523617 +{PENDANT} 2574 108 105 2787 0.470142 +{FLARING} 37 0 0 37 0.00624157 +Total 3753 1668 507 5928 +Coverage 0.633097 0.281377 0.0855263 + +Cells 7 +Cell Id RingType StalkSurfaceAboveRing EDIBLE POISONOUS Interest Frequency Coverage +C4 {EVANESCENT, LARGE, NONE} {SILKY, SCALY} 0 1 0.57196 1560 0.263158 +C2 {PENDANT} {SMOOTH} 0.817405 0.182595 0.217836 2574 0.434211 +C7 {EVANESCENT, LARGE, NONE} {FIBROUS} 1 0 0.120808 402 0.0678138 +C8 {PENDANT} {FIBROUS} 0 1 0.0384973 105 0.0177126 +C5 {PENDANT} {SILKY, SCALY} 1 0 0.0324558 108 0.0182186 +C3 {FLARING} {SMOOTH} 1 0 0.0111191 37 0.00624157 +C1 {EVANESCENT, LARGE, NONE} {SMOOTH} 0.452715 0.547285 0.00732398 1142 0.192645 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R22 +Variables + Type Name + Categorical GillSize + Categorical Population + +Variables stats +GillSize +Group Frequency Coverage Size Value list +{BROAD} 4121 0.695175 1 BROAD +{NARROW} 1807 0.304825 1 NARROW * +Population +Group Frequency Coverage Size Value list +{SEVERAL} 2890 0.487517 1 SEVERAL +{SCATTERED, CLUSTERED} 1210 0.204116 2 SCATTERED CLUSTERED * +{SOLITARY} 1178 0.198718 1 SOLITARY +{ABUNDANT, NUMEROUS} 650 0.109649 2 ABUNDANT NUMEROUS + +Cell frequencies + Population +GillSize {SEVERAL} {SCATTERED, CLUSTERED} {SOLITARY} {ABUNDANT, NUMEROUS} Total Coverage +{BROAD} 1298 1047 1126 650 4121 0.695175 +{NARROW} 1592 163 52 0 1807 0.304825 +Total 2890 1210 1178 650 5928 +Coverage 0.487517 0.204116 0.198718 0.109649 + +Cells 7 +Cell Id GillSize Population EDIBLE POISONOUS Interest Frequency Coverage +C2 {NARROW} {SEVERAL} 0.109296 0.890704 0.428849 1592 0.268556 +C7 {BROAD} {ABUNDANT, NUMEROUS} 1 0 0.271333 650 0.109649 +C3 {BROAD} {SCATTERED, CLUSTERED} 0.874881 0.125119 0.186121 1047 0.176619 +C4 {NARROW} {SCATTERED, CLUSTERED} 0 1 0.0830134 163 0.0274966 +C6 {NARROW} {SOLITARY} 1 0 0.0217066 52 0.00877193 +C5 {BROAD} {SOLITARY} 0.611012 0.388988 0.008944 1126 0.189946 +C1 {BROAD} {SEVERAL} 0.530046 0.469954 3.31221e-05 1298 0.218961 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R23 +Variables + Type Name + Categorical Bruise + Categorical GillColor + +Variables stats +Bruise +Group Frequency Coverage Size Value list +{NO} 3568 0.601889 1 NO +{BRUISES} 2360 0.398111 1 BRUISES * +GillColor +Group Frequency Coverage Size Value list +{BUFF} 1241 0.209345 1 BUFF +{PINK} 1080 0.182186 1 PINK +{WHITE, YELLOW} 941 0.158738 2 WHITE YELLOW +{BROWN} 758 0.127868 1 BROWN +{CHOCOLATE, GREEN} 577 0.0973347 2 CHOCOLATE GREEN * +{GRAY} 517 0.0872132 1 GRAY +{PURPLE, RED} 417 0.0703441 2 PURPLE RED +{BLACK, ORANGE} 397 0.0669703 2 BLACK ORANGE + +Cell frequencies + GillColor +Bruise {BUFF} {PINK} {WHITE, YELLOW} {BROWN} {CHOCOLATE, GREEN} {GRAY} {PURPLE, RED} {BLACK, ORANGE} Total Coverage +{NO} 1241 610 244 277 491 410 45 250 3568 0.601889 +{BRUISES} 0 470 697 481 86 107 372 147 2360 0.398111 +Total 1241 1080 941 758 577 517 417 397 5928 +Coverage 0.209345 0.182186 0.158738 0.127868 0.0973347 0.0872132 0.0703441 0.0669703 + +Cells 15 +Cell Id Bruise GillColor EDIBLE POISONOUS Interest Frequency Coverage +C1 {NO} {BUFF} 0 1 0.474767 1241 0.209345 +C14 {BRUISES} {PURPLE, RED} 1 0 0.116649 372 0.062753 +C15 {NO} {BLACK, ORANGE} 1 0 0.0783929 250 0.0421727 +C8 {BRUISES} {BROWN} 0.898129 0.101871 0.0749719 481 0.0811404 +C6 {BRUISES} {WHITE, YELLOW} 0.806313 0.193687 0.056425 697 0.117578 +C11 {NO} {GRAY} 0.2 0.8 0.0485215 410 0.0691633 +C7 {NO} {BROWN} 0.880866 0.119134 0.0385117 277 0.0467274 +C10 {BRUISES} {CHOCOLATE, GREEN} 0 1 0.0329008 86 0.0145074 +C4 {BRUISES} {PINK} 0.776596 0.223404 0.0296843 470 0.0792848 +C5 {NO} {WHITE, YELLOW} 0.770492 0.229508 0.0145977 244 0.0411606 +C12 {BRUISES} {GRAY} 0.841121 0.158879 0.0112817 107 0.0180499 +C9 {NO} {CHOCOLATE, GREEN} 0.384929 0.615071 0.0110477 491 0.0828273 +C13 {NO} {PURPLE, RED} 0.2 0.8 0.00532553 45 0.00759109 +C16 {BRUISES} {BLACK, ORANGE} 0.693878 0.306122 0.00388635 147 0.0247976 +C3 {NO} {PINK} 0.463934 0.536066 0.00303751 610 0.102901 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R24 +Variables + Type Name + Categorical Bruise + Categorical SporePrintColor + +Variables stats +Bruise +Group Frequency Coverage Size Value list +{NO} 3568 0.601889 1 NO +{BRUISES} 2360 0.398111 1 BRUISES * +SporePrintColor +Group Frequency Coverage Size Value list +{BROWN, BLACK} 2894 0.488192 2 BROWN BLACK +{WHITE, PURPLE} 1745 0.294366 2 WHITE PURPLE +{CHOCOLATE, GREEN} 1183 0.199561 2 CHOCOLATE GREEN +{BUFF, ORANGE, YELLOW} 106 0.0178812 3 BUFF ORANGE YELLOW * + +Cell frequencies + SporePrintColor +Bruise {BROWN, BLACK} {WHITE, PURPLE} {CHOCOLATE, GREEN} {BUFF, ORANGE, YELLOW} Total Coverage +{NO} 979 1558 925 106 3568 0.601889 +{BRUISES} 1915 187 258 0 2360 0.398111 +Total 2894 1745 1183 106 5928 +Coverage 0.488192 0.294366 0.199561 0.0178812 + +Cells 7 +Cell Id Bruise SporePrintColor EDIBLE POISONOUS Interest Frequency Coverage +C2 {BRUISES} {BROWN, BLACK} 0.909138 0.0908616 0.287184 1915 0.323043 +C5 {NO} {CHOCOLATE, GREEN} 0.04 0.96 0.245025 925 0.156039 +C3 {NO} {WHITE, PURPLE} 0.167522 0.832478 0.202109 1558 0.262821 +C1 {NO} {BROWN, BLACK} 0.85904 0.14096 0.105013 979 0.165148 +C6 {BRUISES} {CHOCOLATE, GREEN} 0 1 0.0884007 258 0.0435223 +C4 {BRUISES} {WHITE, PURPLE} 0.973262 0.026738 0.0424995 187 0.0315452 +C7 {NO} {BUFF, ORANGE, YELLOW} 1 0 0.0297694 106 0.0178812 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R25 +Variables + Type Name + Categorical SporePrintColor + Categorical StalkColorBelowRing + +Variables stats +SporePrintColor +Group Frequency Coverage Size Value list +{BROWN} 3034 0.511808 6 BROWN * +{WHITE} 1711 0.28863 1 WHITE +{CHOCOLATE} 1128 0.190283 1 CHOCOLATE +{GREEN} 55 0.009278 1 GREEN +StalkColorBelowRing +Group Frequency Coverage Size Value list +{WHITE} 3303 0.557186 1 WHITE +{PINK, GRAY, BUFF, ...} 2198 0.370783 6 PINK GRAY BUFF ORANGE CINNAMON YELLOW * +{BROWN, RED} 427 0.072031 2 BROWN RED + +Cell frequencies + StalkColorBelowRing +SporePrintColor {WHITE} {PINK, GRAY, BUFF, ...} {BROWN, RED} Total Coverage +{BROWN} 2097 937 0 3034 0.511808 +{WHITE} 911 666 134 1711 0.28863 +{CHOCOLATE} 240 595 293 1128 0.190283 +{GREEN} 55 0 0 55 0.009278 +Total 3303 2198 427 5928 +Coverage 0.557186 0.370783 0.072031 + +Cells 9 +Cell Id SporePrintColor StalkColorBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C5 {BROWN} {PINK, GRAY, BUFF, ...} 1 0 0.233108 937 0.158063 +C6 {WHITE} {PINK, GRAY, BUFF, ...} 0 1 0.202145 666 0.112348 +C1 {BROWN} {WHITE} 0.851216 0.148784 0.188588 2097 0.353745 +C7 {CHOCOLATE} {PINK, GRAY, BUFF, ...} 0 1 0.180595 595 0.100371 +C11 {CHOCOLATE} {BROWN, RED} 0 1 0.0889319 293 0.0494265 +C2 {WHITE} {WHITE} 0.30955 0.69045 0.0372696 911 0.153677 +C3 {CHOCOLATE} {WHITE} 0.154167 0.845833 0.0298575 240 0.0404858 +C10 {WHITE} {BROWN, RED} 0.947761 0.0522388 0.0228102 134 0.0226046 +C4 {GREEN} {WHITE} 0 1 0.0166937 55 0.009278 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R26 +Variables + Type Name + Categorical StalkColorBelowRing + Categorical StalkSurfaceBelowRing + +Variables stats +StalkColorBelowRing +Group Frequency Coverage Size Value list +{WHITE} 3303 0.557186 1 WHITE +{PINK, BUFF, CINNAMON, ...} 1662 0.280364 4 PINK BUFF CINNAMON YELLOW * +{GRAY, BROWN, ORANGE, ...} 963 0.162449 4 GRAY BROWN ORANGE RED +StalkSurfaceBelowRing +Group Frequency Coverage Size Value list +{SMOOTH} 3587 0.605094 1 SMOOTH +{SILKY} 1604 0.27058 1 SILKY +{FIBROUS} 544 0.0917679 1 FIBROUS +{SCALY} 193 0.0325574 1 SCALY * + +Cell frequencies + StalkSurfaceBelowRing +StalkColorBelowRing {SMOOTH} {SILKY} {FIBROUS} {SCALY} Total Coverage +{WHITE} 2250 408 518 127 3303 0.557186 +{PINK, BUFF, CINNAMON, ...} 710 903 0 49 1662 0.280364 +{GRAY, BROWN, ORANGE, ...} 627 293 26 17 963 0.162449 +Total 3587 1604 544 193 5928 +Coverage 0.605094 0.27058 0.0917679 0.0325574 + +Cells 11 +Cell Id StalkColorBelowRing StalkSurfaceBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C5 {PINK, BUFF, CINNAMON, ...} {SILKY} 0 1 0.416761 903 0.152328 +C3 {GRAY, BROWN, ORANGE, ...} {SMOOTH} 1 0 0.23719 627 0.105769 +C6 {GRAY, BROWN, ORANGE, ...} {SILKY} 0 1 0.135228 293 0.0494265 +C7 {WHITE} {FIBROUS} 0.801158 0.198842 0.0485391 518 0.0873819 +C10 {WHITE} {SCALY} 1 0 0.0480432 127 0.0214238 +C4 {WHITE} {SILKY} 0.242647 0.757353 0.0435724 408 0.0688259 +C1 {WHITE} {SMOOTH} 0.650222 0.349778 0.0373578 2250 0.379555 +C11 {PINK, BUFF, CINNAMON, ...} {SCALY} 0 1 0.022615 49 0.00826586 +C9 {GRAY, BROWN, ORANGE, ...} {FIBROUS} 1 0 0.00983561 26 0.00438596 +C2 {PINK, BUFF, CINNAMON, ...} {SMOOTH} 0.564789 0.435211 0.000797522 710 0.119771 +C12 {GRAY, BROWN, ORANGE, ...} {SCALY} 0.588235 0.411765 6.01639e-05 17 0.00286775 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R27 +Variables + Type Name + Categorical GillColor + Categorical StalkSurfaceBelowRing + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{PINK, GRAY} 1597 0.269399 2 PINK GRAY +{BROWN, PURPLE, BLACK} 1456 0.245614 3 BROWN PURPLE BLACK +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{WHITE} 872 0.147099 1 WHITE +{CHOCOLATE} 559 0.0942982 1 CHOCOLATE +{YELLOW, RED, ORANGE} 185 0.0312078 3 YELLOW RED ORANGE +StalkSurfaceBelowRing +Group Frequency Coverage Size Value list +{SMOOTH} 3587 0.605094 1 SMOOTH +{SILKY} 1604 0.27058 1 SILKY +{FIBROUS} 544 0.0917679 1 FIBROUS +{SCALY} 193 0.0325574 1 SCALY * + +Cell frequencies + StalkSurfaceBelowRing +GillColor {SMOOTH} {SILKY} {FIBROUS} {SCALY} Total Coverage +{PINK, GRAY} 756 649 147 45 1597 0.269399 +{BROWN, PURPLE, BLACK} 1230 0 191 35 1456 0.245614 +{BUFF, GREEN} 642 617 0 0 1259 0.212382 +{WHITE} 675 36 68 93 872 0.147099 +{CHOCOLATE} 119 302 138 0 559 0.0942982 +{YELLOW, RED, ORANGE} 165 0 0 20 185 0.0312078 +Total 3587 1604 544 193 5928 +Coverage 0.605094 0.27058 0.0917679 0.0325574 + +Cells 18 +Cell Id GillColor StalkSurfaceBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C3 {BUFF, GREEN} {SMOOTH} 0 1 0.204744 642 0.1083 +C9 {BUFF, GREEN} {SILKY} 0 1 0.196772 617 0.104082 +C2 {BROWN, PURPLE, BLACK} {SMOOTH} 0.86748 0.13252 0.130185 1230 0.20749 +C7 {PINK, GRAY} {SILKY} 0.0970724 0.902928 0.117092 649 0.10948 +C11 {CHOCOLATE} {SILKY} 0 1 0.0963128 302 0.0509447 +C4 {WHITE} {SMOOTH} 0.848889 0.151111 0.0627366 675 0.113866 +C14 {BROWN, PURPLE, BLACK} {FIBROUS} 1 0 0.0499274 191 0.03222 +C1 {PINK, GRAY} {SMOOTH} 0.792328 0.207672 0.0455303 756 0.12753 +C6 {YELLOW, RED, ORANGE} {SMOOTH} 1 0 0.043131 165 0.027834 +C19 {PINK, GRAY} {SCALY} 1 0 0.011763 45 0.00759109 +C10 {WHITE} {SILKY} 1 0 0.0094104 36 0.00607287 +C20 {BROWN, PURPLE, BLACK} {SCALY} 1 0 0.009149 35 0.00590418 +C13 {PINK, GRAY} {FIBROUS} 0.768707 0.231293 0.00721442 147 0.0247976 +C24 {YELLOW, RED, ORANGE} {SCALY} 0 1 0.00637833 20 0.00337382 +C17 {CHOCOLATE} {FIBROUS} 0.73913 0.26087 0.0051001 138 0.0232794 +C5 {CHOCOLATE} {SMOOTH} 0.731092 0.268908 0.0040456 119 0.0200742 +C22 {WHITE} {SCALY} 0.612903 0.387097 0.000485891 93 0.0156883 +C16 {WHITE} {FIBROUS} 0.514706 0.485294 2.21052e-05 68 0.011471 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R28 +Variables + Type Name + Categorical GillColor + Categorical StalkSurfaceAboveRing + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{WHITE, PURPLE} 1224 0.206478 2 WHITE PURPLE +{BROWN, BLACK} 1104 0.186235 2 BROWN BLACK +{PINK} 1080 0.182186 1 PINK +{CHOCOLATE} 559 0.0942982 1 CHOCOLATE +{GRAY} 517 0.0872132 1 GRAY +{YELLOW, RED, ORANGE} 185 0.0312078 3 YELLOW RED ORANGE +StalkSurfaceAboveRing +Group Frequency Coverage Size Value list +{SMOOTH} 3753 0.633097 1 SMOOTH +{SILKY, SCALY} 1668 0.281377 2 SILKY SCALY * +{FIBROUS} 507 0.0855263 1 FIBROUS + +Cell frequencies + StalkSurfaceAboveRing +GillColor {SMOOTH} {SILKY, SCALY} {FIBROUS} Total Coverage +{BUFF, GREEN} 643 616 0 1259 0.212382 +{WHITE, PURPLE} 1087 77 60 1224 0.206478 +{BROWN, BLACK} 913 0 191 1104 0.186235 +{PINK} 617 329 134 1080 0.182186 +{CHOCOLATE} 135 302 122 559 0.0942982 +{GRAY} 193 324 0 517 0.0872132 +{YELLOW, RED, ORANGE} 165 20 0 185 0.0312078 +Total 3753 1668 507 5928 +Coverage 0.633097 0.281377 0.0855263 + +Cells 17 +Cell Id GillColor StalkSurfaceAboveRing EDIBLE POISONOUS Interest Frequency Coverage +C1 {BUFF, GREEN} {SMOOTH} 0 1 0.205876 643 0.108468 +C8 {BUFF, GREEN} {SILKY, SCALY} 0 1 0.197231 616 0.103914 +C2 {WHITE, PURPLE} {SMOOTH} 0.873045 0.126955 0.119979 1087 0.183367 +C12 {CHOCOLATE} {SILKY, SCALY} 0 1 0.0966943 302 0.0509447 +C3 {BROWN, BLACK} {SMOOTH} 0.860898 0.139102 0.0927058 913 0.154015 +C11 {PINK} {SILKY, SCALY} 0.103343 0.896657 0.0575769 329 0.0554993 +C13 {GRAY} {SILKY, SCALY} 0.101852 0.898148 0.0571687 324 0.0546559 +C4 {PINK} {SMOOTH} 0.837925 0.162075 0.0531926 617 0.104082 +C17 {BROWN, BLACK} {FIBROUS} 1 0 0.0501252 191 0.03222 +C7 {YELLOW, RED, ORANGE} {SMOOTH} 1 0 0.0433019 165 0.027834 +C14 {YELLOW, RED, ORANGE} {SILKY, SCALY} 0 1 0.0064036 20 0.00337382 +C5 {CHOCOLATE} {SMOOTH} 0.755556 0.244444 0.00588828 135 0.0227733 +C6 {GRAY} {SMOOTH} 0.720207 0.279793 0.00585276 193 0.0325574 +C18 {PINK} {FIBROUS} 0.723881 0.276119 0.00423196 134 0.0226046 +C19 {CHOCOLATE} {FIBROUS} 0.713115 0.286885 0.00341333 122 0.0205803 +C16 {WHITE, PURPLE} {FIBROUS} 0.45 0.55 0.000358756 60 0.0101215 +C9 {WHITE, PURPLE} {SILKY, SCALY} 0.532468 0.467532 2.45231e-07 77 0.0129892 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R29 +Variables + Type Name + Categorical GillColor + Categorical GillSize + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{BROWN, PURPLE, BLACK, ...} 1572 0.265182 5 BROWN PURPLE BLACK RED ORANGE +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{PINK, YELLOW} 1149 0.193826 2 PINK YELLOW +{WHITE} 872 0.147099 1 WHITE +{CHOCOLATE} 559 0.0942982 1 CHOCOLATE +{GRAY} 517 0.0872132 1 GRAY +GillSize +Group Frequency Coverage Size Value list +{BROAD} 4121 0.695175 1 BROAD +{NARROW} 1807 0.304825 1 NARROW * + +Cell frequencies + GillSize +GillColor {BROAD} {NARROW} Total Coverage +{BROWN, PURPLE, BLACK, ...} 1344 228 1572 0.265182 +{BUFF, GREEN} 18 1241 1259 0.212382 +{PINK, YELLOW} 1029 120 1149 0.193826 +{WHITE} 719 153 872 0.147099 +{CHOCOLATE} 548 11 559 0.0942982 +{GRAY} 463 54 517 0.0872132 +Total 4121 1807 5928 +Coverage 0.695175 0.304825 + +Cells 12 +Cell Id GillColor GillSize EDIBLE POISONOUS Interest Frequency Coverage +C8 {BUFF, GREEN} {NARROW} 0 1 0.446057 1241 0.209345 +C1 {BROWN, PURPLE, BLACK, ...} {BROAD} 1 0 0.395955 1344 0.226721 +C4 {WHITE} {BROAD} 0.859527 0.140473 0.0811793 719 0.121289 +C5 {CHOCOLATE} {BROAD} 0.324818 0.675182 0.02299 548 0.0924426 +C6 {GRAY} {BROAD} 0.334773 0.665227 0.0175883 463 0.0781039 +C7 {BROWN, PURPLE, BLACK, ...} {NARROW} 0.285088 0.714912 0.0136635 228 0.0384615 +C3 {PINK, YELLOW} {BROAD} 0.628766 0.371234 0.00878569 1029 0.173583 +C2 {BUFF, GREEN} {BROAD} 0 1 0.0064698 18 0.00303644 +C11 {CHOCOLATE} {NARROW} 1 0 0.0032407 11 0.0018556 +C12 {GRAY} {NARROW} 0.314815 0.685185 0.0024921 54 0.00910931 +C9 {PINK, YELLOW} {NARROW} 0.416667 0.583333 0.0015695 120 0.0202429 +C10 {WHITE} {NARROW} 0.542484 0.457516 9.42355e-06 153 0.0258097 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R30 +Variables + Type Name + Categorical StalkColorBelowRing + Categorical StalkSurfaceAboveRing + +Variables stats +StalkColorBelowRing +Group Frequency Coverage Size Value list +{WHITE} 3303 0.557186 1 WHITE +{PINK, BUFF, CINNAMON, ...} 1662 0.280364 4 PINK BUFF CINNAMON YELLOW * +{GRAY, BROWN, ORANGE, ...} 963 0.162449 4 GRAY BROWN ORANGE RED +StalkSurfaceAboveRing +Group Frequency Coverage Size Value list +{SMOOTH} 3753 0.633097 1 SMOOTH +{SILKY} 1653 0.278846 1 SILKY +{FIBROUS, SCALY} 522 0.0880567 2 FIBROUS SCALY * + +Cell frequencies + StalkSurfaceAboveRing +StalkColorBelowRing {SMOOTH} {SILKY} {FIBROUS, SCALY} Total Coverage +{WHITE} 2418 405 480 3303 0.557186 +{PINK, BUFF, CINNAMON, ...} 709 948 5 1662 0.280364 +{GRAY, BROWN, ORANGE, ...} 626 300 37 963 0.162449 +Total 3753 1653 522 5928 +Coverage 0.633097 0.278846 0.0880567 + +Cells 9 +Cell Id StalkColorBelowRing StalkSurfaceAboveRing EDIBLE POISONOUS Interest Frequency Coverage +C5 {PINK, BUFF, CINNAMON, ...} {SILKY} 0 1 0.450755 948 0.159919 +C3 {GRAY, BROWN, ORANGE, ...} {SMOOTH} 1 0 0.243969 626 0.105601 +C6 {GRAY, BROWN, ORANGE, ...} {SILKY} 0 1 0.142644 300 0.0506073 +C1 {WHITE} {SMOOTH} 0.674524 0.325476 0.0609578 2418 0.407895 +C4 {WHITE} {SILKY} 0.241975 0.758025 0.0447756 405 0.0683198 +C7 {WHITE} {FIBROUS, SCALY} 0.78125 0.21875 0.039237 480 0.0809717 +C9 {GRAY, BROWN, ORANGE, ...} {FIBROUS, SCALY} 1 0 0.0144199 37 0.00624157 +C8 {PINK, BUFF, CINNAMON, ...} {FIBROUS, SCALY} 0 1 0.0023774 5 0.000843455 +C2 {PINK, BUFF, CINNAMON, ...} {SMOOTH} 0.565585 0.434415 0.000864161 709 0.119602 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R31 +Variables + Type Name + Categorical Bruise + Categorical RingType + +Variables stats +Bruise +Group Frequency Coverage Size Value list +{NO} 3568 0.601889 1 NO +{BRUISES} 2360 0.398111 1 BRUISES * +RingType +Group Frequency Coverage Size Value list +{PENDANT} 2787 0.470142 1 PENDANT +{EVANESCENT} 2183 0.368252 1 EVANESCENT +{LARGE, NONE} 921 0.155364 2 LARGE NONE * +{FLARING} 37 0.00624157 1 FLARING + +Cell frequencies + RingType +Bruise {PENDANT} {EVANESCENT} {LARGE, NONE} {FLARING} Total Coverage +{NO} 556 2054 921 37 3568 0.601889 +{BRUISES} 2231 129 0 0 2360 0.398111 +Total 2787 2183 921 37 5928 +Coverage 0.470142 0.368252 0.155364 0.00624157 + +Cells 6 +Cell Id Bruise RingType EDIBLE POISONOUS Interest Frequency Coverage +C5 {NO} {LARGE, NONE} 0 1 0.536917 921 0.155364 +C2 {BRUISES} {PENDANT} 0.804124 0.195876 0.270446 2231 0.37635 +C3 {NO} {EVANESCENT} 0.384615 0.615385 0.0707232 2054 0.346491 +C4 {BRUISES} {EVANESCENT} 1 0 0.0616404 129 0.0217611 +C1 {NO} {PENDANT} 0.751799 0.248201 0.0425934 556 0.0937922 +C7 {NO} {FLARING} 1 0 0.0176798 37 0.00624157 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R32 +Variables + Type Name + Categorical StalkColorAboveRing + Categorical StalkColorBelowRing + +Variables stats +StalkColorAboveRing +Group Frequency Coverage Size Value list +{WHITE, YELLOW} 3366 0.567814 2 WHITE YELLOW * +{PINK, CINNAMON} 1347 0.227227 2 PINK CINNAMON +{GRAY, ORANGE, RED} 615 0.103745 3 GRAY ORANGE RED +{BROWN, BUFF} 600 0.101215 2 BROWN BUFF +StalkColorBelowRing +Group Frequency Coverage Size Value list +{WHITE, ORANGE} 3445 0.58114 2 WHITE ORANGE +{PINK} 1312 0.221323 1 PINK +{BROWN, BUFF, CINNAMON} 697 0.117578 3 BROWN BUFF CINNAMON +{GRAY, RED} 458 0.0772605 2 GRAY RED +{YELLOW} 16 0.00269906 1 YELLOW * + +Cell frequencies + StalkColorBelowRing +StalkColorAboveRing {WHITE, ORANGE} {PINK} {BROWN, BUFF, CINNAMON} {GRAY, RED} {YELLOW} Total Coverage +{WHITE, YELLOW} 2677 446 60 167 16 3366 0.567814 +{PINK, CINNAMON} 456 534 233 124 0 1347 0.227227 +{GRAY, ORANGE, RED} 312 136 0 167 0 615 0.103745 +{BROWN, BUFF} 0 196 404 0 0 600 0.101215 +Total 3445 1312 697 458 16 5928 +Coverage 0.58114 0.221323 0.117578 0.0772605 0.00269906 + +Cells 14 +Cell Id StalkColorAboveRing StalkColorBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C12 {BROWN, BUFF} {BROWN, BUFF, CINNAMON} 0.0247525 0.975248 0.177225 404 0.0681511 +C3 {GRAY, ORANGE, RED} {WHITE, ORANGE} 1 0 0.13295 312 0.0526316 +C10 {PINK, CINNAMON} {BROWN, BUFF, CINNAMON} 0 1 0.121133 233 0.039305 +C8 {BROWN, BUFF} {PINK} 0 1 0.101897 196 0.0330634 +C13 {WHITE, YELLOW} {GRAY, RED} 1 0 0.0711626 167 0.0281714 +C15 {GRAY, ORANGE, RED} {GRAY, RED} 1 0 0.0711626 167 0.0281714 +C6 {PINK, CINNAMON} {PINK} 0.235955 0.764045 0.0673849 534 0.090081 +C1 {WHITE, YELLOW} {WHITE, ORANGE} 0.667912 0.332088 0.0668574 2677 0.451586 +C7 {GRAY, ORANGE, RED} {PINK} 1 0 0.0579527 136 0.022942 +C14 {PINK, CINNAMON} {GRAY, RED} 1 0 0.0528393 124 0.0209177 +C5 {WHITE, YELLOW} {PINK} 0.311659 0.688341 0.0306545 446 0.0752362 +C2 {PINK, CINNAMON} {WHITE, ORANGE} 0.320175 0.679825 0.0289372 456 0.0769231 +C9 {WHITE, YELLOW} {BROWN, BUFF, CINNAMON} 0.883333 0.116667 0.0115248 60 0.0101215 +C17 {WHITE, YELLOW} {YELLOW} 0 1 0.00831815 16 0.00269906 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R33 +Variables + Type Name + Categorical RingType + Categorical SporePrintColor + +Variables stats +RingType +Group Frequency Coverage Size Value list +{PENDANT, LARGE} 3675 0.619939 2 PENDANT LARGE +{EVANESCENT, FLARING, NONE} 2253 0.380061 3 EVANESCENT FLARING NONE * +SporePrintColor +Group Frequency Coverage Size Value list +{BROWN, BLACK} 2894 0.488192 2 BROWN BLACK +{WHITE, BUFF, ORANGE, ...} 1851 0.312247 5 WHITE BUFF ORANGE PURPLE YELLOW * +{CHOCOLATE, GREEN} 1183 0.199561 2 CHOCOLATE GREEN + +Cell frequencies + SporePrintColor +RingType {BROWN, BLACK} {WHITE, BUFF, ORANGE, ...} {CHOCOLATE, GREEN} Total Coverage +{PENDANT, LARGE} 2157 372 1146 3675 0.619939 +{EVANESCENT, FLARING, NONE} 737 1479 37 2253 0.380061 +Total 2894 1851 1183 5928 +Coverage 0.488192 0.312247 0.199561 + +Cells 6 +Cell Id RingType SporePrintColor EDIBLE POISONOUS Interest Frequency Coverage +C5 {PENDANT, LARGE} {CHOCOLATE, GREEN} 0 1 0.333704 1146 0.19332 +C4 {EVANESCENT, FLARING, NONE} {WHITE, BUFF, ORANGE, ...} 0.123056 0.876944 0.210993 1479 0.249494 +C1 {PENDANT, LARGE} {BROWN, BLACK} 0.855355 0.144645 0.191621 2157 0.363866 +C2 {EVANESCENT, FLARING, NONE} {BROWN, BLACK} 1 0 0.175903 737 0.124325 +C3 {PENDANT, LARGE} {WHITE, BUFF, ORANGE, ...} 0.986559 0.0134409 0.0789499 372 0.062753 +C6 {EVANESCENT, FLARING, NONE} {CHOCOLATE, GREEN} 1 0 0.00883093 37 0.00624157 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R34 +Variables + Type Name + Categorical SporePrintColor + Categorical StalkColorAboveRing + +Variables stats +SporePrintColor +Group Frequency Coverage Size Value list +{BROWN} 3034 0.511808 6 BROWN * +{WHITE} 1711 0.28863 1 WHITE +{CHOCOLATE} 1128 0.190283 1 CHOCOLATE +{GREEN} 55 0.009278 1 GREEN +StalkColorAboveRing +Group Frequency Coverage Size Value list +{WHITE} 3361 0.56697 1 WHITE +{PINK, GRAY, ORANGE, ...} 1904 0.321188 5 PINK GRAY ORANGE CINNAMON YELLOW * +{BROWN, BUFF, RED} 663 0.111842 3 BROWN BUFF RED + +Cell frequencies + StalkColorAboveRing +SporePrintColor {WHITE} {PINK, GRAY, ORANGE, ...} {BROWN, BUFF, RED} Total Coverage +{BROWN} 2086 948 0 3034 0.511808 +{WHITE} 980 658 73 1711 0.28863 +{CHOCOLATE} 240 298 590 1128 0.190283 +{GREEN} 55 0 0 55 0.009278 +Total 3361 1904 663 5928 +Coverage 0.56697 0.321188 0.111842 + +Cells 9 +Cell Id SporePrintColor StalkColorAboveRing EDIBLE POISONOUS Interest Frequency Coverage +C5 {BROWN} {PINK, GRAY, ORANGE, ...} 1 0 0.239374 948 0.159919 +C6 {WHITE} {PINK, GRAY, ORANGE, ...} 0 1 0.202705 658 0.110999 +C1 {BROWN} {WHITE} 0.850431 0.149569 0.189348 2086 0.351889 +C11 {CHOCOLATE} {BROWN, BUFF, RED} 0 1 0.181757 590 0.0995277 +C7 {CHOCOLATE} {PINK, GRAY, ORANGE, ...} 0 1 0.0918028 298 0.0502699 +C3 {CHOCOLATE} {WHITE} 0.154167 0.845833 0.0303042 240 0.0404858 +C2 {WHITE} {WHITE} 0.342857 0.657143 0.0293326 980 0.165317 +C10 {WHITE} {BROWN, BUFF, RED} 1 0 0.0184328 73 0.0123144 +C4 {GREEN} {WHITE} 0 1 0.0169435 55 0.009278 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R35 +Variables + Type Name + Categorical StalkColorAboveRing + Categorical StalkSurfaceBelowRing + +Variables stats +StalkColorAboveRing +Group Frequency Coverage Size Value list +{WHITE} 3361 0.56697 1 WHITE +{PINK, BROWN, BUFF} 1914 0.322874 3 PINK BROWN BUFF +{GRAY, ORANGE, RED, ...} 653 0.110155 5 GRAY ORANGE RED CINNAMON YELLOW * +StalkSurfaceBelowRing +Group Frequency Coverage Size Value list +{SMOOTH} 3587 0.605094 1 SMOOTH +{SILKY} 1604 0.27058 1 SILKY +{FIBROUS, SCALY} 737 0.124325 2 FIBROUS SCALY * + +Cell frequencies + StalkSurfaceBelowRing +StalkColorAboveRing {SMOOTH} {SILKY} {FIBROUS, SCALY} Total Coverage +{WHITE} 2259 413 689 3361 0.56697 +{PINK, BROWN, BUFF} 713 1191 10 1914 0.322874 +{GRAY, ORANGE, RED, ...} 615 0 38 653 0.110155 +Total 3587 1604 737 5928 +Coverage 0.605094 0.27058 0.124325 + +Cells 8 +Cell Id StalkColorAboveRing StalkSurfaceBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C5 {PINK, BROWN, BUFF} {SILKY} 0 1 0.568248 1191 0.200911 +C3 {GRAY, ORANGE, RED, ...} {SMOOTH} 1 0 0.240508 615 0.103745 +C7 {WHITE} {FIBROUS, SCALY} 0.824383 0.175617 0.0800348 689 0.116228 +C4 {WHITE} {SILKY} 0.239709 0.760291 0.0465685 413 0.0696694 +C1 {WHITE} {SMOOTH} 0.655157 0.344843 0.0422045 2259 0.381073 +C9 {GRAY, ORANGE, RED, ...} {FIBROUS, SCALY} 0 1 0.0181305 38 0.00641026 +C8 {PINK, BROWN, BUFF} {FIBROUS, SCALY} 1 0 0.0039107 10 0.00168691 +C2 {PINK, BROWN, BUFF} {SMOOTH} 0.5554 0.4446 0.000394745 713 0.120277 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R36 +Variables + Type Name + Categorical StalkColorAboveRing + Categorical StalkSurfaceAboveRing + +Variables stats +StalkColorAboveRing +Group Frequency Coverage Size Value list +{WHITE} 3361 0.56697 1 WHITE +{PINK, BROWN, BUFF, ...} 1947 0.328441 4 PINK BROWN BUFF CINNAMON +{GRAY, ORANGE, RED, ...} 620 0.104588 4 GRAY ORANGE RED YELLOW * +StalkSurfaceAboveRing +Group Frequency Coverage Size Value list +{SMOOTH} 3753 0.633097 1 SMOOTH +{SILKY} 1653 0.278846 1 SILKY +{FIBROUS, SCALY} 522 0.0880567 2 FIBROUS SCALY * + +Cell frequencies + StalkSurfaceAboveRing +StalkColorAboveRing {SMOOTH} {SILKY} {FIBROUS, SCALY} Total Coverage +{WHITE} 2426 428 507 3361 0.56697 +{PINK, BROWN, BUFF, ...} 712 1225 10 1947 0.328441 +{GRAY, ORANGE, RED, ...} 615 0 5 620 0.104588 +Total 3753 1653 522 5928 +Coverage 0.633097 0.278846 0.0880567 + +Cells 8 +Cell Id StalkColorAboveRing StalkSurfaceAboveRing EDIBLE POISONOUS Interest Frequency Coverage +C5 {PINK, BROWN, BUFF, ...} {SILKY} 0 1 0.58741 1225 0.206646 +C3 {GRAY, ORANGE, RED, ...} {SMOOTH} 1 0 0.241718 615 0.103745 +C1 {WHITE} {SMOOTH} 0.678895 0.321105 0.0656753 2426 0.409244 +C4 {WHITE} {SILKY} 0.228972 0.771028 0.0523133 428 0.0721997 +C7 {WHITE} {FIBROUS, SCALY} 0.792899 0.207101 0.0461293 507 0.0855263 +C8 {PINK, BROWN, BUFF, ...} {FIBROUS, SCALY} 1 0 0.00393037 10 0.00168691 +C9 {GRAY, ORANGE, RED, ...} {FIBROUS, SCALY} 0 1 0.00239759 5 0.000843455 +C2 {PINK, BROWN, BUFF, ...} {SMOOTH} 0.55618 0.44382 0.000426213 712 0.120108 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R38 +Variables + Type Name + Categorical Odor + Categorical Population + +Variables stats +Odor +Group Frequency Coverage Size Value list +{NONE, ALMOND, ANISE} 3251 0.548414 3 NONE ALMOND ANISE +{FOUL, SPICY, FISHY, ...} 2677 0.451586 6 FOUL SPICY FISHY PUNGENT CREOSOTE MUSTY * +Population +Group Frequency Coverage Size Value list +{SEVERAL, CLUSTERED} 3134 0.528677 2 SEVERAL CLUSTERED * +{SOLITARY, SCATTERED, ABUNDANT, ...} 2794 0.471323 4 SOLITARY SCATTERED ABUNDANT NUMEROUS + +Cell frequencies + Population +Odor {SEVERAL, CLUSTERED} {SOLITARY, SCATTERED, ABUNDANT, ...} Total Coverage +{NONE, ALMOND, ANISE} 1146 2105 3251 0.548414 +{FOUL, SPICY, FISHY, ...} 1988 689 2677 0.451586 +Total 3134 2794 5928 +Coverage 0.528677 0.471323 + +Cells 4 +Cell Id Odor Population EDIBLE POISONOUS Interest Frequency Coverage +C2 {FOUL, SPICY, FISHY, ...} {SEVERAL, CLUSTERED} 0 1 0.400235 1988 0.335358 +C3 {NONE, ALMOND, ANISE} {SOLITARY, SCATTERED, ABUNDANT, ...} 1 0 0.34736 2105 0.355094 +C4 {FOUL, SPICY, FISHY, ...} {SOLITARY, SCATTERED, ABUNDANT, ...} 0 1 0.138713 689 0.116228 +C1 {NONE, ALMOND, ANISE} {SEVERAL, CLUSTERED} 0.927574 0.0724258 0.113692 1146 0.19332 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R39 +Variables + Type Name + Categorical GillColor + Categorical SporePrintColor + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{PINK, BROWN, BLACK, ...} 2249 0.379386 4 PINK BROWN BLACK RED +{BUFF, CHOCOLATE, YELLOW, ...} 1920 0.323887 4 BUFF CHOCOLATE YELLOW ORANGE +{WHITE} 872 0.147099 1 WHITE +{GRAY, GREEN} 535 0.0902497 2 GRAY GREEN * +{PURPLE} 352 0.0593792 1 PURPLE +SporePrintColor +Group Frequency Coverage Size Value list +{BROWN, BLACK, BUFF, ...} 3000 0.506073 5 BROWN BLACK BUFF ORANGE YELLOW * +{WHITE, PURPLE} 1745 0.294366 2 WHITE PURPLE +{CHOCOLATE, GREEN} 1183 0.199561 2 CHOCOLATE GREEN + +Cell frequencies + SporePrintColor +GillColor {BROWN, BLACK, BUFF, ...} {WHITE, PURPLE} {CHOCOLATE, GREEN} Total Coverage +{PINK, BROWN, BLACK, ...} 1722 155 372 2249 0.379386 +{BUFF, CHOCOLATE, YELLOW, ...} 278 1261 381 1920 0.323887 +{WHITE} 513 264 95 872 0.147099 +{GRAY, GREEN} 144 65 326 535 0.0902497 +{PURPLE} 343 0 9 352 0.0593792 +Total 3000 1745 1183 5928 +Coverage 0.506073 0.294366 0.199561 + +Cells 14 +Cell Id GillColor SporePrintColor EDIBLE POISONOUS Interest Frequency Coverage +C7 {BUFF, CHOCOLATE, YELLOW, ...} {WHITE, PURPLE} 0 1 0.3316 1261 0.212719 +C1 {PINK, BROWN, BLACK, ...} {BROWN, BLACK, BUFF, ...} 0.88676 0.11324 0.171167 1722 0.290486 +C14 {GRAY, GREEN} {CHOCOLATE, GREEN} 0 1 0.085727 326 0.0549933 +C11 {PINK, BROWN, BLACK, ...} {CHOCOLATE, GREEN} 0.0215054 0.978495 0.084156 372 0.062753 +C12 {BUFF, CHOCOLATE, YELLOW, ...} {CHOCOLATE, GREEN} 0.0288714 0.971129 0.0825261 381 0.0642713 +C3 {WHITE} {BROWN, BLACK, BUFF, ...} 0.91423 0.08577 0.0610174 513 0.0865385 +C2 {BUFF, CHOCOLATE, YELLOW, ...} {BROWN, BLACK, BUFF, ...} 1 0 0.0599202 278 0.0468961 +C5 {PURPLE} {BROWN, BLACK, BUFF, ...} 0.895044 0.104956 0.0360124 343 0.057861 +C6 {PINK, BROWN, BLACK, ...} {WHITE, PURPLE} 1 0 0.0334087 155 0.0261471 +C8 {WHITE} {WHITE, PURPLE} 0.844697 0.155303 0.0196339 264 0.0445344 +C13 {WHITE} {CHOCOLATE, GREEN} 0.0947368 0.905263 0.0143145 95 0.0160256 +C9 {GRAY, GREEN} {WHITE, PURPLE} 1 0 0.0140101 65 0.0109649 +C4 {GRAY, GREEN} {BROWN, BLACK, BUFF, ...} 0.743056 0.256944 0.00456585 144 0.0242915 +C15 {PURPLE} {CHOCOLATE, GREEN} 1 0 0.00193986 9 0.00151822 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R40 +Variables + Type Name + Categorical StalkSurfaceAboveRing + Categorical StalkSurfaceBelowRing + +Variables stats +StalkSurfaceAboveRing +Group Frequency Coverage Size Value list +{SMOOTH, FIBROUS} 4260 0.718623 2 SMOOTH FIBROUS +{SILKY} 1653 0.278846 1 SILKY +{SCALY} 15 0.00253036 1 SCALY * +StalkSurfaceBelowRing +Group Frequency Coverage Size Value list +{SMOOTH} 4131 0.696862 2 SMOOTH * +{SILKY} 1604 0.27058 1 SILKY +{SCALY} 193 0.0325574 1 SCALY + +Cell frequencies + StalkSurfaceBelowRing +StalkSurfaceAboveRing {SMOOTH} {SILKY} {SCALY} Total Coverage +{SMOOTH, FIBROUS} 3777 356 127 4260 0.718623 +{SILKY} 354 1248 51 1653 0.278846 +{SCALY} 0 0 15 15 0.00253036 +Total 4131 1604 193 5928 +Coverage 0.696862 0.27058 0.0325574 + +Cells 7 +Cell Id StalkSurfaceAboveRing StalkSurfaceBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C5 {SILKY} {SILKY} 0.0392628 0.960737 0.485658 1248 0.210526 +C1 {SMOOTH, FIBROUS} {SMOOTH} 0.763304 0.236696 0.277341 3777 0.637146 +C2 {SILKY} {SMOOTH} 0.138418 0.861582 0.079689 354 0.0597166 +C4 {SMOOTH, FIBROUS} {SILKY} 0.140449 0.859551 0.0792108 356 0.060054 +C7 {SMOOTH, FIBROUS} {SCALY} 1 0 0.0521816 127 0.0214238 +C8 {SILKY} {SCALY} 0 1 0.0255656 51 0.00860324 +C9 {SCALY} {SCALY} 0.666667 0.333333 0.000354384 15 0.00253036 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R41 +Variables + Type Name + Categorical Odor + Categorical StalkColorBelowRing + +Variables stats +Odor +Group Frequency Coverage Size Value list +{NONE} 2686 0.453104 1 NONE +{FOUL, SPICY, FISHY, ...} 2677 0.451586 6 FOUL SPICY FISHY PUNGENT CREOSOTE MUSTY * +{ALMOND, ANISE} 565 0.0953104 2 ALMOND ANISE +StalkColorBelowRing +Group Frequency Coverage Size Value list +{WHITE, BROWN, BUFF, ...} 4000 0.674764 4 WHITE BROWN BUFF CINNAMON +{PINK, GRAY, ORANGE, ...} 1912 0.322537 4 PINK GRAY ORANGE RED +{YELLOW} 16 0.00269906 1 YELLOW * + +Cell frequencies + StalkColorBelowRing +Odor {WHITE, BROWN, BUFF, ...} {PINK, GRAY, ORANGE, ...} {YELLOW} Total Coverage +{NONE} 1669 1001 16 2686 0.453104 +{FOUL, SPICY, FISHY, ...} 1766 911 0 2677 0.451586 +{ALMOND, ANISE} 565 0 0 565 0.0953104 +Total 4000 1912 16 5928 +Coverage 0.674764 0.322537 0.00269906 + +Cells 6 +Cell Id Odor StalkColorBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C2 {FOUL, SPICY, FISHY, ...} {WHITE, BROWN, BUFF, ...} 0 1 0.35398 1766 0.297908 +C1 {NONE} {WHITE, BROWN, BUFF, ...} 0.959856 0.0401438 0.20293 1669 0.281545 +C5 {FOUL, SPICY, FISHY, ...} {PINK, GRAY, ORANGE, ...} 0 1 0.182602 911 0.153677 +C4 {NONE} {PINK, GRAY, ORANGE, ...} 1 0 0.164456 1001 0.16886 +C3 {ALMOND, ANISE} {WHITE, BROWN, BUFF, ...} 1 0 0.0928248 565 0.0953104 +C7 {NONE} {YELLOW} 0 1 0.00320706 16 0.00269906 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R42 +Variables + Type Name + Categorical GillSize + Categorical Odor + +Variables stats +GillSize +Group Frequency Coverage Size Value list +{BROAD} 4121 0.695175 1 BROAD +{NARROW} 1807 0.304825 1 NARROW * +Odor +Group Frequency Coverage Size Value list +{NONE} 2686 0.453104 1 NONE +{FOUL, SPICY, FISHY, ...} 2677 0.451586 6 FOUL SPICY FISHY PUNGENT CREOSOTE MUSTY * +{ALMOND, ANISE} 565 0.0953104 2 ALMOND ANISE + +Cell frequencies + Odor +GillSize {NONE} {FOUL, SPICY, FISHY, ...} {ALMOND, ANISE} Total Coverage +{BROAD} 2500 1124 497 4121 0.695175 +{NARROW} 186 1553 68 1807 0.304825 +Total 2686 2677 565 5928 +Coverage 0.453104 0.451586 0.0953104 + +Cells 6 +Cell Id GillSize Odor EDIBLE POISONOUS Interest Frequency Coverage +C1 {BROAD} {NONE} 0.978 0.022 0.349095 2500 0.421727 +C4 {NARROW} {FOUL, SPICY, FISHY, ...} 0 1 0.316433 1553 0.261977 +C3 {BROAD} {FOUL, SPICY, FISHY, ...} 0 1 0.229022 1124 0.189609 +C5 {BROAD} {ALMOND, ANISE} 1 0 0.0830033 497 0.0838394 +C6 {NARROW} {ALMOND, ANISE} 1 0 0.0113566 68 0.011471 +C2 {NARROW} {NONE} 0.849462 0.150538 0.0110902 186 0.0313765 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R43 +Variables + Type Name + Categorical SporePrintColor + Categorical StalkSurfaceBelowRing + +Variables stats +SporePrintColor +Group Frequency Coverage Size Value list +{BROWN, BLACK} 2894 0.488192 2 BROWN BLACK +{WHITE} 1711 0.28863 1 WHITE +{CHOCOLATE, GREEN} 1183 0.199561 2 CHOCOLATE GREEN +{BUFF, ORANGE, PURPLE, ...} 140 0.0236167 4 BUFF ORANGE PURPLE YELLOW * +StalkSurfaceBelowRing +Group Frequency Coverage Size Value list +{SMOOTH} 3587 0.605094 1 SMOOTH +{SILKY, SCALY} 1797 0.303138 2 SILKY SCALY * +{FIBROUS} 544 0.0917679 1 FIBROUS + +Cell frequencies + StalkSurfaceBelowRing +SporePrintColor {SMOOTH} {SILKY, SCALY} {FIBROUS} Total Coverage +{BROWN, BLACK} 2389 127 378 2894 0.488192 +{WHITE} 903 782 26 1711 0.28863 +{CHOCOLATE, GREEN} 155 888 140 1183 0.199561 +{BUFF, ORANGE, PURPLE, ...} 140 0 0 140 0.0236167 +Total 3587 1797 544 5928 +Coverage 0.605094 0.303138 0.0917679 + +Cells 10 +Cell Id SporePrintColor StalkSurfaceBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C7 {CHOCOLATE, GREEN} {SILKY, SCALY} 0 1 0.306022 888 0.149798 +C1 {BROWN, BLACK} {SMOOTH} 0.869401 0.130599 0.276855 2389 0.403003 +C6 {WHITE} {SILKY, SCALY} 0.139386 0.860614 0.12035 782 0.131916 +C9 {BROWN, BLACK} {FIBROUS} 1 0 0.106773 378 0.0637652 +C3 {CHOCOLATE, GREEN} {SMOOTH} 0 1 0.053416 155 0.0261471 +C2 {WHITE} {SMOOTH} 0.303433 0.696567 0.0443211 903 0.152328 +C4 {BUFF, ORANGE, PURPLE, ...} {SMOOTH} 1 0 0.0395454 140 0.0236167 +C5 {BROWN, BLACK} {SILKY, SCALY} 1 0 0.0358733 127 0.0214238 +C11 {CHOCOLATE, GREEN} {FIBROUS} 0.264286 0.735714 0.00950013 140 0.0236167 +C10 {WHITE} {FIBROUS} 1 0 0.00734415 26 0.00438596 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R44 +Variables + Type Name + Categorical Odor + Categorical StalkColorAboveRing + +Variables stats +Odor +Group Frequency Coverage Size Value list +{NONE} 2686 0.453104 1 NONE +{FOUL, SPICY, FISHY, ...} 2677 0.451586 6 FOUL SPICY FISHY PUNGENT CREOSOTE MUSTY * +{ALMOND, ANISE} 565 0.0953104 2 ALMOND ANISE +StalkColorAboveRing +Group Frequency Coverage Size Value list +{WHITE} 3361 0.56697 1 WHITE +{PINK, GRAY, BROWN, ...} 2562 0.432186 7 PINK GRAY BROWN BUFF ORANGE RED CINNAMON +{YELLOW} 5 0.000843455 1 YELLOW * + +Cell frequencies + StalkColorAboveRing +Odor {WHITE} {PINK, GRAY, BROWN, ...} {YELLOW} Total Coverage +{NONE} 1660 1021 5 2686 0.453104 +{FOUL, SPICY, FISHY, ...} 1136 1541 0 2677 0.451586 +{ALMOND, ANISE} 565 0 0 565 0.0953104 +Total 3361 2562 5 5928 +Coverage 0.56697 0.432186 0.000843455 + +Cells 6 +Cell Id Odor StalkColorAboveRing EDIBLE POISONOUS Interest Frequency Coverage +C5 {FOUL, SPICY, FISHY, ...} {PINK, GRAY, BROWN, ...} 0 1 0.311625 1541 0.259953 +C2 {FOUL, SPICY, FISHY, ...} {WHITE} 0 1 0.229725 1136 0.191633 +C1 {NONE} {WHITE} 0.953012 0.046988 0.194757 1660 0.280027 +C4 {NONE} {PINK, GRAY, BROWN, ...} 1 0 0.169232 1021 0.172233 +C3 {ALMOND, ANISE} {WHITE} 1 0 0.0936497 565 0.0953104 +C7 {NONE} {YELLOW} 0 1 0.00101111 5 0.000843455 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R45 +Variables + Type Name + Categorical SporePrintColor + Categorical StalkSurfaceAboveRing + +Variables stats +SporePrintColor +Group Frequency Coverage Size Value list +{BROWN, BLACK} 2894 0.488192 2 BROWN BLACK +{WHITE} 1711 0.28863 1 WHITE +{CHOCOLATE} 1128 0.190283 1 CHOCOLATE +{BUFF, ORANGE, PURPLE, ...} 140 0.0236167 4 BUFF ORANGE PURPLE YELLOW * +{GREEN} 55 0.009278 1 GREEN +StalkSurfaceAboveRing +Group Frequency Coverage Size Value list +{SMOOTH} 3753 0.633097 1 SMOOTH +{SILKY} 1653 0.278846 1 SILKY +{FIBROUS} 507 0.0855263 1 FIBROUS +{SCALY} 15 0.00253036 1 SCALY * + +Cell frequencies + StalkSurfaceAboveRing +SporePrintColor {SMOOTH} {SILKY} {FIBROUS} {SCALY} Total Coverage +{BROWN, BLACK} 2519 0 375 0 2894 0.488192 +{WHITE} 904 765 27 15 1711 0.28863 +{CHOCOLATE} 135 888 105 0 1128 0.190283 +{BUFF, ORANGE, PURPLE, ...} 140 0 0 0 140 0.0236167 +{GREEN} 55 0 0 0 55 0.009278 +Total 3753 1653 507 15 5928 +Coverage 0.633097 0.278846 0.0855263 0.00253036 + +Cells 11 +Cell Id SporePrintColor StalkSurfaceAboveRing EDIBLE POISONOUS Interest Frequency Coverage +C8 {CHOCOLATE} {SILKY} 0 1 0.306441 888 0.149798 +C1 {BROWN, BLACK} {SMOOTH} 0.876141 0.123859 0.306023 2519 0.424933 +C7 {WHITE} {SILKY} 0.128105 0.871895 0.125712 765 0.129049 +C11 {BROWN, BLACK} {FIBROUS} 1 0 0.10607 375 0.0632591 +C2 {WHITE} {SMOOTH} 0.303097 0.696903 0.0445637 904 0.152497 +C4 {BUFF, ORANGE, PURPLE, ...} {SMOOTH} 1 0 0.0395995 140 0.0236167 +C13 {CHOCOLATE} {FIBROUS} 0 1 0.0362346 105 0.0177126 +C5 {GREEN} {SMOOTH} 0 1 0.01898 55 0.009278 +C3 {CHOCOLATE} {SMOOTH} 0.274074 0.725926 0.00849532 135 0.0227733 +C12 {WHITE} {FIBROUS} 1 0 0.00763705 27 0.00455466 +C17 {WHITE} {SCALY} 0.666667 0.333333 0.000243962 15 0.00253036 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R46 +Variables + Type Name + Categorical Odor + Categorical StalkSurfaceBelowRing + +Variables stats +Odor +Group Frequency Coverage Size Value list +{NONE} 2686 0.453104 1 NONE +{FOUL, SPICY, FISHY, ...} 2677 0.451586 6 FOUL SPICY FISHY PUNGENT CREOSOTE MUSTY * +{ALMOND, ANISE} 565 0.0953104 2 ALMOND ANISE +StalkSurfaceBelowRing +Group Frequency Coverage Size Value list +{SMOOTH} 3587 0.605094 1 SMOOTH +{SILKY, FIBROUS} 2148 0.362348 2 SILKY FIBROUS +{SCALY} 193 0.0325574 1 SCALY * + +Cell frequencies + StalkSurfaceBelowRing +Odor {SMOOTH} {SILKY, FIBROUS} {SCALY} Total Coverage +{NONE} 2113 540 33 2686 0.453104 +{FOUL, SPICY, FISHY, ...} 1036 1608 33 2677 0.451586 +{ALMOND, ANISE} 438 0 127 565 0.0953104 +Total 3587 2148 193 5928 +Coverage 0.605094 0.362348 0.0325574 + +Cells 8 +Cell Id Odor StalkSurfaceBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C5 {FOUL, SPICY, FISHY, ...} {SILKY, FIBROUS} 0 1 0.323328 1608 0.271255 +C1 {NONE} {SMOOTH} 0.971604 0.0283956 0.278658 2113 0.356444 +C2 {FOUL, SPICY, FISHY, ...} {SMOOTH} 0 1 0.208313 1036 0.174764 +C4 {NONE} {SILKY, FIBROUS} 1 0 0.0889979 540 0.0910931 +C3 {ALMOND, ANISE} {SMOOTH} 1 0 0.0721872 438 0.0738866 +C9 {ALMOND, ANISE} {SCALY} 1 0 0.020931 127 0.0214238 +C8 {FOUL, SPICY, FISHY, ...} {SCALY} 0 1 0.00663547 33 0.0055668 +C7 {NONE} {SCALY} 0.30303 0.69697 0.000948439 33 0.0055668 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R47 +Variables + Type Name + Categorical Odor + Categorical StalkSurfaceAboveRing + +Variables stats +Odor +Group Frequency Coverage Size Value list +{NONE} 2686 0.453104 1 NONE +{FOUL, SPICY, FISHY, ...} 2677 0.451586 6 FOUL SPICY FISHY PUNGENT CREOSOTE MUSTY * +{ALMOND, ANISE} 565 0.0953104 2 ALMOND ANISE +StalkSurfaceAboveRing +Group Frequency Coverage Size Value list +{SMOOTH, FIBROUS} 4260 0.718623 2 SMOOTH FIBROUS +{SILKY, SCALY} 1668 0.281377 2 SILKY SCALY * + +Cell frequencies + StalkSurfaceAboveRing +Odor {SMOOTH, FIBROUS} {SILKY, SCALY} Total Coverage +{NONE} 2555 131 2686 0.453104 +{FOUL, SPICY, FISHY, ...} 1140 1537 2677 0.451586 +{ALMOND, ANISE} 565 0 565 0.0953104 +Total 4260 1668 5928 +Coverage 0.718623 0.281377 + +Cells 5 +Cell Id Odor StalkSurfaceAboveRing EDIBLE POISONOUS Interest Frequency Coverage +C1 {NONE} {SMOOTH, FIBROUS} 0.976517 0.0234834 0.353316 2555 0.431005 +C5 {FOUL, SPICY, FISHY, ...} {SILKY, SCALY} 0 1 0.313352 1537 0.259278 +C2 {FOUL, SPICY, FISHY, ...} {SMOOTH, FIBROUS} 0 1 0.232414 1140 0.192308 +C3 {ALMOND, ANISE} {SMOOTH, FIBROUS} 1 0 0.0944137 565 0.0953104 +C4 {NONE} {SILKY, SCALY} 0.824427 0.175573 0.00650442 131 0.0220985 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R49 +Variables + Type Name + Categorical GillColor + Categorical Odor + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{BUFF, PINK, BROWN, ...} 4452 0.751012 8 BUFF PINK BROWN CHOCOLATE PURPLE BLACK RED ORANGE +{WHITE, GRAY, YELLOW} 1458 0.245951 3 WHITE GRAY YELLOW +{GREEN} 18 0.00303644 1 GREEN * +Odor +Group Frequency Coverage Size Value list +{NONE} 2686 0.453104 1 NONE +{FOUL, SPICY, FISHY, ...} 2677 0.451586 6 FOUL SPICY FISHY PUNGENT CREOSOTE MUSTY * +{ALMOND, ANISE} 565 0.0953104 2 ALMOND ANISE + +Cell frequencies + Odor +GillColor {NONE} {FOUL, SPICY, FISHY, ...} {ALMOND, ANISE} Total Coverage +{BUFF, PINK, BROWN, ...} 1934 2206 312 4452 0.751012 +{WHITE, GRAY, YELLOW} 734 471 253 1458 0.245951 +{GREEN} 18 0 0 18 0.00303644 +Total 2686 2677 565 5928 +Coverage 0.453104 0.451586 0.0953104 + +Cells 7 +Cell Id GillColor Odor EDIBLE POISONOUS Interest Frequency Coverage +C4 {BUFF, PINK, BROWN, ...} {FOUL, SPICY, FISHY, ...} 0 1 0.435161 2206 0.372132 +C1 {BUFF, PINK, BROWN, ...} {NONE} 1 0 0.312701 1934 0.326248 +C5 {WHITE, GRAY, YELLOW} {FOUL, SPICY, FISHY, ...} 0 1 0.0929107 471 0.0794534 +C2 {WHITE, GRAY, YELLOW} {NONE} 0.911444 0.0885559 0.0643237 734 0.123819 +C7 {BUFF, PINK, BROWN, ...} {ALMOND, ANISE} 1 0 0.0504461 312 0.0526316 +C8 {WHITE, GRAY, YELLOW} {ALMOND, ANISE} 1 0 0.0409066 253 0.0426788 +C3 {GREEN} {NONE} 0 1 0.00355073 18 0.00303644 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R50 +Variables + Type Name + Categorical Odor + Categorical SporePrintColor + +Variables stats +Odor +Group Frequency Coverage Size Value list +{NONE, ALMOND, ANISE} 3251 0.548414 3 NONE ALMOND ANISE +{FOUL, SPICY, FISHY, ...} 2677 0.451586 6 FOUL SPICY FISHY PUNGENT CREOSOTE MUSTY * +SporePrintColor +Group Frequency Coverage Size Value list +{BROWN, BLACK, CHOCOLATE, ...} 4162 0.702092 7 BROWN BLACK CHOCOLATE BUFF ORANGE PURPLE YELLOW * +{WHITE} 1711 0.28863 1 WHITE +{GREEN} 55 0.009278 1 GREEN + +Cell frequencies + SporePrintColor +Odor {BROWN, BLACK, CHOCOLATE, ...} {WHITE} {GREEN} Total Coverage +{NONE, ALMOND, ANISE} 2759 437 55 3251 0.548414 +{FOUL, SPICY, FISHY, ...} 1403 1274 0 2677 0.451586 +Total 4162 1711 55 5928 +Coverage 0.702092 0.28863 0.009278 + +Cells 5 +Cell Id Odor SporePrintColor EDIBLE POISONOUS Interest Frequency Coverage +C1 {NONE, ALMOND, ANISE} {BROWN, BLACK, CHOCOLATE, ...} 1 0 0.433173 2759 0.465418 +C2 {FOUL, SPICY, FISHY, ...} {BROWN, BLACK, CHOCOLATE, ...} 0 1 0.268744 1403 0.236673 +C4 {FOUL, SPICY, FISHY, ...} {WHITE} 0 1 0.244034 1274 0.214912 +C3 {NONE, ALMOND, ANISE} {WHITE} 0.935927 0.0640732 0.0435137 437 0.0737179 +C5 {NONE, ALMOND, ANISE} {GREEN} 0 1 0.0105352 55 0.009278 + Total 0.534413 0.465587 1 5928 1 diff --git a/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/All_PreparationReport.xls b/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/All_PreparationReport.xls new file mode 100644 index 000000000..d1a5ccb50 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/All_PreparationReport.xls @@ -0,0 +1,633 @@ +#Khiops 10.1.5 +Descriptive statistics + + +Problem description +Short description + +Dictionary Mushroom +Variables + Categorical 23 + Total 23 + +Database ../../../datasets/Mushroom/Mushroom.txt +Sample percentage 70 +Sampling mode Include sample +Selection variable +Selection value +Instances 5928 + +Learning task Classification analysis + +Target variable Categorical Class + +Target variable stats +Value Frequency Coverage +EDIBLE 3168 0.534413 +POISONOUS 2760 0.465587 + +Evaluated variables 22 +Informative variables 21 + +Max number of constructed variables 0 +Max number of trees 0 +Max number of variable pairs 50 +Discretization MODL +Value grouping MODL + +Null model + Constr. cost 0.693147 + Prep. cost 8.68761 + Data cost 4090.36 + + +Categorical variables statistics + +Rank Name Level Groups Values Mode Mode coverage Constr. cost Prep. cost Data cost +R01 Odor 0.900798 3 9 NONE 0.453104 3.82864 35.694 367.179 +R02 SporePrintColor 0.47984 4 9 WHITE 0.28863 3.82864 43.8179 2084.87 +R03 GillColor 0.402066 6 12 BUFF 0.209345 3.82864 63.2207 2384.32 +R04 StalkSurfaceAboveRing 0.285867 3 4 SMOOTH 0.633097 3.82864 28.5617 2895.37 +R05 RingType 0.283664 4 5 PENDANT 0.470142 3.82864 36.5603 2896.4 +R06 StalkSurfaceBelowRing 0.272744 3 4 SMOOTH 0.605094 3.82864 28.6051 2949.13 +R07 StalkColorAboveRing 0.245938 5 9 WHITE 0.56697 3.82864 50.6463 3036.98 +R08 GillSize 0.228924 2 2 BROAD 0.695175 3.82864 17.2546 3140.12 +R09 StalkColorBelowRing 0.223656 5 9 WHITE 0.557186 3.82864 50.8241 3128.16 +R10 Population 0.20956 5 6 SEVERAL 0.487517 3.82864 45.3128 3191.45 +R11 Bruise 0.158096 2 2 NO 0.601889 3.82864 17.3774 3430.38 +R12 Habitat 0.155388 6 7 WOODS 0.375169 3.82864 52.3352 3406.52 +R13 StalkRoot 0.143978 5 5 BULBOUS 0.446862 3.82864 42.5668 3463.07 +R14 GillSpacing 0.125243 2 2 CLOSE 0.808704 3.82864 16.9402 3565.51 +R15 CapShape 0.0418307 3 6 CONVEX 0.456309 3.82864 31.4583 3892.96 +R16 CapColor 0.0368621 5 10 BROWN 0.273954 3.82864 51.3578 3893.43 +R17 RingNumber 0.0288836 3 3 ONE 0.925101 3.82864 23.682 3953.81 +R18 CapSurface 0.0287294 2 4 SCALY 0.384953 3.82864 19.8392 3958.29 +R19 VeilColor 0.0186198 3 4 WHITE 0.975202 3.82864 23.3998 3996.17 +R20 GillAttachment 0.0109149 2 2 FREE 0.973516 3.82864 15.1539 4036.01 +R21 StalkShape 0.00748534 2 2 TAPERING 0.583502 3.82864 17.3915 4047.83 +R22 VeilType 0 1 1 PARTIAL 1 0.693147 8.68761 4090.36 + + +-------------------------------------------------------------------------------- + +Variables detailed statistics + + +Rank R01 +Variable Categorical Odor + +Variable stats +Group Size Value list +{NONE} 1 NONE +{FOUL, SPICY, FISHY, ...} 6 FOUL SPICY FISHY PUNGENT CREOSOTE MUSTY * +{ALMOND, ANISE} 2 ALMOND ANISE + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{FOUL, SPICY, FISHY, ...} 0 1 0.549437 2677 0.451586 +{NONE} 0.969099 0.030901 0.355515 2686 0.453104 +{ALMOND, ANISE} 1 0 0.0950487 565 0.0953104 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +NONE 2686 0.453104 +FOUL 1499 0.252868 +SPICY 419 0.0706815 +FISHY 414 0.0698381 +ALMOND 294 0.0495951 +ANISE 271 0.0457152 +PUNGENT 174 0.0293522 +CREOSOTE 138 0.0232794 +MUSTY 33 0.0055668 + +---------------------------------------------- +Rank R02 +Variable Categorical SporePrintColor + +Variable stats +Group Size Value list +{BROWN, BLACK} 2 BROWN BLACK +{WHITE} 1 WHITE +{CHOCOLATE, GREEN} 2 CHOCOLATE GREEN +{BUFF, ORANGE, PURPLE, ...} 4 BUFF ORANGE PURPLE YELLOW * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{BROWN, BLACK} 0.892191 0.107809 0.433474 2894 0.488192 +{CHOCOLATE, GREEN} 0.0312764 0.968724 0.367351 1183 0.199561 +{WHITE} 0.239041 0.760959 0.155311 1711 0.28863 +{BUFF, ORANGE, PURPLE, ...} 1 0 0.0438651 140 0.0236167 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +WHITE 1711 0.28863 +BROWN 1480 0.249663 +BLACK 1414 0.238529 +CHOCOLATE 1128 0.190283 +GREEN 55 0.009278 +BUFF 38 0.00641026 +ORANGE 37 0.00624157 +PURPLE 34 0.00573549 +YELLOW 31 0.00522942 + +---------------------------------------------- +Rank R03 +Variable Categorical GillColor + +Variable stats +Group Size Value list +{BROWN, PURPLE, BLACK} 3 BROWN PURPLE BLACK +{BUFF, GREEN} 2 BUFF GREEN * +{PINK} 1 PINK +{CHOCOLATE, GRAY} 2 CHOCOLATE GRAY +{WHITE, YELLOW} 2 WHITE YELLOW +{RED, ORANGE} 2 RED ORANGE + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{BUFF, GREEN} 0 1 0.567346 1259 0.212382 +{BROWN, PURPLE, BLACK} 0.888049 0.111951 0.250144 1456 0.245614 +{WHITE, YELLOW} 0.797024 0.202976 0.0832445 941 0.158738 +{CHOCOLATE, GRAY} 0.335502 0.664498 0.0508656 1076 0.181511 +{RED, ORANGE} 1 0 0.0428459 116 0.0195682 +{PINK} 0.6 0.4 0.0055532 1080 0.182186 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +BUFF 1241 0.209345 +PINK 1080 0.182186 +WHITE 872 0.147099 +BROWN 758 0.127868 +CHOCOLATE 559 0.0942982 +GRAY 517 0.0872132 +PURPLE 352 0.0593792 +BLACK 346 0.0583671 +YELLOW 69 0.0116397 +RED 65 0.0109649 +ORANGE 51 0.00860324 +GREEN 18 0.00303644 + +---------------------------------------------- +Rank R04 +Variable Categorical StalkSurfaceAboveRing + +Variable stats +Group Size Value list +{SMOOTH, SCALY} 2 SMOOTH SCALY * +{SILKY} 1 SILKY +{FIBROUS} 1 FIBROUS + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{SILKY} 0.0592861 0.940714 0.738617 1653 0.278846 +{SMOOTH, SCALY} 0.708068 0.291932 0.199532 3768 0.635628 +{FIBROUS} 0.792899 0.207101 0.0618507 507 0.0855263 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +SMOOTH 3753 0.633097 +SILKY 1653 0.278846 +FIBROUS 507 0.0855263 +SCALY 15 0.00253036 + +---------------------------------------------- +Rank R05 +Variable Categorical RingType + +Variable stats +Group Size Value list +{PENDANT} 1 PENDANT +{EVANESCENT} 1 EVANESCENT +{LARGE, NONE} 2 LARGE NONE * +{FLARING} 1 FLARING + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{LARGE, NONE} 0 1 0.591409 921 0.155364 +{PENDANT} 0.793685 0.206315 0.34179 2787 0.470142 +{EVANESCENT} 0.42098 0.57902 0.0473267 2183 0.368252 +{FLARING} 1 0 0.0194742 37 0.00624157 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +PENDANT 2787 0.470142 +EVANESCENT 2183 0.368252 +LARGE 888 0.149798 +FLARING 37 0.00624157 +NONE 33 0.0055668 + +---------------------------------------------- +Rank R06 +Variable Categorical StalkSurfaceBelowRing + +Variable stats +Group Size Value list +{SMOOTH, SCALY} 2 SMOOTH SCALY * +{SILKY} 1 SILKY +{FIBROUS} 1 FIBROUS + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{SILKY} 0.0617207 0.938279 0.740765 1604 0.27058 +{SMOOTH, SCALY} 0.695238 0.304762 0.179003 3780 0.637652 +{FIBROUS} 0.810662 0.189338 0.0802322 544 0.0917679 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +SMOOTH 3587 0.605094 +SILKY 1604 0.27058 +FIBROUS 544 0.0917679 +SCALY 193 0.0325574 + +---------------------------------------------- +Rank R07 +Variable Categorical StalkColorAboveRing + +Variable stats +Group Size Value list +{WHITE} 1 WHITE +{PINK} 1 PINK +{GRAY, ORANGE, RED} 3 GRAY ORANGE RED +{BUFF, CINNAMON, YELLOW} 3 BUFF CINNAMON YELLOW * +{BROWN} 1 BROWN + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{GRAY, ORANGE, RED} 1 0 0.367734 615 0.103745 +{BUFF, CINNAMON, YELLOW} 0 1 0.234902 322 0.0543185 +{BROWN} 0.0316456 0.968354 0.186866 316 0.0533063 +{PINK} 0.30137 0.69863 0.139043 1314 0.22166 +{WHITE} 0.638798 0.361202 0.0714553 3361 0.56697 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +WHITE 3361 0.56697 +PINK 1314 0.22166 +GRAY 410 0.0691633 +BROWN 316 0.0533063 +BUFF 284 0.0479082 +ORANGE 142 0.0239541 +RED 63 0.0106275 +CINNAMON 33 0.0055668 +YELLOW 5 0.000843455 + +---------------------------------------------- +Rank R08 +Variable Categorical GillSize + +Variable stats +Group Size Value list +{BROAD} 1 BROAD +{NARROW} 1 NARROW * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{NARROW} 0.125069 0.874931 0.706633 1807 0.304825 +{BROAD} 0.713904 0.286096 0.293367 4121 0.695175 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +BROAD 4121 0.695175 +NARROW 1807 0.304825 + +---------------------------------------------- +Rank R09 +Variable Categorical StalkColorBelowRing + +Variable stats +Group Size Value list +{WHITE} 1 WHITE +{PINK} 1 PINK +{GRAY, ORANGE, RED} 3 GRAY ORANGE RED +{BROWN} 1 BROWN +{BUFF, CINNAMON, YELLOW} 3 BUFF CINNAMON YELLOW * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{GRAY, ORANGE, RED} 1 0 0.393296 600 0.101215 +{BUFF, CINNAMON, YELLOW} 0 1 0.279903 350 0.0590418 +{PINK} 0.30564 0.69436 0.146517 1312 0.221323 +{BROWN} 0.173554 0.826446 0.105969 363 0.0612348 +{WHITE} 0.636997 0.363003 0.0743147 3303 0.557186 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +WHITE 3303 0.557186 +PINK 1312 0.221323 +GRAY 394 0.0664642 +BROWN 363 0.0612348 +BUFF 301 0.050776 +ORANGE 142 0.0239541 +RED 64 0.0107962 +CINNAMON 33 0.0055668 +YELLOW 16 0.00269906 + +---------------------------------------------- +Rank R10 +Variable Categorical Population + +Variable stats +Group Size Value list +{SEVERAL} 1 SEVERAL +{SOLITARY} 1 SOLITARY +{SCATTERED} 1 SCATTERED +{ABUNDANT, NUMEROUS} 2 ABUNDANT NUMEROUS +{CLUSTERED} 1 CLUSTERED * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{ABUNDANT, NUMEROUS} 1 0 0.457936 650 0.109649 +{SEVERAL} 0.29827 0.70173 0.370249 2890 0.487517 +{SCATTERED} 0.740166 0.259834 0.0972382 966 0.162955 +{CLUSTERED} 0.82377 0.17623 0.0508243 244 0.0411606 +{SOLITARY} 0.628183 0.371817 0.0237528 1178 0.198718 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +SEVERAL 2890 0.487517 +SOLITARY 1178 0.198718 +SCATTERED 966 0.162955 +ABUNDANT 366 0.0617409 +NUMEROUS 284 0.0479082 +CLUSTERED 244 0.0411606 + +---------------------------------------------- +Rank R11 +Variable Categorical Bruise + +Variable stats +Group Size Value list +{NO} 1 NO +{BRUISES} 1 BRUISES * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{BRUISES} 0.814831 0.185169 0.621883 2360 0.398111 +{NO} 0.348935 0.651065 0.378117 3568 0.601889 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +NO 3568 0.601889 +BRUISES 2360 0.398111 + +---------------------------------------------- +Rank R12 +Variable Categorical Habitat + +Variable stats +Group Size Value list +{WOODS} 1 WOODS +{GRASSES} 1 GRASSES +{LEAVES, URBAN} 2 LEAVES URBAN +{PATHS} 1 PATHS +{MEADOWS} 1 MEADOWS +{WASTE} 1 WASTE * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{PATHS} 0.108886 0.891114 0.482303 799 0.134784 +{LEAVES, URBAN} 0.301606 0.698394 0.143722 872 0.147099 +{GRASSES} 0.69715 0.30285 0.138157 1684 0.284076 +{WASTE} 1 0 0.120394 129 0.0217611 +{MEADOWS} 0.881818 0.118182 0.0916189 220 0.037112 +{WOODS} 0.593975 0.406025 0.0238039 2224 0.375169 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +WOODS 2224 0.375169 +GRASSES 1684 0.284076 +PATHS 799 0.134784 +LEAVES 621 0.104757 +URBAN 251 0.0423414 +MEADOWS 220 0.037112 +WASTE 129 0.0217611 + +---------------------------------------------- +Rank R13 +Variable Categorical StalkRoot + +Variable stats +Group Size Value list +{BULBOUS} 1 BULBOUS +{?} 1 ? +{EQUAL} 1 EQUAL +{CLUB} 1 CLUB +{ROOTED} 1 ROOTED * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{?} 0.286686 0.713314 0.359363 1765 0.29774 +{EQUAL} 0.822268 0.177732 0.290265 979 0.165148 +{CLUB} 0.906863 0.0931373 0.217754 408 0.0688259 +{ROOTED} 1 0 0.12882 127 0.0214238 +{BULBOUS} 0.513401 0.486599 0.00379824 2649 0.446862 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +BULBOUS 2649 0.446862 +? 1765 0.29774 +EQUAL 979 0.165148 +CLUB 408 0.0688259 +ROOTED 127 0.0214238 + +---------------------------------------------- +Rank R14 +Variable Categorical GillSpacing + +Variable stats +Group Size Value list +{CLOSE} 1 CLOSE +{CROWDED} 1 CROWDED * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{CROWDED} 0.931217 0.0687831 0.837822 1134 0.191296 +{CLOSE} 0.440551 0.559449 0.162178 4794 0.808704 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +CLOSE 4794 0.808704 +CROWDED 1134 0.191296 + +---------------------------------------------- +Rank R15 +Variable Categorical CapShape + +Variable stats +Group Size Value list +{CONVEX, FLAT} 2 CONVEX FLAT +{KNOBBED, CONICAL} 2 KNOBBED CONICAL * +{BELL, SUNKEN} 2 BELL SUNKEN + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{BELL, SUNKEN} 0.89881 0.10119 0.548736 336 0.0566802 +{KNOBBED, CONICAL} 0.268251 0.731749 0.448791 589 0.099359 +{CONVEX, FLAT} 0.541275 0.458725 0.0024731 5003 0.843961 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +CONVEX 2705 0.456309 +FLAT 2298 0.387652 +KNOBBED 587 0.0990216 +BELL 319 0.0538124 +SUNKEN 17 0.00286775 +CONICAL 2 0.000337382 + +---------------------------------------------- +Rank R16 +Variable Categorical CapColor + +Variable stats +Group Size Value list +{RED, YELLOW, BUFF, ...} 4 RED YELLOW BUFF PINK +{BROWN} 1 BROWN +{GRAY} 1 GRAY +{WHITE, CINNAMON} 2 WHITE CINNAMON +{PURPLE, GREEN} 2 PURPLE GREEN * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{RED, YELLOW, BUFF, ...} 0.380531 0.619469 0.520497 2034 0.343117 +{WHITE, CINNAMON} 0.706422 0.293578 0.252875 763 0.128711 +{GRAY} 0.628032 0.371968 0.1424 1484 0.250337 +{PURPLE, GREEN} 1 0 0.0773642 23 0.00387989 +{BROWN} 0.554187 0.445813 0.00686462 1624 0.273954 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +BROWN 1624 0.273954 +GRAY 1484 0.250337 +RED 1074 0.181174 +YELLOW 733 0.12365 +WHITE 731 0.123313 +BUFF 130 0.0219298 +PINK 97 0.016363 +CINNAMON 32 0.00539811 +PURPLE 13 0.00219298 +GREEN 10 0.00168691 + +---------------------------------------------- +Rank R17 +Variable Categorical RingNumber + +Variable stats +Group Size Value list +{ONE} 1 ONE +{TWO} 1 TWO +{NONE} 1 NONE * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{TWO} 0.86618 0.13382 0.772802 411 0.069332 +{NONE} 0 1 0.188642 33 0.0055668 +{ONE} 0.512764 0.487236 0.0385558 5484 0.925101 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +ONE 5484 0.925101 +TWO 411 0.069332 +NONE 33 0.0055668 + +---------------------------------------------- +Rank R18 +Variable Categorical CapSurface + +Variable stats +Group Size Value list +{SCALY, SMOOTH, GROOVES} 3 SCALY SMOOTH GROOVES * +{FIBROUS} 1 FIBROUS + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{FIBROUS} 0.6955 0.3045 0.718902 1711 0.28863 +{SCALY, SMOOTH, GROOVES} 0.469054 0.530946 0.281098 4217 0.71137 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +SCALY 2282 0.384953 +SMOOTH 1932 0.325911 +FIBROUS 1711 0.28863 +GROOVES 3 0.000506073 + +---------------------------------------------- +Rank R19 +Variable Categorical VeilColor + +Variable stats +Group Size Value list +{WHITE} 1 WHITE +{ORANGE, BROWN} 2 ORANGE BROWN +{YELLOW} 1 YELLOW * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{ORANGE, BROWN} 1 0 0.944583 142 0.0239541 +{YELLOW} 0 1 0.0405783 5 0.000843455 +{WHITE} 0.523439 0.476561 0.0148388 5781 0.975202 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +WHITE 5781 0.975202 +ORANGE 76 0.0128205 +BROWN 66 0.0111336 +YELLOW 5 0.000843455 + +---------------------------------------------- +Rank R20 +Variable Categorical GillAttachment + +Variable stats +Group Size Value list +{FREE} 1 FREE +{ATTACHED} 1 ATTACHED * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{ATTACHED} 0.904459 0.0955414 0.977475 157 0.0264845 +{FREE} 0.524346 0.475654 0.0225246 5771 0.973516 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +FREE 5771 0.973516 +ATTACHED 157 0.0264845 + +---------------------------------------------- +Rank R21 +Variable Categorical StalkShape + +Variable stats +Group Size Value list +{TAPERING} 1 TAPERING +{ENLARGING} 1 ENLARGING * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{ENLARGING} 0.466991 0.533009 0.581265 2469 0.416498 +{TAPERING} 0.582538 0.417462 0.418735 3459 0.583502 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +TAPERING 3459 0.583502 +ENLARGING 2469 0.416498 diff --git a/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/InputAll_AllReports.khj b/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/InputAll_AllReports.khj new file mode 100644 index 000000000..ca32da9cd --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/InputAll_AllReports.khj @@ -0,0 +1,4900 @@ +{ + "tool": "Khiops", + "version": "10.1.5", + "shortDescription": "", + "preparationReport": { + "reportType": "Preparation", + "summary": { + "dictionary": "Mushroom", + "variables": { + "types": [ + "Categorical" + ], + "numbers": [ + 23 + ] + }, + "database": "..\/..\/..\/datasets\/Mushroom\/Mushroom.txt", + "samplePercentage": 70, + "samplingMode": "Include sample", + "selectionVariable": "", + "selectionValue": "", + "instances": 5928, + "learningTask": "Classification analysis", + "targetVariable": "Class", + "targetDescriptiveStats": { + "values": 2, + "mode": "EDIBLE", + "modeFrequency": 3168 + }, + "targetValues": { + "values": ["EDIBLE","POISONOUS"], + "frequencies": [3168,2760] + }, + "evaluatedVariables": 22, + "informativeVariables": 21, + "featureEngineering": { + "maxNumberOfConstructedVariables": 0, + "maxNumberOfTrees": 0, + "maxNumberOfVariablePairs": 50 + }, + "discretization": "MODL", + "valueGrouping": "MODL", + "nullModel": { + "constructionCost": 0.693147, + "preparationCost": 8.68761, + "dataCost": 4090.36 + } + }, + "variablesStatistics": [ + { + "rank": "R01", + "name": "Odor", + "type": "Categorical", + "level": 0.900798, + "parts": 3, + "values": 9, + "mode": "NONE", + "modeFrequency": 2686, + "constructionCost": 3.82864, + "preparationCost": 35.694, + "dataCost": 367.179 + }, + { + "rank": "R02", + "name": "SporePrintColor", + "type": "Categorical", + "level": 0.47984, + "parts": 4, + "values": 9, + "mode": "WHITE", + "modeFrequency": 1711, + "constructionCost": 3.82864, + "preparationCost": 43.8179, + "dataCost": 2084.87 + }, + { + "rank": "R03", + "name": "GillColor", + "type": "Categorical", + "level": 0.402066, + "parts": 6, + "values": 12, + "mode": "BUFF", + "modeFrequency": 1241, + "constructionCost": 3.82864, + "preparationCost": 63.2207, + "dataCost": 2384.32 + }, + { + "rank": "R04", + "name": "StalkSurfaceAboveRing", + "type": "Categorical", + "level": 0.285867, + "parts": 3, + "values": 4, + "mode": "SMOOTH", + "modeFrequency": 3753, + "constructionCost": 3.82864, + 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+ "cellIds": ["C1","C2","C3","C4","C5"], + "cellPartIndexes": [ + [0,0], + [1,0], + [0,1], + [1,1], + [0,2] + ], + "cellTargetFrequencies": [ + [2759,0], + [0,1403], + [409,28], + [0,1274], + [0,55] + ], + "cellInterests": [0.433173,0.268744,0.0435137,0.244034,0.0105352] + } + } + } + }, + "khiops_encoding": "ascii" +} diff --git a/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/InputAll_Preparation2DReport.xls b/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/InputAll_Preparation2DReport.xls new file mode 100644 index 000000000..9bdde5fd1 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/InputAll_Preparation2DReport.xls @@ -0,0 +1,2187 @@ +#Khiops 10.1.5 +Descriptive statistics + + +Problem description +Short description + +Dictionary Mushroom +Variables + Categorical 23 + Total 23 + +Database ../../../datasets/Mushroom/Mushroom.txt +Sample percentage 70 +Sampling mode Include sample +Selection variable +Selection value +Instances 5928 + +Learning task Classification analysis + +Target variable Categorical Class + +Target variable stats +Value Frequency Coverage +EDIBLE 3168 0.534413 +POISONOUS 2760 0.465587 + +Evaluated variable pairs 50 +Informative variable pairs 13 + + +Variables pairs statistics + +Rank Name 1 Name 2 DeltaLevel Level Level 1 Level 2 Variables Parts 1 Parts 2 Cells Constr. cost Prep. cost Data cost +R01 Population RingType 0.162156 0.65538 0.20956 0.283664 2 4 3 10 11.0633 76.3592 1325.43 +R02 GillSize RingType 0.155554 0.668142 0.228924 0.283664 2 2 3 6 11.0633 48.7838 1300.68 +R03 CapColor CapSurface 0.146092 0.211683 0.0368621 0.0287294 2 7 4 20 11.0633 129.303 3091.53 +R04 GillSize SporePrintColor 0.139273 0.848037 0.228924 0.47984 2 2 3 6 11.0633 54.027 557.918 +R05 GillSize StalkColorBelowRing 0.0890998 0.54168 0.228924 0.223656 2 2 5 8 11.0633 68.5 1799.43 +R06 GillSize StalkSurfaceBelowRing 0.0715597 0.573228 0.228924 0.272744 2 2 4 8 11.0633 57.0908 1681.5 +R07 GillSize StalkSurfaceAboveRing 0.062743 0.577534 0.228924 0.285867 2 2 3 6 11.0633 47.1581 1673.78 +R08 Population StalkSurfaceBelowRing 0.0597569 0.542061 0.20956 0.272744 2 4 3 12 11.0633 79.339 1787.03 +R09 GillSize StalkColorAboveRing 0.0493474 0.52421 0.228924 0.245938 2 2 5 7 11.0633 64.4441 1875.11 +R10 Population StalkSurfaceAboveRing 0.0440988 0.539526 0.20956 0.285867 2 5 3 14 11.0633 89.7049 1787.06 +R11 CapColor CapShape 0.0411068 0.1198 0.0368621 0.0418307 2 6 4 21 11.0633 128.488 3469.04 +R12 Population StalkColorBelowRing 0.0068093 0.440025 0.20956 0.223656 2 3 5 11 11.0633 88.1038 2196.58 +R13 CapShape CapSurface 0.00340722 0.0739674 0.0418307 0.0287294 2 3 3 9 11.0633 65.6044 3719.82 +R14 Population StalkColorAboveRing -0.00147425 0.454025 0.20956 0.245938 2 3 4 9 11.0633 77.9761 2149.32 +R15 GillColor StalkColorBelowRing -0.0227689 0.602953 0.402066 0.223656 2 5 5 17 11.0633 130.308 1486.42 +R16 GillColor RingType -0.0271761 0.658554 0.402066 0.283664 2 5 3 14 11.0633 103.762 1285.01 +R17 Population SporePrintColor -0.028735 0.660665 0.20956 0.47984 2 4 4 13 11.0633 95.2909 1284.83 +R18 GillColor Population -0.0408284 0.570798 0.402066 0.20956 2 8 4 24 11.0633 151.132 1597.42 +R19 GillColor StalkColorAboveRing -0.0481246 0.59988 0.402066 0.245938 2 5 5 17 11.0633 128.369 1500.95 +R20 RingType StalkColorBelowRing -0.0486931 0.458627 0.283664 0.223656 2 3 3 9 11.0633 71.0515 2137.37 +R21 RingType StalkSurfaceBelowRing -0.053593 0.502815 0.283664 0.272744 2 2 3 6 11.0633 50.4382 1976.83 +R22 RingType StalkColorAboveRing -0.0709085 0.458694 0.283664 0.245938 2 3 3 6 11.0633 56.815 2151.33 +R23 RingType StalkSurfaceAboveRing -0.0740106 0.49552 0.283664 0.285867 2 3 3 7 11.0633 54.912 2002.26 +R24 GillSize Population -0.0843035 0.354181 0.228924 0.20956 2 2 4 7 11.0633 56.9917 2579.63 +R25 Bruise SporePrintColor -0.106731 0.531205 0.158096 0.47984 2 2 4 7 11.0633 61.8398 1849.03 +R26 SporePrintColor StalkColorBelowRing -0.107042 0.596454 0.47984 0.223656 2 4 3 9 11.0633 78.8532 1564.52 +R27 StalkColorBelowRing StalkSurfaceBelowRing -0.109722 0.386678 0.223656 0.272744 2 3 4 11 11.0633 80.2105 2423.19 +R28 GillColor StalkSurfaceBelowRing -0.115085 0.559725 0.402066 0.272744 2 6 4 18 11.0633 121.302 1672.65 +R29 GillColor StalkSurfaceAboveRing -0.129002 0.558931 0.402066 0.285867 2 7 3 17 11.0633 119.873 1677.33 +R30 GillColor GillSize -0.129647 0.501344 0.402066 0.228924 2 6 2 12 11.0633 88.9095 1944.39 +R31 StalkColorBelowRing StalkSurfaceAboveRing -0.13256 0.376963 0.223656 0.285867 2 3 3 9 11.0633 69.8123 2473.42 +R32 StalkColorAboveRing StalkColorBelowRing -0.134043 0.335551 0.245938 0.223656 2 4 5 14 11.0633 106.154 2606.85 +R33 RingType SporePrintColor -0.136293 0.627211 0.283664 0.47984 2 2 3 6 11.0633 56.5365 1460.74 +R34 SporePrintColor StalkColorAboveRing -0.138695 0.587083 0.47984 0.245938 2 4 3 9 11.0633 78.3277 1603.46 +R35 StalkColorAboveRing StalkSurfaceBelowRing -0.141936 0.376747 0.245938 0.272744 2 3 3 8 11.0633 65.2655 2478.85 +R36 StalkColorAboveRing StalkSurfaceAboveRing -0.156533 0.375272 0.245938 0.285867 2 3 3 8 11.0633 63.2211 2486.94 +R37 Bruise Odor -0.159207 0.899688 0.158096 0.900798 1 1 3 3 7.97229 36.1035 367.179 +R38 Odor Population -0.19584 0.914519 0.900798 0.20956 2 2 2 4 11.0633 44.6685 294.718 +R39 GillColor SporePrintColor -0.196156 0.68575 0.402066 0.47984 2 5 3 14 11.0633 109.644 1167.64 +R40 StalkSurfaceAboveRing StalkSurfaceBelowRing -0.197033 0.361578 0.285867 0.272744 2 3 3 7 11.0633 50.5295 2555.77 +R41 Odor StalkColorBelowRing -0.21033 0.914123 0.900798 0.223656 2 3 3 6 11.0633 62.949 278.059 +R42 GillSize Odor -0.227848 0.901874 0.228924 0.900798 2 2 3 6 11.0633 53.5395 337.687 +R43 SporePrintColor StalkSurfaceBelowRing -0.22888 0.523704 0.47984 0.272744 2 4 3 10 11.0633 77.9931 1863.63 +R44 Odor StalkColorAboveRing -0.240559 0.906178 0.900798 0.245938 2 3 3 6 11.0633 62.0062 311.577 +R45 SporePrintColor StalkSurfaceAboveRing -0.243239 0.522468 0.47984 0.285867 2 5 4 11 11.0633 81.5203 1865.17 +R46 Odor StalkSurfaceBelowRing -0.262424 0.911118 0.900798 0.272744 2 3 3 8 11.0633 65.1073 288.221 +R47 Odor StalkSurfaceAboveRing -0.284717 0.901948 0.900798 0.285867 2 3 2 5 11.0633 51.0336 339.892 +R48 Odor RingType -0.284775 0.899688 0.900798 0.283664 1 3 1 3 7.97229 36.1035 367.179 +R49 GillColor Odor -0.375657 0.927207 0.402066 0.900798 2 3 3 7 11.0633 70.7279 216.64 +R50 Odor SporePrintColor -0.42134 0.959298 0.900798 0.47984 2 2 3 5 11.0633 54.3386 101.465 + + +-------------------------------------------------------------------------------- + +Variables pairs detailed statistics +(Pairs with two jointly informative variables) + + +Rank R01 +Variables + Type Name + Categorical Population + Categorical RingType + +Variables stats +Population +Group Frequency Coverage Size Value list +{SEVERAL} 2890 0.487517 1 SEVERAL +{SOLITARY, NUMEROUS} 1462 0.246626 2 SOLITARY NUMEROUS +{SCATTERED, ABUNDANT} 1332 0.224696 2 SCATTERED ABUNDANT +{CLUSTERED} 244 0.0411606 1 CLUSTERED * +RingType +Group Frequency Coverage Size Value list +{PENDANT, FLARING} 2824 0.476383 2 PENDANT FLARING +{EVANESCENT} 2183 0.368252 1 EVANESCENT +{LARGE, NONE} 921 0.155364 2 LARGE NONE * + +Cell frequencies + RingType +Population {PENDANT, FLARING} {EVANESCENT} {LARGE, NONE} Total Coverage +{SEVERAL} 1128 1312 450 2890 0.487517 +{SOLITARY, NUMEROUS} 1024 0 438 1462 0.246626 +{SCATTERED, ABUNDANT} 595 737 0 1332 0.224696 +{CLUSTERED} 77 134 33 244 0.0411606 +Total 2824 2183 921 5928 +Coverage 0.476383 0.368252 0.155364 + +Cells 10 +Cell Id Population RingType EDIBLE POISONOUS Interest Frequency Coverage +C5 {SEVERAL} {EVANESCENT} 0.0403963 0.959604 0.280707 1312 0.221323 +C2 {SOLITARY, NUMEROUS} {PENDANT, FLARING} 1 0 0.232798 1024 0.17274 +C7 {SCATTERED, ABUNDANT} {EVANESCENT} 1 0 0.167551 737 0.124325 +C9 {SEVERAL} {LARGE, NONE} 0 1 0.124814 450 0.0759109 +C10 {SOLITARY, NUMEROUS} {LARGE, NONE} 0 1 0.121486 438 0.0738866 +C1 {SEVERAL} {PENDANT, FLARING} 0.717199 0.282801 0.0286473 1128 0.190283 +C8 {CLUSTERED} {EVANESCENT} 0.962687 0.0373134 0.0229685 134 0.0226046 +C4 {CLUSTERED} {PENDANT, FLARING} 0.935065 0.0649351 0.011041 77 0.0129892 +C12 {CLUSTERED} {LARGE, NONE} 0 1 0.00915304 33 0.0055668 +C3 {SCATTERED, ABUNDANT} {PENDANT, FLARING} 0.578151 0.421849 0.000834361 595 0.100371 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R02 +Variables + Type Name + Categorical GillSize + Categorical RingType + +Variables stats +GillSize +Group Frequency Coverage Size Value list +{BROAD} 4121 0.695175 1 BROAD +{NARROW} 1807 0.304825 1 NARROW * +RingType +Group Frequency Coverage Size Value list +{PENDANT} 2787 0.470142 1 PENDANT +{EVANESCENT} 2183 0.368252 1 EVANESCENT +{LARGE, FLARING, NONE} 958 0.161606 3 LARGE FLARING NONE * + +Cell frequencies + RingType +GillSize {PENDANT} {EVANESCENT} {LARGE, FLARING, NONE} Total Coverage +{BROAD} 2334 866 921 4121 0.695175 +{NARROW} 453 1317 37 1807 0.304825 +Total 2787 2183 958 5928 +Coverage 0.470142 0.368252 0.161606 + +Cells 6 +Cell Id GillSize RingType EDIBLE POISONOUS Interest Frequency Coverage +C4 {NARROW} {EVANESCENT} 0.040243 0.959757 0.279144 1317 0.222166 +C5 {BROAD} {LARGE, FLARING, NONE} 0 1 0.252849 921 0.155364 +C1 {BROAD} {PENDANT} 0.88946 0.11054 0.246586 2334 0.393725 +C3 {BROAD} {EVANESCENT} 1 0 0.194871 866 0.146086 +C2 {NARROW} {PENDANT} 0.300221 0.699779 0.0182229 453 0.076417 +C6 {NARROW} {LARGE, FLARING, NONE} 1 0 0.00832591 37 0.00624157 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R03 +Variables + Type Name + Categorical CapColor + Categorical CapSurface + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{BROWN, CINNAMON} 1656 0.279352 2 BROWN CINNAMON +{GRAY} 1484 0.250337 1 GRAY +{RED} 1074 0.181174 1 RED +{YELLOW} 733 0.12365 1 YELLOW +{WHITE} 731 0.123313 1 WHITE +{BUFF, PINK} 227 0.0382928 2 BUFF PINK +{PURPLE, GREEN} 23 0.00387989 2 PURPLE GREEN * +CapSurface +Group Frequency Coverage Size Value list +{SCALY} 2282 0.384953 1 SCALY +{SMOOTH} 1932 0.325911 1 SMOOTH +{FIBROUS} 1711 0.28863 1 FIBROUS +{GROOVES} 3 0.000506073 1 GROOVES * + +Cell frequencies + CapSurface +CapColor {SCALY} {SMOOTH} {FIBROUS} {GROOVES} Total Coverage +{BROWN, CINNAMON} 701 601 354 0 1656 0.279352 +{GRAY} 426 341 717 0 1484 0.250337 +{RED} 539 338 197 0 1074 0.181174 +{YELLOW} 380 111 242 0 733 0.12365 +{WHITE} 159 389 180 3 731 0.123313 +{BUFF, PINK} 54 152 21 0 227 0.0382928 +{PURPLE, GREEN} 23 0 0 0 23 0.00387989 +Total 2282 1932 1711 3 5928 +Coverage 0.384953 0.325911 0.28863 0.000506073 + +Cells 20 +Cell Id CapColor CapSurface EDIBLE POISONOUS Interest Frequency Coverage +C10 {RED} {SMOOTH} 0.0414201 0.95858 0.206193 338 0.0570175 +C15 {BROWN, CINNAMON} {FIBROUS} 0.985876 0.0141243 0.204177 354 0.0597166 +C18 {YELLOW} {FIBROUS} 0.0495868 0.950413 0.141085 242 0.0408232 +C17 {RED} {FIBROUS} 1 0 0.128432 197 0.0332321 +C11 {YELLOW} {SMOOTH} 1 0 0.0723653 111 0.0187247 +C19 {WHITE} {FIBROUS} 0.872222 0.127778 0.04908 180 0.0303644 +C9 {GRAY} {SMOOTH} 0.733138 0.266862 0.0295425 341 0.0575236 +C13 {BUFF, PINK} {SMOOTH} 0.236842 0.763158 0.0291614 152 0.025641 +C16 {GRAY} {FIBROUS} 0.662483 0.337517 0.025174 717 0.120951 +C3 {RED} {SCALY} 0.408163 0.591837 0.0179458 539 0.0909244 +C4 {YELLOW} {SCALY} 0.389474 0.610526 0.0167036 380 0.0641026 +C20 {BUFF, PINK} {FIBROUS} 0 1 0.0167032 21 0.00354251 +C8 {BROWN, CINNAMON} {SMOOTH} 0.424293 0.575707 0.0152073 601 0.101383 +C7 {PURPLE, GREEN} {SCALY} 1 0 0.0149946 23 0.00387989 +C12 {WHITE} {SMOOTH} 0.642674 0.357326 0.00970831 389 0.0656208 +C1 {BROWN, CINNAMON} {SCALY} 0.455064 0.544936 0.00919972 701 0.118252 +C5 {WHITE} {SCALY} 0.685535 0.314465 0.00782744 159 0.0268219 +C26 {WHITE} {GROOVES} 0 1 0.00238617 3 0.000506073 +C2 {GRAY} {SCALY} 0.485915 0.514085 0.00208887 426 0.0718623 +C6 {BUFF, PINK} {SCALY} 0.666667 0.333333 0.00202428 54 0.00910931 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R04 +Variables + Type Name + Categorical GillSize + Categorical SporePrintColor + +Variables stats +GillSize +Group Frequency Coverage Size Value list +{BROAD} 4121 0.695175 1 BROAD +{NARROW} 1807 0.304825 1 NARROW * +SporePrintColor +Group Frequency Coverage Size Value list +{BROWN, BLACK, BUFF, ...} 3000 0.506073 5 BROWN BLACK BUFF ORANGE YELLOW * +{WHITE} 1711 0.28863 1 WHITE +{CHOCOLATE, GREEN, PURPLE} 1217 0.205297 3 CHOCOLATE GREEN PURPLE + +Cell frequencies + SporePrintColor +GillSize {BROWN, BLACK, BUFF, ...} {WHITE} {CHOCOLATE, GREEN, PURPLE} Total Coverage +{BROAD} 2586 389 1146 4121 0.695175 +{NARROW} 414 1322 71 1807 0.304825 +Total 3000 1711 1217 5928 +Coverage 0.506073 0.28863 0.205297 + +Cells 6 +Cell Id GillSize SporePrintColor EDIBLE POISONOUS Interest Frequency Coverage +C1 {BROAD} {BROWN, BLACK, BUFF, ...} 1 0 0.459231 2586 0.436235 +C5 {BROAD} {CHOCOLATE, GREEN, PURPLE} 0 1 0.24829 1146 0.19332 +C4 {NARROW} {WHITE} 0.0400908 0.959909 0.221318 1322 0.223009 +C3 {BROAD} {WHITE} 0.915167 0.0848329 0.0383515 389 0.0656208 +C2 {NARROW} {BROWN, BLACK, BUFF, ...} 0.246377 0.753623 0.0202012 414 0.0698381 +C6 {NARROW} {CHOCOLATE, GREEN, PURPLE} 1 0 0.0126084 71 0.0119771 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R05 +Variables + Type Name + Categorical GillSize + Categorical StalkColorBelowRing + +Variables stats +GillSize +Group Frequency Coverage Size Value list +{BROAD} 4121 0.695175 1 BROAD +{NARROW} 1807 0.304825 1 NARROW * +StalkColorBelowRing +Group Frequency Coverage Size Value list +{WHITE} 3303 0.557186 1 WHITE +{PINK, YELLOW} 1328 0.224022 2 PINK YELLOW * +{GRAY, ORANGE, RED} 600 0.101215 3 GRAY ORANGE RED +{BROWN} 363 0.0612348 1 BROWN +{BUFF, CINNAMON} 334 0.0563428 2 BUFF CINNAMON + +Cell frequencies + StalkColorBelowRing +GillSize {WHITE} {PINK, YELLOW} {GRAY, ORANGE, RED} {BROWN} {BUFF, CINNAMON} Total Coverage +{BROAD} 2189 695 600 303 334 4121 0.695175 +{NARROW} 1114 633 0 60 0 1807 0.304825 +Total 3303 1328 600 363 334 5928 +Coverage 0.557186 0.224022 0.101215 0.0612348 0.0563428 + +Cells 8 +Cell Id GillSize StalkColorBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C1 {BROAD} {WHITE} 0.882138 0.117862 0.268884 2189 0.369265 +C4 {NARROW} {PINK, YELLOW} 0 1 0.212138 633 0.106781 +C5 {BROAD} {GRAY, ORANGE, RED} 1 0 0.164814 600 0.101215 +C2 {NARROW} {WHITE} 0.155296 0.844704 0.152009 1114 0.187922 +C9 {BROAD} {BUFF, CINNAMON} 0 1 0.111934 334 0.0563428 +C7 {BROAD} {BROWN} 0.0330033 0.966997 0.0816755 303 0.0511134 +C8 {NARROW} {BROWN} 0.883333 0.116667 0.00742919 60 0.0101215 +C3 {BROAD} {PINK, YELLOW} 0.576978 0.423022 0.00111506 695 0.11724 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R06 +Variables + Type Name + Categorical GillSize + Categorical StalkSurfaceBelowRing + +Variables stats +GillSize +Group Frequency Coverage Size Value list +{BROAD} 4121 0.695175 1 BROAD +{NARROW} 1807 0.304825 1 NARROW * +StalkSurfaceBelowRing +Group Frequency Coverage Size Value list +{SMOOTH} 3587 0.605094 1 SMOOTH +{SILKY} 1604 0.27058 1 SILKY +{FIBROUS} 544 0.0917679 1 FIBROUS +{SCALY} 193 0.0325574 1 SCALY * + +Cell frequencies + StalkSurfaceBelowRing +GillSize {SMOOTH} {SILKY} {FIBROUS} {SCALY} Total Coverage +{BROAD} 2483 987 481 170 4121 0.695175 +{NARROW} 1104 617 63 23 1807 0.304825 +Total 3587 1604 544 193 5928 +Coverage 0.605094 0.27058 0.0917679 0.0325574 + +Cells 8 +Cell Id GillSize StalkSurfaceBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C1 {BROAD} {SMOOTH} 0.937576 0.0624245 0.415878 2483 0.41886 +C4 {NARROW} {SILKY} 0 1 0.19671 617 0.104082 +C3 {BROAD} {SILKY} 0.100304 0.899696 0.174892 987 0.166498 +C2 {NARROW} {SMOOTH} 0.147645 0.852355 0.149867 1104 0.186235 +C5 {BROAD} {FIBROUS} 0.785863 0.214137 0.0274268 481 0.0811404 +C6 {NARROW} {FIBROUS} 1 0 0.0164631 63 0.0106275 +C7 {BROAD} {SCALY} 0.805882 0.194118 0.0114296 170 0.0286775 +C8 {NARROW} {SCALY} 0 1 0.0073328 23 0.00387989 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R07 +Variables + Type Name + Categorical GillSize + Categorical StalkSurfaceAboveRing + +Variables stats +GillSize +Group Frequency Coverage Size Value list +{BROAD} 4121 0.695175 1 BROAD +{NARROW} 1807 0.304825 1 NARROW * +StalkSurfaceAboveRing +Group Frequency Coverage Size Value list +{SMOOTH, SCALY} 3768 0.635628 2 SMOOTH SCALY * +{SILKY} 1653 0.278846 1 SILKY +{FIBROUS} 507 0.0855263 1 FIBROUS + +Cell frequencies + StalkSurfaceAboveRing +GillSize {SMOOTH, SCALY} {SILKY} {FIBROUS} Total Coverage +{BROAD} 2622 1019 480 4121 0.695175 +{NARROW} 1146 634 27 1807 0.304825 +Total 3768 1653 507 5928 +Coverage 0.635628 0.278846 0.0855263 + +Cells 6 +Cell Id GillSize StalkSurfaceAboveRing EDIBLE POISONOUS Interest Frequency Coverage +C1 {BROAD} {SMOOTH, SCALY} 0.941648 0.0583524 0.448859 2622 0.442308 +C4 {NARROW} {SILKY} 0 1 0.201274 634 0.10695 +C3 {BROAD} {SILKY} 0.0961727 0.903827 0.183914 1019 0.171896 +C2 {NARROW} {SMOOTH, SCALY} 0.173647 0.826353 0.13273 1146 0.19332 +C5 {BROAD} {FIBROUS} 0.78125 0.21875 0.0261977 480 0.0809717 +C6 {NARROW} {FIBROUS} 1 0 0.00702572 27 0.00455466 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R08 +Variables + Type Name + Categorical Population + Categorical StalkSurfaceBelowRing + +Variables stats +Population +Group Frequency Coverage Size Value list +{SEVERAL} 2890 0.487517 1 SEVERAL +{SOLITARY, ABUNDANT} 1544 0.260459 2 SOLITARY ABUNDANT +{SCATTERED} 966 0.162955 1 SCATTERED +{NUMEROUS, CLUSTERED} 528 0.0890688 2 NUMEROUS CLUSTERED * +StalkSurfaceBelowRing +Group Frequency Coverage Size Value list +{SMOOTH, FIBROUS} 4131 0.696862 2 SMOOTH FIBROUS +{SILKY} 1604 0.27058 1 SILKY +{SCALY} 193 0.0325574 1 SCALY * + +Cell frequencies + StalkSurfaceBelowRing +Population {SMOOTH, FIBROUS} {SILKY} {SCALY} Total Coverage +{SEVERAL} 1805 1067 18 2890 0.487517 +{SOLITARY, ABUNDANT} 1029 438 77 1544 0.260459 +{SCATTERED} 861 45 60 966 0.162955 +{NUMEROUS, CLUSTERED} 436 54 38 528 0.0890688 +Total 4131 1604 193 5928 +Coverage 0.696862 0.27058 0.0325574 + +Cells 12 +Cell Id Population StalkSurfaceBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C5 {SEVERAL} {SILKY} 0 1 0.354845 1067 0.179993 +C2 {SOLITARY, ABUNDANT} {SMOOTH, FIBROUS} 1 0 0.28049 1029 0.173583 +C6 {SOLITARY, ABUNDANT} {SILKY} 0 1 0.145663 438 0.0738866 +C4 {NUMEROUS, CLUSTERED} {SMOOTH, FIBROUS} 0.988532 0.0114679 0.107265 436 0.0735493 +C3 {SCATTERED} {SMOOTH, FIBROUS} 0.708479 0.291521 0.0236986 861 0.145243 +C10 {SOLITARY, ABUNDANT} {SCALY} 1 0 0.0209891 77 0.0129892 +C11 {SCATTERED} {SCALY} 1 0 0.0163551 60 0.0101215 +C8 {NUMEROUS, CLUSTERED} {SILKY} 1 0 0.0147196 54 0.00910931 +C12 {NUMEROUS, CLUSTERED} {SCALY} 0 1 0.0126374 38 0.00641026 +C7 {SCATTERED} {SILKY} 1 0 0.0122663 45 0.00759109 +C9 {SEVERAL} {SCALY} 0 1 0.00598614 18 0.00303644 +C1 {SEVERAL} {SMOOTH, FIBROUS} 0.477562 0.522438 0.00508426 1805 0.304487 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R09 +Variables + Type Name + Categorical GillSize + Categorical StalkColorAboveRing + +Variables stats +GillSize +Group Frequency Coverage Size Value list +{BROAD} 4121 0.695175 1 BROAD +{NARROW} 1807 0.304825 1 NARROW * +StalkColorAboveRing +Group Frequency Coverage Size Value list +{WHITE} 3361 0.56697 1 WHITE +{PINK, YELLOW} 1319 0.222503 2 PINK YELLOW * +{GRAY, ORANGE, RED} 615 0.103745 3 GRAY ORANGE RED +{BUFF, CINNAMON} 317 0.053475 2 BUFF CINNAMON +{BROWN} 316 0.0533063 1 BROWN + +Cell frequencies + StalkColorAboveRing +GillSize {WHITE} {PINK, YELLOW} {GRAY, ORANGE, RED} {BUFF, CINNAMON} {BROWN} Total Coverage +{BROAD} 2179 694 615 317 316 4121 0.695175 +{NARROW} 1182 625 0 0 0 1807 0.304825 +Total 3361 1319 615 317 316 5928 +Coverage 0.56697 0.222503 0.103745 0.053475 0.0533063 + +Cells 7 +Cell Id GillSize StalkColorAboveRing EDIBLE POISONOUS Interest Frequency Coverage +C1 {BROAD} {WHITE} 0.881597 0.118403 0.275624 2179 0.367578 +C4 {NARROW} {PINK, YELLOW} 0 1 0.216475 625 0.105432 +C5 {BROAD} {GRAY, ORANGE, RED} 1 0 0.174595 615 0.103745 +C2 {NARROW} {WHITE} 0.191201 0.808799 0.133958 1182 0.199393 +C7 {BROAD} {BUFF, CINNAMON} 0 1 0.109796 317 0.053475 +C9 {BROAD} {BROWN} 0.0316456 0.968354 0.0887212 316 0.0533063 +C3 {BROAD} {PINK, YELLOW} 0.570605 0.429395 0.000831184 694 0.117072 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R10 +Variables + Type Name + Categorical Population + Categorical StalkSurfaceAboveRing + +Variables stats +Population +Group Frequency Coverage Size Value list +{SEVERAL} 2890 0.487517 1 SEVERAL +{SOLITARY, ABUNDANT} 1544 0.260459 2 SOLITARY ABUNDANT +{SCATTERED} 966 0.162955 1 SCATTERED +{NUMEROUS} 284 0.0479082 1 NUMEROUS +{CLUSTERED} 244 0.0411606 1 CLUSTERED * +StalkSurfaceAboveRing +Group Frequency Coverage Size Value list +{SMOOTH} 3753 0.633097 1 SMOOTH +{SILKY} 1653 0.278846 1 SILKY +{FIBROUS, SCALY} 522 0.0880567 2 FIBROUS SCALY * + +Cell frequencies + StalkSurfaceAboveRing +Population {SMOOTH} {SILKY} {FIBROUS, SCALY} Total Coverage +{SEVERAL} 1720 1084 86 2890 0.487517 +{SOLITARY, ABUNDANT} 913 438 193 1544 0.260459 +{SCATTERED} 679 49 238 966 0.162955 +{NUMEROUS} 235 49 0 284 0.0479082 +{CLUSTERED} 206 33 5 244 0.0411606 +Total 3753 1653 522 5928 +Coverage 0.633097 0.278846 0.0880567 + +Cells 14 +Cell Id Population StalkSurfaceAboveRing EDIBLE POISONOUS Interest Frequency Coverage +C6 {SEVERAL} {SILKY} 0 1 0.361284 1084 0.182861 +C2 {SOLITARY, ABUNDANT} {SMOOTH} 1 0 0.249413 913 0.154015 +C7 {SOLITARY, ABUNDANT} {SILKY} 0 1 0.14598 438 0.0738866 +C4 {NUMEROUS} {SMOOTH} 1 0 0.0641972 235 0.0396424 +C12 {SOLITARY, ABUNDANT} {FIBROUS, SCALY} 1 0 0.0527237 193 0.0325574 +C5 {CLUSTERED} {SMOOTH} 0.975728 0.0242718 0.0463165 206 0.0347503 +C13 {SCATTERED} {FIBROUS, SCALY} 0.806723 0.193277 0.0168401 238 0.0401484 +C3 {SCATTERED} {SMOOTH} 0.698085 0.301915 0.0164988 679 0.114541 +C8 {SCATTERED} {SILKY} 1 0 0.0133858 49 0.00826586 +C9 {NUMEROUS} {SILKY} 1 0 0.0133858 49 0.00826586 +C10 {CLUSTERED} {SILKY} 0 1 0.0109985 33 0.0055668 +C11 {SEVERAL} {FIBROUS, SCALY} 0.313953 0.686047 0.00370984 86 0.0145074 +C1 {SEVERAL} {SMOOTH} 0.485465 0.514535 0.00359993 1720 0.290148 +C15 {CLUSTERED} {FIBROUS, SCALY} 0 1 0.00166644 5 0.000843455 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R11 +Variables + Type Name + Categorical CapColor + Categorical CapShape + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{GRAY, WHITE, CINNAMON} 2247 0.379049 3 GRAY WHITE CINNAMON +{BROWN} 1624 0.273954 1 BROWN +{RED} 1074 0.181174 1 RED +{YELLOW} 733 0.12365 1 YELLOW +{BUFF, PINK} 227 0.0382928 2 BUFF PINK +{PURPLE, GREEN} 23 0.00387989 2 PURPLE GREEN * +CapShape +Group Frequency Coverage Size Value list +{CONVEX} 2705 0.456309 1 CONVEX +{FLAT, CONICAL} 2300 0.387989 2 FLAT CONICAL * +{KNOBBED} 587 0.0990216 1 KNOBBED +{BELL, SUNKEN} 336 0.0566802 2 BELL SUNKEN + +Cell frequencies + CapShape +CapColor {CONVEX} {FLAT, CONICAL} {KNOBBED} {BELL, SUNKEN} Total Coverage +{GRAY, WHITE, CINNAMON} 1121 869 74 183 2247 0.379049 +{BROWN} 650 654 271 49 1624 0.273954 +{RED} 438 417 219 0 1074 0.181174 +{YELLOW} 374 272 2 85 733 0.12365 +{BUFF, PINK} 110 77 21 19 227 0.0382928 +{PURPLE, GREEN} 12 11 0 0 23 0.00387989 +Total 2705 2300 587 336 5928 +Coverage 0.456309 0.387989 0.0990216 0.0566802 + +Cells 21 +Cell Id CapColor CapShape EDIBLE POISONOUS Interest Frequency Coverage +C15 {RED} {KNOBBED} 0.0273973 0.972603 0.238319 219 0.0369433 +C10 {YELLOW} {FLAT, CONICAL} 0.158088 0.841912 0.142695 272 0.0458839 +C19 {GRAY, WHITE, CINNAMON} {BELL, SUNKEN} 0.945355 0.0546448 0.132369 183 0.0308704 +C14 {BROWN} {KNOBBED} 0.221402 0.778598 0.0953086 271 0.0457152 +C22 {YELLOW} {BELL, SUNKEN} 0.964706 0.0352941 0.0697285 85 0.0143387 +C13 {GRAY, WHITE, CINNAMON} {KNOBBED} 0.959459 0.0405405 0.0586449 74 0.0124831 +C20 {BROWN} {BELL, SUNKEN} 0.959184 0.0408163 0.0387624 49 0.00826586 +C5 {BUFF, PINK} {CONVEX} 0.236364 0.763636 0.0348718 110 0.018556 +C1 {GRAY, WHITE, CINNAMON} {CONVEX} 0.620874 0.379126 0.0292378 1121 0.189103 +C4 {YELLOW} {CONVEX} 0.390374 0.609626 0.0267355 374 0.0630904 +C23 {BUFF, PINK} {BELL, SUNKEN} 0 1 0.0248872 19 0.00320513 +C17 {BUFF, PINK} {KNOBBED} 1 0 0.022546 21 0.00354251 +C7 {GRAY, WHITE, CINNAMON} {FLAT, CONICAL} 0.611047 0.388953 0.0177694 869 0.146592 +C2 {BROWN} {CONVEX} 0.615385 0.384615 0.0148515 650 0.109649 +C6 {PURPLE, GREEN} {CONVEX} 1 0 0.0128835 12 0.00202429 +C12 {PURPLE, GREEN} {FLAT, CONICAL} 1 0 0.0118098 11 0.0018556 +C11 {BUFF, PINK} {FLAT, CONICAL} 0.324675 0.675325 0.0117884 77 0.0129892 +C8 {BROWN} {FLAT, CONICAL} 0.600917 0.399083 0.0100516 654 0.110324 +C16 {YELLOW} {KNOBBED} 0 1 0.00261971 2 0.000337382 +C9 {RED} {FLAT, CONICAL} 0.494005 0.505995 0.00233828 417 0.0703441 +C3 {RED} {CONVEX} 0.5 0.5 0.00178176 438 0.0738866 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R12 +Variables + Type Name + Categorical Population + Categorical StalkColorBelowRing + +Variables stats +Population +Group Frequency Coverage Size Value list +{SEVERAL} 2890 0.487517 1 SEVERAL +{SOLITARY} 2072 0.349528 4 SOLITARY * +{SCATTERED} 966 0.162955 1 SCATTERED +StalkColorBelowRing +Group Frequency Coverage Size Value list +{WHITE} 3303 0.557186 1 WHITE +{PINK} 1312 0.221323 1 PINK +{GRAY, ORANGE, RED} 600 0.101215 3 GRAY ORANGE RED +{BROWN} 363 0.0612348 1 BROWN +{BUFF, CINNAMON, YELLOW} 350 0.0590418 3 BUFF CINNAMON YELLOW * + +Cell frequencies + StalkColorBelowRing +Population {WHITE} {PINK} {GRAY, ORANGE, RED} {BROWN} {BUFF, CINNAMON, YELLOW} Total Coverage +{SEVERAL} 1279 961 268 213 169 2890 0.487517 +{SOLITARY} 1058 351 332 150 181 2072 0.349528 +{SCATTERED} 966 0 0 0 0 966 0.162955 +Total 3303 1312 600 363 350 5928 +Coverage 0.557186 0.221323 0.101215 0.0612348 0.0590418 + +Cells 11 +Cell Id Population StalkColorBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C2 {SOLITARY} {WHITE} 0.995274 0.0047259 0.336455 1058 0.178475 +C4 {SEVERAL} {PINK} 0.213319 0.786681 0.110902 961 0.162112 +C8 {SOLITARY} {GRAY, ORANGE, RED} 1 0 0.110772 332 0.0560054 +C1 {SEVERAL} {WHITE} 0.262705 0.737295 0.103771 1279 0.215756 +C7 {SEVERAL} {GRAY, ORANGE, RED} 1 0 0.089418 268 0.0452092 +C14 {SOLITARY} {BUFF, CINNAMON, YELLOW} 0 1 0.0736784 181 0.0305331 +C13 {SEVERAL} {BUFF, CINNAMON, YELLOW} 0 1 0.0687937 169 0.0285088 +C3 {SCATTERED} {WHITE} 0.740166 0.259834 0.0460507 966 0.162955 +C11 {SOLITARY} {BROWN} 0.0666667 0.933333 0.040762 150 0.0253036 +C10 {SEVERAL} {BROWN} 0.248826 0.751174 0.0191802 213 0.0359312 +C5 {SOLITARY} {PINK} 0.558405 0.441595 0.00021675 351 0.0592105 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R13 +Variables + Type Name + Categorical CapShape + Categorical CapSurface + +Variables stats +CapShape +Group Frequency Coverage Size Value list +{CONVEX, FLAT} 5003 0.843961 2 CONVEX FLAT +{KNOBBED, CONICAL} 589 0.099359 2 KNOBBED CONICAL * +{BELL, SUNKEN} 336 0.0566802 2 BELL SUNKEN +CapSurface +Group Frequency Coverage Size Value list +{SCALY, GROOVES} 2285 0.385459 2 SCALY GROOVES * +{SMOOTH} 1932 0.325911 1 SMOOTH +{FIBROUS} 1711 0.28863 1 FIBROUS + +Cell frequencies + CapSurface +CapShape {SCALY, GROOVES} {SMOOTH} {FIBROUS} Total Coverage +{CONVEX, FLAT} 1911 1471 1621 5003 0.843961 +{KNOBBED, CONICAL} 263 288 38 589 0.099359 +{BELL, SUNKEN} 111 173 52 336 0.0566802 +Total 2285 1932 1711 5928 +Coverage 0.385459 0.325911 0.28863 + +Cells 9 +Cell Id CapShape CapSurface EDIBLE POISONOUS Interest Frequency Coverage +C2 {KNOBBED, CONICAL} {SCALY, GROOVES} 0.121673 0.878327 0.282926 263 0.0443657 +C7 {CONVEX, FLAT} {FIBROUS} 0.681061 0.318939 0.205557 1621 0.273448 +C6 {BELL, SUNKEN} {SMOOTH} 0.919075 0.0809249 0.175893 173 0.0291835 +C5 {KNOBBED, CONICAL} {SMOOTH} 0.315972 0.684028 0.0797027 288 0.048583 +C9 {BELL, SUNKEN} {FIBROUS} 0.980769 0.0192308 0.0791749 52 0.00877193 +C3 {BELL, SUNKEN} {SCALY, GROOVES} 0.828829 0.171171 0.0608848 111 0.0187247 +C4 {CONVEX, FLAT} {SMOOTH} 0.452753 0.547247 0.0560103 1471 0.248144 +C8 {KNOBBED, CONICAL} {FIBROUS} 0.921053 0.0789474 0.0391292 38 0.00641026 +C1 {CONVEX, FLAT} {SCALY, GROOVES} 0.490842 0.509158 0.0207215 1911 0.322368 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R14 +Variables + Type Name + Categorical Population + Categorical StalkColorAboveRing + +Variables stats +Population +Group Frequency Coverage Size Value list +{SEVERAL} 2890 0.487517 1 SEVERAL +{SOLITARY} 2072 0.349528 4 SOLITARY * +{SCATTERED} 966 0.162955 1 SCATTERED +StalkColorAboveRing +Group Frequency Coverage Size Value list +{WHITE} 3361 0.56697 1 WHITE +{PINK} 1314 0.22166 1 PINK +{BROWN, BUFF, CINNAMON, ...} 638 0.107625 4 BROWN BUFF CINNAMON YELLOW * +{GRAY, ORANGE, RED} 615 0.103745 3 GRAY ORANGE RED + +Cell frequencies + StalkColorAboveRing +Population {WHITE} {PINK} {BROWN, BUFF, CINNAMON, ...} {GRAY, ORANGE, RED} Total Coverage +{SEVERAL} 1343 975 299 273 2890 0.487517 +{SOLITARY} 1052 339 339 342 2072 0.349528 +{SCATTERED} 966 0 0 0 966 0.162955 +Total 3361 1314 638 615 5928 +Coverage 0.56697 0.22166 0.107625 0.103745 + +Cells 9 +Cell Id Population StalkColorAboveRing EDIBLE POISONOUS Interest Frequency Coverage +C2 {SOLITARY} {WHITE} 0.995247 0.00475285 0.325798 1052 0.177463 +C7 {SEVERAL} {BROWN, BUFF, CINNAMON, ...} 0 1 0.118557 299 0.0504386 +C4 {SEVERAL} {PINK} 0.209231 0.790769 0.11261 975 0.164474 +C11 {SOLITARY} {GRAY, ORANGE, RED} 1 0 0.11115 342 0.0576923 +C8 {SOLITARY} {BROWN, BUFF, CINNAMON, ...} 0.0294985 0.970501 0.110317 339 0.0571862 +C10 {SEVERAL} {GRAY, ORANGE, RED} 1 0 0.0887251 273 0.0460526 +C1 {SEVERAL} {WHITE} 0.286672 0.713328 0.0876232 1343 0.226552 +C3 {SCATTERED} {WHITE} 0.740166 0.259834 0.044857 966 0.162955 +C5 {SOLITARY} {PINK} 0.566372 0.433628 0.000362207 339 0.0571862 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R15 +Variables + Type Name + Categorical GillColor + Categorical StalkColorBelowRing + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{WHITE, PURPLE, YELLOW, ...} 1344 0.226721 4 WHITE PURPLE YELLOW ORANGE +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{BROWN, BLACK, RED} 1169 0.1972 3 BROWN BLACK RED +{PINK} 1080 0.182186 1 PINK +{CHOCOLATE, GRAY} 1076 0.181511 2 CHOCOLATE GRAY +StalkColorBelowRing +Group Frequency Coverage Size Value list +{WHITE} 3303 0.557186 1 WHITE +{PINK, ORANGE, RED} 1518 0.256073 3 PINK ORANGE RED +{BROWN, BUFF} 664 0.112011 2 BROWN BUFF +{GRAY} 394 0.0664642 1 GRAY +{CINNAMON, YELLOW} 49 0.00826586 2 CINNAMON YELLOW * + +Cell frequencies + StalkColorBelowRing +GillColor {WHITE} {PINK, ORANGE, RED} {BROWN, BUFF} {GRAY} {CINNAMON, YELLOW} Total Coverage +{WHITE, PURPLE, YELLOW, ...} 677 341 70 207 49 1344 0.226721 +{BUFF, GREEN} 642 617 0 0 0 1259 0.212382 +{BROWN, BLACK, RED} 909 167 0 93 0 1169 0.1972 +{PINK} 592 199 195 94 0 1080 0.182186 +{CHOCOLATE, GRAY} 483 194 399 0 0 1076 0.181511 +Total 3303 1518 664 394 49 5928 +Coverage 0.557186 0.256073 0.112011 0.0664642 0.00826586 + +Cells 17 +Cell Id GillColor StalkColorBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C2 {BUFF, GREEN} {WHITE} 0 1 0.189436 642 0.1083 +C7 {BUFF, GREEN} {PINK, ORANGE, RED} 0 1 0.182059 617 0.104082 +C15 {CHOCOLATE, GRAY} {BROWN, BUFF} 0 1 0.117734 399 0.0673077 +C3 {BROWN, BLACK, RED} {WHITE} 0.860286 0.139714 0.0847002 909 0.15334 +C6 {WHITE, PURPLE, YELLOW, ...} {PINK, ORANGE, RED} 1 0 0.0824727 341 0.0575236 +C14 {PINK} {BROWN, BUFF} 0 1 0.057539 195 0.0328947 +C10 {CHOCOLATE, GRAY} {PINK, ORANGE, RED} 0 1 0.0572439 194 0.032726 +C16 {WHITE, PURPLE, YELLOW, ...} {GRAY} 1 0 0.0500641 207 0.034919 +C8 {BROWN, BLACK, RED} {PINK, ORANGE, RED} 1 0 0.0403898 167 0.0281714 +C4 {PINK} {WHITE} 0.768581 0.231419 0.026851 592 0.099865 +C1 {WHITE, PURPLE, YELLOW, ...} {WHITE} 0.747415 0.252585 0.0251523 677 0.114204 +C19 {PINK} {GRAY} 1 0 0.0227344 94 0.015857 +C18 {BROWN, BLACK, RED} {GRAY} 1 0 0.0224925 93 0.0156883 +C5 {CHOCOLATE, GRAY} {WHITE} 0.747412 0.252588 0.0179442 483 0.0814777 +C21 {WHITE, PURPLE, YELLOW, ...} {CINNAMON, YELLOW} 0 1 0.0144585 49 0.00826586 +C11 {WHITE, PURPLE, YELLOW, ...} {BROWN, BUFF} 0.9 0.1 0.0085189 70 0.0118084 +C9 {PINK} {PINK, ORANGE, RED} 0.497487 0.502513 0.000209939 199 0.0335695 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R16 +Variables + Type Name + Categorical GillColor + Categorical RingType + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{PINK, GRAY, BLACK, ...} 2008 0.338731 4 PINK GRAY BLACK RED +{BUFF, YELLOW, ORANGE} 1361 0.229588 3 BUFF YELLOW ORANGE +{BROWN, PURPLE} 1110 0.187247 2 BROWN PURPLE +{WHITE} 872 0.147099 1 WHITE +{CHOCOLATE, GREEN} 577 0.0973347 2 CHOCOLATE GREEN * +RingType +Group Frequency Coverage Size Value list +{PENDANT} 2787 0.470142 1 PENDANT +{EVANESCENT, FLARING} 2220 0.374494 2 EVANESCENT FLARING +{LARGE, NONE} 921 0.155364 2 LARGE NONE * + +Cell frequencies + RingType +GillColor {PENDANT} {EVANESCENT, FLARING} {LARGE, NONE} Total Coverage +{PINK, GRAY, BLACK, ...} 977 445 586 2008 0.338731 +{BUFF, YELLOW, ORANGE} 100 1243 18 1361 0.229588 +{BROWN, PURPLE} 914 196 0 1110 0.187247 +{WHITE} 710 147 15 872 0.147099 +{CHOCOLATE, GREEN} 86 189 302 577 0.0973347 +Total 2787 2220 921 5928 +Coverage 0.470142 0.374494 0.155364 + +Cells 14 +Cell Id GillColor RingType EDIBLE POISONOUS Interest Frequency Coverage +C7 {BUFF, YELLOW, ORANGE} {EVANESCENT, FLARING} 0 1 0.339664 1243 0.209683 +C11 {PINK, GRAY, BLACK, ...} {LARGE, NONE} 0 1 0.160131 586 0.0988529 +C6 {PINK, GRAY, BLACK, ...} {EVANESCENT, FLARING} 1 0 0.0996705 445 0.0750675 +C3 {BROWN, PURPLE} {PENDANT} 0.870897 0.129103 0.084851 914 0.154184 +C15 {CHOCOLATE, GREEN} {LARGE, NONE} 0 1 0.0825249 302 0.0509447 +C8 {BROWN, PURPLE} {EVANESCENT, FLARING} 1 0 0.0438998 196 0.0330634 +C10 {CHOCOLATE, GREEN} {EVANESCENT, FLARING} 1 0 0.0423319 189 0.0318826 +C4 {WHITE} {PENDANT} 0.809859 0.190141 0.042225 710 0.119771 +C1 {PINK, GRAY, BLACK, ...} {PENDANT} 0.758444 0.241556 0.0373764 977 0.164811 +C5 {CHOCOLATE, GREEN} {PENDANT} 0 1 0.0235005 86 0.0145074 +C2 {BUFF, YELLOW, ORANGE} {PENDANT} 1 0 0.0223979 100 0.0168691 +C9 {WHITE} {EVANESCENT, FLARING} 0.857143 0.142857 0.0124097 147 0.0247976 +C12 {BUFF, YELLOW, ORANGE} {LARGE, NONE} 0 1 0.0049187 18 0.00303644 +C14 {WHITE} {LARGE, NONE} 0 1 0.00409892 15 0.00253036 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R17 +Variables + Type Name + Categorical Population + Categorical SporePrintColor + +Variables stats +Population +Group Frequency Coverage Size Value list +{SEVERAL} 2890 0.487517 1 SEVERAL +{SOLITARY, ABUNDANT, NUMEROUS} 1828 0.308367 3 SOLITARY ABUNDANT NUMEROUS +{SCATTERED} 966 0.162955 1 SCATTERED +{CLUSTERED} 244 0.0411606 1 CLUSTERED * +SporePrintColor +Group Frequency Coverage Size Value list +{BROWN, BLACK} 2894 0.488192 2 BROWN BLACK +{WHITE} 1711 0.28863 1 WHITE +{CHOCOLATE, GREEN} 1183 0.199561 2 CHOCOLATE GREEN +{BUFF, ORANGE, PURPLE, ...} 140 0.0236167 4 BUFF ORANGE PURPLE YELLOW * + +Cell frequencies + SporePrintColor +Population {BROWN, BLACK} {WHITE} {CHOCOLATE, GREEN} {BUFF, ORANGE, PURPLE, ...} Total Coverage +{SEVERAL} 855 1321 629 85 2890 0.487517 +{SOLITARY, ABUNDANT, NUMEROUS} 1255 117 456 0 1828 0.308367 +{SCATTERED} 767 101 98 0 966 0.162955 +{CLUSTERED} 17 172 0 55 244 0.0411606 +Total 2894 1711 1183 140 5928 +Coverage 0.488192 0.28863 0.199561 0.0236167 + +Cells 13 +Cell Id Population SporePrintColor EDIBLE POISONOUS Interest Frequency Coverage +C2 {SOLITARY, ABUNDANT, NUMEROUS} {BROWN, BLACK} 1 0 0.281541 1255 0.211707 +C5 {SEVERAL} {WHITE} 0.0469341 0.953066 0.268922 1321 0.222841 +C9 {SEVERAL} {CHOCOLATE, GREEN} 0.0302067 0.969793 0.140712 629 0.106107 +C10 {SOLITARY, ABUNDANT, NUMEROUS} {CHOCOLATE, GREEN} 0.0394737 0.960526 0.0967723 456 0.0769231 +C1 {SEVERAL} {BROWN, BLACK} 0.814035 0.185965 0.052623 855 0.144231 +C3 {SCATTERED} {BROWN, BLACK} 0.800522 0.199478 0.0424022 767 0.129386 +C11 {SCATTERED} {CHOCOLATE, GREEN} 0 1 0.0268223 98 0.0165317 +C6 {SOLITARY, ABUNDANT, NUMEROUS} {WHITE} 1 0 0.0262473 117 0.0197368 +C7 {SCATTERED} {WHITE} 1 0 0.0226579 101 0.0170378 +C13 {SEVERAL} {BUFF, ORANGE, PURPLE, ...} 1 0 0.0190685 85 0.0143387 +C16 {CLUSTERED} {BUFF, ORANGE, PURPLE, ...} 1 0 0.0123385 55 0.009278 +C8 {CLUSTERED} {WHITE} 0.75 0.25 0.00607919 172 0.0290148 +C4 {CLUSTERED} {BROWN, BLACK} 1 0 0.00381371 17 0.00286775 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R18 +Variables + Type Name + Categorical GillColor + Categorical Population + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{WHITE, BROWN} 1630 0.274966 2 WHITE BROWN +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{PINK} 1080 0.182186 1 PINK +{CHOCOLATE, GRAY} 1076 0.181511 2 CHOCOLATE GRAY +{PURPLE} 352 0.0593792 1 PURPLE +{BLACK} 346 0.0583671 1 BLACK +{RED, ORANGE} 116 0.0195682 2 RED ORANGE +{YELLOW} 69 0.0116397 1 YELLOW +Population +Group Frequency Coverage Size Value list +{SEVERAL} 2890 0.487517 1 SEVERAL +{SCATTERED, CLUSTERED} 1210 0.204116 2 SCATTERED CLUSTERED * +{SOLITARY} 1178 0.198718 1 SOLITARY +{ABUNDANT, NUMEROUS} 650 0.109649 2 ABUNDANT NUMEROUS + +Cell frequencies + Population +GillColor {SEVERAL} {SCATTERED, CLUSTERED} {SOLITARY} {ABUNDANT, NUMEROUS} Total Coverage +{WHITE, BROWN} 594 445 368 223 1630 0.274966 +{BUFF, GREEN} 1259 0 0 0 1259 0.212382 +{PINK} 403 212 335 130 1080 0.182186 +{CHOCOLATE, GRAY} 379 228 311 158 1076 0.181511 +{PURPLE} 178 18 156 0 352 0.0593792 +{BLACK} 31 168 8 139 346 0.0583671 +{RED, ORANGE} 23 93 0 0 116 0.0195682 +{YELLOW} 23 46 0 0 69 0.0116397 +Total 2890 1210 1178 650 5928 +Coverage 0.487517 0.204116 0.198718 0.109649 + +Cells 24 +Cell Id GillColor Population EDIBLE POISONOUS Interest Frequency Coverage +C2 {BUFF, GREEN} {SEVERAL} 0 1 0.390285 1259 0.212382 +C4 {CHOCOLATE, GRAY} {SEVERAL} 0.0290237 0.970976 0.0966893 379 0.0639339 +C17 {WHITE, BROWN} {SOLITARY} 1 0 0.0935045 368 0.0620783 +C20 {CHOCOLATE, GRAY} {SOLITARY} 0.0546624 0.945338 0.0687195 311 0.0524629 +C25 {WHITE, BROWN} {ABUNDANT, NUMEROUS} 1 0 0.0566617 223 0.0376181 +C28 {CHOCOLATE, GRAY} {ABUNDANT, NUMEROUS} 1 0 0.040146 158 0.0266532 +C21 {PURPLE} {SOLITARY} 1 0 0.0396378 156 0.0263158 +C30 {BLACK} {ABUNDANT, NUMEROUS} 1 0 0.0353183 139 0.023448 +C27 {PINK} {ABUNDANT, NUMEROUS} 1 0 0.0330315 130 0.0219298 +C1 {WHITE, BROWN} {SEVERAL} 0.765993 0.234007 0.0276467 594 0.100202 +C15 {RED, ORANGE} {SCATTERED, CLUSTERED} 1 0 0.0236302 93 0.0156883 +C5 {PURPLE} {SEVERAL} 0.898876 0.101124 0.0225915 178 0.030027 +C14 {BLACK} {SCATTERED, CLUSTERED} 0.863095 0.136905 0.0167697 168 0.0283401 +C9 {WHITE, BROWN} {SCATTERED, CLUSTERED} 0.74382 0.25618 0.016761 445 0.0750675 +C12 {CHOCOLATE, GRAY} {SCATTERED, CLUSTERED} 0.767544 0.232456 0.0107627 228 0.0384615 +C7 {RED, ORANGE} {SEVERAL} 1 0 0.00584403 23 0.00387989 +C8 {YELLOW} {SEVERAL} 1 0 0.00584403 23 0.00387989 +C13 {PURPLE} {SCATTERED, CLUSTERED} 0 1 0.00557993 18 0.00303644 +C11 {PINK} {SCATTERED, CLUSTERED} 0.688679 0.311321 0.00424296 212 0.0357625 +C3 {PINK} {SEVERAL} 0.449132 0.550868 0.0023813 403 0.0679825 +C22 {BLACK} {SOLITARY} 1 0 0.00203271 8 0.00134953 +C6 {BLACK} {SEVERAL} 0.290323 0.709677 0.00153351 31 0.00522942 +C19 {PINK} {SOLITARY} 0.570149 0.429851 0.000350083 335 0.0565115 +C16 {YELLOW} {SCATTERED, CLUSTERED} 0.565217 0.434783 3.56941e-05 46 0.00775978 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R19 +Variables + Type Name + Categorical GillColor + Categorical StalkColorAboveRing + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{WHITE, PURPLE, YELLOW, ...} 1344 0.226721 4 WHITE PURPLE YELLOW ORANGE +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{BROWN, BLACK, RED} 1169 0.1972 3 BROWN BLACK RED +{PINK} 1080 0.182186 1 PINK +{CHOCOLATE, GRAY} 1076 0.181511 2 CHOCOLATE GRAY +StalkColorAboveRing +Group Frequency Coverage Size Value list +{WHITE} 3361 0.56697 1 WHITE +{PINK} 1314 0.22166 1 PINK +{GRAY, ORANGE, RED} 615 0.103745 3 GRAY ORANGE RED +{BROWN, BUFF} 600 0.101215 2 BROWN BUFF +{CINNAMON, YELLOW} 38 0.00641026 2 CINNAMON YELLOW * + +Cell frequencies + StalkColorAboveRing +GillColor {WHITE} {PINK} {GRAY, ORANGE, RED} {BROWN, BUFF} {CINNAMON, YELLOW} Total Coverage +{WHITE, PURPLE, YELLOW, ...} 745 208 343 10 38 1344 0.226721 +{BUFF, GREEN} 639 620 0 0 0 1259 0.212382 +{BROWN, BLACK, RED} 901 94 174 0 0 1169 0.1972 +{PINK} 593 195 98 194 0 1080 0.182186 +{CHOCOLATE, GRAY} 483 197 0 396 0 1076 0.181511 +Total 3361 1314 615 600 38 5928 +Coverage 0.56697 0.22166 0.103745 0.101215 0.00641026 + +Cells 17 +Cell Id GillColor StalkColorAboveRing EDIBLE POISONOUS Interest Frequency Coverage +C2 {BUFF, GREEN} {WHITE} 0 1 0.189481 639 0.107794 +C7 {BUFF, GREEN} {PINK} 0 1 0.183847 620 0.104588 +C20 {CHOCOLATE, GRAY} {BROWN, BUFF} 0 1 0.117425 396 0.0668016 +C3 {BROWN, BLACK, RED} {WHITE} 0.859046 0.140954 0.0836431 901 0.151991 +C11 {WHITE, PURPLE, YELLOW, ...} {GRAY, ORANGE, RED} 1 0 0.0833658 343 0.057861 +C10 {CHOCOLATE, GRAY} {PINK} 0 1 0.058416 197 0.0332321 +C19 {PINK} {BROWN, BUFF} 0 1 0.0575264 194 0.032726 +C6 {WHITE, PURPLE, YELLOW, ...} {PINK} 1 0 0.0505542 208 0.0350877 +C13 {BROWN, BLACK, RED} {GRAY, ORANGE, RED} 1 0 0.0422905 174 0.0293522 +C1 {WHITE, PURPLE, YELLOW, ...} {WHITE} 0.746309 0.253691 0.0275135 745 0.125675 +C4 {PINK} {WHITE} 0.768971 0.231029 0.0271245 593 0.100034 +C14 {PINK} {GRAY, ORANGE, RED} 1 0 0.0238188 98 0.0165317 +C8 {BROWN, BLACK, RED} {PINK} 1 0 0.0228466 94 0.015857 +C5 {CHOCOLATE, GRAY} {WHITE} 0.747412 0.252588 0.0180327 483 0.0814777 +C21 {WHITE, PURPLE, YELLOW, ...} {CINNAMON, YELLOW} 0 1 0.0112681 38 0.00641026 +C16 {WHITE, PURPLE, YELLOW, ...} {BROWN, BUFF} 1 0 0.00243049 10 0.00168691 +C9 {PINK} {PINK} 0.482051 0.517949 0.000415499 195 0.0328947 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R20 +Variables + Type Name + Categorical RingType + Categorical StalkColorBelowRing + +Variables stats +RingType +Group Frequency Coverage Size Value list +{PENDANT} 2787 0.470142 1 PENDANT +{EVANESCENT, NONE} 2216 0.373819 2 EVANESCENT NONE * +{LARGE, FLARING} 925 0.156039 2 LARGE FLARING +StalkColorBelowRing +Group Frequency Coverage Size Value list +{WHITE} 3303 0.557186 1 WHITE +{PINK, GRAY, BUFF, ...} 2198 0.370783 6 PINK GRAY BUFF ORANGE CINNAMON YELLOW * +{BROWN, RED} 427 0.072031 2 BROWN RED + +Cell frequencies + StalkColorBelowRing +RingType {WHITE} {PINK, GRAY, BUFF, ...} {BROWN, RED} Total Coverage +{PENDANT} 1840 937 10 2787 0.470142 +{EVANESCENT, NONE} 1426 666 124 2216 0.373819 +{LARGE, FLARING} 37 595 293 925 0.156039 +Total 3303 2198 427 5928 +Coverage 0.557186 0.370783 0.072031 + +Cells 9 +Cell Id RingType StalkColorBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C4 {PENDANT} {PINK, GRAY, BUFF, ...} 1 0 0.301405 937 0.158063 +C5 {EVANESCENT, NONE} {PINK, GRAY, BUFF, ...} 0 1 0.26137 666 0.112348 +C6 {LARGE, FLARING} {PINK, GRAY, BUFF, ...} 0 1 0.233507 595 0.100371 +C9 {LARGE, FLARING} {BROWN, RED} 0 1 0.114987 293 0.0494265 +C1 {PENDANT} {WHITE} 0.6875 0.3125 0.0458927 1840 0.310391 +C8 {EVANESCENT, NONE} {BROWN, RED} 0.943548 0.0564516 0.026563 124 0.0209177 +C3 {LARGE, FLARING} {WHITE} 1 0 0.0119018 37 0.00624157 +C7 {PENDANT} {BROWN, RED} 1 0 0.0032167 10 0.00168691 +C2 {EVANESCENT, NONE} {WHITE} 0.562412 0.437588 0.00115689 1426 0.240553 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R21 +Variables + Type Name + Categorical RingType + Categorical StalkSurfaceBelowRing + +Variables stats +RingType +Group Frequency Coverage Size Value list +{EVANESCENT, LARGE, FLARING, ...} 3141 0.529858 4 EVANESCENT LARGE FLARING NONE * +{PENDANT} 2787 0.470142 1 PENDANT +StalkSurfaceBelowRing +Group Frequency Coverage Size Value list +{SMOOTH} 3587 0.605094 1 SMOOTH +{SILKY, SCALY} 1797 0.303138 2 SILKY SCALY * +{FIBROUS} 544 0.0917679 1 FIBROUS + +Cell frequencies + StalkSurfaceBelowRing +RingType {SMOOTH} {SILKY, SCALY} {FIBROUS} Total Coverage +{EVANESCENT, LARGE, FLARING, ...} 1139 1561 441 3141 0.529858 +{PENDANT} 2448 236 103 2787 0.470142 +Total 3587 1797 544 5928 +Coverage 0.605094 0.303138 0.0917679 + +Cells 6 +Cell Id RingType StalkSurfaceBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C3 {EVANESCENT, LARGE, FLARING, ...} {SILKY, SCALY} 0 1 0.565428 1561 0.263327 +C2 {PENDANT} {SMOOTH} 0.80719 0.19281 0.188949 2448 0.412955 +C5 {EVANESCENT, LARGE, FLARING, ...} {FIBROUS} 1 0 0.130931 441 0.0743927 +C4 {PENDANT} {SILKY, SCALY} 1 0 0.0700672 236 0.0398111 +C6 {PENDANT} {FIBROUS} 0 1 0.0373088 103 0.0173752 +C1 {EVANESCENT, LARGE, FLARING, ...} {SMOOTH} 0.452151 0.547849 0.00731666 1139 0.192139 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R22 +Variables + Type Name + Categorical RingType + Categorical StalkColorAboveRing + +Variables stats +RingType +Group Frequency Coverage Size Value list +{EVANESCENT, LARGE, NONE} 3104 0.523617 3 EVANESCENT LARGE NONE * +{PENDANT} 2787 0.470142 1 PENDANT +{FLARING} 37 0.00624157 1 FLARING +StalkColorAboveRing +Group Frequency Coverage Size Value list +{WHITE} 3361 0.56697 1 WHITE +{PINK, GRAY, BROWN, ...} 2504 0.422402 7 PINK GRAY BROWN BUFF ORANGE CINNAMON YELLOW * +{RED} 63 0.0106275 1 RED + +Cell frequencies + StalkColorAboveRing +RingType {WHITE} {PINK, GRAY, BROWN, ...} {RED} Total Coverage +{EVANESCENT, LARGE, NONE} 1495 1546 63 3104 0.523617 +{PENDANT} 1829 958 0 2787 0.470142 +{FLARING} 37 0 0 37 0.00624157 +Total 3361 2504 63 5928 +Coverage 0.56697 0.422402 0.0106275 + +Cells 6 +Cell Id RingType StalkColorAboveRing EDIBLE POISONOUS Interest Frequency Coverage +C4 {EVANESCENT, LARGE, NONE} {PINK, GRAY, BROWN, ...} 0 1 0.610519 1546 0.260796 +C5 {PENDANT} {PINK, GRAY, BROWN, ...} 1 0 0.310087 958 0.161606 +C2 {PENDANT} {WHITE} 0.685621 0.314379 0.0447561 1829 0.308536 +C7 {EVANESCENT, LARGE, NONE} {RED} 1 0 0.0203919 63 0.0106275 +C3 {FLARING} {WHITE} 1 0 0.0119762 37 0.00624157 +C1 {EVANESCENT, LARGE, NONE} {WHITE} 0.572575 0.427425 0.00227039 1495 0.252193 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R23 +Variables + Type Name + Categorical RingType + Categorical StalkSurfaceAboveRing + +Variables stats +RingType +Group Frequency Coverage Size Value list +{EVANESCENT, LARGE, NONE} 3104 0.523617 3 EVANESCENT LARGE NONE * +{PENDANT} 2787 0.470142 1 PENDANT +{FLARING} 37 0.00624157 1 FLARING +StalkSurfaceAboveRing +Group Frequency Coverage Size Value list +{SMOOTH} 3753 0.633097 1 SMOOTH +{SILKY, SCALY} 1668 0.281377 2 SILKY SCALY * +{FIBROUS} 507 0.0855263 1 FIBROUS + +Cell frequencies + StalkSurfaceAboveRing +RingType {SMOOTH} {SILKY, SCALY} {FIBROUS} Total Coverage +{EVANESCENT, LARGE, NONE} 1142 1560 402 3104 0.523617 +{PENDANT} 2574 108 105 2787 0.470142 +{FLARING} 37 0 0 37 0.00624157 +Total 3753 1668 507 5928 +Coverage 0.633097 0.281377 0.0855263 + +Cells 7 +Cell Id RingType StalkSurfaceAboveRing EDIBLE POISONOUS Interest Frequency Coverage +C4 {EVANESCENT, LARGE, NONE} {SILKY, SCALY} 0 1 0.57196 1560 0.263158 +C2 {PENDANT} {SMOOTH} 0.817405 0.182595 0.217836 2574 0.434211 +C7 {EVANESCENT, LARGE, NONE} {FIBROUS} 1 0 0.120808 402 0.0678138 +C8 {PENDANT} {FIBROUS} 0 1 0.0384973 105 0.0177126 +C5 {PENDANT} {SILKY, SCALY} 1 0 0.0324558 108 0.0182186 +C3 {FLARING} {SMOOTH} 1 0 0.0111191 37 0.00624157 +C1 {EVANESCENT, LARGE, NONE} {SMOOTH} 0.452715 0.547285 0.00732398 1142 0.192645 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R24 +Variables + Type Name + Categorical GillSize + Categorical Population + +Variables stats +GillSize +Group Frequency Coverage Size Value list +{BROAD} 4121 0.695175 1 BROAD +{NARROW} 1807 0.304825 1 NARROW * +Population +Group Frequency Coverage Size Value list +{SEVERAL} 2890 0.487517 1 SEVERAL +{SCATTERED, CLUSTERED} 1210 0.204116 2 SCATTERED CLUSTERED * +{SOLITARY} 1178 0.198718 1 SOLITARY +{ABUNDANT, NUMEROUS} 650 0.109649 2 ABUNDANT NUMEROUS + +Cell frequencies + Population +GillSize {SEVERAL} {SCATTERED, CLUSTERED} {SOLITARY} {ABUNDANT, NUMEROUS} Total Coverage +{BROAD} 1298 1047 1126 650 4121 0.695175 +{NARROW} 1592 163 52 0 1807 0.304825 +Total 2890 1210 1178 650 5928 +Coverage 0.487517 0.204116 0.198718 0.109649 + +Cells 7 +Cell Id GillSize Population EDIBLE POISONOUS Interest Frequency Coverage +C2 {NARROW} {SEVERAL} 0.109296 0.890704 0.428849 1592 0.268556 +C7 {BROAD} {ABUNDANT, NUMEROUS} 1 0 0.271333 650 0.109649 +C3 {BROAD} {SCATTERED, CLUSTERED} 0.874881 0.125119 0.186121 1047 0.176619 +C4 {NARROW} {SCATTERED, CLUSTERED} 0 1 0.0830134 163 0.0274966 +C6 {NARROW} {SOLITARY} 1 0 0.0217066 52 0.00877193 +C5 {BROAD} {SOLITARY} 0.611012 0.388988 0.008944 1126 0.189946 +C1 {BROAD} {SEVERAL} 0.530046 0.469954 3.31221e-05 1298 0.218961 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R25 +Variables + Type Name + Categorical Bruise + Categorical SporePrintColor + +Variables stats +Bruise +Group Frequency Coverage Size Value list +{NO} 3568 0.601889 1 NO +{BRUISES} 2360 0.398111 1 BRUISES * +SporePrintColor +Group Frequency Coverage Size Value list +{BROWN, BLACK} 2894 0.488192 2 BROWN BLACK +{WHITE, PURPLE} 1745 0.294366 2 WHITE PURPLE +{CHOCOLATE, GREEN} 1183 0.199561 2 CHOCOLATE GREEN +{BUFF, ORANGE, YELLOW} 106 0.0178812 3 BUFF ORANGE YELLOW * + +Cell frequencies + SporePrintColor +Bruise {BROWN, BLACK} {WHITE, PURPLE} {CHOCOLATE, GREEN} {BUFF, ORANGE, YELLOW} Total Coverage +{NO} 979 1558 925 106 3568 0.601889 +{BRUISES} 1915 187 258 0 2360 0.398111 +Total 2894 1745 1183 106 5928 +Coverage 0.488192 0.294366 0.199561 0.0178812 + +Cells 7 +Cell Id Bruise SporePrintColor EDIBLE POISONOUS Interest Frequency Coverage +C2 {BRUISES} {BROWN, BLACK} 0.909138 0.0908616 0.287184 1915 0.323043 +C5 {NO} {CHOCOLATE, GREEN} 0.04 0.96 0.245025 925 0.156039 +C3 {NO} {WHITE, PURPLE} 0.167522 0.832478 0.202109 1558 0.262821 +C1 {NO} {BROWN, BLACK} 0.85904 0.14096 0.105013 979 0.165148 +C6 {BRUISES} {CHOCOLATE, GREEN} 0 1 0.0884007 258 0.0435223 +C4 {BRUISES} {WHITE, PURPLE} 0.973262 0.026738 0.0424995 187 0.0315452 +C7 {NO} {BUFF, ORANGE, YELLOW} 1 0 0.0297694 106 0.0178812 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R26 +Variables + Type Name + Categorical SporePrintColor + Categorical StalkColorBelowRing + +Variables stats +SporePrintColor +Group Frequency Coverage Size Value list +{BROWN} 3034 0.511808 6 BROWN * +{WHITE} 1711 0.28863 1 WHITE +{CHOCOLATE} 1128 0.190283 1 CHOCOLATE +{GREEN} 55 0.009278 1 GREEN +StalkColorBelowRing +Group Frequency Coverage Size Value list +{WHITE} 3303 0.557186 1 WHITE +{PINK, GRAY, BUFF, ...} 2198 0.370783 6 PINK GRAY BUFF ORANGE CINNAMON YELLOW * +{BROWN, RED} 427 0.072031 2 BROWN RED + +Cell frequencies + StalkColorBelowRing +SporePrintColor {WHITE} {PINK, GRAY, BUFF, ...} {BROWN, RED} Total Coverage +{BROWN} 2097 937 0 3034 0.511808 +{WHITE} 911 666 134 1711 0.28863 +{CHOCOLATE} 240 595 293 1128 0.190283 +{GREEN} 55 0 0 55 0.009278 +Total 3303 2198 427 5928 +Coverage 0.557186 0.370783 0.072031 + +Cells 9 +Cell Id SporePrintColor StalkColorBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C5 {BROWN} {PINK, GRAY, BUFF, ...} 1 0 0.233108 937 0.158063 +C6 {WHITE} {PINK, GRAY, BUFF, ...} 0 1 0.202145 666 0.112348 +C1 {BROWN} {WHITE} 0.851216 0.148784 0.188588 2097 0.353745 +C7 {CHOCOLATE} {PINK, GRAY, BUFF, ...} 0 1 0.180595 595 0.100371 +C11 {CHOCOLATE} {BROWN, RED} 0 1 0.0889319 293 0.0494265 +C2 {WHITE} {WHITE} 0.30955 0.69045 0.0372696 911 0.153677 +C3 {CHOCOLATE} {WHITE} 0.154167 0.845833 0.0298575 240 0.0404858 +C10 {WHITE} {BROWN, RED} 0.947761 0.0522388 0.0228102 134 0.0226046 +C4 {GREEN} {WHITE} 0 1 0.0166937 55 0.009278 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R27 +Variables + Type Name + Categorical StalkColorBelowRing + Categorical StalkSurfaceBelowRing + +Variables stats +StalkColorBelowRing +Group Frequency Coverage Size Value list +{WHITE} 3303 0.557186 1 WHITE +{PINK, BUFF, CINNAMON, ...} 1662 0.280364 4 PINK BUFF CINNAMON YELLOW * +{GRAY, BROWN, ORANGE, ...} 963 0.162449 4 GRAY BROWN ORANGE RED +StalkSurfaceBelowRing +Group Frequency Coverage Size Value list +{SMOOTH} 3587 0.605094 1 SMOOTH +{SILKY} 1604 0.27058 1 SILKY +{FIBROUS} 544 0.0917679 1 FIBROUS +{SCALY} 193 0.0325574 1 SCALY * + +Cell frequencies + StalkSurfaceBelowRing +StalkColorBelowRing {SMOOTH} {SILKY} {FIBROUS} {SCALY} Total Coverage +{WHITE} 2250 408 518 127 3303 0.557186 +{PINK, BUFF, CINNAMON, ...} 710 903 0 49 1662 0.280364 +{GRAY, BROWN, ORANGE, ...} 627 293 26 17 963 0.162449 +Total 3587 1604 544 193 5928 +Coverage 0.605094 0.27058 0.0917679 0.0325574 + +Cells 11 +Cell Id StalkColorBelowRing StalkSurfaceBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C5 {PINK, BUFF, CINNAMON, ...} {SILKY} 0 1 0.416761 903 0.152328 +C3 {GRAY, BROWN, ORANGE, ...} {SMOOTH} 1 0 0.23719 627 0.105769 +C6 {GRAY, BROWN, ORANGE, ...} {SILKY} 0 1 0.135228 293 0.0494265 +C7 {WHITE} {FIBROUS} 0.801158 0.198842 0.0485391 518 0.0873819 +C10 {WHITE} {SCALY} 1 0 0.0480432 127 0.0214238 +C4 {WHITE} {SILKY} 0.242647 0.757353 0.0435724 408 0.0688259 +C1 {WHITE} {SMOOTH} 0.650222 0.349778 0.0373578 2250 0.379555 +C11 {PINK, BUFF, CINNAMON, ...} {SCALY} 0 1 0.022615 49 0.00826586 +C9 {GRAY, BROWN, ORANGE, ...} {FIBROUS} 1 0 0.00983561 26 0.00438596 +C2 {PINK, BUFF, CINNAMON, ...} {SMOOTH} 0.564789 0.435211 0.000797522 710 0.119771 +C12 {GRAY, BROWN, ORANGE, ...} {SCALY} 0.588235 0.411765 6.01639e-05 17 0.00286775 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R28 +Variables + Type Name + Categorical GillColor + Categorical StalkSurfaceBelowRing + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{PINK, GRAY} 1597 0.269399 2 PINK GRAY +{BROWN, PURPLE, BLACK} 1456 0.245614 3 BROWN PURPLE BLACK +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{WHITE} 872 0.147099 1 WHITE +{CHOCOLATE} 559 0.0942982 1 CHOCOLATE +{YELLOW, RED, ORANGE} 185 0.0312078 3 YELLOW RED ORANGE +StalkSurfaceBelowRing +Group Frequency Coverage Size Value list +{SMOOTH} 3587 0.605094 1 SMOOTH +{SILKY} 1604 0.27058 1 SILKY +{FIBROUS} 544 0.0917679 1 FIBROUS +{SCALY} 193 0.0325574 1 SCALY * + +Cell frequencies + StalkSurfaceBelowRing +GillColor {SMOOTH} {SILKY} {FIBROUS} {SCALY} Total Coverage +{PINK, GRAY} 756 649 147 45 1597 0.269399 +{BROWN, PURPLE, BLACK} 1230 0 191 35 1456 0.245614 +{BUFF, GREEN} 642 617 0 0 1259 0.212382 +{WHITE} 675 36 68 93 872 0.147099 +{CHOCOLATE} 119 302 138 0 559 0.0942982 +{YELLOW, RED, ORANGE} 165 0 0 20 185 0.0312078 +Total 3587 1604 544 193 5928 +Coverage 0.605094 0.27058 0.0917679 0.0325574 + +Cells 18 +Cell Id GillColor StalkSurfaceBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C3 {BUFF, GREEN} {SMOOTH} 0 1 0.204744 642 0.1083 +C9 {BUFF, GREEN} {SILKY} 0 1 0.196772 617 0.104082 +C2 {BROWN, PURPLE, BLACK} {SMOOTH} 0.86748 0.13252 0.130185 1230 0.20749 +C7 {PINK, GRAY} {SILKY} 0.0970724 0.902928 0.117092 649 0.10948 +C11 {CHOCOLATE} {SILKY} 0 1 0.0963128 302 0.0509447 +C4 {WHITE} {SMOOTH} 0.848889 0.151111 0.0627366 675 0.113866 +C14 {BROWN, PURPLE, BLACK} {FIBROUS} 1 0 0.0499274 191 0.03222 +C1 {PINK, GRAY} {SMOOTH} 0.792328 0.207672 0.0455303 756 0.12753 +C6 {YELLOW, RED, ORANGE} {SMOOTH} 1 0 0.043131 165 0.027834 +C19 {PINK, GRAY} {SCALY} 1 0 0.011763 45 0.00759109 +C10 {WHITE} {SILKY} 1 0 0.0094104 36 0.00607287 +C20 {BROWN, PURPLE, BLACK} {SCALY} 1 0 0.009149 35 0.00590418 +C13 {PINK, GRAY} {FIBROUS} 0.768707 0.231293 0.00721442 147 0.0247976 +C24 {YELLOW, RED, ORANGE} {SCALY} 0 1 0.00637833 20 0.00337382 +C17 {CHOCOLATE} {FIBROUS} 0.73913 0.26087 0.0051001 138 0.0232794 +C5 {CHOCOLATE} {SMOOTH} 0.731092 0.268908 0.0040456 119 0.0200742 +C22 {WHITE} {SCALY} 0.612903 0.387097 0.000485891 93 0.0156883 +C16 {WHITE} {FIBROUS} 0.514706 0.485294 2.21052e-05 68 0.011471 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R29 +Variables + Type Name + Categorical GillColor + Categorical StalkSurfaceAboveRing + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{WHITE, PURPLE} 1224 0.206478 2 WHITE PURPLE +{BROWN, BLACK} 1104 0.186235 2 BROWN BLACK +{PINK} 1080 0.182186 1 PINK +{CHOCOLATE} 559 0.0942982 1 CHOCOLATE +{GRAY} 517 0.0872132 1 GRAY +{YELLOW, RED, ORANGE} 185 0.0312078 3 YELLOW RED ORANGE +StalkSurfaceAboveRing +Group Frequency Coverage Size Value list +{SMOOTH} 3753 0.633097 1 SMOOTH +{SILKY, SCALY} 1668 0.281377 2 SILKY SCALY * +{FIBROUS} 507 0.0855263 1 FIBROUS + +Cell frequencies + StalkSurfaceAboveRing +GillColor {SMOOTH} {SILKY, SCALY} {FIBROUS} Total Coverage +{BUFF, GREEN} 643 616 0 1259 0.212382 +{WHITE, PURPLE} 1087 77 60 1224 0.206478 +{BROWN, BLACK} 913 0 191 1104 0.186235 +{PINK} 617 329 134 1080 0.182186 +{CHOCOLATE} 135 302 122 559 0.0942982 +{GRAY} 193 324 0 517 0.0872132 +{YELLOW, RED, ORANGE} 165 20 0 185 0.0312078 +Total 3753 1668 507 5928 +Coverage 0.633097 0.281377 0.0855263 + +Cells 17 +Cell Id GillColor StalkSurfaceAboveRing EDIBLE POISONOUS Interest Frequency Coverage +C1 {BUFF, GREEN} {SMOOTH} 0 1 0.205876 643 0.108468 +C8 {BUFF, GREEN} {SILKY, SCALY} 0 1 0.197231 616 0.103914 +C2 {WHITE, PURPLE} {SMOOTH} 0.873045 0.126955 0.119979 1087 0.183367 +C12 {CHOCOLATE} {SILKY, SCALY} 0 1 0.0966943 302 0.0509447 +C3 {BROWN, BLACK} {SMOOTH} 0.860898 0.139102 0.0927058 913 0.154015 +C11 {PINK} {SILKY, SCALY} 0.103343 0.896657 0.0575769 329 0.0554993 +C13 {GRAY} {SILKY, SCALY} 0.101852 0.898148 0.0571687 324 0.0546559 +C4 {PINK} {SMOOTH} 0.837925 0.162075 0.0531926 617 0.104082 +C17 {BROWN, BLACK} {FIBROUS} 1 0 0.0501252 191 0.03222 +C7 {YELLOW, RED, ORANGE} {SMOOTH} 1 0 0.0433019 165 0.027834 +C14 {YELLOW, RED, ORANGE} {SILKY, SCALY} 0 1 0.0064036 20 0.00337382 +C5 {CHOCOLATE} {SMOOTH} 0.755556 0.244444 0.00588828 135 0.0227733 +C6 {GRAY} {SMOOTH} 0.720207 0.279793 0.00585276 193 0.0325574 +C18 {PINK} {FIBROUS} 0.723881 0.276119 0.00423196 134 0.0226046 +C19 {CHOCOLATE} {FIBROUS} 0.713115 0.286885 0.00341333 122 0.0205803 +C16 {WHITE, PURPLE} {FIBROUS} 0.45 0.55 0.000358756 60 0.0101215 +C9 {WHITE, PURPLE} {SILKY, SCALY} 0.532468 0.467532 2.45231e-07 77 0.0129892 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R30 +Variables + Type Name + Categorical GillColor + Categorical GillSize + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{BROWN, PURPLE, BLACK, ...} 1572 0.265182 5 BROWN PURPLE BLACK RED ORANGE +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{PINK, YELLOW} 1149 0.193826 2 PINK YELLOW +{WHITE} 872 0.147099 1 WHITE +{CHOCOLATE} 559 0.0942982 1 CHOCOLATE +{GRAY} 517 0.0872132 1 GRAY +GillSize +Group Frequency Coverage Size Value list +{BROAD} 4121 0.695175 1 BROAD +{NARROW} 1807 0.304825 1 NARROW * + +Cell frequencies + GillSize +GillColor {BROAD} {NARROW} Total Coverage +{BROWN, PURPLE, BLACK, ...} 1344 228 1572 0.265182 +{BUFF, GREEN} 18 1241 1259 0.212382 +{PINK, YELLOW} 1029 120 1149 0.193826 +{WHITE} 719 153 872 0.147099 +{CHOCOLATE} 548 11 559 0.0942982 +{GRAY} 463 54 517 0.0872132 +Total 4121 1807 5928 +Coverage 0.695175 0.304825 + +Cells 12 +Cell Id GillColor GillSize EDIBLE POISONOUS Interest Frequency Coverage +C8 {BUFF, GREEN} {NARROW} 0 1 0.446057 1241 0.209345 +C1 {BROWN, PURPLE, BLACK, ...} {BROAD} 1 0 0.395955 1344 0.226721 +C4 {WHITE} {BROAD} 0.859527 0.140473 0.0811793 719 0.121289 +C5 {CHOCOLATE} {BROAD} 0.324818 0.675182 0.02299 548 0.0924426 +C6 {GRAY} {BROAD} 0.334773 0.665227 0.0175883 463 0.0781039 +C7 {BROWN, PURPLE, BLACK, ...} {NARROW} 0.285088 0.714912 0.0136635 228 0.0384615 +C3 {PINK, YELLOW} {BROAD} 0.628766 0.371234 0.00878569 1029 0.173583 +C2 {BUFF, GREEN} {BROAD} 0 1 0.0064698 18 0.00303644 +C11 {CHOCOLATE} {NARROW} 1 0 0.0032407 11 0.0018556 +C12 {GRAY} {NARROW} 0.314815 0.685185 0.0024921 54 0.00910931 +C9 {PINK, YELLOW} {NARROW} 0.416667 0.583333 0.0015695 120 0.0202429 +C10 {WHITE} {NARROW} 0.542484 0.457516 9.42355e-06 153 0.0258097 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R31 +Variables + Type Name + Categorical StalkColorBelowRing + Categorical StalkSurfaceAboveRing + +Variables stats +StalkColorBelowRing +Group Frequency Coverage Size Value list +{WHITE} 3303 0.557186 1 WHITE +{PINK, BUFF, CINNAMON, ...} 1662 0.280364 4 PINK BUFF CINNAMON YELLOW * +{GRAY, BROWN, ORANGE, ...} 963 0.162449 4 GRAY BROWN ORANGE RED +StalkSurfaceAboveRing +Group Frequency Coverage Size Value list +{SMOOTH} 3753 0.633097 1 SMOOTH +{SILKY} 1653 0.278846 1 SILKY +{FIBROUS, SCALY} 522 0.0880567 2 FIBROUS SCALY * + +Cell frequencies + StalkSurfaceAboveRing +StalkColorBelowRing {SMOOTH} {SILKY} {FIBROUS, SCALY} Total Coverage +{WHITE} 2418 405 480 3303 0.557186 +{PINK, BUFF, CINNAMON, ...} 709 948 5 1662 0.280364 +{GRAY, BROWN, ORANGE, ...} 626 300 37 963 0.162449 +Total 3753 1653 522 5928 +Coverage 0.633097 0.278846 0.0880567 + +Cells 9 +Cell Id StalkColorBelowRing StalkSurfaceAboveRing EDIBLE POISONOUS Interest Frequency Coverage +C5 {PINK, BUFF, CINNAMON, ...} {SILKY} 0 1 0.450755 948 0.159919 +C3 {GRAY, BROWN, ORANGE, ...} {SMOOTH} 1 0 0.243969 626 0.105601 +C6 {GRAY, BROWN, ORANGE, ...} {SILKY} 0 1 0.142644 300 0.0506073 +C1 {WHITE} {SMOOTH} 0.674524 0.325476 0.0609578 2418 0.407895 +C4 {WHITE} {SILKY} 0.241975 0.758025 0.0447756 405 0.0683198 +C7 {WHITE} {FIBROUS, SCALY} 0.78125 0.21875 0.039237 480 0.0809717 +C9 {GRAY, BROWN, ORANGE, ...} {FIBROUS, SCALY} 1 0 0.0144199 37 0.00624157 +C8 {PINK, BUFF, CINNAMON, ...} {FIBROUS, SCALY} 0 1 0.0023774 5 0.000843455 +C2 {PINK, BUFF, CINNAMON, ...} {SMOOTH} 0.565585 0.434415 0.000864161 709 0.119602 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R32 +Variables + Type Name + Categorical StalkColorAboveRing + Categorical StalkColorBelowRing + +Variables stats +StalkColorAboveRing +Group Frequency Coverage Size Value list +{WHITE, YELLOW} 3366 0.567814 2 WHITE YELLOW * +{PINK, CINNAMON} 1347 0.227227 2 PINK CINNAMON +{GRAY, ORANGE, RED} 615 0.103745 3 GRAY ORANGE RED +{BROWN, BUFF} 600 0.101215 2 BROWN BUFF +StalkColorBelowRing +Group Frequency Coverage Size Value list +{WHITE, ORANGE} 3445 0.58114 2 WHITE ORANGE +{PINK} 1312 0.221323 1 PINK +{BROWN, BUFF, CINNAMON} 697 0.117578 3 BROWN BUFF CINNAMON +{GRAY, RED} 458 0.0772605 2 GRAY RED +{YELLOW} 16 0.00269906 1 YELLOW * + +Cell frequencies + StalkColorBelowRing +StalkColorAboveRing {WHITE, ORANGE} {PINK} {BROWN, BUFF, CINNAMON} {GRAY, RED} {YELLOW} Total Coverage +{WHITE, YELLOW} 2677 446 60 167 16 3366 0.567814 +{PINK, CINNAMON} 456 534 233 124 0 1347 0.227227 +{GRAY, ORANGE, RED} 312 136 0 167 0 615 0.103745 +{BROWN, BUFF} 0 196 404 0 0 600 0.101215 +Total 3445 1312 697 458 16 5928 +Coverage 0.58114 0.221323 0.117578 0.0772605 0.00269906 + +Cells 14 +Cell Id StalkColorAboveRing StalkColorBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C12 {BROWN, BUFF} {BROWN, BUFF, CINNAMON} 0.0247525 0.975248 0.177225 404 0.0681511 +C3 {GRAY, ORANGE, RED} {WHITE, ORANGE} 1 0 0.13295 312 0.0526316 +C10 {PINK, CINNAMON} {BROWN, BUFF, CINNAMON} 0 1 0.121133 233 0.039305 +C8 {BROWN, BUFF} {PINK} 0 1 0.101897 196 0.0330634 +C13 {WHITE, YELLOW} {GRAY, RED} 1 0 0.0711626 167 0.0281714 +C15 {GRAY, ORANGE, RED} {GRAY, RED} 1 0 0.0711626 167 0.0281714 +C6 {PINK, CINNAMON} {PINK} 0.235955 0.764045 0.0673849 534 0.090081 +C1 {WHITE, YELLOW} {WHITE, ORANGE} 0.667912 0.332088 0.0668574 2677 0.451586 +C7 {GRAY, ORANGE, RED} {PINK} 1 0 0.0579527 136 0.022942 +C14 {PINK, CINNAMON} {GRAY, RED} 1 0 0.0528393 124 0.0209177 +C5 {WHITE, YELLOW} {PINK} 0.311659 0.688341 0.0306545 446 0.0752362 +C2 {PINK, CINNAMON} {WHITE, ORANGE} 0.320175 0.679825 0.0289372 456 0.0769231 +C9 {WHITE, YELLOW} {BROWN, BUFF, CINNAMON} 0.883333 0.116667 0.0115248 60 0.0101215 +C17 {WHITE, YELLOW} {YELLOW} 0 1 0.00831815 16 0.00269906 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R33 +Variables + Type Name + Categorical RingType + Categorical SporePrintColor + +Variables stats +RingType +Group Frequency Coverage Size Value list +{PENDANT, LARGE} 3675 0.619939 2 PENDANT LARGE +{EVANESCENT, FLARING, NONE} 2253 0.380061 3 EVANESCENT FLARING NONE * +SporePrintColor +Group Frequency Coverage Size Value list +{BROWN, BLACK} 2894 0.488192 2 BROWN BLACK +{WHITE, BUFF, ORANGE, ...} 1851 0.312247 5 WHITE BUFF ORANGE PURPLE YELLOW * +{CHOCOLATE, GREEN} 1183 0.199561 2 CHOCOLATE GREEN + +Cell frequencies + SporePrintColor +RingType {BROWN, BLACK} {WHITE, BUFF, ORANGE, ...} {CHOCOLATE, GREEN} Total Coverage +{PENDANT, LARGE} 2157 372 1146 3675 0.619939 +{EVANESCENT, FLARING, NONE} 737 1479 37 2253 0.380061 +Total 2894 1851 1183 5928 +Coverage 0.488192 0.312247 0.199561 + +Cells 6 +Cell Id RingType SporePrintColor EDIBLE POISONOUS Interest Frequency Coverage +C5 {PENDANT, LARGE} {CHOCOLATE, GREEN} 0 1 0.333704 1146 0.19332 +C4 {EVANESCENT, FLARING, NONE} {WHITE, BUFF, ORANGE, ...} 0.123056 0.876944 0.210993 1479 0.249494 +C1 {PENDANT, LARGE} {BROWN, BLACK} 0.855355 0.144645 0.191621 2157 0.363866 +C2 {EVANESCENT, FLARING, NONE} {BROWN, BLACK} 1 0 0.175903 737 0.124325 +C3 {PENDANT, LARGE} {WHITE, BUFF, ORANGE, ...} 0.986559 0.0134409 0.0789499 372 0.062753 +C6 {EVANESCENT, FLARING, NONE} {CHOCOLATE, GREEN} 1 0 0.00883093 37 0.00624157 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R34 +Variables + Type Name + Categorical SporePrintColor + Categorical StalkColorAboveRing + +Variables stats +SporePrintColor +Group Frequency Coverage Size Value list +{BROWN} 3034 0.511808 6 BROWN * +{WHITE} 1711 0.28863 1 WHITE +{CHOCOLATE} 1128 0.190283 1 CHOCOLATE +{GREEN} 55 0.009278 1 GREEN +StalkColorAboveRing +Group Frequency Coverage Size Value list +{WHITE} 3361 0.56697 1 WHITE +{PINK, GRAY, ORANGE, ...} 1904 0.321188 5 PINK GRAY ORANGE CINNAMON YELLOW * +{BROWN, BUFF, RED} 663 0.111842 3 BROWN BUFF RED + +Cell frequencies + StalkColorAboveRing +SporePrintColor {WHITE} {PINK, GRAY, ORANGE, ...} {BROWN, BUFF, RED} Total Coverage +{BROWN} 2086 948 0 3034 0.511808 +{WHITE} 980 658 73 1711 0.28863 +{CHOCOLATE} 240 298 590 1128 0.190283 +{GREEN} 55 0 0 55 0.009278 +Total 3361 1904 663 5928 +Coverage 0.56697 0.321188 0.111842 + +Cells 9 +Cell Id SporePrintColor StalkColorAboveRing EDIBLE POISONOUS Interest Frequency Coverage +C5 {BROWN} {PINK, GRAY, ORANGE, ...} 1 0 0.239374 948 0.159919 +C6 {WHITE} {PINK, GRAY, ORANGE, ...} 0 1 0.202705 658 0.110999 +C1 {BROWN} {WHITE} 0.850431 0.149569 0.189348 2086 0.351889 +C11 {CHOCOLATE} {BROWN, BUFF, RED} 0 1 0.181757 590 0.0995277 +C7 {CHOCOLATE} {PINK, GRAY, ORANGE, ...} 0 1 0.0918028 298 0.0502699 +C3 {CHOCOLATE} {WHITE} 0.154167 0.845833 0.0303042 240 0.0404858 +C2 {WHITE} {WHITE} 0.342857 0.657143 0.0293326 980 0.165317 +C10 {WHITE} {BROWN, BUFF, RED} 1 0 0.0184328 73 0.0123144 +C4 {GREEN} {WHITE} 0 1 0.0169435 55 0.009278 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R35 +Variables + Type Name + Categorical StalkColorAboveRing + Categorical StalkSurfaceBelowRing + +Variables stats +StalkColorAboveRing +Group Frequency Coverage Size Value list +{WHITE} 3361 0.56697 1 WHITE +{PINK, BROWN, BUFF} 1914 0.322874 3 PINK BROWN BUFF +{GRAY, ORANGE, RED, ...} 653 0.110155 5 GRAY ORANGE RED CINNAMON YELLOW * +StalkSurfaceBelowRing +Group Frequency Coverage Size Value list +{SMOOTH} 3587 0.605094 1 SMOOTH +{SILKY} 1604 0.27058 1 SILKY +{FIBROUS, SCALY} 737 0.124325 2 FIBROUS SCALY * + +Cell frequencies + StalkSurfaceBelowRing +StalkColorAboveRing {SMOOTH} {SILKY} {FIBROUS, SCALY} Total Coverage +{WHITE} 2259 413 689 3361 0.56697 +{PINK, BROWN, BUFF} 713 1191 10 1914 0.322874 +{GRAY, ORANGE, RED, ...} 615 0 38 653 0.110155 +Total 3587 1604 737 5928 +Coverage 0.605094 0.27058 0.124325 + +Cells 8 +Cell Id StalkColorAboveRing StalkSurfaceBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C5 {PINK, BROWN, BUFF} {SILKY} 0 1 0.568248 1191 0.200911 +C3 {GRAY, ORANGE, RED, ...} {SMOOTH} 1 0 0.240508 615 0.103745 +C7 {WHITE} {FIBROUS, SCALY} 0.824383 0.175617 0.0800348 689 0.116228 +C4 {WHITE} {SILKY} 0.239709 0.760291 0.0465685 413 0.0696694 +C1 {WHITE} {SMOOTH} 0.655157 0.344843 0.0422045 2259 0.381073 +C9 {GRAY, ORANGE, RED, ...} {FIBROUS, SCALY} 0 1 0.0181305 38 0.00641026 +C8 {PINK, BROWN, BUFF} {FIBROUS, SCALY} 1 0 0.0039107 10 0.00168691 +C2 {PINK, BROWN, BUFF} {SMOOTH} 0.5554 0.4446 0.000394745 713 0.120277 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R36 +Variables + Type Name + Categorical StalkColorAboveRing + Categorical StalkSurfaceAboveRing + +Variables stats +StalkColorAboveRing +Group Frequency Coverage Size Value list +{WHITE} 3361 0.56697 1 WHITE +{PINK, BROWN, BUFF, ...} 1947 0.328441 4 PINK BROWN BUFF CINNAMON +{GRAY, ORANGE, RED, ...} 620 0.104588 4 GRAY ORANGE RED YELLOW * +StalkSurfaceAboveRing +Group Frequency Coverage Size Value list +{SMOOTH} 3753 0.633097 1 SMOOTH +{SILKY} 1653 0.278846 1 SILKY +{FIBROUS, SCALY} 522 0.0880567 2 FIBROUS SCALY * + +Cell frequencies + StalkSurfaceAboveRing +StalkColorAboveRing {SMOOTH} {SILKY} {FIBROUS, SCALY} Total Coverage +{WHITE} 2426 428 507 3361 0.56697 +{PINK, BROWN, BUFF, ...} 712 1225 10 1947 0.328441 +{GRAY, ORANGE, RED, ...} 615 0 5 620 0.104588 +Total 3753 1653 522 5928 +Coverage 0.633097 0.278846 0.0880567 + +Cells 8 +Cell Id StalkColorAboveRing StalkSurfaceAboveRing EDIBLE POISONOUS Interest Frequency Coverage +C5 {PINK, BROWN, BUFF, ...} {SILKY} 0 1 0.58741 1225 0.206646 +C3 {GRAY, ORANGE, RED, ...} {SMOOTH} 1 0 0.241718 615 0.103745 +C1 {WHITE} {SMOOTH} 0.678895 0.321105 0.0656753 2426 0.409244 +C4 {WHITE} {SILKY} 0.228972 0.771028 0.0523133 428 0.0721997 +C7 {WHITE} {FIBROUS, SCALY} 0.792899 0.207101 0.0461293 507 0.0855263 +C8 {PINK, BROWN, BUFF, ...} {FIBROUS, SCALY} 1 0 0.00393037 10 0.00168691 +C9 {GRAY, ORANGE, RED, ...} {FIBROUS, SCALY} 0 1 0.00239759 5 0.000843455 +C2 {PINK, BROWN, BUFF, ...} {SMOOTH} 0.55618 0.44382 0.000426213 712 0.120108 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R38 +Variables + Type Name + Categorical Odor + Categorical Population + +Variables stats +Odor +Group Frequency Coverage Size Value list +{NONE, ALMOND, ANISE} 3251 0.548414 3 NONE ALMOND ANISE +{FOUL, SPICY, FISHY, ...} 2677 0.451586 6 FOUL SPICY FISHY PUNGENT CREOSOTE MUSTY * +Population +Group Frequency Coverage Size Value list +{SEVERAL, CLUSTERED} 3134 0.528677 2 SEVERAL CLUSTERED * +{SOLITARY, SCATTERED, ABUNDANT, ...} 2794 0.471323 4 SOLITARY SCATTERED ABUNDANT NUMEROUS + +Cell frequencies + Population +Odor {SEVERAL, CLUSTERED} {SOLITARY, SCATTERED, ABUNDANT, ...} Total Coverage +{NONE, ALMOND, ANISE} 1146 2105 3251 0.548414 +{FOUL, SPICY, FISHY, ...} 1988 689 2677 0.451586 +Total 3134 2794 5928 +Coverage 0.528677 0.471323 + +Cells 4 +Cell Id Odor Population EDIBLE POISONOUS Interest Frequency Coverage +C2 {FOUL, SPICY, FISHY, ...} {SEVERAL, CLUSTERED} 0 1 0.400235 1988 0.335358 +C3 {NONE, ALMOND, ANISE} {SOLITARY, SCATTERED, ABUNDANT, ...} 1 0 0.34736 2105 0.355094 +C4 {FOUL, SPICY, FISHY, ...} {SOLITARY, SCATTERED, ABUNDANT, ...} 0 1 0.138713 689 0.116228 +C1 {NONE, ALMOND, ANISE} {SEVERAL, CLUSTERED} 0.927574 0.0724258 0.113692 1146 0.19332 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R39 +Variables + Type Name + Categorical GillColor + Categorical SporePrintColor + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{PINK, BROWN, BLACK, ...} 2249 0.379386 4 PINK BROWN BLACK RED +{BUFF, CHOCOLATE, YELLOW, ...} 1920 0.323887 4 BUFF CHOCOLATE YELLOW ORANGE +{WHITE} 872 0.147099 1 WHITE +{GRAY, GREEN} 535 0.0902497 2 GRAY GREEN * +{PURPLE} 352 0.0593792 1 PURPLE +SporePrintColor +Group Frequency Coverage Size Value list +{BROWN, BLACK, BUFF, ...} 3000 0.506073 5 BROWN BLACK BUFF ORANGE YELLOW * +{WHITE, PURPLE} 1745 0.294366 2 WHITE PURPLE +{CHOCOLATE, GREEN} 1183 0.199561 2 CHOCOLATE GREEN + +Cell frequencies + SporePrintColor +GillColor {BROWN, BLACK, BUFF, ...} {WHITE, PURPLE} {CHOCOLATE, GREEN} Total Coverage +{PINK, BROWN, BLACK, ...} 1722 155 372 2249 0.379386 +{BUFF, CHOCOLATE, YELLOW, ...} 278 1261 381 1920 0.323887 +{WHITE} 513 264 95 872 0.147099 +{GRAY, GREEN} 144 65 326 535 0.0902497 +{PURPLE} 343 0 9 352 0.0593792 +Total 3000 1745 1183 5928 +Coverage 0.506073 0.294366 0.199561 + +Cells 14 +Cell Id GillColor SporePrintColor EDIBLE POISONOUS Interest Frequency Coverage +C7 {BUFF, CHOCOLATE, YELLOW, ...} {WHITE, PURPLE} 0 1 0.3316 1261 0.212719 +C1 {PINK, BROWN, BLACK, ...} {BROWN, BLACK, BUFF, ...} 0.88676 0.11324 0.171167 1722 0.290486 +C14 {GRAY, GREEN} {CHOCOLATE, GREEN} 0 1 0.085727 326 0.0549933 +C11 {PINK, BROWN, BLACK, ...} {CHOCOLATE, GREEN} 0.0215054 0.978495 0.084156 372 0.062753 +C12 {BUFF, CHOCOLATE, YELLOW, ...} {CHOCOLATE, GREEN} 0.0288714 0.971129 0.0825261 381 0.0642713 +C3 {WHITE} {BROWN, BLACK, BUFF, ...} 0.91423 0.08577 0.0610174 513 0.0865385 +C2 {BUFF, CHOCOLATE, YELLOW, ...} {BROWN, BLACK, BUFF, ...} 1 0 0.0599202 278 0.0468961 +C5 {PURPLE} {BROWN, BLACK, BUFF, ...} 0.895044 0.104956 0.0360124 343 0.057861 +C6 {PINK, BROWN, BLACK, ...} {WHITE, PURPLE} 1 0 0.0334087 155 0.0261471 +C8 {WHITE} {WHITE, PURPLE} 0.844697 0.155303 0.0196339 264 0.0445344 +C13 {WHITE} {CHOCOLATE, GREEN} 0.0947368 0.905263 0.0143145 95 0.0160256 +C9 {GRAY, GREEN} {WHITE, PURPLE} 1 0 0.0140101 65 0.0109649 +C4 {GRAY, GREEN} {BROWN, BLACK, BUFF, ...} 0.743056 0.256944 0.00456585 144 0.0242915 +C15 {PURPLE} {CHOCOLATE, GREEN} 1 0 0.00193986 9 0.00151822 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R40 +Variables + Type Name + Categorical StalkSurfaceAboveRing + Categorical StalkSurfaceBelowRing + +Variables stats +StalkSurfaceAboveRing +Group Frequency Coverage Size Value list +{SMOOTH, FIBROUS} 4260 0.718623 2 SMOOTH FIBROUS +{SILKY} 1653 0.278846 1 SILKY +{SCALY} 15 0.00253036 1 SCALY * +StalkSurfaceBelowRing +Group Frequency Coverage Size Value list +{SMOOTH} 4131 0.696862 2 SMOOTH * +{SILKY} 1604 0.27058 1 SILKY +{SCALY} 193 0.0325574 1 SCALY + +Cell frequencies + StalkSurfaceBelowRing +StalkSurfaceAboveRing {SMOOTH} {SILKY} {SCALY} Total Coverage +{SMOOTH, FIBROUS} 3777 356 127 4260 0.718623 +{SILKY} 354 1248 51 1653 0.278846 +{SCALY} 0 0 15 15 0.00253036 +Total 4131 1604 193 5928 +Coverage 0.696862 0.27058 0.0325574 + +Cells 7 +Cell Id StalkSurfaceAboveRing StalkSurfaceBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C5 {SILKY} {SILKY} 0.0392628 0.960737 0.485658 1248 0.210526 +C1 {SMOOTH, FIBROUS} {SMOOTH} 0.763304 0.236696 0.277341 3777 0.637146 +C2 {SILKY} {SMOOTH} 0.138418 0.861582 0.079689 354 0.0597166 +C4 {SMOOTH, FIBROUS} {SILKY} 0.140449 0.859551 0.0792108 356 0.060054 +C7 {SMOOTH, FIBROUS} {SCALY} 1 0 0.0521816 127 0.0214238 +C8 {SILKY} {SCALY} 0 1 0.0255656 51 0.00860324 +C9 {SCALY} {SCALY} 0.666667 0.333333 0.000354384 15 0.00253036 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R41 +Variables + Type Name + Categorical Odor + Categorical StalkColorBelowRing + +Variables stats +Odor +Group Frequency Coverage Size Value list +{NONE} 2686 0.453104 1 NONE +{FOUL, SPICY, FISHY, ...} 2677 0.451586 6 FOUL SPICY FISHY PUNGENT CREOSOTE MUSTY * +{ALMOND, ANISE} 565 0.0953104 2 ALMOND ANISE +StalkColorBelowRing +Group Frequency Coverage Size Value list +{WHITE, BROWN, BUFF, ...} 4000 0.674764 4 WHITE BROWN BUFF CINNAMON +{PINK, GRAY, ORANGE, ...} 1912 0.322537 4 PINK GRAY ORANGE RED +{YELLOW} 16 0.00269906 1 YELLOW * + +Cell frequencies + StalkColorBelowRing +Odor {WHITE, BROWN, BUFF, ...} {PINK, GRAY, ORANGE, ...} {YELLOW} Total Coverage +{NONE} 1669 1001 16 2686 0.453104 +{FOUL, SPICY, FISHY, ...} 1766 911 0 2677 0.451586 +{ALMOND, ANISE} 565 0 0 565 0.0953104 +Total 4000 1912 16 5928 +Coverage 0.674764 0.322537 0.00269906 + +Cells 6 +Cell Id Odor StalkColorBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C2 {FOUL, SPICY, FISHY, ...} {WHITE, BROWN, BUFF, ...} 0 1 0.35398 1766 0.297908 +C1 {NONE} {WHITE, BROWN, BUFF, ...} 0.959856 0.0401438 0.20293 1669 0.281545 +C5 {FOUL, SPICY, FISHY, ...} {PINK, GRAY, ORANGE, ...} 0 1 0.182602 911 0.153677 +C4 {NONE} {PINK, GRAY, ORANGE, ...} 1 0 0.164456 1001 0.16886 +C3 {ALMOND, ANISE} {WHITE, BROWN, BUFF, ...} 1 0 0.0928248 565 0.0953104 +C7 {NONE} {YELLOW} 0 1 0.00320706 16 0.00269906 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R42 +Variables + Type Name + Categorical GillSize + Categorical Odor + +Variables stats +GillSize +Group Frequency Coverage Size Value list +{BROAD} 4121 0.695175 1 BROAD +{NARROW} 1807 0.304825 1 NARROW * +Odor +Group Frequency Coverage Size Value list +{NONE} 2686 0.453104 1 NONE +{FOUL, SPICY, FISHY, ...} 2677 0.451586 6 FOUL SPICY FISHY PUNGENT CREOSOTE MUSTY * +{ALMOND, ANISE} 565 0.0953104 2 ALMOND ANISE + +Cell frequencies + Odor +GillSize {NONE} {FOUL, SPICY, FISHY, ...} {ALMOND, ANISE} Total Coverage +{BROAD} 2500 1124 497 4121 0.695175 +{NARROW} 186 1553 68 1807 0.304825 +Total 2686 2677 565 5928 +Coverage 0.453104 0.451586 0.0953104 + +Cells 6 +Cell Id GillSize Odor EDIBLE POISONOUS Interest Frequency Coverage +C1 {BROAD} {NONE} 0.978 0.022 0.349095 2500 0.421727 +C4 {NARROW} {FOUL, SPICY, FISHY, ...} 0 1 0.316433 1553 0.261977 +C3 {BROAD} {FOUL, SPICY, FISHY, ...} 0 1 0.229022 1124 0.189609 +C5 {BROAD} {ALMOND, ANISE} 1 0 0.0830033 497 0.0838394 +C6 {NARROW} {ALMOND, ANISE} 1 0 0.0113566 68 0.011471 +C2 {NARROW} {NONE} 0.849462 0.150538 0.0110902 186 0.0313765 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R43 +Variables + Type Name + Categorical SporePrintColor + Categorical StalkSurfaceBelowRing + +Variables stats +SporePrintColor +Group Frequency Coverage Size Value list +{BROWN, BLACK} 2894 0.488192 2 BROWN BLACK +{WHITE} 1711 0.28863 1 WHITE +{CHOCOLATE, GREEN} 1183 0.199561 2 CHOCOLATE GREEN +{BUFF, ORANGE, PURPLE, ...} 140 0.0236167 4 BUFF ORANGE PURPLE YELLOW * +StalkSurfaceBelowRing +Group Frequency Coverage Size Value list +{SMOOTH} 3587 0.605094 1 SMOOTH +{SILKY, SCALY} 1797 0.303138 2 SILKY SCALY * +{FIBROUS} 544 0.0917679 1 FIBROUS + +Cell frequencies + StalkSurfaceBelowRing +SporePrintColor {SMOOTH} {SILKY, SCALY} {FIBROUS} Total Coverage +{BROWN, BLACK} 2389 127 378 2894 0.488192 +{WHITE} 903 782 26 1711 0.28863 +{CHOCOLATE, GREEN} 155 888 140 1183 0.199561 +{BUFF, ORANGE, PURPLE, ...} 140 0 0 140 0.0236167 +Total 3587 1797 544 5928 +Coverage 0.605094 0.303138 0.0917679 + +Cells 10 +Cell Id SporePrintColor StalkSurfaceBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C7 {CHOCOLATE, GREEN} {SILKY, SCALY} 0 1 0.306022 888 0.149798 +C1 {BROWN, BLACK} {SMOOTH} 0.869401 0.130599 0.276855 2389 0.403003 +C6 {WHITE} {SILKY, SCALY} 0.139386 0.860614 0.12035 782 0.131916 +C9 {BROWN, BLACK} {FIBROUS} 1 0 0.106773 378 0.0637652 +C3 {CHOCOLATE, GREEN} {SMOOTH} 0 1 0.053416 155 0.0261471 +C2 {WHITE} {SMOOTH} 0.303433 0.696567 0.0443211 903 0.152328 +C4 {BUFF, ORANGE, PURPLE, ...} {SMOOTH} 1 0 0.0395454 140 0.0236167 +C5 {BROWN, BLACK} {SILKY, SCALY} 1 0 0.0358733 127 0.0214238 +C11 {CHOCOLATE, GREEN} {FIBROUS} 0.264286 0.735714 0.00950013 140 0.0236167 +C10 {WHITE} {FIBROUS} 1 0 0.00734415 26 0.00438596 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R44 +Variables + Type Name + Categorical Odor + Categorical StalkColorAboveRing + +Variables stats +Odor +Group Frequency Coverage Size Value list +{NONE} 2686 0.453104 1 NONE +{FOUL, SPICY, FISHY, ...} 2677 0.451586 6 FOUL SPICY FISHY PUNGENT CREOSOTE MUSTY * +{ALMOND, ANISE} 565 0.0953104 2 ALMOND ANISE +StalkColorAboveRing +Group Frequency Coverage Size Value list +{WHITE} 3361 0.56697 1 WHITE +{PINK, GRAY, BROWN, ...} 2562 0.432186 7 PINK GRAY BROWN BUFF ORANGE RED CINNAMON +{YELLOW} 5 0.000843455 1 YELLOW * + +Cell frequencies + StalkColorAboveRing +Odor {WHITE} {PINK, GRAY, BROWN, ...} {YELLOW} Total Coverage +{NONE} 1660 1021 5 2686 0.453104 +{FOUL, SPICY, FISHY, ...} 1136 1541 0 2677 0.451586 +{ALMOND, ANISE} 565 0 0 565 0.0953104 +Total 3361 2562 5 5928 +Coverage 0.56697 0.432186 0.000843455 + +Cells 6 +Cell Id Odor StalkColorAboveRing EDIBLE POISONOUS Interest Frequency Coverage +C5 {FOUL, SPICY, FISHY, ...} {PINK, GRAY, BROWN, ...} 0 1 0.311625 1541 0.259953 +C2 {FOUL, SPICY, FISHY, ...} {WHITE} 0 1 0.229725 1136 0.191633 +C1 {NONE} {WHITE} 0.953012 0.046988 0.194757 1660 0.280027 +C4 {NONE} {PINK, GRAY, BROWN, ...} 1 0 0.169232 1021 0.172233 +C3 {ALMOND, ANISE} {WHITE} 1 0 0.0936497 565 0.0953104 +C7 {NONE} {YELLOW} 0 1 0.00101111 5 0.000843455 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R45 +Variables + Type Name + Categorical SporePrintColor + Categorical StalkSurfaceAboveRing + +Variables stats +SporePrintColor +Group Frequency Coverage Size Value list +{BROWN, BLACK} 2894 0.488192 2 BROWN BLACK +{WHITE} 1711 0.28863 1 WHITE +{CHOCOLATE} 1128 0.190283 1 CHOCOLATE +{BUFF, ORANGE, PURPLE, ...} 140 0.0236167 4 BUFF ORANGE PURPLE YELLOW * +{GREEN} 55 0.009278 1 GREEN +StalkSurfaceAboveRing +Group Frequency Coverage Size Value list +{SMOOTH} 3753 0.633097 1 SMOOTH +{SILKY} 1653 0.278846 1 SILKY +{FIBROUS} 507 0.0855263 1 FIBROUS +{SCALY} 15 0.00253036 1 SCALY * + +Cell frequencies + StalkSurfaceAboveRing +SporePrintColor {SMOOTH} {SILKY} {FIBROUS} {SCALY} Total Coverage +{BROWN, BLACK} 2519 0 375 0 2894 0.488192 +{WHITE} 904 765 27 15 1711 0.28863 +{CHOCOLATE} 135 888 105 0 1128 0.190283 +{BUFF, ORANGE, PURPLE, ...} 140 0 0 0 140 0.0236167 +{GREEN} 55 0 0 0 55 0.009278 +Total 3753 1653 507 15 5928 +Coverage 0.633097 0.278846 0.0855263 0.00253036 + +Cells 11 +Cell Id SporePrintColor StalkSurfaceAboveRing EDIBLE POISONOUS Interest Frequency Coverage +C8 {CHOCOLATE} {SILKY} 0 1 0.306441 888 0.149798 +C1 {BROWN, BLACK} {SMOOTH} 0.876141 0.123859 0.306023 2519 0.424933 +C7 {WHITE} {SILKY} 0.128105 0.871895 0.125712 765 0.129049 +C11 {BROWN, BLACK} {FIBROUS} 1 0 0.10607 375 0.0632591 +C2 {WHITE} {SMOOTH} 0.303097 0.696903 0.0445637 904 0.152497 +C4 {BUFF, ORANGE, PURPLE, ...} {SMOOTH} 1 0 0.0395995 140 0.0236167 +C13 {CHOCOLATE} {FIBROUS} 0 1 0.0362346 105 0.0177126 +C5 {GREEN} {SMOOTH} 0 1 0.01898 55 0.009278 +C3 {CHOCOLATE} {SMOOTH} 0.274074 0.725926 0.00849532 135 0.0227733 +C12 {WHITE} {FIBROUS} 1 0 0.00763705 27 0.00455466 +C17 {WHITE} {SCALY} 0.666667 0.333333 0.000243962 15 0.00253036 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R46 +Variables + Type Name + Categorical Odor + Categorical StalkSurfaceBelowRing + +Variables stats +Odor +Group Frequency Coverage Size Value list +{NONE} 2686 0.453104 1 NONE +{FOUL, SPICY, FISHY, ...} 2677 0.451586 6 FOUL SPICY FISHY PUNGENT CREOSOTE MUSTY * +{ALMOND, ANISE} 565 0.0953104 2 ALMOND ANISE +StalkSurfaceBelowRing +Group Frequency Coverage Size Value list +{SMOOTH} 3587 0.605094 1 SMOOTH +{SILKY, FIBROUS} 2148 0.362348 2 SILKY FIBROUS +{SCALY} 193 0.0325574 1 SCALY * + +Cell frequencies + StalkSurfaceBelowRing +Odor {SMOOTH} {SILKY, FIBROUS} {SCALY} Total Coverage +{NONE} 2113 540 33 2686 0.453104 +{FOUL, SPICY, FISHY, ...} 1036 1608 33 2677 0.451586 +{ALMOND, ANISE} 438 0 127 565 0.0953104 +Total 3587 2148 193 5928 +Coverage 0.605094 0.362348 0.0325574 + +Cells 8 +Cell Id Odor StalkSurfaceBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C5 {FOUL, SPICY, FISHY, ...} {SILKY, FIBROUS} 0 1 0.323328 1608 0.271255 +C1 {NONE} {SMOOTH} 0.971604 0.0283956 0.278658 2113 0.356444 +C2 {FOUL, SPICY, FISHY, ...} {SMOOTH} 0 1 0.208313 1036 0.174764 +C4 {NONE} {SILKY, FIBROUS} 1 0 0.0889979 540 0.0910931 +C3 {ALMOND, ANISE} {SMOOTH} 1 0 0.0721872 438 0.0738866 +C9 {ALMOND, ANISE} {SCALY} 1 0 0.020931 127 0.0214238 +C8 {FOUL, SPICY, FISHY, ...} {SCALY} 0 1 0.00663547 33 0.0055668 +C7 {NONE} {SCALY} 0.30303 0.69697 0.000948439 33 0.0055668 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R47 +Variables + Type Name + Categorical Odor + Categorical StalkSurfaceAboveRing + +Variables stats +Odor +Group Frequency Coverage Size Value list +{NONE} 2686 0.453104 1 NONE +{FOUL, SPICY, FISHY, ...} 2677 0.451586 6 FOUL SPICY FISHY PUNGENT CREOSOTE MUSTY * +{ALMOND, ANISE} 565 0.0953104 2 ALMOND ANISE +StalkSurfaceAboveRing +Group Frequency Coverage Size Value list +{SMOOTH, FIBROUS} 4260 0.718623 2 SMOOTH FIBROUS +{SILKY, SCALY} 1668 0.281377 2 SILKY SCALY * + +Cell frequencies + StalkSurfaceAboveRing +Odor {SMOOTH, FIBROUS} {SILKY, SCALY} Total Coverage +{NONE} 2555 131 2686 0.453104 +{FOUL, SPICY, FISHY, ...} 1140 1537 2677 0.451586 +{ALMOND, ANISE} 565 0 565 0.0953104 +Total 4260 1668 5928 +Coverage 0.718623 0.281377 + +Cells 5 +Cell Id Odor StalkSurfaceAboveRing EDIBLE POISONOUS Interest Frequency Coverage +C1 {NONE} {SMOOTH, FIBROUS} 0.976517 0.0234834 0.353316 2555 0.431005 +C5 {FOUL, SPICY, FISHY, ...} {SILKY, SCALY} 0 1 0.313352 1537 0.259278 +C2 {FOUL, SPICY, FISHY, ...} {SMOOTH, FIBROUS} 0 1 0.232414 1140 0.192308 +C3 {ALMOND, ANISE} {SMOOTH, FIBROUS} 1 0 0.0944137 565 0.0953104 +C4 {NONE} {SILKY, SCALY} 0.824427 0.175573 0.00650442 131 0.0220985 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R49 +Variables + Type Name + Categorical GillColor + Categorical Odor + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{BUFF, PINK, BROWN, ...} 4452 0.751012 8 BUFF PINK BROWN CHOCOLATE PURPLE BLACK RED ORANGE +{WHITE, GRAY, YELLOW} 1458 0.245951 3 WHITE GRAY YELLOW +{GREEN} 18 0.00303644 1 GREEN * +Odor +Group Frequency Coverage Size Value list +{NONE} 2686 0.453104 1 NONE +{FOUL, SPICY, FISHY, ...} 2677 0.451586 6 FOUL SPICY FISHY PUNGENT CREOSOTE MUSTY * +{ALMOND, ANISE} 565 0.0953104 2 ALMOND ANISE + +Cell frequencies + Odor +GillColor {NONE} {FOUL, SPICY, FISHY, ...} {ALMOND, ANISE} Total Coverage +{BUFF, PINK, BROWN, ...} 1934 2206 312 4452 0.751012 +{WHITE, GRAY, YELLOW} 734 471 253 1458 0.245951 +{GREEN} 18 0 0 18 0.00303644 +Total 2686 2677 565 5928 +Coverage 0.453104 0.451586 0.0953104 + +Cells 7 +Cell Id GillColor Odor EDIBLE POISONOUS Interest Frequency Coverage +C4 {BUFF, PINK, BROWN, ...} {FOUL, SPICY, FISHY, ...} 0 1 0.435161 2206 0.372132 +C1 {BUFF, PINK, BROWN, ...} {NONE} 1 0 0.312701 1934 0.326248 +C5 {WHITE, GRAY, YELLOW} {FOUL, SPICY, FISHY, ...} 0 1 0.0929107 471 0.0794534 +C2 {WHITE, GRAY, YELLOW} {NONE} 0.911444 0.0885559 0.0643237 734 0.123819 +C7 {BUFF, PINK, BROWN, ...} {ALMOND, ANISE} 1 0 0.0504461 312 0.0526316 +C8 {WHITE, GRAY, YELLOW} {ALMOND, ANISE} 1 0 0.0409066 253 0.0426788 +C3 {GREEN} {NONE} 0 1 0.00355073 18 0.00303644 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R50 +Variables + Type Name + Categorical Odor + Categorical SporePrintColor + +Variables stats +Odor +Group Frequency Coverage Size Value list +{NONE, ALMOND, ANISE} 3251 0.548414 3 NONE ALMOND ANISE +{FOUL, SPICY, FISHY, ...} 2677 0.451586 6 FOUL SPICY FISHY PUNGENT CREOSOTE MUSTY * +SporePrintColor +Group Frequency Coverage Size Value list +{BROWN, BLACK, CHOCOLATE, ...} 4162 0.702092 7 BROWN BLACK CHOCOLATE BUFF ORANGE PURPLE YELLOW * +{WHITE} 1711 0.28863 1 WHITE +{GREEN} 55 0.009278 1 GREEN + +Cell frequencies + SporePrintColor +Odor {BROWN, BLACK, CHOCOLATE, ...} {WHITE} {GREEN} Total Coverage +{NONE, ALMOND, ANISE} 2759 437 55 3251 0.548414 +{FOUL, SPICY, FISHY, ...} 1403 1274 0 2677 0.451586 +Total 4162 1711 55 5928 +Coverage 0.702092 0.28863 0.009278 + +Cells 5 +Cell Id Odor SporePrintColor EDIBLE POISONOUS Interest Frequency Coverage +C1 {NONE, ALMOND, ANISE} {BROWN, BLACK, CHOCOLATE, ...} 1 0 0.433173 2759 0.465418 +C2 {FOUL, SPICY, FISHY, ...} {BROWN, BLACK, CHOCOLATE, ...} 0 1 0.268744 1403 0.236673 +C4 {FOUL, SPICY, FISHY, ...} {WHITE} 0 1 0.244034 1274 0.214912 +C3 {NONE, ALMOND, ANISE} {WHITE} 0.935927 0.0640732 0.0435137 437 0.0737179 +C5 {NONE, ALMOND, ANISE} {GREEN} 0 1 0.0105352 55 0.009278 + Total 0.534413 0.465587 1 5928 1 diff --git a/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/InputAll_PreparationReport.xls b/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/InputAll_PreparationReport.xls new file mode 100644 index 000000000..d1a5ccb50 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/InputAll_PreparationReport.xls @@ -0,0 +1,633 @@ +#Khiops 10.1.5 +Descriptive statistics + + +Problem description +Short description + +Dictionary Mushroom +Variables + Categorical 23 + Total 23 + +Database ../../../datasets/Mushroom/Mushroom.txt +Sample percentage 70 +Sampling mode Include sample +Selection variable +Selection value +Instances 5928 + +Learning task Classification analysis + +Target variable Categorical Class + +Target variable stats +Value Frequency Coverage +EDIBLE 3168 0.534413 +POISONOUS 2760 0.465587 + +Evaluated variables 22 +Informative variables 21 + +Max number of constructed variables 0 +Max number of trees 0 +Max number of variable pairs 50 +Discretization MODL +Value grouping MODL + +Null model + Constr. cost 0.693147 + Prep. cost 8.68761 + Data cost 4090.36 + + +Categorical variables statistics + +Rank Name Level Groups Values Mode Mode coverage Constr. cost Prep. cost Data cost +R01 Odor 0.900798 3 9 NONE 0.453104 3.82864 35.694 367.179 +R02 SporePrintColor 0.47984 4 9 WHITE 0.28863 3.82864 43.8179 2084.87 +R03 GillColor 0.402066 6 12 BUFF 0.209345 3.82864 63.2207 2384.32 +R04 StalkSurfaceAboveRing 0.285867 3 4 SMOOTH 0.633097 3.82864 28.5617 2895.37 +R05 RingType 0.283664 4 5 PENDANT 0.470142 3.82864 36.5603 2896.4 +R06 StalkSurfaceBelowRing 0.272744 3 4 SMOOTH 0.605094 3.82864 28.6051 2949.13 +R07 StalkColorAboveRing 0.245938 5 9 WHITE 0.56697 3.82864 50.6463 3036.98 +R08 GillSize 0.228924 2 2 BROAD 0.695175 3.82864 17.2546 3140.12 +R09 StalkColorBelowRing 0.223656 5 9 WHITE 0.557186 3.82864 50.8241 3128.16 +R10 Population 0.20956 5 6 SEVERAL 0.487517 3.82864 45.3128 3191.45 +R11 Bruise 0.158096 2 2 NO 0.601889 3.82864 17.3774 3430.38 +R12 Habitat 0.155388 6 7 WOODS 0.375169 3.82864 52.3352 3406.52 +R13 StalkRoot 0.143978 5 5 BULBOUS 0.446862 3.82864 42.5668 3463.07 +R14 GillSpacing 0.125243 2 2 CLOSE 0.808704 3.82864 16.9402 3565.51 +R15 CapShape 0.0418307 3 6 CONVEX 0.456309 3.82864 31.4583 3892.96 +R16 CapColor 0.0368621 5 10 BROWN 0.273954 3.82864 51.3578 3893.43 +R17 RingNumber 0.0288836 3 3 ONE 0.925101 3.82864 23.682 3953.81 +R18 CapSurface 0.0287294 2 4 SCALY 0.384953 3.82864 19.8392 3958.29 +R19 VeilColor 0.0186198 3 4 WHITE 0.975202 3.82864 23.3998 3996.17 +R20 GillAttachment 0.0109149 2 2 FREE 0.973516 3.82864 15.1539 4036.01 +R21 StalkShape 0.00748534 2 2 TAPERING 0.583502 3.82864 17.3915 4047.83 +R22 VeilType 0 1 1 PARTIAL 1 0.693147 8.68761 4090.36 + + +-------------------------------------------------------------------------------- + +Variables detailed statistics + + +Rank R01 +Variable Categorical Odor + +Variable stats +Group Size Value list +{NONE} 1 NONE +{FOUL, SPICY, FISHY, ...} 6 FOUL SPICY FISHY PUNGENT CREOSOTE MUSTY * +{ALMOND, ANISE} 2 ALMOND ANISE + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{FOUL, SPICY, FISHY, ...} 0 1 0.549437 2677 0.451586 +{NONE} 0.969099 0.030901 0.355515 2686 0.453104 +{ALMOND, ANISE} 1 0 0.0950487 565 0.0953104 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +NONE 2686 0.453104 +FOUL 1499 0.252868 +SPICY 419 0.0706815 +FISHY 414 0.0698381 +ALMOND 294 0.0495951 +ANISE 271 0.0457152 +PUNGENT 174 0.0293522 +CREOSOTE 138 0.0232794 +MUSTY 33 0.0055668 + +---------------------------------------------- +Rank R02 +Variable Categorical SporePrintColor + +Variable stats +Group Size Value list +{BROWN, BLACK} 2 BROWN BLACK +{WHITE} 1 WHITE +{CHOCOLATE, GREEN} 2 CHOCOLATE GREEN +{BUFF, ORANGE, PURPLE, ...} 4 BUFF ORANGE PURPLE YELLOW * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{BROWN, BLACK} 0.892191 0.107809 0.433474 2894 0.488192 +{CHOCOLATE, GREEN} 0.0312764 0.968724 0.367351 1183 0.199561 +{WHITE} 0.239041 0.760959 0.155311 1711 0.28863 +{BUFF, ORANGE, PURPLE, ...} 1 0 0.0438651 140 0.0236167 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +WHITE 1711 0.28863 +BROWN 1480 0.249663 +BLACK 1414 0.238529 +CHOCOLATE 1128 0.190283 +GREEN 55 0.009278 +BUFF 38 0.00641026 +ORANGE 37 0.00624157 +PURPLE 34 0.00573549 +YELLOW 31 0.00522942 + +---------------------------------------------- +Rank R03 +Variable Categorical GillColor + +Variable stats +Group Size Value list +{BROWN, PURPLE, BLACK} 3 BROWN PURPLE BLACK +{BUFF, GREEN} 2 BUFF GREEN * +{PINK} 1 PINK +{CHOCOLATE, GRAY} 2 CHOCOLATE GRAY +{WHITE, YELLOW} 2 WHITE YELLOW +{RED, ORANGE} 2 RED ORANGE + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{BUFF, GREEN} 0 1 0.567346 1259 0.212382 +{BROWN, PURPLE, BLACK} 0.888049 0.111951 0.250144 1456 0.245614 +{WHITE, YELLOW} 0.797024 0.202976 0.0832445 941 0.158738 +{CHOCOLATE, GRAY} 0.335502 0.664498 0.0508656 1076 0.181511 +{RED, ORANGE} 1 0 0.0428459 116 0.0195682 +{PINK} 0.6 0.4 0.0055532 1080 0.182186 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +BUFF 1241 0.209345 +PINK 1080 0.182186 +WHITE 872 0.147099 +BROWN 758 0.127868 +CHOCOLATE 559 0.0942982 +GRAY 517 0.0872132 +PURPLE 352 0.0593792 +BLACK 346 0.0583671 +YELLOW 69 0.0116397 +RED 65 0.0109649 +ORANGE 51 0.00860324 +GREEN 18 0.00303644 + +---------------------------------------------- +Rank R04 +Variable Categorical StalkSurfaceAboveRing + +Variable stats +Group Size Value list +{SMOOTH, SCALY} 2 SMOOTH SCALY * +{SILKY} 1 SILKY +{FIBROUS} 1 FIBROUS + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{SILKY} 0.0592861 0.940714 0.738617 1653 0.278846 +{SMOOTH, SCALY} 0.708068 0.291932 0.199532 3768 0.635628 +{FIBROUS} 0.792899 0.207101 0.0618507 507 0.0855263 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +SMOOTH 3753 0.633097 +SILKY 1653 0.278846 +FIBROUS 507 0.0855263 +SCALY 15 0.00253036 + +---------------------------------------------- +Rank R05 +Variable Categorical RingType + +Variable stats +Group Size Value list +{PENDANT} 1 PENDANT +{EVANESCENT} 1 EVANESCENT +{LARGE, NONE} 2 LARGE NONE * +{FLARING} 1 FLARING + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{LARGE, NONE} 0 1 0.591409 921 0.155364 +{PENDANT} 0.793685 0.206315 0.34179 2787 0.470142 +{EVANESCENT} 0.42098 0.57902 0.0473267 2183 0.368252 +{FLARING} 1 0 0.0194742 37 0.00624157 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +PENDANT 2787 0.470142 +EVANESCENT 2183 0.368252 +LARGE 888 0.149798 +FLARING 37 0.00624157 +NONE 33 0.0055668 + +---------------------------------------------- +Rank R06 +Variable Categorical StalkSurfaceBelowRing + +Variable stats +Group Size Value list +{SMOOTH, SCALY} 2 SMOOTH SCALY * +{SILKY} 1 SILKY +{FIBROUS} 1 FIBROUS + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{SILKY} 0.0617207 0.938279 0.740765 1604 0.27058 +{SMOOTH, SCALY} 0.695238 0.304762 0.179003 3780 0.637652 +{FIBROUS} 0.810662 0.189338 0.0802322 544 0.0917679 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +SMOOTH 3587 0.605094 +SILKY 1604 0.27058 +FIBROUS 544 0.0917679 +SCALY 193 0.0325574 + +---------------------------------------------- +Rank R07 +Variable Categorical StalkColorAboveRing + +Variable stats +Group Size Value list +{WHITE} 1 WHITE +{PINK} 1 PINK +{GRAY, ORANGE, RED} 3 GRAY ORANGE RED +{BUFF, CINNAMON, YELLOW} 3 BUFF CINNAMON YELLOW * +{BROWN} 1 BROWN + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{GRAY, ORANGE, RED} 1 0 0.367734 615 0.103745 +{BUFF, CINNAMON, YELLOW} 0 1 0.234902 322 0.0543185 +{BROWN} 0.0316456 0.968354 0.186866 316 0.0533063 +{PINK} 0.30137 0.69863 0.139043 1314 0.22166 +{WHITE} 0.638798 0.361202 0.0714553 3361 0.56697 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +WHITE 3361 0.56697 +PINK 1314 0.22166 +GRAY 410 0.0691633 +BROWN 316 0.0533063 +BUFF 284 0.0479082 +ORANGE 142 0.0239541 +RED 63 0.0106275 +CINNAMON 33 0.0055668 +YELLOW 5 0.000843455 + +---------------------------------------------- +Rank R08 +Variable Categorical GillSize + +Variable stats +Group Size Value list +{BROAD} 1 BROAD +{NARROW} 1 NARROW * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{NARROW} 0.125069 0.874931 0.706633 1807 0.304825 +{BROAD} 0.713904 0.286096 0.293367 4121 0.695175 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +BROAD 4121 0.695175 +NARROW 1807 0.304825 + +---------------------------------------------- +Rank R09 +Variable Categorical StalkColorBelowRing + +Variable stats +Group Size Value list +{WHITE} 1 WHITE +{PINK} 1 PINK +{GRAY, ORANGE, RED} 3 GRAY ORANGE RED +{BROWN} 1 BROWN +{BUFF, CINNAMON, YELLOW} 3 BUFF CINNAMON YELLOW * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{GRAY, ORANGE, RED} 1 0 0.393296 600 0.101215 +{BUFF, CINNAMON, YELLOW} 0 1 0.279903 350 0.0590418 +{PINK} 0.30564 0.69436 0.146517 1312 0.221323 +{BROWN} 0.173554 0.826446 0.105969 363 0.0612348 +{WHITE} 0.636997 0.363003 0.0743147 3303 0.557186 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +WHITE 3303 0.557186 +PINK 1312 0.221323 +GRAY 394 0.0664642 +BROWN 363 0.0612348 +BUFF 301 0.050776 +ORANGE 142 0.0239541 +RED 64 0.0107962 +CINNAMON 33 0.0055668 +YELLOW 16 0.00269906 + +---------------------------------------------- +Rank R10 +Variable Categorical Population + +Variable stats +Group Size Value list +{SEVERAL} 1 SEVERAL +{SOLITARY} 1 SOLITARY +{SCATTERED} 1 SCATTERED +{ABUNDANT, NUMEROUS} 2 ABUNDANT NUMEROUS +{CLUSTERED} 1 CLUSTERED * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{ABUNDANT, NUMEROUS} 1 0 0.457936 650 0.109649 +{SEVERAL} 0.29827 0.70173 0.370249 2890 0.487517 +{SCATTERED} 0.740166 0.259834 0.0972382 966 0.162955 +{CLUSTERED} 0.82377 0.17623 0.0508243 244 0.0411606 +{SOLITARY} 0.628183 0.371817 0.0237528 1178 0.198718 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +SEVERAL 2890 0.487517 +SOLITARY 1178 0.198718 +SCATTERED 966 0.162955 +ABUNDANT 366 0.0617409 +NUMEROUS 284 0.0479082 +CLUSTERED 244 0.0411606 + +---------------------------------------------- +Rank R11 +Variable Categorical Bruise + +Variable stats +Group Size Value list +{NO} 1 NO +{BRUISES} 1 BRUISES * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{BRUISES} 0.814831 0.185169 0.621883 2360 0.398111 +{NO} 0.348935 0.651065 0.378117 3568 0.601889 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +NO 3568 0.601889 +BRUISES 2360 0.398111 + +---------------------------------------------- +Rank R12 +Variable Categorical Habitat + +Variable stats +Group Size Value list +{WOODS} 1 WOODS +{GRASSES} 1 GRASSES +{LEAVES, URBAN} 2 LEAVES URBAN +{PATHS} 1 PATHS +{MEADOWS} 1 MEADOWS +{WASTE} 1 WASTE * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{PATHS} 0.108886 0.891114 0.482303 799 0.134784 +{LEAVES, URBAN} 0.301606 0.698394 0.143722 872 0.147099 +{GRASSES} 0.69715 0.30285 0.138157 1684 0.284076 +{WASTE} 1 0 0.120394 129 0.0217611 +{MEADOWS} 0.881818 0.118182 0.0916189 220 0.037112 +{WOODS} 0.593975 0.406025 0.0238039 2224 0.375169 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +WOODS 2224 0.375169 +GRASSES 1684 0.284076 +PATHS 799 0.134784 +LEAVES 621 0.104757 +URBAN 251 0.0423414 +MEADOWS 220 0.037112 +WASTE 129 0.0217611 + +---------------------------------------------- +Rank R13 +Variable Categorical StalkRoot + +Variable stats +Group Size Value list +{BULBOUS} 1 BULBOUS +{?} 1 ? +{EQUAL} 1 EQUAL +{CLUB} 1 CLUB +{ROOTED} 1 ROOTED * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{?} 0.286686 0.713314 0.359363 1765 0.29774 +{EQUAL} 0.822268 0.177732 0.290265 979 0.165148 +{CLUB} 0.906863 0.0931373 0.217754 408 0.0688259 +{ROOTED} 1 0 0.12882 127 0.0214238 +{BULBOUS} 0.513401 0.486599 0.00379824 2649 0.446862 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +BULBOUS 2649 0.446862 +? 1765 0.29774 +EQUAL 979 0.165148 +CLUB 408 0.0688259 +ROOTED 127 0.0214238 + +---------------------------------------------- +Rank R14 +Variable Categorical GillSpacing + +Variable stats +Group Size Value list +{CLOSE} 1 CLOSE +{CROWDED} 1 CROWDED * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{CROWDED} 0.931217 0.0687831 0.837822 1134 0.191296 +{CLOSE} 0.440551 0.559449 0.162178 4794 0.808704 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +CLOSE 4794 0.808704 +CROWDED 1134 0.191296 + +---------------------------------------------- +Rank R15 +Variable Categorical CapShape + +Variable stats +Group Size Value list +{CONVEX, FLAT} 2 CONVEX FLAT +{KNOBBED, CONICAL} 2 KNOBBED CONICAL * +{BELL, SUNKEN} 2 BELL SUNKEN + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{BELL, SUNKEN} 0.89881 0.10119 0.548736 336 0.0566802 +{KNOBBED, CONICAL} 0.268251 0.731749 0.448791 589 0.099359 +{CONVEX, FLAT} 0.541275 0.458725 0.0024731 5003 0.843961 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +CONVEX 2705 0.456309 +FLAT 2298 0.387652 +KNOBBED 587 0.0990216 +BELL 319 0.0538124 +SUNKEN 17 0.00286775 +CONICAL 2 0.000337382 + +---------------------------------------------- +Rank R16 +Variable Categorical CapColor + +Variable stats +Group Size Value list +{RED, YELLOW, BUFF, ...} 4 RED YELLOW BUFF PINK +{BROWN} 1 BROWN +{GRAY} 1 GRAY +{WHITE, CINNAMON} 2 WHITE CINNAMON +{PURPLE, GREEN} 2 PURPLE GREEN * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{RED, YELLOW, BUFF, ...} 0.380531 0.619469 0.520497 2034 0.343117 +{WHITE, CINNAMON} 0.706422 0.293578 0.252875 763 0.128711 +{GRAY} 0.628032 0.371968 0.1424 1484 0.250337 +{PURPLE, GREEN} 1 0 0.0773642 23 0.00387989 +{BROWN} 0.554187 0.445813 0.00686462 1624 0.273954 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +BROWN 1624 0.273954 +GRAY 1484 0.250337 +RED 1074 0.181174 +YELLOW 733 0.12365 +WHITE 731 0.123313 +BUFF 130 0.0219298 +PINK 97 0.016363 +CINNAMON 32 0.00539811 +PURPLE 13 0.00219298 +GREEN 10 0.00168691 + +---------------------------------------------- +Rank R17 +Variable Categorical RingNumber + +Variable stats +Group Size Value list +{ONE} 1 ONE +{TWO} 1 TWO +{NONE} 1 NONE * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{TWO} 0.86618 0.13382 0.772802 411 0.069332 +{NONE} 0 1 0.188642 33 0.0055668 +{ONE} 0.512764 0.487236 0.0385558 5484 0.925101 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +ONE 5484 0.925101 +TWO 411 0.069332 +NONE 33 0.0055668 + +---------------------------------------------- +Rank R18 +Variable Categorical CapSurface + +Variable stats +Group Size Value list +{SCALY, SMOOTH, GROOVES} 3 SCALY SMOOTH GROOVES * +{FIBROUS} 1 FIBROUS + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{FIBROUS} 0.6955 0.3045 0.718902 1711 0.28863 +{SCALY, SMOOTH, GROOVES} 0.469054 0.530946 0.281098 4217 0.71137 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +SCALY 2282 0.384953 +SMOOTH 1932 0.325911 +FIBROUS 1711 0.28863 +GROOVES 3 0.000506073 + +---------------------------------------------- +Rank R19 +Variable Categorical VeilColor + +Variable stats +Group Size Value list +{WHITE} 1 WHITE +{ORANGE, BROWN} 2 ORANGE BROWN +{YELLOW} 1 YELLOW * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{ORANGE, BROWN} 1 0 0.944583 142 0.0239541 +{YELLOW} 0 1 0.0405783 5 0.000843455 +{WHITE} 0.523439 0.476561 0.0148388 5781 0.975202 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +WHITE 5781 0.975202 +ORANGE 76 0.0128205 +BROWN 66 0.0111336 +YELLOW 5 0.000843455 + +---------------------------------------------- +Rank R20 +Variable Categorical GillAttachment + +Variable stats +Group Size Value list +{FREE} 1 FREE +{ATTACHED} 1 ATTACHED * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{ATTACHED} 0.904459 0.0955414 0.977475 157 0.0264845 +{FREE} 0.524346 0.475654 0.0225246 5771 0.973516 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +FREE 5771 0.973516 +ATTACHED 157 0.0264845 + +---------------------------------------------- +Rank R21 +Variable Categorical StalkShape + +Variable stats +Group Size Value list +{TAPERING} 1 TAPERING +{ENLARGING} 1 ENLARGING * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{ENLARGING} 0.466991 0.533009 0.581265 2469 0.416498 +{TAPERING} 0.582538 0.417462 0.418735 3459 0.583502 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +TAPERING 3459 0.583502 +ENLARGING 2469 0.416498 diff --git a/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/InputVar1AllMax0_AllReports.khj b/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/InputVar1AllMax0_AllReports.khj new file mode 100644 index 000000000..b79430259 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/InputVar1AllMax0_AllReports.khj @@ -0,0 +1,1079 @@ +{ + "tool": "Khiops", + "version": "10.1.5", + "shortDescription": "", + "preparationReport": { + "reportType": "Preparation", + "summary": { + "dictionary": "Mushroom", + "variables": { + "types": [ + "Categorical" + ], + "numbers": [ + 23 + ] + }, + "database": "..\/..\/..\/datasets\/Mushroom\/Mushroom.txt", + "samplePercentage": 70, + "samplingMode": "Include sample", + "selectionVariable": "", + "selectionValue": "", + "instances": 5928, + "learningTask": "Classification analysis", + "targetVariable": "Class", + "targetDescriptiveStats": { + "values": 2, + "mode": "EDIBLE", + "modeFrequency": 3168 + }, + "targetValues": { + "values": ["EDIBLE","POISONOUS"], + "frequencies": [3168,2760] + }, + "evaluatedVariables": 22, + "informativeVariables": 21, + "featureEngineering": { + "maxNumberOfConstructedVariables": 0, + "maxNumberOfTrees": 0, + "maxNumberOfVariablePairs": 0 + }, + "discretization": "MODL", + "valueGrouping": "MODL", + "nullModel": { + "constructionCost": 0.693147, + "preparationCost": 8.68761, + "dataCost": 4090.36 + } + }, + "variablesStatistics": [ + { + "rank": "R01", + "name": "Odor", + "type": "Categorical", + "level": 0.900809, + "parts": 3, + "values": 9, + "mode": "NONE", + "modeFrequency": 2686, + "constructionCost": 3.78419, + "preparationCost": 35.694, + "dataCost": 367.179 + }, + { + "rank": "R02", + "name": "SporePrintColor", + "type": "Categorical", + "level": 0.479851, + "parts": 4, + "values": 9, + "mode": "WHITE", + "modeFrequency": 1711, + "constructionCost": 3.78419, + "preparationCost": 43.8179, + "dataCost": 2084.87 + }, + { + "rank": "R03", + "name": "GillColor", + "type": "Categorical", + "level": 0.402077, + "parts": 6, + "values": 12, + "mode": "BUFF", + "modeFrequency": 1241, + "constructionCost": 3.78419, + "preparationCost": 63.2207, + "dataCost": 2384.32 + }, + { + "rank": "R04", + "name": "StalkSurfaceAboveRing", + "type": "Categorical", + "level": 0.285877, + "parts": 3, + "values": 4, + "mode": "SMOOTH", + "modeFrequency": 3753, + "constructionCost": 3.78419, + "preparationCost": 28.5617, + "dataCost": 2895.37 + }, + { + "rank": "R05", + "name": "RingType", + "type": "Categorical", + "level": 0.283675, + "parts": 4, + "values": 5, + "mode": "PENDANT", + "modeFrequency": 2787, + "constructionCost": 3.78419, + "preparationCost": 36.5603, + "dataCost": 2896.4 + }, + { + "rank": "R06", + "name": "StalkSurfaceBelowRing", + "type": "Categorical", + "level": 0.272755, + "parts": 3, + "values": 4, + "mode": "SMOOTH", + "modeFrequency": 3587, + "constructionCost": 3.78419, + "preparationCost": 28.6051, + "dataCost": 2949.13 + }, + { + "rank": "R07", + "name": "StalkColorAboveRing", + "type": "Categorical", + "level": 0.245949, + "parts": 5, + "values": 9, + "mode": "WHITE", + "modeFrequency": 3361, + "constructionCost": 3.78419, + "preparationCost": 50.6463, + "dataCost": 3036.98 + }, + { + "rank": "R08", + "name": "GillSize", + "type": "Categorical", + "level": 0.228935, + "parts": 2, + "values": 2, + "mode": "BROAD", + "modeFrequency": 4121, + "constructionCost": 3.78419, + "preparationCost": 17.2546, + "dataCost": 3140.12 + }, + { + "rank": "R09", + "name": "StalkColorBelowRing", + "type": "Categorical", + "level": 0.223667, + "parts": 5, + "values": 9, + "mode": "WHITE", + "modeFrequency": 3303, + "constructionCost": 3.78419, + "preparationCost": 50.8241, + "dataCost": 3128.16 + }, + { + "rank": "R10", + "name": "Population", + "type": "Categorical", + "level": 0.209571, + "parts": 5, + "values": 6, + "mode": "SEVERAL", + "modeFrequency": 2890, + "constructionCost": 3.78419, + "preparationCost": 45.3128, + "dataCost": 3191.45 + }, + { + "rank": "R11", + "name": "Bruise", + "type": "Categorical", + "level": 0.158107, + "parts": 2, + "values": 2, + "mode": "NO", + "modeFrequency": 3568, + "constructionCost": 3.78419, + "preparationCost": 17.3774, + "dataCost": 3430.38 + }, + { + "rank": "R12", + "name": "Habitat", + "type": "Categorical", + "level": 0.155399, + "parts": 6, + "values": 7, + "mode": "WOODS", + "modeFrequency": 2224, + "constructionCost": 3.78419, + "preparationCost": 52.3352, + "dataCost": 3406.52 + }, + { + "rank": "R13", + "name": "StalkRoot", + "type": "Categorical", + "level": 0.143989, + "parts": 5, + "values": 5, + "mode": "BULBOUS", + "modeFrequency": 2649, + "constructionCost": 3.78419, + "preparationCost": 42.5668, + "dataCost": 3463.07 + }, + { + "rank": "R14", + "name": "GillSpacing", + "type": "Categorical", + "level": 0.125254, + "parts": 2, + "values": 2, + "mode": "CLOSE", + "modeFrequency": 4794, + "constructionCost": 3.78419, + "preparationCost": 16.9402, + "dataCost": 3565.51 + }, + { + "rank": "R15", + "name": "CapShape", + "type": "Categorical", + "level": 0.0418416, + "parts": 3, + "values": 6, + "mode": "CONVEX", + "modeFrequency": 2705, + "constructionCost": 3.78419, + "preparationCost": 31.4583, + "dataCost": 3892.96 + }, + { + "rank": "R16", + "name": "CapColor", + "type": "Categorical", + "level": 0.0368729, + "parts": 5, + "values": 10, + "mode": "BROWN", + "modeFrequency": 1624, + "constructionCost": 3.78419, + "preparationCost": 51.3578, + "dataCost": 3893.43 + }, + { + "rank": "R17", + "name": "RingNumber", + "type": "Categorical", + "level": 0.0288945, + "parts": 3, + "values": 3, + "mode": "ONE", + "modeFrequency": 5484, + "constructionCost": 3.78419, + "preparationCost": 23.682, + "dataCost": 3953.81 + }, + { + "rank": "R18", + "name": "CapSurface", + "type": "Categorical", + "level": 0.0287403, + "parts": 2, + "values": 4, + "mode": "SCALY", + "modeFrequency": 2282, + "constructionCost": 3.78419, + "preparationCost": 19.8392, + "dataCost": 3958.29 + }, + { + "rank": "R19", + "name": "VeilColor", + "type": "Categorical", + "level": 0.0186307, + "parts": 3, + "values": 4, + "mode": "WHITE", + "modeFrequency": 5781, + "constructionCost": 3.78419, + "preparationCost": 23.3998, + "dataCost": 3996.17 + }, + { + "rank": "R20", + "name": "GillAttachment", + "type": "Categorical", + "level": 0.0109258, + "parts": 2, + "values": 2, + "mode": "FREE", + "modeFrequency": 5771, + "constructionCost": 3.78419, + "preparationCost": 15.1539, + "dataCost": 4036.01 + }, + { + "rank": "R21", + "name": "StalkShape", + "type": "Categorical", + "level": 0.00749619, + "parts": 2, + "values": 2, + "mode": "TAPERING", + "modeFrequency": 3459, + "constructionCost": 3.78419, + "preparationCost": 17.3915, + "dataCost": 4047.83 + }, + { + "rank": "R22", + "name": "VeilType", + "type": "Categorical", + "level": 0, + "parts": 1, + "values": 1, + "mode": "PARTIAL", + "modeFrequency": 5928, + "constructionCost": 0.693147, + "preparationCost": 8.68761, + "dataCost": 4090.36 + } + ], + "variablesDetailedStatistics": { + "R01": { + "dataGrid": { + "isSupervised": true, + "dimensions": [ + { + "variable": "Odor", + "type": "Categorical", + "partitionType": "Value groups", + "partition": [ + ["NONE"], + ["FOUL","SPICY","FISHY","PUNGENT","CREOSOTE","MUSTY"], + ["ALMOND","ANISE"] + ], + "defaultGroupIndex": 1 + }, + { + "variable": "Class", + "type": "Categorical", + "partitionType": "Values", + "partition": ["EDIBLE","POISONOUS"] + } + ], + "partTargetFrequencies": [ + [2603,83], + [0,2677], + [565,0] + ], + "partInterests": [0.355515,0.549437,0.0950487] + }, + "inputValues": { + "values": ["NONE","FOUL","SPICY","FISHY","ALMOND","ANISE","PUNGENT","CREOSOTE","MUSTY"], + "frequencies": 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b/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/InputVar1AllMax0_PreparationReport.xls @@ -0,0 +1,633 @@ +#Khiops 10.1.5 +Descriptive statistics + + +Problem description +Short description + +Dictionary Mushroom +Variables + Categorical 23 + Total 23 + +Database ../../../datasets/Mushroom/Mushroom.txt +Sample percentage 70 +Sampling mode Include sample +Selection variable +Selection value +Instances 5928 + +Learning task Classification analysis + +Target variable Categorical Class + +Target variable stats +Value Frequency Coverage +EDIBLE 3168 0.534413 +POISONOUS 2760 0.465587 + +Evaluated variables 22 +Informative variables 21 + +Max number of constructed variables 0 +Max number of trees 0 +Max number of variable pairs 0 +Discretization MODL +Value grouping MODL + +Null model + Constr. cost 0.693147 + Prep. cost 8.68761 + Data cost 4090.36 + + +Categorical variables statistics + +Rank Name Level Groups Values Mode Mode coverage Constr. cost Prep. cost Data cost +R01 Odor 0.900809 3 9 NONE 0.453104 3.78419 35.694 367.179 +R02 SporePrintColor 0.479851 4 9 WHITE 0.28863 3.78419 43.8179 2084.87 +R03 GillColor 0.402077 6 12 BUFF 0.209345 3.78419 63.2207 2384.32 +R04 StalkSurfaceAboveRing 0.285877 3 4 SMOOTH 0.633097 3.78419 28.5617 2895.37 +R05 RingType 0.283675 4 5 PENDANT 0.470142 3.78419 36.5603 2896.4 +R06 StalkSurfaceBelowRing 0.272755 3 4 SMOOTH 0.605094 3.78419 28.6051 2949.13 +R07 StalkColorAboveRing 0.245949 5 9 WHITE 0.56697 3.78419 50.6463 3036.98 +R08 GillSize 0.228935 2 2 BROAD 0.695175 3.78419 17.2546 3140.12 +R09 StalkColorBelowRing 0.223667 5 9 WHITE 0.557186 3.78419 50.8241 3128.16 +R10 Population 0.209571 5 6 SEVERAL 0.487517 3.78419 45.3128 3191.45 +R11 Bruise 0.158107 2 2 NO 0.601889 3.78419 17.3774 3430.38 +R12 Habitat 0.155399 6 7 WOODS 0.375169 3.78419 52.3352 3406.52 +R13 StalkRoot 0.143989 5 5 BULBOUS 0.446862 3.78419 42.5668 3463.07 +R14 GillSpacing 0.125254 2 2 CLOSE 0.808704 3.78419 16.9402 3565.51 +R15 CapShape 0.0418416 3 6 CONVEX 0.456309 3.78419 31.4583 3892.96 +R16 CapColor 0.0368729 5 10 BROWN 0.273954 3.78419 51.3578 3893.43 +R17 RingNumber 0.0288945 3 3 ONE 0.925101 3.78419 23.682 3953.81 +R18 CapSurface 0.0287403 2 4 SCALY 0.384953 3.78419 19.8392 3958.29 +R19 VeilColor 0.0186307 3 4 WHITE 0.975202 3.78419 23.3998 3996.17 +R20 GillAttachment 0.0109258 2 2 FREE 0.973516 3.78419 15.1539 4036.01 +R21 StalkShape 0.00749619 2 2 TAPERING 0.583502 3.78419 17.3915 4047.83 +R22 VeilType 0 1 1 PARTIAL 1 0.693147 8.68761 4090.36 + + +-------------------------------------------------------------------------------- + +Variables detailed statistics + + +Rank R01 +Variable Categorical Odor + +Variable stats +Group Size Value list +{NONE} 1 NONE +{FOUL, SPICY, FISHY, ...} 6 FOUL SPICY FISHY PUNGENT CREOSOTE MUSTY * +{ALMOND, ANISE} 2 ALMOND ANISE + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{FOUL, SPICY, FISHY, ...} 0 1 0.549437 2677 0.451586 +{NONE} 0.969099 0.030901 0.355515 2686 0.453104 +{ALMOND, ANISE} 1 0 0.0950487 565 0.0953104 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +NONE 2686 0.453104 +FOUL 1499 0.252868 +SPICY 419 0.0706815 +FISHY 414 0.0698381 +ALMOND 294 0.0495951 +ANISE 271 0.0457152 +PUNGENT 174 0.0293522 +CREOSOTE 138 0.0232794 +MUSTY 33 0.0055668 + +---------------------------------------------- +Rank R02 +Variable Categorical SporePrintColor + +Variable stats +Group Size Value list +{BROWN, BLACK} 2 BROWN BLACK +{WHITE} 1 WHITE +{CHOCOLATE, GREEN} 2 CHOCOLATE GREEN +{BUFF, ORANGE, PURPLE, ...} 4 BUFF ORANGE PURPLE YELLOW * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{BROWN, BLACK} 0.892191 0.107809 0.433474 2894 0.488192 +{CHOCOLATE, GREEN} 0.0312764 0.968724 0.367351 1183 0.199561 +{WHITE} 0.239041 0.760959 0.155311 1711 0.28863 +{BUFF, ORANGE, PURPLE, ...} 1 0 0.0438651 140 0.0236167 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +WHITE 1711 0.28863 +BROWN 1480 0.249663 +BLACK 1414 0.238529 +CHOCOLATE 1128 0.190283 +GREEN 55 0.009278 +BUFF 38 0.00641026 +ORANGE 37 0.00624157 +PURPLE 34 0.00573549 +YELLOW 31 0.00522942 + +---------------------------------------------- +Rank R03 +Variable Categorical GillColor + +Variable stats +Group Size Value list +{BROWN, PURPLE, BLACK} 3 BROWN PURPLE BLACK +{BUFF, GREEN} 2 BUFF GREEN * +{PINK} 1 PINK +{CHOCOLATE, GRAY} 2 CHOCOLATE GRAY +{WHITE, YELLOW} 2 WHITE YELLOW +{RED, ORANGE} 2 RED ORANGE + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{BUFF, GREEN} 0 1 0.567346 1259 0.212382 +{BROWN, PURPLE, BLACK} 0.888049 0.111951 0.250144 1456 0.245614 +{WHITE, YELLOW} 0.797024 0.202976 0.0832445 941 0.158738 +{CHOCOLATE, GRAY} 0.335502 0.664498 0.0508656 1076 0.181511 +{RED, ORANGE} 1 0 0.0428459 116 0.0195682 +{PINK} 0.6 0.4 0.0055532 1080 0.182186 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +BUFF 1241 0.209345 +PINK 1080 0.182186 +WHITE 872 0.147099 +BROWN 758 0.127868 +CHOCOLATE 559 0.0942982 +GRAY 517 0.0872132 +PURPLE 352 0.0593792 +BLACK 346 0.0583671 +YELLOW 69 0.0116397 +RED 65 0.0109649 +ORANGE 51 0.00860324 +GREEN 18 0.00303644 + +---------------------------------------------- +Rank R04 +Variable Categorical StalkSurfaceAboveRing + +Variable stats +Group Size Value list +{SMOOTH, SCALY} 2 SMOOTH SCALY * +{SILKY} 1 SILKY +{FIBROUS} 1 FIBROUS + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{SILKY} 0.0592861 0.940714 0.738617 1653 0.278846 +{SMOOTH, SCALY} 0.708068 0.291932 0.199532 3768 0.635628 +{FIBROUS} 0.792899 0.207101 0.0618507 507 0.0855263 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +SMOOTH 3753 0.633097 +SILKY 1653 0.278846 +FIBROUS 507 0.0855263 +SCALY 15 0.00253036 + +---------------------------------------------- +Rank R05 +Variable Categorical RingType + +Variable stats +Group Size Value list +{PENDANT} 1 PENDANT +{EVANESCENT} 1 EVANESCENT +{LARGE, NONE} 2 LARGE NONE * +{FLARING} 1 FLARING + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{LARGE, NONE} 0 1 0.591409 921 0.155364 +{PENDANT} 0.793685 0.206315 0.34179 2787 0.470142 +{EVANESCENT} 0.42098 0.57902 0.0473267 2183 0.368252 +{FLARING} 1 0 0.0194742 37 0.00624157 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +PENDANT 2787 0.470142 +EVANESCENT 2183 0.368252 +LARGE 888 0.149798 +FLARING 37 0.00624157 +NONE 33 0.0055668 + +---------------------------------------------- +Rank R06 +Variable Categorical StalkSurfaceBelowRing + +Variable stats +Group Size Value list +{SMOOTH, SCALY} 2 SMOOTH SCALY * +{SILKY} 1 SILKY +{FIBROUS} 1 FIBROUS + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{SILKY} 0.0617207 0.938279 0.740765 1604 0.27058 +{SMOOTH, SCALY} 0.695238 0.304762 0.179003 3780 0.637652 +{FIBROUS} 0.810662 0.189338 0.0802322 544 0.0917679 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +SMOOTH 3587 0.605094 +SILKY 1604 0.27058 +FIBROUS 544 0.0917679 +SCALY 193 0.0325574 + +---------------------------------------------- +Rank R07 +Variable Categorical StalkColorAboveRing + +Variable stats +Group Size Value list +{WHITE} 1 WHITE +{PINK} 1 PINK +{GRAY, ORANGE, RED} 3 GRAY ORANGE RED +{BUFF, CINNAMON, YELLOW} 3 BUFF CINNAMON YELLOW * +{BROWN} 1 BROWN + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{GRAY, ORANGE, RED} 1 0 0.367734 615 0.103745 +{BUFF, CINNAMON, YELLOW} 0 1 0.234902 322 0.0543185 +{BROWN} 0.0316456 0.968354 0.186866 316 0.0533063 +{PINK} 0.30137 0.69863 0.139043 1314 0.22166 +{WHITE} 0.638798 0.361202 0.0714553 3361 0.56697 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +WHITE 3361 0.56697 +PINK 1314 0.22166 +GRAY 410 0.0691633 +BROWN 316 0.0533063 +BUFF 284 0.0479082 +ORANGE 142 0.0239541 +RED 63 0.0106275 +CINNAMON 33 0.0055668 +YELLOW 5 0.000843455 + +---------------------------------------------- +Rank R08 +Variable Categorical GillSize + +Variable stats +Group Size Value list +{BROAD} 1 BROAD +{NARROW} 1 NARROW * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{NARROW} 0.125069 0.874931 0.706633 1807 0.304825 +{BROAD} 0.713904 0.286096 0.293367 4121 0.695175 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +BROAD 4121 0.695175 +NARROW 1807 0.304825 + +---------------------------------------------- +Rank R09 +Variable Categorical StalkColorBelowRing + +Variable stats +Group Size Value list +{WHITE} 1 WHITE +{PINK} 1 PINK +{GRAY, ORANGE, RED} 3 GRAY ORANGE RED +{BROWN} 1 BROWN +{BUFF, CINNAMON, YELLOW} 3 BUFF CINNAMON YELLOW * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{GRAY, ORANGE, RED} 1 0 0.393296 600 0.101215 +{BUFF, CINNAMON, YELLOW} 0 1 0.279903 350 0.0590418 +{PINK} 0.30564 0.69436 0.146517 1312 0.221323 +{BROWN} 0.173554 0.826446 0.105969 363 0.0612348 +{WHITE} 0.636997 0.363003 0.0743147 3303 0.557186 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +WHITE 3303 0.557186 +PINK 1312 0.221323 +GRAY 394 0.0664642 +BROWN 363 0.0612348 +BUFF 301 0.050776 +ORANGE 142 0.0239541 +RED 64 0.0107962 +CINNAMON 33 0.0055668 +YELLOW 16 0.00269906 + +---------------------------------------------- +Rank R10 +Variable Categorical Population + +Variable stats +Group Size Value list +{SEVERAL} 1 SEVERAL +{SOLITARY} 1 SOLITARY +{SCATTERED} 1 SCATTERED +{ABUNDANT, NUMEROUS} 2 ABUNDANT NUMEROUS +{CLUSTERED} 1 CLUSTERED * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{ABUNDANT, NUMEROUS} 1 0 0.457936 650 0.109649 +{SEVERAL} 0.29827 0.70173 0.370249 2890 0.487517 +{SCATTERED} 0.740166 0.259834 0.0972382 966 0.162955 +{CLUSTERED} 0.82377 0.17623 0.0508243 244 0.0411606 +{SOLITARY} 0.628183 0.371817 0.0237528 1178 0.198718 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +SEVERAL 2890 0.487517 +SOLITARY 1178 0.198718 +SCATTERED 966 0.162955 +ABUNDANT 366 0.0617409 +NUMEROUS 284 0.0479082 +CLUSTERED 244 0.0411606 + +---------------------------------------------- +Rank R11 +Variable Categorical Bruise + +Variable stats +Group Size Value list +{NO} 1 NO +{BRUISES} 1 BRUISES * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{BRUISES} 0.814831 0.185169 0.621883 2360 0.398111 +{NO} 0.348935 0.651065 0.378117 3568 0.601889 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +NO 3568 0.601889 +BRUISES 2360 0.398111 + +---------------------------------------------- +Rank R12 +Variable Categorical Habitat + +Variable stats +Group Size Value list +{WOODS} 1 WOODS +{GRASSES} 1 GRASSES +{LEAVES, URBAN} 2 LEAVES URBAN +{PATHS} 1 PATHS +{MEADOWS} 1 MEADOWS +{WASTE} 1 WASTE * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{PATHS} 0.108886 0.891114 0.482303 799 0.134784 +{LEAVES, URBAN} 0.301606 0.698394 0.143722 872 0.147099 +{GRASSES} 0.69715 0.30285 0.138157 1684 0.284076 +{WASTE} 1 0 0.120394 129 0.0217611 +{MEADOWS} 0.881818 0.118182 0.0916189 220 0.037112 +{WOODS} 0.593975 0.406025 0.0238039 2224 0.375169 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +WOODS 2224 0.375169 +GRASSES 1684 0.284076 +PATHS 799 0.134784 +LEAVES 621 0.104757 +URBAN 251 0.0423414 +MEADOWS 220 0.037112 +WASTE 129 0.0217611 + +---------------------------------------------- +Rank R13 +Variable Categorical StalkRoot + +Variable stats +Group Size Value list +{BULBOUS} 1 BULBOUS +{?} 1 ? +{EQUAL} 1 EQUAL +{CLUB} 1 CLUB +{ROOTED} 1 ROOTED * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{?} 0.286686 0.713314 0.359363 1765 0.29774 +{EQUAL} 0.822268 0.177732 0.290265 979 0.165148 +{CLUB} 0.906863 0.0931373 0.217754 408 0.0688259 +{ROOTED} 1 0 0.12882 127 0.0214238 +{BULBOUS} 0.513401 0.486599 0.00379824 2649 0.446862 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +BULBOUS 2649 0.446862 +? 1765 0.29774 +EQUAL 979 0.165148 +CLUB 408 0.0688259 +ROOTED 127 0.0214238 + +---------------------------------------------- +Rank R14 +Variable Categorical GillSpacing + +Variable stats +Group Size Value list +{CLOSE} 1 CLOSE +{CROWDED} 1 CROWDED * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{CROWDED} 0.931217 0.0687831 0.837822 1134 0.191296 +{CLOSE} 0.440551 0.559449 0.162178 4794 0.808704 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +CLOSE 4794 0.808704 +CROWDED 1134 0.191296 + +---------------------------------------------- +Rank R15 +Variable Categorical CapShape + +Variable stats +Group Size Value list +{CONVEX, FLAT} 2 CONVEX FLAT +{KNOBBED, CONICAL} 2 KNOBBED CONICAL * +{BELL, SUNKEN} 2 BELL SUNKEN + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{BELL, SUNKEN} 0.89881 0.10119 0.548736 336 0.0566802 +{KNOBBED, CONICAL} 0.268251 0.731749 0.448791 589 0.099359 +{CONVEX, FLAT} 0.541275 0.458725 0.0024731 5003 0.843961 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +CONVEX 2705 0.456309 +FLAT 2298 0.387652 +KNOBBED 587 0.0990216 +BELL 319 0.0538124 +SUNKEN 17 0.00286775 +CONICAL 2 0.000337382 + +---------------------------------------------- +Rank R16 +Variable Categorical CapColor + +Variable stats +Group Size Value list +{RED, YELLOW, BUFF, ...} 4 RED YELLOW BUFF PINK +{BROWN} 1 BROWN +{GRAY} 1 GRAY +{WHITE, CINNAMON} 2 WHITE CINNAMON +{PURPLE, GREEN} 2 PURPLE GREEN * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{RED, YELLOW, BUFF, ...} 0.380531 0.619469 0.520497 2034 0.343117 +{WHITE, CINNAMON} 0.706422 0.293578 0.252875 763 0.128711 +{GRAY} 0.628032 0.371968 0.1424 1484 0.250337 +{PURPLE, GREEN} 1 0 0.0773642 23 0.00387989 +{BROWN} 0.554187 0.445813 0.00686462 1624 0.273954 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +BROWN 1624 0.273954 +GRAY 1484 0.250337 +RED 1074 0.181174 +YELLOW 733 0.12365 +WHITE 731 0.123313 +BUFF 130 0.0219298 +PINK 97 0.016363 +CINNAMON 32 0.00539811 +PURPLE 13 0.00219298 +GREEN 10 0.00168691 + +---------------------------------------------- +Rank R17 +Variable Categorical RingNumber + +Variable stats +Group Size Value list +{ONE} 1 ONE +{TWO} 1 TWO +{NONE} 1 NONE * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{TWO} 0.86618 0.13382 0.772802 411 0.069332 +{NONE} 0 1 0.188642 33 0.0055668 +{ONE} 0.512764 0.487236 0.0385558 5484 0.925101 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +ONE 5484 0.925101 +TWO 411 0.069332 +NONE 33 0.0055668 + +---------------------------------------------- +Rank R18 +Variable Categorical CapSurface + +Variable stats +Group Size Value list +{SCALY, SMOOTH, GROOVES} 3 SCALY SMOOTH GROOVES * +{FIBROUS} 1 FIBROUS + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{FIBROUS} 0.6955 0.3045 0.718902 1711 0.28863 +{SCALY, SMOOTH, GROOVES} 0.469054 0.530946 0.281098 4217 0.71137 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +SCALY 2282 0.384953 +SMOOTH 1932 0.325911 +FIBROUS 1711 0.28863 +GROOVES 3 0.000506073 + +---------------------------------------------- +Rank R19 +Variable Categorical VeilColor + +Variable stats +Group Size Value list +{WHITE} 1 WHITE +{ORANGE, BROWN} 2 ORANGE BROWN +{YELLOW} 1 YELLOW * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{ORANGE, BROWN} 1 0 0.944583 142 0.0239541 +{YELLOW} 0 1 0.0405783 5 0.000843455 +{WHITE} 0.523439 0.476561 0.0148388 5781 0.975202 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +WHITE 5781 0.975202 +ORANGE 76 0.0128205 +BROWN 66 0.0111336 +YELLOW 5 0.000843455 + +---------------------------------------------- +Rank R20 +Variable Categorical GillAttachment + +Variable stats +Group Size Value list +{FREE} 1 FREE +{ATTACHED} 1 ATTACHED * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{ATTACHED} 0.904459 0.0955414 0.977475 157 0.0264845 +{FREE} 0.524346 0.475654 0.0225246 5771 0.973516 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +FREE 5771 0.973516 +ATTACHED 157 0.0264845 + +---------------------------------------------- +Rank R21 +Variable Categorical StalkShape + +Variable stats +Group Size Value list +{TAPERING} 1 TAPERING +{ENLARGING} 1 ENLARGING * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{ENLARGING} 0.466991 0.533009 0.581265 2469 0.416498 +{TAPERING} 0.582538 0.417462 0.418735 3459 0.583502 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +TAPERING 3459 0.583502 +ENLARGING 2469 0.416498 diff --git a/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/InputVar1AllMax2_AllReports.khj b/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/InputVar1AllMax2_AllReports.khj new file mode 100644 index 000000000..6002ab821 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/InputVar1AllMax2_AllReports.khj @@ -0,0 +1,1294 @@ +{ + "tool": "Khiops", + "version": "10.1.5", + "shortDescription": "", + "preparationReport": { + "reportType": "Preparation", + "summary": { + "dictionary": "Mushroom", + "variables": { + "types": [ + "Categorical" + ], + "numbers": [ + 23 + ] + }, + "database": "..\/..\/..\/datasets\/Mushroom\/Mushroom.txt", + "samplePercentage": 70, + "samplingMode": "Include sample", + "selectionVariable": "", + "selectionValue": "", + "instances": 5928, + "learningTask": "Classification analysis", + "targetVariable": "Class", + "targetDescriptiveStats": { + "values": 2, + "mode": "EDIBLE", + "modeFrequency": 3168 + }, + "targetValues": { + "values": ["EDIBLE","POISONOUS"], + "frequencies": [3168,2760] + }, + "evaluatedVariables": 22, + "informativeVariables": 21, + "featureEngineering": { + "maxNumberOfConstructedVariables": 0, + "maxNumberOfTrees": 0, + "maxNumberOfVariablePairs": 2 + }, + "discretization": "MODL", + "valueGrouping": "MODL", + "nullModel": { + "constructionCost": 0.693147, + "preparationCost": 8.68761, + "dataCost": 4090.36 + } + }, + "variablesStatistics": [ + { + "rank": "R01", + "name": "Odor", + "type": "Categorical", + "level": 0.900798, + "parts": 3, + "values": 9, + "mode": "NONE", + "modeFrequency": 2686, + "constructionCost": 3.82864, + "preparationCost": 35.694, + "dataCost": 367.179 + }, + { + "rank": "R02", + "name": "SporePrintColor", + "type": "Categorical", + "level": 0.47984, + "parts": 4, + "values": 9, + "mode": "WHITE", + "modeFrequency": 1711, + "constructionCost": 3.82864, + "preparationCost": 43.8179, + "dataCost": 2084.87 + }, + { + "rank": "R03", + "name": "GillColor", + "type": "Categorical", + "level": 0.402066, + "parts": 6, + "values": 12, + "mode": "BUFF", + "modeFrequency": 1241, + "constructionCost": 3.82864, + "preparationCost": 63.2207, + "dataCost": 2384.32 + }, + { + "rank": "R04", + "name": "StalkSurfaceAboveRing", + "type": "Categorical", + "level": 0.285867, + "parts": 3, + "values": 4, + "mode": "SMOOTH", + "modeFrequency": 3753, + "constructionCost": 3.82864, + "preparationCost": 28.5617, + "dataCost": 2895.37 + }, + { + "rank": "R05", + "name": "RingType", + "type": "Categorical", + "level": 0.283664, + "parts": 4, + "values": 5, + "mode": "PENDANT", + "modeFrequency": 2787, + "constructionCost": 3.82864, + "preparationCost": 36.5603, + "dataCost": 2896.4 + }, + { + "rank": "R06", + "name": "StalkSurfaceBelowRing", + "type": "Categorical", + "level": 0.272744, + "parts": 3, + "values": 4, + "mode": "SMOOTH", + "modeFrequency": 3587, + "constructionCost": 3.82864, + "preparationCost": 28.6051, + "dataCost": 2949.13 + }, + { + "rank": "R07", + "name": "StalkColorAboveRing", + "type": "Categorical", + "level": 0.245938, + "parts": 5, + "values": 9, + "mode": "WHITE", + "modeFrequency": 3361, + "constructionCost": 3.82864, + "preparationCost": 50.6463, + "dataCost": 3036.98 + }, + { + "rank": "R08", + "name": "GillSize", + "type": "Categorical", + "level": 0.228924, + "parts": 2, + "values": 2, + "mode": "BROAD", + "modeFrequency": 4121, + "constructionCost": 3.82864, + "preparationCost": 17.2546, + "dataCost": 3140.12 + }, + { + "rank": "R09", + "name": "StalkColorBelowRing", + "type": "Categorical", + "level": 0.223656, + "parts": 5, + "values": 9, + "mode": "WHITE", + "modeFrequency": 3303, + "constructionCost": 3.82864, + "preparationCost": 50.8241, + "dataCost": 3128.16 + }, + { + "rank": "R10", + "name": "Population", + "type": "Categorical", + "level": 0.20956, + "parts": 5, + "values": 6, + "mode": "SEVERAL", + "modeFrequency": 2890, + "constructionCost": 3.82864, + "preparationCost": 45.3128, + "dataCost": 3191.45 + }, + { + "rank": "R11", + "name": "Bruise", + "type": "Categorical", + "level": 0.158096, + "parts": 2, + "values": 2, + "mode": "NO", + "modeFrequency": 3568, + "constructionCost": 3.82864, + "preparationCost": 17.3774, + "dataCost": 3430.38 + }, + { + "rank": "R12", + "name": "Habitat", + "type": "Categorical", + "level": 0.155388, + "parts": 6, + "values": 7, + "mode": "WOODS", + "modeFrequency": 2224, + "constructionCost": 3.82864, + "preparationCost": 52.3352, + "dataCost": 3406.52 + }, + { + "rank": "R13", + "name": "StalkRoot", + "type": "Categorical", + "level": 0.143978, + "parts": 5, + "values": 5, + "mode": "BULBOUS", + "modeFrequency": 2649, + "constructionCost": 3.82864, + "preparationCost": 42.5668, + "dataCost": 3463.07 + }, + { + "rank": "R14", + "name": "GillSpacing", + "type": "Categorical", + "level": 0.125243, + "parts": 2, + "values": 2, + "mode": "CLOSE", + "modeFrequency": 4794, + "constructionCost": 3.82864, + "preparationCost": 16.9402, + "dataCost": 3565.51 + }, + { + "rank": "R15", + "name": "CapShape", + "type": "Categorical", + "level": 0.0418307, + "parts": 3, + "values": 6, + "mode": "CONVEX", + "modeFrequency": 2705, + "constructionCost": 3.82864, + "preparationCost": 31.4583, + "dataCost": 3892.96 + }, + { + "rank": "R16", + "name": "CapColor", + "type": "Categorical", + "level": 0.0368621, + "parts": 5, + "values": 10, + "mode": "BROWN", + "modeFrequency": 1624, + "constructionCost": 3.82864, + "preparationCost": 51.3578, + "dataCost": 3893.43 + }, + { + "rank": "R17", + "name": "RingNumber", + "type": "Categorical", + "level": 0.0288836, + "parts": 3, + "values": 3, + "mode": "ONE", + "modeFrequency": 5484, + "constructionCost": 3.82864, + "preparationCost": 23.682, + "dataCost": 3953.81 + }, + { + "rank": "R18", + "name": "CapSurface", + "type": "Categorical", + "level": 0.0287294, + "parts": 2, + "values": 4, + "mode": "SCALY", + "modeFrequency": 2282, + "constructionCost": 3.82864, + "preparationCost": 19.8392, + "dataCost": 3958.29 + }, + { + "rank": "R19", + "name": "VeilColor", + "type": "Categorical", + "level": 0.0186198, + "parts": 3, + "values": 4, + "mode": "WHITE", + "modeFrequency": 5781, + "constructionCost": 3.82864, + "preparationCost": 23.3998, + "dataCost": 3996.17 + }, + { + "rank": "R20", + "name": "GillAttachment", + "type": "Categorical", + "level": 0.0109149, + "parts": 2, + "values": 2, + "mode": "FREE", + "modeFrequency": 5771, + "constructionCost": 3.82864, + "preparationCost": 15.1539, + "dataCost": 4036.01 + }, + { + "rank": "R21", + "name": "StalkShape", + "type": "Categorical", + "level": 0.00748534, + "parts": 2, + "values": 2, + "mode": "TAPERING", + "modeFrequency": 3459, + "constructionCost": 3.82864, + "preparationCost": 17.3915, + "dataCost": 4047.83 + }, + { + "rank": "R22", + "name": "VeilType", + "type": "Categorical", + "level": 0, + "parts": 1, + "values": 1, + "mode": "PARTIAL", + "modeFrequency": 5928, + "constructionCost": 0.693147, + "preparationCost": 8.68761, + "dataCost": 4090.36 + } + ], + "variablesDetailedStatistics": { + "R01": { + "dataGrid": { + "isSupervised": true, + "dimensions": [ + { + "variable": "Odor", + "type": "Categorical", + 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Include sample +Selection variable +Selection value +Instances 5928 + +Learning task Classification analysis + +Target variable Categorical Class + +Target variable stats +Value Frequency Coverage +EDIBLE 3168 0.534413 +POISONOUS 2760 0.465587 + +Evaluated variable pairs 2 +Informative variable pairs 2 + + +Variables pairs statistics + +Rank Name 1 Name 2 DeltaLevel Level Level 1 Level 2 Variables Parts 1 Parts 2 Cells Constr. cost Prep. cost Data cost +R1 CapColor CapShape 0.0411068 0.1198 0.0368621 0.0418307 2 6 4 21 11.0633 128.488 3469.04 +R2 CapShape CapSurface 0.00340722 0.0739674 0.0418307 0.0287294 2 3 3 9 11.0633 65.6044 3719.82 + + +-------------------------------------------------------------------------------- + +Variables pairs detailed statistics +(Pairs with two jointly informative variables) + + +Rank R1 +Variables + Type Name + Categorical CapColor + Categorical CapShape + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{GRAY, WHITE, CINNAMON} 2247 0.379049 3 GRAY WHITE CINNAMON +{BROWN} 1624 0.273954 1 BROWN +{RED} 1074 0.181174 1 RED +{YELLOW} 733 0.12365 1 YELLOW +{BUFF, PINK} 227 0.0382928 2 BUFF PINK +{PURPLE, GREEN} 23 0.00387989 2 PURPLE GREEN * +CapShape +Group Frequency Coverage Size Value list +{CONVEX} 2705 0.456309 1 CONVEX +{FLAT, CONICAL} 2300 0.387989 2 FLAT CONICAL * +{KNOBBED} 587 0.0990216 1 KNOBBED +{BELL, SUNKEN} 336 0.0566802 2 BELL SUNKEN + +Cell frequencies + CapShape +CapColor {CONVEX} {FLAT, CONICAL} {KNOBBED} {BELL, SUNKEN} Total Coverage +{GRAY, WHITE, CINNAMON} 1121 869 74 183 2247 0.379049 +{BROWN} 650 654 271 49 1624 0.273954 +{RED} 438 417 219 0 1074 0.181174 +{YELLOW} 374 272 2 85 733 0.12365 +{BUFF, PINK} 110 77 21 19 227 0.0382928 +{PURPLE, GREEN} 12 11 0 0 23 0.00387989 +Total 2705 2300 587 336 5928 +Coverage 0.456309 0.387989 0.0990216 0.0566802 + +Cells 21 +Cell Id CapColor CapShape EDIBLE POISONOUS Interest Frequency Coverage +C15 {RED} {KNOBBED} 0.0273973 0.972603 0.238319 219 0.0369433 +C10 {YELLOW} {FLAT, CONICAL} 0.158088 0.841912 0.142695 272 0.0458839 +C19 {GRAY, WHITE, CINNAMON} {BELL, SUNKEN} 0.945355 0.0546448 0.132369 183 0.0308704 +C14 {BROWN} {KNOBBED} 0.221402 0.778598 0.0953086 271 0.0457152 +C22 {YELLOW} {BELL, SUNKEN} 0.964706 0.0352941 0.0697285 85 0.0143387 +C13 {GRAY, WHITE, CINNAMON} {KNOBBED} 0.959459 0.0405405 0.0586449 74 0.0124831 +C20 {BROWN} {BELL, SUNKEN} 0.959184 0.0408163 0.0387624 49 0.00826586 +C5 {BUFF, PINK} {CONVEX} 0.236364 0.763636 0.0348718 110 0.018556 +C1 {GRAY, WHITE, CINNAMON} {CONVEX} 0.620874 0.379126 0.0292378 1121 0.189103 +C4 {YELLOW} {CONVEX} 0.390374 0.609626 0.0267355 374 0.0630904 +C23 {BUFF, PINK} {BELL, SUNKEN} 0 1 0.0248872 19 0.00320513 +C17 {BUFF, PINK} {KNOBBED} 1 0 0.022546 21 0.00354251 +C7 {GRAY, WHITE, CINNAMON} {FLAT, CONICAL} 0.611047 0.388953 0.0177694 869 0.146592 +C2 {BROWN} {CONVEX} 0.615385 0.384615 0.0148515 650 0.109649 +C6 {PURPLE, GREEN} {CONVEX} 1 0 0.0128835 12 0.00202429 +C12 {PURPLE, GREEN} {FLAT, CONICAL} 1 0 0.0118098 11 0.0018556 +C11 {BUFF, PINK} {FLAT, CONICAL} 0.324675 0.675325 0.0117884 77 0.0129892 +C8 {BROWN} {FLAT, CONICAL} 0.600917 0.399083 0.0100516 654 0.110324 +C16 {YELLOW} {KNOBBED} 0 1 0.00261971 2 0.000337382 +C9 {RED} {FLAT, CONICAL} 0.494005 0.505995 0.00233828 417 0.0703441 +C3 {RED} {CONVEX} 0.5 0.5 0.00178176 438 0.0738866 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R2 +Variables + Type Name + Categorical CapShape + Categorical CapSurface + +Variables stats +CapShape +Group Frequency Coverage Size Value list +{CONVEX, FLAT} 5003 0.843961 2 CONVEX FLAT +{KNOBBED, CONICAL} 589 0.099359 2 KNOBBED CONICAL * +{BELL, SUNKEN} 336 0.0566802 2 BELL SUNKEN +CapSurface +Group Frequency Coverage Size Value list +{SCALY, GROOVES} 2285 0.385459 2 SCALY GROOVES * +{SMOOTH} 1932 0.325911 1 SMOOTH +{FIBROUS} 1711 0.28863 1 FIBROUS + +Cell frequencies + CapSurface +CapShape {SCALY, GROOVES} {SMOOTH} {FIBROUS} Total Coverage +{CONVEX, FLAT} 1911 1471 1621 5003 0.843961 +{KNOBBED, CONICAL} 263 288 38 589 0.099359 +{BELL, SUNKEN} 111 173 52 336 0.0566802 +Total 2285 1932 1711 5928 +Coverage 0.385459 0.325911 0.28863 + +Cells 9 +Cell Id CapShape CapSurface EDIBLE POISONOUS Interest Frequency Coverage +C2 {KNOBBED, CONICAL} {SCALY, GROOVES} 0.121673 0.878327 0.282926 263 0.0443657 +C7 {CONVEX, FLAT} {FIBROUS} 0.681061 0.318939 0.205557 1621 0.273448 +C6 {BELL, SUNKEN} {SMOOTH} 0.919075 0.0809249 0.175893 173 0.0291835 +C5 {KNOBBED, CONICAL} {SMOOTH} 0.315972 0.684028 0.0797027 288 0.048583 +C9 {BELL, SUNKEN} {FIBROUS} 0.980769 0.0192308 0.0791749 52 0.00877193 +C3 {BELL, SUNKEN} {SCALY, GROOVES} 0.828829 0.171171 0.0608848 111 0.0187247 +C4 {CONVEX, FLAT} {SMOOTH} 0.452753 0.547247 0.0560103 1471 0.248144 +C8 {KNOBBED, CONICAL} {FIBROUS} 0.921053 0.0789474 0.0391292 38 0.00641026 +C1 {CONVEX, FLAT} {SCALY, GROOVES} 0.490842 0.509158 0.0207215 1911 0.322368 + Total 0.534413 0.465587 1 5928 1 diff --git a/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/InputVar1AllMax2_PreparationReport.xls b/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/InputVar1AllMax2_PreparationReport.xls new file mode 100644 index 000000000..f2db343ad --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/InputVar1AllMax2_PreparationReport.xls @@ -0,0 +1,633 @@ +#Khiops 10.1.5 +Descriptive statistics + + +Problem description +Short description + +Dictionary Mushroom +Variables + Categorical 23 + Total 23 + +Database ../../../datasets/Mushroom/Mushroom.txt +Sample percentage 70 +Sampling mode Include sample +Selection variable +Selection value +Instances 5928 + +Learning task Classification analysis + +Target variable Categorical Class + +Target variable stats +Value Frequency Coverage +EDIBLE 3168 0.534413 +POISONOUS 2760 0.465587 + +Evaluated variables 22 +Informative variables 21 + +Max number of constructed variables 0 +Max number of trees 0 +Max number of variable pairs 2 +Discretization MODL +Value grouping MODL + +Null model + Constr. cost 0.693147 + Prep. cost 8.68761 + Data cost 4090.36 + + +Categorical variables statistics + +Rank Name Level Groups Values Mode Mode coverage Constr. cost Prep. cost Data cost +R01 Odor 0.900798 3 9 NONE 0.453104 3.82864 35.694 367.179 +R02 SporePrintColor 0.47984 4 9 WHITE 0.28863 3.82864 43.8179 2084.87 +R03 GillColor 0.402066 6 12 BUFF 0.209345 3.82864 63.2207 2384.32 +R04 StalkSurfaceAboveRing 0.285867 3 4 SMOOTH 0.633097 3.82864 28.5617 2895.37 +R05 RingType 0.283664 4 5 PENDANT 0.470142 3.82864 36.5603 2896.4 +R06 StalkSurfaceBelowRing 0.272744 3 4 SMOOTH 0.605094 3.82864 28.6051 2949.13 +R07 StalkColorAboveRing 0.245938 5 9 WHITE 0.56697 3.82864 50.6463 3036.98 +R08 GillSize 0.228924 2 2 BROAD 0.695175 3.82864 17.2546 3140.12 +R09 StalkColorBelowRing 0.223656 5 9 WHITE 0.557186 3.82864 50.8241 3128.16 +R10 Population 0.20956 5 6 SEVERAL 0.487517 3.82864 45.3128 3191.45 +R11 Bruise 0.158096 2 2 NO 0.601889 3.82864 17.3774 3430.38 +R12 Habitat 0.155388 6 7 WOODS 0.375169 3.82864 52.3352 3406.52 +R13 StalkRoot 0.143978 5 5 BULBOUS 0.446862 3.82864 42.5668 3463.07 +R14 GillSpacing 0.125243 2 2 CLOSE 0.808704 3.82864 16.9402 3565.51 +R15 CapShape 0.0418307 3 6 CONVEX 0.456309 3.82864 31.4583 3892.96 +R16 CapColor 0.0368621 5 10 BROWN 0.273954 3.82864 51.3578 3893.43 +R17 RingNumber 0.0288836 3 3 ONE 0.925101 3.82864 23.682 3953.81 +R18 CapSurface 0.0287294 2 4 SCALY 0.384953 3.82864 19.8392 3958.29 +R19 VeilColor 0.0186198 3 4 WHITE 0.975202 3.82864 23.3998 3996.17 +R20 GillAttachment 0.0109149 2 2 FREE 0.973516 3.82864 15.1539 4036.01 +R21 StalkShape 0.00748534 2 2 TAPERING 0.583502 3.82864 17.3915 4047.83 +R22 VeilType 0 1 1 PARTIAL 1 0.693147 8.68761 4090.36 + + +-------------------------------------------------------------------------------- + +Variables detailed statistics + + +Rank R01 +Variable Categorical Odor + +Variable stats +Group Size Value list +{NONE} 1 NONE +{FOUL, SPICY, FISHY, ...} 6 FOUL SPICY FISHY PUNGENT CREOSOTE MUSTY * +{ALMOND, ANISE} 2 ALMOND ANISE + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{FOUL, SPICY, FISHY, ...} 0 1 0.549437 2677 0.451586 +{NONE} 0.969099 0.030901 0.355515 2686 0.453104 +{ALMOND, ANISE} 1 0 0.0950487 565 0.0953104 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +NONE 2686 0.453104 +FOUL 1499 0.252868 +SPICY 419 0.0706815 +FISHY 414 0.0698381 +ALMOND 294 0.0495951 +ANISE 271 0.0457152 +PUNGENT 174 0.0293522 +CREOSOTE 138 0.0232794 +MUSTY 33 0.0055668 + +---------------------------------------------- +Rank R02 +Variable Categorical SporePrintColor + +Variable stats +Group Size Value list +{BROWN, BLACK} 2 BROWN BLACK +{WHITE} 1 WHITE +{CHOCOLATE, GREEN} 2 CHOCOLATE GREEN +{BUFF, ORANGE, PURPLE, ...} 4 BUFF ORANGE PURPLE YELLOW * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{BROWN, BLACK} 0.892191 0.107809 0.433474 2894 0.488192 +{CHOCOLATE, GREEN} 0.0312764 0.968724 0.367351 1183 0.199561 +{WHITE} 0.239041 0.760959 0.155311 1711 0.28863 +{BUFF, ORANGE, PURPLE, ...} 1 0 0.0438651 140 0.0236167 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +WHITE 1711 0.28863 +BROWN 1480 0.249663 +BLACK 1414 0.238529 +CHOCOLATE 1128 0.190283 +GREEN 55 0.009278 +BUFF 38 0.00641026 +ORANGE 37 0.00624157 +PURPLE 34 0.00573549 +YELLOW 31 0.00522942 + +---------------------------------------------- +Rank R03 +Variable Categorical GillColor + +Variable stats +Group Size Value list +{BROWN, PURPLE, BLACK} 3 BROWN PURPLE BLACK +{BUFF, GREEN} 2 BUFF GREEN * +{PINK} 1 PINK +{CHOCOLATE, GRAY} 2 CHOCOLATE GRAY +{WHITE, YELLOW} 2 WHITE YELLOW +{RED, ORANGE} 2 RED ORANGE + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{BUFF, GREEN} 0 1 0.567346 1259 0.212382 +{BROWN, PURPLE, BLACK} 0.888049 0.111951 0.250144 1456 0.245614 +{WHITE, YELLOW} 0.797024 0.202976 0.0832445 941 0.158738 +{CHOCOLATE, GRAY} 0.335502 0.664498 0.0508656 1076 0.181511 +{RED, ORANGE} 1 0 0.0428459 116 0.0195682 +{PINK} 0.6 0.4 0.0055532 1080 0.182186 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +BUFF 1241 0.209345 +PINK 1080 0.182186 +WHITE 872 0.147099 +BROWN 758 0.127868 +CHOCOLATE 559 0.0942982 +GRAY 517 0.0872132 +PURPLE 352 0.0593792 +BLACK 346 0.0583671 +YELLOW 69 0.0116397 +RED 65 0.0109649 +ORANGE 51 0.00860324 +GREEN 18 0.00303644 + +---------------------------------------------- +Rank R04 +Variable Categorical StalkSurfaceAboveRing + +Variable stats +Group Size Value list +{SMOOTH, SCALY} 2 SMOOTH SCALY * +{SILKY} 1 SILKY +{FIBROUS} 1 FIBROUS + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{SILKY} 0.0592861 0.940714 0.738617 1653 0.278846 +{SMOOTH, SCALY} 0.708068 0.291932 0.199532 3768 0.635628 +{FIBROUS} 0.792899 0.207101 0.0618507 507 0.0855263 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +SMOOTH 3753 0.633097 +SILKY 1653 0.278846 +FIBROUS 507 0.0855263 +SCALY 15 0.00253036 + +---------------------------------------------- +Rank R05 +Variable Categorical RingType + +Variable stats +Group Size Value list +{PENDANT} 1 PENDANT +{EVANESCENT} 1 EVANESCENT +{LARGE, NONE} 2 LARGE NONE * +{FLARING} 1 FLARING + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{LARGE, NONE} 0 1 0.591409 921 0.155364 +{PENDANT} 0.793685 0.206315 0.34179 2787 0.470142 +{EVANESCENT} 0.42098 0.57902 0.0473267 2183 0.368252 +{FLARING} 1 0 0.0194742 37 0.00624157 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +PENDANT 2787 0.470142 +EVANESCENT 2183 0.368252 +LARGE 888 0.149798 +FLARING 37 0.00624157 +NONE 33 0.0055668 + +---------------------------------------------- +Rank R06 +Variable Categorical StalkSurfaceBelowRing + +Variable stats +Group Size Value list +{SMOOTH, SCALY} 2 SMOOTH SCALY * +{SILKY} 1 SILKY +{FIBROUS} 1 FIBROUS + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{SILKY} 0.0617207 0.938279 0.740765 1604 0.27058 +{SMOOTH, SCALY} 0.695238 0.304762 0.179003 3780 0.637652 +{FIBROUS} 0.810662 0.189338 0.0802322 544 0.0917679 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +SMOOTH 3587 0.605094 +SILKY 1604 0.27058 +FIBROUS 544 0.0917679 +SCALY 193 0.0325574 + +---------------------------------------------- +Rank R07 +Variable Categorical StalkColorAboveRing + +Variable stats +Group Size Value list +{WHITE} 1 WHITE +{PINK} 1 PINK +{GRAY, ORANGE, RED} 3 GRAY ORANGE RED +{BUFF, CINNAMON, YELLOW} 3 BUFF CINNAMON YELLOW * +{BROWN} 1 BROWN + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{GRAY, ORANGE, RED} 1 0 0.367734 615 0.103745 +{BUFF, CINNAMON, YELLOW} 0 1 0.234902 322 0.0543185 +{BROWN} 0.0316456 0.968354 0.186866 316 0.0533063 +{PINK} 0.30137 0.69863 0.139043 1314 0.22166 +{WHITE} 0.638798 0.361202 0.0714553 3361 0.56697 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +WHITE 3361 0.56697 +PINK 1314 0.22166 +GRAY 410 0.0691633 +BROWN 316 0.0533063 +BUFF 284 0.0479082 +ORANGE 142 0.0239541 +RED 63 0.0106275 +CINNAMON 33 0.0055668 +YELLOW 5 0.000843455 + +---------------------------------------------- +Rank R08 +Variable Categorical GillSize + +Variable stats +Group Size Value list +{BROAD} 1 BROAD +{NARROW} 1 NARROW * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{NARROW} 0.125069 0.874931 0.706633 1807 0.304825 +{BROAD} 0.713904 0.286096 0.293367 4121 0.695175 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +BROAD 4121 0.695175 +NARROW 1807 0.304825 + +---------------------------------------------- +Rank R09 +Variable Categorical StalkColorBelowRing + +Variable stats +Group Size Value list +{WHITE} 1 WHITE +{PINK} 1 PINK +{GRAY, ORANGE, RED} 3 GRAY ORANGE RED +{BROWN} 1 BROWN +{BUFF, CINNAMON, YELLOW} 3 BUFF CINNAMON YELLOW * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{GRAY, ORANGE, RED} 1 0 0.393296 600 0.101215 +{BUFF, CINNAMON, YELLOW} 0 1 0.279903 350 0.0590418 +{PINK} 0.30564 0.69436 0.146517 1312 0.221323 +{BROWN} 0.173554 0.826446 0.105969 363 0.0612348 +{WHITE} 0.636997 0.363003 0.0743147 3303 0.557186 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +WHITE 3303 0.557186 +PINK 1312 0.221323 +GRAY 394 0.0664642 +BROWN 363 0.0612348 +BUFF 301 0.050776 +ORANGE 142 0.0239541 +RED 64 0.0107962 +CINNAMON 33 0.0055668 +YELLOW 16 0.00269906 + +---------------------------------------------- +Rank R10 +Variable Categorical Population + +Variable stats +Group Size Value list +{SEVERAL} 1 SEVERAL +{SOLITARY} 1 SOLITARY +{SCATTERED} 1 SCATTERED +{ABUNDANT, NUMEROUS} 2 ABUNDANT NUMEROUS +{CLUSTERED} 1 CLUSTERED * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{ABUNDANT, NUMEROUS} 1 0 0.457936 650 0.109649 +{SEVERAL} 0.29827 0.70173 0.370249 2890 0.487517 +{SCATTERED} 0.740166 0.259834 0.0972382 966 0.162955 +{CLUSTERED} 0.82377 0.17623 0.0508243 244 0.0411606 +{SOLITARY} 0.628183 0.371817 0.0237528 1178 0.198718 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +SEVERAL 2890 0.487517 +SOLITARY 1178 0.198718 +SCATTERED 966 0.162955 +ABUNDANT 366 0.0617409 +NUMEROUS 284 0.0479082 +CLUSTERED 244 0.0411606 + +---------------------------------------------- +Rank R11 +Variable Categorical Bruise + +Variable stats +Group Size Value list +{NO} 1 NO +{BRUISES} 1 BRUISES * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{BRUISES} 0.814831 0.185169 0.621883 2360 0.398111 +{NO} 0.348935 0.651065 0.378117 3568 0.601889 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +NO 3568 0.601889 +BRUISES 2360 0.398111 + +---------------------------------------------- +Rank R12 +Variable Categorical Habitat + +Variable stats +Group Size Value list +{WOODS} 1 WOODS +{GRASSES} 1 GRASSES +{LEAVES, URBAN} 2 LEAVES URBAN +{PATHS} 1 PATHS +{MEADOWS} 1 MEADOWS +{WASTE} 1 WASTE * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{PATHS} 0.108886 0.891114 0.482303 799 0.134784 +{LEAVES, URBAN} 0.301606 0.698394 0.143722 872 0.147099 +{GRASSES} 0.69715 0.30285 0.138157 1684 0.284076 +{WASTE} 1 0 0.120394 129 0.0217611 +{MEADOWS} 0.881818 0.118182 0.0916189 220 0.037112 +{WOODS} 0.593975 0.406025 0.0238039 2224 0.375169 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +WOODS 2224 0.375169 +GRASSES 1684 0.284076 +PATHS 799 0.134784 +LEAVES 621 0.104757 +URBAN 251 0.0423414 +MEADOWS 220 0.037112 +WASTE 129 0.0217611 + +---------------------------------------------- +Rank R13 +Variable Categorical StalkRoot + +Variable stats +Group Size Value list +{BULBOUS} 1 BULBOUS +{?} 1 ? +{EQUAL} 1 EQUAL +{CLUB} 1 CLUB +{ROOTED} 1 ROOTED * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{?} 0.286686 0.713314 0.359363 1765 0.29774 +{EQUAL} 0.822268 0.177732 0.290265 979 0.165148 +{CLUB} 0.906863 0.0931373 0.217754 408 0.0688259 +{ROOTED} 1 0 0.12882 127 0.0214238 +{BULBOUS} 0.513401 0.486599 0.00379824 2649 0.446862 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +BULBOUS 2649 0.446862 +? 1765 0.29774 +EQUAL 979 0.165148 +CLUB 408 0.0688259 +ROOTED 127 0.0214238 + +---------------------------------------------- +Rank R14 +Variable Categorical GillSpacing + +Variable stats +Group Size Value list +{CLOSE} 1 CLOSE +{CROWDED} 1 CROWDED * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{CROWDED} 0.931217 0.0687831 0.837822 1134 0.191296 +{CLOSE} 0.440551 0.559449 0.162178 4794 0.808704 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +CLOSE 4794 0.808704 +CROWDED 1134 0.191296 + +---------------------------------------------- +Rank R15 +Variable Categorical CapShape + +Variable stats +Group Size Value list +{CONVEX, FLAT} 2 CONVEX FLAT +{KNOBBED, CONICAL} 2 KNOBBED CONICAL * +{BELL, SUNKEN} 2 BELL SUNKEN + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{BELL, SUNKEN} 0.89881 0.10119 0.548736 336 0.0566802 +{KNOBBED, CONICAL} 0.268251 0.731749 0.448791 589 0.099359 +{CONVEX, FLAT} 0.541275 0.458725 0.0024731 5003 0.843961 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +CONVEX 2705 0.456309 +FLAT 2298 0.387652 +KNOBBED 587 0.0990216 +BELL 319 0.0538124 +SUNKEN 17 0.00286775 +CONICAL 2 0.000337382 + +---------------------------------------------- +Rank R16 +Variable Categorical CapColor + +Variable stats +Group Size Value list +{RED, YELLOW, BUFF, ...} 4 RED YELLOW BUFF PINK +{BROWN} 1 BROWN +{GRAY} 1 GRAY +{WHITE, CINNAMON} 2 WHITE CINNAMON +{PURPLE, GREEN} 2 PURPLE GREEN * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{RED, YELLOW, BUFF, ...} 0.380531 0.619469 0.520497 2034 0.343117 +{WHITE, CINNAMON} 0.706422 0.293578 0.252875 763 0.128711 +{GRAY} 0.628032 0.371968 0.1424 1484 0.250337 +{PURPLE, GREEN} 1 0 0.0773642 23 0.00387989 +{BROWN} 0.554187 0.445813 0.00686462 1624 0.273954 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +BROWN 1624 0.273954 +GRAY 1484 0.250337 +RED 1074 0.181174 +YELLOW 733 0.12365 +WHITE 731 0.123313 +BUFF 130 0.0219298 +PINK 97 0.016363 +CINNAMON 32 0.00539811 +PURPLE 13 0.00219298 +GREEN 10 0.00168691 + +---------------------------------------------- +Rank R17 +Variable Categorical RingNumber + +Variable stats +Group Size Value list +{ONE} 1 ONE +{TWO} 1 TWO +{NONE} 1 NONE * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{TWO} 0.86618 0.13382 0.772802 411 0.069332 +{NONE} 0 1 0.188642 33 0.0055668 +{ONE} 0.512764 0.487236 0.0385558 5484 0.925101 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +ONE 5484 0.925101 +TWO 411 0.069332 +NONE 33 0.0055668 + +---------------------------------------------- +Rank R18 +Variable Categorical CapSurface + +Variable stats +Group Size Value list +{SCALY, SMOOTH, GROOVES} 3 SCALY SMOOTH GROOVES * +{FIBROUS} 1 FIBROUS + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{FIBROUS} 0.6955 0.3045 0.718902 1711 0.28863 +{SCALY, SMOOTH, GROOVES} 0.469054 0.530946 0.281098 4217 0.71137 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +SCALY 2282 0.384953 +SMOOTH 1932 0.325911 +FIBROUS 1711 0.28863 +GROOVES 3 0.000506073 + +---------------------------------------------- +Rank R19 +Variable Categorical VeilColor + +Variable stats +Group Size Value list +{WHITE} 1 WHITE +{ORANGE, BROWN} 2 ORANGE BROWN +{YELLOW} 1 YELLOW * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{ORANGE, BROWN} 1 0 0.944583 142 0.0239541 +{YELLOW} 0 1 0.0405783 5 0.000843455 +{WHITE} 0.523439 0.476561 0.0148388 5781 0.975202 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +WHITE 5781 0.975202 +ORANGE 76 0.0128205 +BROWN 66 0.0111336 +YELLOW 5 0.000843455 + +---------------------------------------------- +Rank R20 +Variable Categorical GillAttachment + +Variable stats +Group Size Value list +{FREE} 1 FREE +{ATTACHED} 1 ATTACHED * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{ATTACHED} 0.904459 0.0955414 0.977475 157 0.0264845 +{FREE} 0.524346 0.475654 0.0225246 5771 0.973516 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +FREE 5771 0.973516 +ATTACHED 157 0.0264845 + +---------------------------------------------- +Rank R21 +Variable Categorical StalkShape + +Variable stats +Group Size Value list +{TAPERING} 1 TAPERING +{ENLARGING} 1 ENLARGING * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{ENLARGING} 0.466991 0.533009 0.581265 2469 0.416498 +{TAPERING} 0.582538 0.417462 0.418735 3459 0.583502 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +TAPERING 3459 0.583502 +ENLARGING 2469 0.416498 diff --git 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130.308 1486.42 +R19 GillColor RingType -0.0271761 0.658554 0.402066 0.283664 2 5 3 14 11.0633 103.762 1285.01 +R20 GillColor Habitat -0.0312589 0.526196 0.402066 0.155388 2 6 6 28 11.0633 166.146 1765.26 +R21 GillColor Population -0.0408284 0.570798 0.402066 0.20956 2 8 4 24 11.0633 151.132 1597.42 +R22 GillColor StalkColorAboveRing -0.0481246 0.59988 0.402066 0.245938 2 5 5 17 11.0633 128.369 1500.95 +R23 RingType StalkColorBelowRing -0.0486931 0.458627 0.283664 0.223656 2 3 3 9 11.0633 71.0515 2137.37 +R24 RingType StalkSurfaceBelowRing -0.053593 0.502815 0.283664 0.272744 2 2 3 6 11.0633 50.4382 1976.83 +R25 RingType StalkColorAboveRing -0.0709085 0.458694 0.283664 0.245938 2 3 3 6 11.0633 56.815 2151.33 +R26 RingType StalkSurfaceAboveRing -0.0740106 0.49552 0.283664 0.285867 2 3 3 7 11.0633 54.912 2002.26 +R27 Bruise GillColor -0.0936894 0.466473 0.158096 0.402066 2 2 8 15 11.0633 110.714 2065.54 +R28 SporePrintColor StalkColorBelowRing -0.107042 0.596454 0.47984 0.223656 2 4 3 9 11.0633 78.8532 1564.52 +R29 StalkColorBelowRing StalkSurfaceBelowRing -0.109722 0.386678 0.223656 0.272744 2 3 4 11 11.0633 80.2105 2423.19 +R30 GillColor StalkSurfaceBelowRing -0.115085 0.559725 0.402066 0.272744 2 6 4 18 11.0633 121.302 1672.65 +R31 GillColor StalkSurfaceAboveRing -0.129002 0.558931 0.402066 0.285867 2 7 3 17 11.0633 119.873 1677.33 +R32 GillColor GillSize -0.129647 0.501344 0.402066 0.228924 2 6 2 12 11.0633 88.9095 1944.39 +R33 StalkColorBelowRing StalkSurfaceAboveRing -0.13256 0.376963 0.223656 0.285867 2 3 3 9 11.0633 69.8123 2473.42 +R34 StalkColorAboveRing StalkColorBelowRing -0.134043 0.335551 0.245938 0.223656 2 4 5 14 11.0633 106.154 2606.85 +R35 RingType SporePrintColor -0.136293 0.627211 0.283664 0.47984 2 2 3 6 11.0633 56.5365 1460.74 +R36 SporePrintColor StalkColorAboveRing -0.138695 0.587083 0.47984 0.245938 2 4 3 9 11.0633 78.3277 1603.46 +R37 StalkColorAboveRing StalkSurfaceBelowRing -0.141936 0.376747 0.245938 0.272744 2 3 3 8 11.0633 65.2655 2478.85 +R38 StalkColorAboveRing StalkSurfaceAboveRing -0.156533 0.375272 0.245938 0.285867 2 3 3 8 11.0633 63.2211 2486.94 +R39 GillColor SporePrintColor -0.196156 0.68575 0.402066 0.47984 2 5 3 14 11.0633 109.644 1167.64 +R40 StalkSurfaceAboveRing StalkSurfaceBelowRing -0.197033 0.361578 0.285867 0.272744 2 3 3 7 11.0633 50.5295 2555.77 +R41 Odor StalkColorBelowRing -0.21033 0.914123 0.900798 0.223656 2 3 3 6 11.0633 62.949 278.059 +R42 GillSize Odor -0.227848 0.901874 0.228924 0.900798 2 2 3 6 11.0633 53.5395 337.687 +R43 SporePrintColor StalkSurfaceBelowRing -0.22888 0.523704 0.47984 0.272744 2 4 3 10 11.0633 77.9931 1863.63 +R44 Odor StalkColorAboveRing -0.240559 0.906178 0.900798 0.245938 2 3 3 6 11.0633 62.0062 311.577 +R45 SporePrintColor StalkSurfaceAboveRing -0.243239 0.522468 0.47984 0.285867 2 5 4 11 11.0633 81.5203 1865.17 +R46 Odor StalkSurfaceBelowRing -0.262424 0.911118 0.900798 0.272744 2 3 3 8 11.0633 65.1073 288.221 +R47 Odor StalkSurfaceAboveRing -0.284717 0.901948 0.900798 0.285867 2 3 2 5 11.0633 51.0336 339.892 +R48 Odor RingType -0.284775 0.899688 0.900798 0.283664 1 3 1 3 7.97229 36.1035 367.179 +R49 GillColor Odor -0.375657 0.927207 0.402066 0.900798 2 3 3 7 11.0633 70.7279 216.64 +R50 Odor SporePrintColor -0.42134 0.959298 0.900798 0.47984 2 2 3 5 11.0633 54.3386 101.465 + + +-------------------------------------------------------------------------------- + +Variables pairs detailed statistics +(Pairs with two jointly informative variables) + + +Rank R01 +Variables + Type Name + Categorical GillSize + Categorical RingType + +Variables stats +GillSize +Group Frequency Coverage Size Value list +{BROAD} 4121 0.695175 1 BROAD +{NARROW} 1807 0.304825 1 NARROW * +RingType +Group Frequency Coverage Size Value list +{PENDANT} 2787 0.470142 1 PENDANT +{EVANESCENT} 2183 0.368252 1 EVANESCENT +{LARGE, FLARING, NONE} 958 0.161606 3 LARGE FLARING NONE * + +Cell frequencies + RingType +GillSize {PENDANT} {EVANESCENT} {LARGE, FLARING, NONE} Total Coverage +{BROAD} 2334 866 921 4121 0.695175 +{NARROW} 453 1317 37 1807 0.304825 +Total 2787 2183 958 5928 +Coverage 0.470142 0.368252 0.161606 + +Cells 6 +Cell Id GillSize RingType EDIBLE POISONOUS Interest Frequency Coverage +C4 {NARROW} {EVANESCENT} 0.040243 0.959757 0.279144 1317 0.222166 +C5 {BROAD} {LARGE, FLARING, NONE} 0 1 0.252849 921 0.155364 +C1 {BROAD} {PENDANT} 0.88946 0.11054 0.246586 2334 0.393725 +C3 {BROAD} {EVANESCENT} 1 0 0.194871 866 0.146086 +C2 {NARROW} {PENDANT} 0.300221 0.699779 0.0182229 453 0.076417 +C6 {NARROW} {LARGE, FLARING, NONE} 1 0 0.00832591 37 0.00624157 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R02 +Variables + Type Name + Categorical CapColor + Categorical CapSurface + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{BROWN, CINNAMON} 1656 0.279352 2 BROWN CINNAMON +{GRAY} 1484 0.250337 1 GRAY +{RED} 1074 0.181174 1 RED +{YELLOW} 733 0.12365 1 YELLOW +{WHITE} 731 0.123313 1 WHITE +{BUFF, PINK} 227 0.0382928 2 BUFF PINK +{PURPLE, GREEN} 23 0.00387989 2 PURPLE GREEN * +CapSurface +Group Frequency Coverage Size Value list +{SCALY} 2282 0.384953 1 SCALY +{SMOOTH} 1932 0.325911 1 SMOOTH +{FIBROUS} 1711 0.28863 1 FIBROUS +{GROOVES} 3 0.000506073 1 GROOVES * + +Cell frequencies + CapSurface +CapColor {SCALY} {SMOOTH} {FIBROUS} {GROOVES} Total Coverage +{BROWN, CINNAMON} 701 601 354 0 1656 0.279352 +{GRAY} 426 341 717 0 1484 0.250337 +{RED} 539 338 197 0 1074 0.181174 +{YELLOW} 380 111 242 0 733 0.12365 +{WHITE} 159 389 180 3 731 0.123313 +{BUFF, PINK} 54 152 21 0 227 0.0382928 +{PURPLE, GREEN} 23 0 0 0 23 0.00387989 +Total 2282 1932 1711 3 5928 +Coverage 0.384953 0.325911 0.28863 0.000506073 + +Cells 20 +Cell Id CapColor CapSurface EDIBLE POISONOUS Interest Frequency Coverage +C10 {RED} {SMOOTH} 0.0414201 0.95858 0.206193 338 0.0570175 +C15 {BROWN, CINNAMON} {FIBROUS} 0.985876 0.0141243 0.204177 354 0.0597166 +C18 {YELLOW} {FIBROUS} 0.0495868 0.950413 0.141085 242 0.0408232 +C17 {RED} {FIBROUS} 1 0 0.128432 197 0.0332321 +C11 {YELLOW} {SMOOTH} 1 0 0.0723653 111 0.0187247 +C19 {WHITE} {FIBROUS} 0.872222 0.127778 0.04908 180 0.0303644 +C9 {GRAY} {SMOOTH} 0.733138 0.266862 0.0295425 341 0.0575236 +C13 {BUFF, PINK} {SMOOTH} 0.236842 0.763158 0.0291614 152 0.025641 +C16 {GRAY} {FIBROUS} 0.662483 0.337517 0.025174 717 0.120951 +C3 {RED} {SCALY} 0.408163 0.591837 0.0179458 539 0.0909244 +C4 {YELLOW} {SCALY} 0.389474 0.610526 0.0167036 380 0.0641026 +C20 {BUFF, PINK} {FIBROUS} 0 1 0.0167032 21 0.00354251 +C8 {BROWN, CINNAMON} {SMOOTH} 0.424293 0.575707 0.0152073 601 0.101383 +C7 {PURPLE, GREEN} {SCALY} 1 0 0.0149946 23 0.00387989 +C12 {WHITE} {SMOOTH} 0.642674 0.357326 0.00970831 389 0.0656208 +C1 {BROWN, CINNAMON} {SCALY} 0.455064 0.544936 0.00919972 701 0.118252 +C5 {WHITE} {SCALY} 0.685535 0.314465 0.00782744 159 0.0268219 +C26 {WHITE} {GROOVES} 0 1 0.00238617 3 0.000506073 +C2 {GRAY} {SCALY} 0.485915 0.514085 0.00208887 426 0.0718623 +C6 {BUFF, PINK} {SCALY} 0.666667 0.333333 0.00202428 54 0.00910931 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R03 +Variables + Type Name + Categorical GillSize + Categorical SporePrintColor + +Variables stats +GillSize +Group Frequency Coverage Size Value list +{BROAD} 4121 0.695175 1 BROAD +{NARROW} 1807 0.304825 1 NARROW * +SporePrintColor +Group Frequency Coverage Size Value list +{BROWN, BLACK, BUFF, ...} 3000 0.506073 5 BROWN BLACK BUFF ORANGE YELLOW * +{WHITE} 1711 0.28863 1 WHITE +{CHOCOLATE, GREEN, PURPLE} 1217 0.205297 3 CHOCOLATE GREEN PURPLE + +Cell frequencies + SporePrintColor +GillSize {BROWN, BLACK, BUFF, ...} {WHITE} {CHOCOLATE, GREEN, PURPLE} Total Coverage +{BROAD} 2586 389 1146 4121 0.695175 +{NARROW} 414 1322 71 1807 0.304825 +Total 3000 1711 1217 5928 +Coverage 0.506073 0.28863 0.205297 + +Cells 6 +Cell Id GillSize SporePrintColor EDIBLE POISONOUS Interest Frequency Coverage +C1 {BROAD} {BROWN, BLACK, BUFF, ...} 1 0 0.459231 2586 0.436235 +C5 {BROAD} {CHOCOLATE, GREEN, PURPLE} 0 1 0.24829 1146 0.19332 +C4 {NARROW} {WHITE} 0.0400908 0.959909 0.221318 1322 0.223009 +C3 {BROAD} {WHITE} 0.915167 0.0848329 0.0383515 389 0.0656208 +C2 {NARROW} {BROWN, BLACK, BUFF, ...} 0.246377 0.753623 0.0202012 414 0.0698381 +C6 {NARROW} {CHOCOLATE, GREEN, PURPLE} 1 0 0.0126084 71 0.0119771 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R04 +Variables + Type Name + Categorical GillColor + Categorical StalkShape + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{PINK, GRAY} 1597 0.269399 2 PINK GRAY +{BUFF, RED, ORANGE} 1357 0.228914 3 BUFF RED ORANGE +{BROWN, BLACK, YELLOW} 1173 0.197874 3 BROWN BLACK YELLOW +{WHITE} 872 0.147099 1 WHITE +{CHOCOLATE, GREEN} 577 0.0973347 2 CHOCOLATE GREEN * +{PURPLE} 352 0.0593792 1 PURPLE +StalkShape +Group Frequency Coverage Size Value list +{TAPERING} 3459 0.583502 1 TAPERING +{ENLARGING} 2469 0.416498 1 ENLARGING * + +Cell frequencies + StalkShape +GillColor {TAPERING} {ENLARGING} Total Coverage +{PINK, GRAY} 579 1018 1597 0.269399 +{BUFF, RED, ORANGE} 1241 116 1357 0.228914 +{BROWN, BLACK, YELLOW} 683 490 1173 0.197874 +{WHITE} 403 469 872 0.147099 +{CHOCOLATE, GREEN} 246 331 577 0.0973347 +{PURPLE} 307 45 352 0.0593792 +Total 3459 2469 5928 +Coverage 0.583502 0.416498 + +Cells 12 +Cell Id GillColor StalkShape EDIBLE POISONOUS Interest Frequency Coverage +C2 {BUFF, RED, ORANGE} {TAPERING} 0 1 0.410066 1241 0.209345 +C3 {BROWN, BLACK, YELLOW} {TAPERING} 1 0 0.184983 683 0.115216 +C11 {CHOCOLATE, GREEN} {ENLARGING} 0.0332326 0.966767 0.0878566 331 0.0558367 +C6 {PURPLE} {TAPERING} 1 0 0.0831474 307 0.0517881 +C1 {PINK, GRAY} {TAPERING} 0.880829 0.119171 0.0695115 579 0.0976721 +C7 {PINK, GRAY} {ENLARGING} 0.304519 0.695481 0.0474469 1018 0.171727 +C4 {WHITE} {TAPERING} 0.836228 0.163772 0.0354127 403 0.0679825 +C8 {BUFF, RED, ORANGE} {ENLARGING} 1 0 0.0314173 116 0.0195682 +C10 {WHITE} {ENLARGING} 0.776119 0.223881 0.0254776 469 0.0791161 +C9 {BROWN, BLACK, YELLOW} {ENLARGING} 0.7 0.3 0.0120902 490 0.0826586 +C5 {CHOCOLATE, GREEN} {TAPERING} 0.723577 0.276423 0.00799127 246 0.041498 +C12 {PURPLE} {ENLARGING} 0.2 0.8 0.00459977 45 0.00759109 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R05 +Variables + Type Name + Categorical CapColor + Categorical GillColor + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{BROWN, PURPLE, GREEN} 1647 0.277834 3 BROWN PURPLE GREEN * +{GRAY, CINNAMON} 1516 0.255735 2 GRAY CINNAMON +{RED} 1074 0.181174 1 RED +{YELLOW} 733 0.12365 1 YELLOW +{WHITE} 731 0.123313 1 WHITE +{BUFF, PINK} 227 0.0382928 2 BUFF PINK +GillColor +Group Frequency Coverage Size Value list +{BUFF} 1241 0.209345 1 BUFF +{PINK} 1080 0.182186 1 PINK +{WHITE} 872 0.147099 1 WHITE +{BROWN} 758 0.127868 1 BROWN +{GRAY, YELLOW} 586 0.0988529 2 GRAY YELLOW +{CHOCOLATE} 559 0.0942982 1 CHOCOLATE +{PURPLE, ORANGE, GREEN} 421 0.0710189 3 PURPLE ORANGE GREEN * +{BLACK} 346 0.0583671 1 BLACK +{RED} 65 0.0109649 1 RED + +Cell frequencies + GillColor +CapColor {BUFF} {PINK} {WHITE} {BROWN} {GRAY, YELLOW} {CHOCOLATE} {PURPLE, ORANGE, GREEN} {BLACK} {RED} Total Coverage +{BROWN, PURPLE, GREEN} 604 198 240 234 68 46 160 81 16 1647 0.277834 +{GRAY, CINNAMON} 0 409 197 210 203 276 121 100 0 1516 0.255735 +{RED} 637 99 121 103 3 0 95 0 16 1074 0.181174 +{YELLOW} 0 185 90 61 192 151 0 54 0 733 0.12365 +{WHITE} 0 155 148 137 98 61 21 111 0 731 0.123313 +{BUFF, PINK} 0 34 76 13 22 25 24 0 33 227 0.0382928 +Total 1241 1080 872 758 586 559 421 346 65 5928 +Coverage 0.209345 0.182186 0.147099 0.127868 0.0988529 0.0942982 0.0710189 0.0583671 0.0109649 + +Cells 43 +Cell Id CapColor GillColor EDIBLE POISONOUS Interest Frequency Coverage +C3 {RED} {BUFF} 0 1 0.20894 637 0.107456 +C1 {BROWN, PURPLE, GREEN} {BUFF} 0 1 0.198115 604 0.101889 +C34 {YELLOW} {CHOCOLATE} 0 1 0.0495289 151 0.0254723 +C37 {BROWN, PURPLE, GREEN} {PURPLE, ORANGE, GREEN} 1 0 0.043016 160 0.0269906 +C20 {GRAY, CINNAMON} {BROWN} 0.942857 0.0571429 0.0374325 210 0.0354251 +C19 {BROWN, PURPLE, GREEN} {BROWN} 0.893162 0.106838 0.0302678 234 0.0394737 +C7 {BROWN, PURPLE, GREEN} {PINK} 0.909091 0.0909091 0.0284164 198 0.0334008 +C21 {RED} {BROWN} 1 0 0.0276915 103 0.0173752 +C44 {GRAY, CINNAMON} {BLACK} 1 0 0.026885 100 0.0168691 +C15 {RED} {WHITE} 0.975207 0.0247934 0.0266781 121 0.0204116 +C9 {RED} {PINK} 1 0 0.0266161 99 0.0167004 +C39 {RED} {PURPLE, ORANGE, GREEN} 1 0 0.0255407 95 0.0160256 +C14 {GRAY, CINNAMON} {WHITE} 0.878173 0.121827 0.0230617 197 0.0332321 +C26 {GRAY, CINNAMON} {GRAY, YELLOW} 0.197044 0.802956 0.0209925 203 0.0342443 +C10 {YELLOW} {PINK} 0.183784 0.816216 0.0207999 185 0.0312078 +C13 {BROWN, PURPLE, GREEN} {WHITE} 0.820833 0.179167 0.0186554 240 0.0404858 +C28 {YELLOW} {GRAY, YELLOW} 0.223958 0.776042 0.0166169 192 0.0323887 +C22 {YELLOW} {BROWN} 1 0 0.0163998 61 0.0102901 +C38 {GRAY, CINNAMON} {PURPLE, ORANGE, GREEN} 0.892562 0.107438 0.0155895 121 0.0204116 +C46 {YELLOW} {BLACK} 1 0 0.0145179 54 0.00910931 +C31 {BROWN, PURPLE, GREEN} {CHOCOLATE} 1 0 0.0123671 46 0.00775978 +C12 {BUFF, PINK} {PINK} 0 1 0.0111522 34 0.00573549 +C16 {YELLOW} {WHITE} 0.877778 0.122222 0.0105078 90 0.0151822 +C54 {BUFF, PINK} {RED} 1 0 0.00887205 33 0.0055668 +C36 {BUFF, PINK} {CHOCOLATE} 0 1 0.00820014 25 0.00421727 +C47 {WHITE} {BLACK} 0.810811 0.189189 0.00798344 111 0.0187247 +C42 {BUFF, PINK} {PURPLE, ORANGE, GREEN} 0 1 0.00787214 24 0.00404858 +C29 {WHITE} {GRAY, YELLOW} 0.816327 0.183673 0.00735819 98 0.0165317 +C30 {BUFF, PINK} {GRAY, YELLOW} 0 1 0.00721613 22 0.0037112 +C23 {WHITE} {BROWN} 0.766423 0.233577 0.00677338 137 0.0231107 +C25 {BROWN, PURPLE, GREEN} {GRAY, YELLOW} 0.852941 0.147059 0.0066899 68 0.011471 +C32 {GRAY, CINNAMON} {CHOCOLATE} 0.373188 0.626812 0.00620231 276 0.0465587 +C49 {BROWN, PURPLE, GREEN} {RED} 1 0 0.0043016 16 0.00269906 +C51 {RED} {RED} 1 0 0.0043016 16 0.00269906 +C24 {BUFF, PINK} {BROWN} 0 1 0.00426408 13 0.00219298 +C41 {WHITE} {PURPLE, ORANGE, GREEN} 0.190476 0.809524 0.00226418 21 0.00354251 +C11 {WHITE} {PINK} 0.658065 0.341935 0.00208949 155 0.0261471 +C43 {BROWN, PURPLE, GREEN} {BLACK} 0.703704 0.296296 0.00207636 81 0.013664 +C17 {WHITE} {WHITE} 0.641892 0.358108 0.001501 148 0.0249663 +C27 {RED} {GRAY, YELLOW} 0 1 0.000984017 3 0.000506073 +C35 {WHITE} {CHOCOLATE} 0.655738 0.344262 0.000791155 61 0.0102901 +C8 {GRAY, CINNAMON} {PINK} 0.569682 0.430318 0.000440472 409 0.0689946 +C18 {BUFF, PINK} {WHITE} 0.513158 0.486842 2.95557e-05 76 0.0128205 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R06 +Variables + Type Name + Categorical GillColor + Categorical StalkRoot + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{BROWN, PURPLE, BLACK} 1456 0.245614 3 BROWN PURPLE BLACK +{PINK, YELLOW, RED, ...} 1265 0.213394 4 PINK YELLOW RED ORANGE +{BUFF} 1241 0.209345 1 BUFF +{CHOCOLATE, GRAY, GREEN} 1094 0.184548 3 CHOCOLATE GRAY GREEN * +{WHITE} 872 0.147099 1 WHITE +StalkRoot +Group Frequency Coverage Size Value list +{BULBOUS} 2649 0.446862 1 BULBOUS +{?, ROOTED} 1892 0.319163 2 ? ROOTED * +{EQUAL} 979 0.165148 1 EQUAL +{CLUB} 408 0.0688259 1 CLUB + +Cell frequencies + StalkRoot +GillColor {BULBOUS} {?, ROOTED} {EQUAL} {CLUB} Total Coverage +{BROWN, PURPLE, BLACK} 690 86 495 185 1456 0.245614 +{PINK, YELLOW, RED, ...} 716 284 245 20 1265 0.213394 +{BUFF} 0 1241 0 0 1241 0.209345 +{CHOCOLATE, GRAY, GREEN} 733 76 195 90 1094 0.184548 +{WHITE} 510 205 44 113 872 0.147099 +Total 2649 1892 979 408 5928 +Coverage 0.446862 0.319163 0.165148 0.0688259 + +Cells 17 +Cell Id GillColor StalkRoot EDIBLE POISONOUS Interest Frequency Coverage +C8 {BUFF} {?, ROOTED} 0 1 0.353226 1241 0.209345 +C4 {CHOCOLATE, GRAY, GREEN} {BULBOUS} 0 1 0.208634 733 0.12365 +C1 {BROWN, PURPLE, BLACK} {BULBOUS} 0.9 0.1 0.0810006 690 0.116397 +C7 {PINK, YELLOW, RED, ...} {?, ROOTED} 1 0 0.0662564 284 0.0479082 +C14 {CHOCOLATE, GRAY, GREEN} {EQUAL} 1 0 0.0454929 195 0.0328947 +C16 {BROWN, PURPLE, BLACK} {CLUB} 1 0 0.04316 185 0.0312078 +C5 {WHITE} {BULBOUS} 0.821569 0.178431 0.0345939 510 0.0860324 +C11 {BROWN, PURPLE, BLACK} {EQUAL} 0.810101 0.189899 0.0307218 495 0.083502 +C10 {WHITE} {?, ROOTED} 0.912195 0.0878049 0.0260478 205 0.0345816 +C19 {CHOCOLATE, GRAY, GREEN} {CLUB} 1 0 0.0209967 90 0.0151822 +C12 {PINK, YELLOW, RED, ...} {EQUAL} 0.853061 0.146939 0.0209336 245 0.0413293 +C6 {BROWN, PURPLE, BLACK} {?, ROOTED} 1 0 0.0200635 86 0.0145074 +C9 {CHOCOLATE, GRAY, GREEN} {?, ROOTED} 1 0 0.0177306 76 0.0128205 +C15 {WHITE} {EQUAL} 0 1 0.0125237 44 0.0074224 +C20 {WHITE} {CLUB} 0.840708 0.159292 0.00883767 113 0.0190621 +C17 {PINK, YELLOW, RED, ...} {CLUB} 0 1 0.0056926 20 0.00337382 +C2 {PINK, YELLOW, RED, ...} {BULBOUS} 0.446927 0.553073 0.00408821 716 0.120783 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R07 +Variables + Type Name + Categorical GillSize + Categorical StalkSurfaceBelowRing + +Variables stats +GillSize +Group Frequency Coverage Size Value list +{BROAD} 4121 0.695175 1 BROAD +{NARROW} 1807 0.304825 1 NARROW * +StalkSurfaceBelowRing +Group Frequency Coverage Size Value list +{SMOOTH} 3587 0.605094 1 SMOOTH +{SILKY} 1604 0.27058 1 SILKY +{FIBROUS} 544 0.0917679 1 FIBROUS +{SCALY} 193 0.0325574 1 SCALY * + +Cell frequencies + StalkSurfaceBelowRing +GillSize {SMOOTH} {SILKY} {FIBROUS} {SCALY} Total Coverage +{BROAD} 2483 987 481 170 4121 0.695175 +{NARROW} 1104 617 63 23 1807 0.304825 +Total 3587 1604 544 193 5928 +Coverage 0.605094 0.27058 0.0917679 0.0325574 + +Cells 8 +Cell Id GillSize StalkSurfaceBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C1 {BROAD} {SMOOTH} 0.937576 0.0624245 0.415878 2483 0.41886 +C4 {NARROW} {SILKY} 0 1 0.19671 617 0.104082 +C3 {BROAD} {SILKY} 0.100304 0.899696 0.174892 987 0.166498 +C2 {NARROW} {SMOOTH} 0.147645 0.852355 0.149867 1104 0.186235 +C5 {BROAD} {FIBROUS} 0.785863 0.214137 0.0274268 481 0.0811404 +C6 {NARROW} {FIBROUS} 1 0 0.0164631 63 0.0106275 +C7 {BROAD} {SCALY} 0.805882 0.194118 0.0114296 170 0.0286775 +C8 {NARROW} {SCALY} 0 1 0.0073328 23 0.00387989 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R08 +Variables + Type Name + Categorical GillSize + Categorical StalkSurfaceAboveRing + +Variables stats +GillSize +Group Frequency Coverage Size Value list +{BROAD} 4121 0.695175 1 BROAD +{NARROW} 1807 0.304825 1 NARROW * +StalkSurfaceAboveRing +Group Frequency Coverage Size Value list +{SMOOTH, SCALY} 3768 0.635628 2 SMOOTH SCALY * +{SILKY} 1653 0.278846 1 SILKY +{FIBROUS} 507 0.0855263 1 FIBROUS + +Cell frequencies + StalkSurfaceAboveRing +GillSize {SMOOTH, SCALY} {SILKY} {FIBROUS} Total Coverage +{BROAD} 2622 1019 480 4121 0.695175 +{NARROW} 1146 634 27 1807 0.304825 +Total 3768 1653 507 5928 +Coverage 0.635628 0.278846 0.0855263 + +Cells 6 +Cell Id GillSize StalkSurfaceAboveRing EDIBLE POISONOUS Interest Frequency Coverage +C1 {BROAD} {SMOOTH, SCALY} 0.941648 0.0583524 0.448859 2622 0.442308 +C4 {NARROW} {SILKY} 0 1 0.201274 634 0.10695 +C3 {BROAD} {SILKY} 0.0961727 0.903827 0.183914 1019 0.171896 +C2 {NARROW} {SMOOTH, SCALY} 0.173647 0.826353 0.13273 1146 0.19332 +C5 {BROAD} {FIBROUS} 0.78125 0.21875 0.0261977 480 0.0809717 +C6 {NARROW} {FIBROUS} 1 0 0.00702572 27 0.00455466 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R09 +Variables + Type Name + Categorical GillSize + Categorical StalkColorAboveRing + +Variables stats +GillSize +Group Frequency Coverage Size Value list +{BROAD} 4121 0.695175 1 BROAD +{NARROW} 1807 0.304825 1 NARROW * +StalkColorAboveRing +Group Frequency Coverage Size Value list +{WHITE} 3361 0.56697 1 WHITE +{PINK, YELLOW} 1319 0.222503 2 PINK YELLOW * +{GRAY, ORANGE, RED} 615 0.103745 3 GRAY ORANGE RED +{BUFF, CINNAMON} 317 0.053475 2 BUFF CINNAMON +{BROWN} 316 0.0533063 1 BROWN + +Cell frequencies + StalkColorAboveRing +GillSize {WHITE} {PINK, YELLOW} {GRAY, ORANGE, RED} {BUFF, CINNAMON} {BROWN} Total Coverage +{BROAD} 2179 694 615 317 316 4121 0.695175 +{NARROW} 1182 625 0 0 0 1807 0.304825 +Total 3361 1319 615 317 316 5928 +Coverage 0.56697 0.222503 0.103745 0.053475 0.0533063 + +Cells 7 +Cell Id GillSize StalkColorAboveRing EDIBLE POISONOUS Interest Frequency Coverage +C1 {BROAD} {WHITE} 0.881597 0.118403 0.275624 2179 0.367578 +C4 {NARROW} {PINK, YELLOW} 0 1 0.216475 625 0.105432 +C5 {BROAD} {GRAY, ORANGE, RED} 1 0 0.174595 615 0.103745 +C2 {NARROW} {WHITE} 0.191201 0.808799 0.133958 1182 0.199393 +C7 {BROAD} {BUFF, CINNAMON} 0 1 0.109796 317 0.053475 +C9 {BROAD} {BROWN} 0.0316456 0.968354 0.0887212 316 0.0533063 +C3 {BROAD} {PINK, YELLOW} 0.570605 0.429395 0.000831184 694 0.117072 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R10 +Variables + Type Name + Categorical CapColor + Categorical CapShape + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{GRAY, WHITE, CINNAMON} 2247 0.379049 3 GRAY WHITE CINNAMON +{BROWN} 1624 0.273954 1 BROWN +{RED} 1074 0.181174 1 RED +{YELLOW} 733 0.12365 1 YELLOW +{BUFF, PINK} 227 0.0382928 2 BUFF PINK +{PURPLE, GREEN} 23 0.00387989 2 PURPLE GREEN * +CapShape +Group Frequency Coverage Size Value list +{CONVEX} 2705 0.456309 1 CONVEX +{FLAT, CONICAL} 2300 0.387989 2 FLAT CONICAL * +{KNOBBED} 587 0.0990216 1 KNOBBED +{BELL, SUNKEN} 336 0.0566802 2 BELL SUNKEN + +Cell frequencies + CapShape +CapColor {CONVEX} {FLAT, CONICAL} {KNOBBED} {BELL, SUNKEN} Total Coverage +{GRAY, WHITE, CINNAMON} 1121 869 74 183 2247 0.379049 +{BROWN} 650 654 271 49 1624 0.273954 +{RED} 438 417 219 0 1074 0.181174 +{YELLOW} 374 272 2 85 733 0.12365 +{BUFF, PINK} 110 77 21 19 227 0.0382928 +{PURPLE, GREEN} 12 11 0 0 23 0.00387989 +Total 2705 2300 587 336 5928 +Coverage 0.456309 0.387989 0.0990216 0.0566802 + +Cells 21 +Cell Id CapColor CapShape EDIBLE POISONOUS Interest Frequency Coverage +C15 {RED} {KNOBBED} 0.0273973 0.972603 0.238319 219 0.0369433 +C10 {YELLOW} {FLAT, CONICAL} 0.158088 0.841912 0.142695 272 0.0458839 +C19 {GRAY, WHITE, CINNAMON} {BELL, SUNKEN} 0.945355 0.0546448 0.132369 183 0.0308704 +C14 {BROWN} {KNOBBED} 0.221402 0.778598 0.0953086 271 0.0457152 +C22 {YELLOW} {BELL, SUNKEN} 0.964706 0.0352941 0.0697285 85 0.0143387 +C13 {GRAY, WHITE, CINNAMON} {KNOBBED} 0.959459 0.0405405 0.0586449 74 0.0124831 +C20 {BROWN} {BELL, SUNKEN} 0.959184 0.0408163 0.0387624 49 0.00826586 +C5 {BUFF, PINK} {CONVEX} 0.236364 0.763636 0.0348718 110 0.018556 +C1 {GRAY, WHITE, CINNAMON} {CONVEX} 0.620874 0.379126 0.0292378 1121 0.189103 +C4 {YELLOW} {CONVEX} 0.390374 0.609626 0.0267355 374 0.0630904 +C23 {BUFF, PINK} {BELL, SUNKEN} 0 1 0.0248872 19 0.00320513 +C17 {BUFF, PINK} {KNOBBED} 1 0 0.022546 21 0.00354251 +C7 {GRAY, WHITE, CINNAMON} {FLAT, CONICAL} 0.611047 0.388953 0.0177694 869 0.146592 +C2 {BROWN} {CONVEX} 0.615385 0.384615 0.0148515 650 0.109649 +C6 {PURPLE, GREEN} {CONVEX} 1 0 0.0128835 12 0.00202429 +C12 {PURPLE, GREEN} {FLAT, CONICAL} 1 0 0.0118098 11 0.0018556 +C11 {BUFF, PINK} {FLAT, CONICAL} 0.324675 0.675325 0.0117884 77 0.0129892 +C8 {BROWN} {FLAT, CONICAL} 0.600917 0.399083 0.0100516 654 0.110324 +C16 {YELLOW} {KNOBBED} 0 1 0.00261971 2 0.000337382 +C9 {RED} {FLAT, CONICAL} 0.494005 0.505995 0.00233828 417 0.0703441 +C3 {RED} {CONVEX} 0.5 0.5 0.00178176 438 0.0738866 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R11 +Variables + Type Name + Categorical CapSurface + Categorical GillColor + +Variables stats +CapSurface +Group Frequency Coverage Size Value list +{SCALY} 2282 0.384953 1 SCALY +{SMOOTH} 1935 0.326417 2 SMOOTH * +{FIBROUS} 1711 0.28863 1 FIBROUS +GillColor +Group Frequency Coverage Size Value list +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{PINK} 1080 0.182186 1 PINK +{WHITE} 872 0.147099 1 WHITE +{BROWN} 758 0.127868 1 BROWN +{CHOCOLATE} 559 0.0942982 1 CHOCOLATE +{GRAY} 517 0.0872132 1 GRAY +{PURPLE} 352 0.0593792 1 PURPLE +{BLACK} 346 0.0583671 1 BLACK +{YELLOW, ORANGE} 120 0.0202429 2 YELLOW ORANGE +{RED} 65 0.0109649 1 RED + +Cell frequencies + GillColor +CapSurface {BUFF, GREEN} {PINK} {WHITE} {BROWN} {CHOCOLATE} {GRAY} {PURPLE} {BLACK} {YELLOW, ORANGE} {RED} Total Coverage +{SCALY} 624 372 400 247 158 202 157 71 20 31 2282 0.384953 +{SMOOTH} 635 248 235 232 157 109 18 167 100 34 1935 0.326417 +{FIBROUS} 0 460 237 279 244 206 177 108 0 0 1711 0.28863 +Total 1259 1080 872 758 559 517 352 346 120 65 5928 +Coverage 0.212382 0.182186 0.147099 0.127868 0.0942982 0.0872132 0.0593792 0.0583671 0.0202429 0.0109649 + +Cells 27 +Cell Id CapSurface GillColor EDIBLE POISONOUS Interest Frequency Coverage +C2 {SMOOTH} {BUFF, GREEN} 0 1 0.242849 635 0.107119 +C1 {SCALY} {BUFF, GREEN} 0 1 0.238642 624 0.105263 +C9 {FIBROUS} {WHITE} 0.966245 0.0337553 0.0573474 237 0.0399798 +C12 {FIBROUS} {BROWN} 0.939068 0.0609319 0.0565933 279 0.0470648 +C19 {SCALY} {PURPLE} 1 0 0.0492141 157 0.0264845 +C7 {SCALY} {WHITE} 0.845 0.155 0.0433581 400 0.0674764 +C13 {SCALY} {CHOCOLATE} 0.0696203 0.93038 0.0396958 158 0.0266532 +C10 {SCALY} {BROWN} 0.902834 0.097166 0.0396866 247 0.0416667 +C24 {FIBROUS} {BLACK} 1 0 0.0338543 108 0.0182186 +C26 {SMOOTH} {YELLOW, ORANGE} 1 0 0.0313466 100 0.0168691 +C21 {FIBROUS} {PURPLE} 0.898305 0.101695 0.0276109 177 0.0298583 +C18 {FIBROUS} {GRAY} 0.218447 0.781553 0.0215805 206 0.0347503 +C11 {SMOOTH} {BROWN} 0.823276 0.176724 0.021421 232 0.0391363 +C23 {SMOOTH} {BLACK} 0.868263 0.131737 0.0213105 167 0.0281714 +C16 {SCALY} {GRAY} 0.227723 0.772277 0.0198625 202 0.0340756 +C29 {SMOOTH} {RED} 1 0 0.0106578 34 0.00573549 +C28 {SCALY} {RED} 1 0 0.00971744 31 0.00522942 +C25 {SCALY} {YELLOW, ORANGE} 0 1 0.00764878 20 0.00337382 +C15 {FIBROUS} {CHOCOLATE} 0.364754 0.635246 0.0070876 244 0.0411606 +C20 {SMOOTH} {PURPLE} 0 1 0.0068839 18 0.00303644 +C6 {FIBROUS} {PINK} 0.647826 0.352174 0.00606581 460 0.0775978 +C17 {SMOOTH} {GRAY} 0.743119 0.256881 0.0050295 109 0.0183873 +C22 {SCALY} {BLACK} 0.676056 0.323944 0.001472 71 0.0119771 +C5 {SMOOTH} {PINK} 0.572581 0.427419 0.000364844 248 0.0418354 +C8 {SMOOTH} {WHITE} 0.570213 0.429787 0.000304051 235 0.0396424 +C4 {SCALY} {PINK} 0.55914 0.44086 0.000229273 372 0.062753 +C14 {SMOOTH} {CHOCOLATE} 0.566879 0.433121 0.000166983 157 0.0264845 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R12 +Variables + Type Name + Categorical GillColor + Categorical GillSpacing + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{PINK} 1080 0.182186 1 PINK +{WHITE} 872 0.147099 1 WHITE +{BROWN} 758 0.127868 1 BROWN +{CHOCOLATE} 559 0.0942982 1 CHOCOLATE +{GRAY} 517 0.0872132 1 GRAY +{PURPLE} 352 0.0593792 1 PURPLE +{BLACK} 346 0.0583671 1 BLACK +{RED, ORANGE} 116 0.0195682 2 RED ORANGE +{YELLOW} 69 0.0116397 1 YELLOW +GillSpacing +Group Frequency Coverage Size Value list +{CLOSE} 4794 0.808704 1 CLOSE +{CROWDED} 1134 0.191296 1 CROWDED * + +Cell frequencies + GillSpacing +GillColor {CLOSE} {CROWDED} Total Coverage +{BUFF, GREEN} 1259 0 1259 0.212382 +{PINK} 785 295 1080 0.182186 +{WHITE} 723 149 872 0.147099 +{BROWN} 531 227 758 0.127868 +{CHOCOLATE} 381 178 559 0.0942982 +{GRAY} 434 83 517 0.0872132 +{PURPLE} 334 18 352 0.0593792 +{BLACK} 164 182 346 0.0583671 +{RED, ORANGE} 116 0 116 0.0195682 +{YELLOW} 67 2 69 0.0116397 +Total 4794 1134 5928 +Coverage 0.808704 0.191296 + +Cells 18 +Cell Id GillColor GillSpacing EDIBLE POISONOUS Interest Frequency Coverage +C1 {BUFF, GREEN} {CLOSE} 0 1 0.423108 1259 0.212382 +C5 {CHOCOLATE} {CLOSE} 0.0288714 0.971129 0.105467 381 0.0642713 +C4 {BROWN} {CLOSE} 0.875706 0.124294 0.0626376 531 0.0895749 +C7 {PURPLE} {CLOSE} 0.946108 0.0538922 0.0622854 334 0.0563428 +C12 {PINK} {CROWDED} 0.945763 0.0542373 0.0548907 295 0.0497638 +C18 {BLACK} {CROWDED} 1 0 0.0501332 182 0.0307018 +C15 {CHOCOLATE} {CROWDED} 1 0 0.0490314 178 0.030027 +C3 {WHITE} {CLOSE} 0.77455 0.22545 0.0393965 723 0.121964 +C14 {BROWN} {CROWDED} 0.929515 0.0704846 0.0380623 227 0.0382928 +C6 {GRAY} {CLOSE} 0.246544 0.753456 0.0328086 434 0.0732119 +C9 {RED, ORANGE} {CLOSE} 1 0 0.031953 116 0.0195682 +C13 {WHITE} {CROWDED} 0.946309 0.0536913 0.0278219 149 0.025135 +C17 {PURPLE} {CROWDED} 0 1 0.0060492 18 0.00303644 +C8 {BLACK} {CLOSE} 0.72561 0.27439 0.00553991 164 0.0276653 +C16 {GRAY} {CROWDED} 0.783133 0.216867 0.00487376 83 0.0140013 +C2 {PINK} {CLOSE} 0.470064 0.529936 0.00286255 785 0.132422 +C10 {YELLOW} {CLOSE} 0.731343 0.268657 0.00240664 67 0.0113023 +C20 {YELLOW} {CROWDED} 0 1 0.000672134 2 0.000337382 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R13 +Variables + Type Name + Categorical CapShape + Categorical CapSurface + +Variables stats +CapShape +Group Frequency Coverage Size Value list +{CONVEX, FLAT} 5003 0.843961 2 CONVEX FLAT +{KNOBBED, CONICAL} 589 0.099359 2 KNOBBED CONICAL * +{BELL, SUNKEN} 336 0.0566802 2 BELL SUNKEN +CapSurface +Group Frequency Coverage Size Value list +{SCALY, GROOVES} 2285 0.385459 2 SCALY GROOVES * +{SMOOTH} 1932 0.325911 1 SMOOTH +{FIBROUS} 1711 0.28863 1 FIBROUS + +Cell frequencies + CapSurface +CapShape {SCALY, GROOVES} {SMOOTH} {FIBROUS} Total Coverage +{CONVEX, FLAT} 1911 1471 1621 5003 0.843961 +{KNOBBED, CONICAL} 263 288 38 589 0.099359 +{BELL, SUNKEN} 111 173 52 336 0.0566802 +Total 2285 1932 1711 5928 +Coverage 0.385459 0.325911 0.28863 + +Cells 9 +Cell Id CapShape CapSurface EDIBLE POISONOUS Interest Frequency Coverage +C2 {KNOBBED, CONICAL} {SCALY, GROOVES} 0.121673 0.878327 0.282926 263 0.0443657 +C7 {CONVEX, FLAT} {FIBROUS} 0.681061 0.318939 0.205557 1621 0.273448 +C6 {BELL, SUNKEN} {SMOOTH} 0.919075 0.0809249 0.175893 173 0.0291835 +C5 {KNOBBED, CONICAL} {SMOOTH} 0.315972 0.684028 0.0797027 288 0.048583 +C9 {BELL, SUNKEN} {FIBROUS} 0.980769 0.0192308 0.0791749 52 0.00877193 +C3 {BELL, SUNKEN} {SCALY, GROOVES} 0.828829 0.171171 0.0608848 111 0.0187247 +C4 {CONVEX, FLAT} {SMOOTH} 0.452753 0.547247 0.0560103 1471 0.248144 +C8 {KNOBBED, CONICAL} {FIBROUS} 0.921053 0.0789474 0.0391292 38 0.00641026 +C1 {CONVEX, FLAT} {SCALY, GROOVES} 0.490842 0.509158 0.0207215 1911 0.322368 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R14 +Variables + Type Name + Categorical GillColor + Categorical RingNumber + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{BROWN, PURPLE, BLACK} 1456 0.245614 3 BROWN PURPLE BLACK +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{PINK, RED} 1145 0.193151 2 PINK RED +{WHITE} 872 0.147099 1 WHITE +{CHOCOLATE} 559 0.0942982 1 CHOCOLATE +{GRAY} 517 0.0872132 1 GRAY +{YELLOW, ORANGE} 120 0.0202429 2 YELLOW ORANGE +RingNumber +Group Frequency Coverage Size Value list +{ONE} 5484 0.925101 1 ONE +{TWO} 411 0.069332 1 TWO +{NONE} 33 0.0055668 1 NONE * + +Cell frequencies + RingNumber +GillColor {ONE} {TWO} {NONE} Total Coverage +{BROWN, PURPLE, BLACK} 1456 0 0 1456 0.245614 +{BUFF, GREEN} 1241 18 0 1259 0.212382 +{PINK, RED} 1014 131 0 1145 0.193151 +{WHITE} 677 180 15 872 0.147099 +{CHOCOLATE} 559 0 0 559 0.0942982 +{GRAY} 435 82 0 517 0.0872132 +{YELLOW, ORANGE} 102 0 18 120 0.0202429 +Total 5484 411 33 5928 +Coverage 0.925101 0.069332 0.0055668 + +Cells 13 +Cell Id GillColor RingNumber EDIBLE POISONOUS Interest Frequency Coverage +C2 {BUFF, GREEN} {ONE} 0 1 0.516047 1241 0.209345 +C1 {BROWN, PURPLE, BLACK} {ONE} 0.888049 0.111951 0.230826 1456 0.245614 +C4 {WHITE} {ONE} 0.799114 0.200886 0.0562162 677 0.114204 +C10 {PINK, RED} {TWO} 1 0 0.0446495 131 0.0220985 +C6 {GRAY} {ONE} 0.245977 0.754023 0.0408577 435 0.0733806 +C7 {YELLOW, ORANGE} {ONE} 0.980392 0.0196078 0.0295606 102 0.0172065 +C11 {WHITE} {TWO} 0.888889 0.111111 0.0286955 180 0.0303644 +C5 {CHOCOLATE} {ONE} 0.338104 0.661896 0.0237396 559 0.0942982 +C9 {BUFF, GREEN} {TWO} 0 1 0.00748497 18 0.00303644 +C21 {YELLOW, ORANGE} {NONE} 0 1 0.00748497 18 0.00303644 +C13 {GRAY} {TWO} 0.792683 0.207317 0.00645824 82 0.0138327 +C18 {WHITE} {NONE} 0 1 0.00623747 15 0.00253036 +C3 {PINK, RED} {ONE} 0.573964 0.426036 0.00174209 1014 0.171053 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R15 +Variables + Type Name + Categorical GillAttachment + Categorical GillColor + +Variables stats +GillAttachment +Group Frequency Coverage Size Value list +{FREE} 5771 0.973516 1 FREE +{ATTACHED} 157 0.0264845 1 ATTACHED * +GillColor +Group Frequency Coverage Size Value list +{BROWN, PURPLE, BLACK, ...} 1507 0.254217 4 BROWN PURPLE BLACK ORANGE +{BUFF, YELLOW, GREEN} 1328 0.224022 3 BUFF YELLOW GREEN * +{PINK} 1080 0.182186 1 PINK +{CHOCOLATE, GRAY} 1076 0.181511 2 CHOCOLATE GRAY +{WHITE} 872 0.147099 1 WHITE +{RED} 65 0.0109649 1 RED + +Cell frequencies + GillColor +GillAttachment {BROWN, PURPLE, BLACK, ...} {BUFF, YELLOW, GREEN} {PINK} {CHOCOLATE, GRAY} {WHITE} {RED} Total Coverage +{FREE} 1414 1271 1080 1076 865 65 5771 0.973516 +{ATTACHED} 93 57 0 0 7 0 157 0.0264845 +Total 1507 1328 1080 1076 872 65 5928 +Coverage 0.254217 0.224022 0.182186 0.181511 0.147099 0.0109649 + +Cells 9 +Cell Id GillAttachment GillColor EDIBLE POISONOUS Interest Frequency Coverage +C3 {FREE} {BUFF, YELLOW, GREEN} 0 1 0.560656 1271 0.214406 +C1 {FREE} {BROWN, PURPLE, BLACK, ...} 0.884724 0.115276 0.232598 1414 0.238529 +C9 {FREE} {WHITE} 0.810405 0.189595 0.0833999 865 0.145918 +C7 {FREE} {CHOCOLATE, GRAY} 0.335502 0.664498 0.0497912 1076 0.181511 +C2 {ATTACHED} {BROWN, PURPLE, BLACK, ...} 1 0 0.033625 93 0.0156883 +C11 {FREE} {RED} 1 0 0.0235014 65 0.0109649 +C4 {ATTACHED} {BUFF, YELLOW, GREEN} 0.859649 0.140351 0.00790485 57 0.00961538 +C5 {FREE} {PINK} 0.6 0.4 0.0054359 1080 0.182186 +C10 {ATTACHED} {WHITE} 0 1 0.0030878 7 0.00118084 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R16 +Variables + Type Name + Categorical GillColor + Categorical VeilColor + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{BROWN, PURPLE, BLACK} 1456 0.245614 3 BROWN PURPLE BLACK +{BUFF, YELLOW, ORANGE, ...} 1379 0.232625 4 BUFF YELLOW ORANGE GREEN * +{PINK} 1080 0.182186 1 PINK +{CHOCOLATE, GRAY} 1076 0.181511 2 CHOCOLATE GRAY +{WHITE} 872 0.147099 1 WHITE +{RED} 65 0.0109649 1 RED +VeilColor +Group Frequency Coverage Size Value list +{WHITE} 5781 0.975202 1 WHITE +{ORANGE, BROWN} 142 0.0239541 2 ORANGE BROWN +{YELLOW} 5 0.000843455 1 YELLOW * + +Cell frequencies + VeilColor +GillColor {WHITE} {ORANGE, BROWN} {YELLOW} Total Coverage +{BROWN, PURPLE, BLACK} 1414 42 0 1456 0.245614 +{BUFF, YELLOW, ORANGE, ...} 1277 100 2 1379 0.232625 +{PINK} 1080 0 0 1080 0.182186 +{CHOCOLATE, GRAY} 1076 0 0 1076 0.181511 +{WHITE} 869 0 3 872 0.147099 +{RED} 65 0 0 65 0.0109649 +Total 5781 142 5 5928 +Coverage 0.975202 0.0239541 0.000843455 + +Cells 10 +Cell Id GillColor VeilColor EDIBLE POISONOUS Interest Frequency Coverage +C2 {BUFF, YELLOW, ORANGE, ...} {WHITE} 0 1 0.557988 1277 0.215418 +C1 {BROWN, PURPLE, BLACK} {WHITE} 0.884724 0.115276 0.230403 1414 0.238529 +C5 {WHITE} {WHITE} 0.806674 0.193326 0.0805813 869 0.146592 +C4 {CHOCOLATE, GRAY} {WHITE} 0.335502 0.664498 0.0493214 1076 0.181511 +C8 {BUFF, YELLOW, ORANGE, ...} {ORANGE, BROWN} 1 0 0.0358148 100 0.0168691 +C6 {RED} {WHITE} 1 0 0.0232796 65 0.0109649 +C7 {BROWN, PURPLE, BLACK} {ORANGE, BROWN} 1 0 0.0150422 42 0.00708502 +C3 {PINK} {WHITE} 0.6 0.4 0.00538461 1080 0.182186 +C17 {WHITE} {YELLOW} 0 1 0.00131086 3 0.000506073 +C14 {BUFF, YELLOW, ORANGE, ...} {YELLOW} 0 1 0.000873905 2 0.000337382 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R17 +Variables + Type Name + Categorical CapShape + Categorical GillColor + +Variables stats +CapShape +Group Frequency Coverage Size Value list +{CONVEX} 2705 0.456309 1 CONVEX +{FLAT} 2298 0.387652 1 FLAT +{KNOBBED, BELL, SUNKEN} 923 0.155702 3 KNOBBED BELL SUNKEN +{CONICAL} 2 0.000337382 1 CONICAL * +GillColor +Group Frequency Coverage Size Value list +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{BROWN, BLACK, RED, ...} 1220 0.205803 4 BROWN BLACK RED ORANGE +{PINK} 1080 0.182186 1 PINK +{WHITE, YELLOW} 941 0.158738 2 WHITE YELLOW +{CHOCOLATE} 559 0.0942982 1 CHOCOLATE +{GRAY} 517 0.0872132 1 GRAY +{PURPLE} 352 0.0593792 1 PURPLE + +Cell frequencies + GillColor +CapShape {BUFF, GREEN} {BROWN, BLACK, RED, ...} {PINK} {WHITE, YELLOW} {CHOCOLATE} {GRAY} {PURPLE} Total Coverage +{CONVEX} 419 595 549 401 283 266 192 2705 0.456309 +{FLAT} 421 461 484 344 276 152 160 2298 0.387652 +{KNOBBED, BELL, SUNKEN} 419 164 47 194 0 99 0 923 0.155702 +{CONICAL} 0 0 0 2 0 0 0 2 0.000337382 +Total 1259 1220 1080 941 559 517 352 5928 +Coverage 0.212382 0.205803 0.182186 0.158738 0.0942982 0.0872132 0.0593792 + +Cells 20 +Cell Id CapShape GillColor EDIBLE POISONOUS Interest Frequency Coverage +C2 {FLAT} {BUFF, GREEN} 0 1 0.170988 421 0.0710189 +C1 {CONVEX} {BUFF, GREEN} 0 1 0.170176 419 0.0706815 +C3 {KNOBBED, BELL, SUNKEN} {BUFF, GREEN} 0 1 0.170176 419 0.0706815 +C5 {CONVEX} {BROWN, BLACK, RED, ...} 0.863866 0.136134 0.0782299 595 0.100371 +C6 {FLAT} {BROWN, BLACK, RED, ...} 0.900217 0.0997831 0.0773317 461 0.0777665 +C7 {KNOBBED, BELL, SUNKEN} {BROWN, BLACK, RED, ...} 1 0 0.0545953 164 0.0276653 +C26 {FLAT} {PURPLE} 1 0 0.0532637 160 0.0269906 +C22 {FLAT} {GRAY} 0.0394737 0.960526 0.0478678 152 0.025641 +C13 {CONVEX} {WHITE, YELLOW} 0.840399 0.159601 0.044651 401 0.0676451 +C23 {KNOBBED, BELL, SUNKEN} {GRAY} 0.929293 0.0707071 0.0200329 99 0.0167004 +C21 {CONVEX} {GRAY} 0.278195 0.721805 0.0190589 266 0.0448718 +C25 {CONVEX} {PURPLE} 0.8125 0.1875 0.0173269 192 0.0323887 +C15 {KNOBBED, BELL, SUNKEN} {WHITE, YELLOW} 0.809278 0.190722 0.0170698 194 0.032726 +C14 {FLAT} {WHITE, YELLOW} 0.744186 0.255814 0.0170377 344 0.0580297 +C11 {KNOBBED, BELL, SUNKEN} {PINK} 1 0 0.0156462 47 0.00792848 +C17 {CONVEX} {CHOCOLATE} 0.335689 0.664311 0.0120344 283 0.0477395 +C18 {FLAT} {CHOCOLATE} 0.34058 0.65942 0.0111562 276 0.0465587 +C9 {CONVEX} {PINK} 0.588342 0.411658 0.00171664 549 0.0926113 +C10 {FLAT} {PINK} 0.57438 0.42562 0.000829378 484 0.0816464 +C16 {CONICAL} {WHITE, YELLOW} 0 1 0.000812294 2 0.000337382 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R18 +Variables + Type Name + Categorical GillColor + Categorical StalkColorBelowRing + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{WHITE, PURPLE, YELLOW, ...} 1344 0.226721 4 WHITE PURPLE YELLOW ORANGE +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{BROWN, BLACK, RED} 1169 0.1972 3 BROWN BLACK RED +{PINK} 1080 0.182186 1 PINK +{CHOCOLATE, GRAY} 1076 0.181511 2 CHOCOLATE GRAY +StalkColorBelowRing +Group Frequency Coverage Size Value list +{WHITE} 3303 0.557186 1 WHITE +{PINK, ORANGE, RED} 1518 0.256073 3 PINK ORANGE RED +{BROWN, BUFF} 664 0.112011 2 BROWN BUFF +{GRAY} 394 0.0664642 1 GRAY +{CINNAMON, YELLOW} 49 0.00826586 2 CINNAMON YELLOW * + +Cell frequencies + StalkColorBelowRing +GillColor {WHITE} {PINK, ORANGE, RED} {BROWN, BUFF} {GRAY} {CINNAMON, YELLOW} Total Coverage +{WHITE, PURPLE, YELLOW, ...} 677 341 70 207 49 1344 0.226721 +{BUFF, GREEN} 642 617 0 0 0 1259 0.212382 +{BROWN, BLACK, RED} 909 167 0 93 0 1169 0.1972 +{PINK} 592 199 195 94 0 1080 0.182186 +{CHOCOLATE, GRAY} 483 194 399 0 0 1076 0.181511 +Total 3303 1518 664 394 49 5928 +Coverage 0.557186 0.256073 0.112011 0.0664642 0.00826586 + +Cells 17 +Cell Id GillColor StalkColorBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C2 {BUFF, GREEN} {WHITE} 0 1 0.189436 642 0.1083 +C7 {BUFF, GREEN} {PINK, ORANGE, RED} 0 1 0.182059 617 0.104082 +C15 {CHOCOLATE, GRAY} {BROWN, BUFF} 0 1 0.117734 399 0.0673077 +C3 {BROWN, BLACK, RED} {WHITE} 0.860286 0.139714 0.0847002 909 0.15334 +C6 {WHITE, PURPLE, YELLOW, ...} {PINK, ORANGE, RED} 1 0 0.0824727 341 0.0575236 +C14 {PINK} {BROWN, BUFF} 0 1 0.057539 195 0.0328947 +C10 {CHOCOLATE, GRAY} {PINK, ORANGE, RED} 0 1 0.0572439 194 0.032726 +C16 {WHITE, PURPLE, YELLOW, ...} {GRAY} 1 0 0.0500641 207 0.034919 +C8 {BROWN, BLACK, RED} {PINK, ORANGE, RED} 1 0 0.0403898 167 0.0281714 +C4 {PINK} {WHITE} 0.768581 0.231419 0.026851 592 0.099865 +C1 {WHITE, PURPLE, YELLOW, ...} {WHITE} 0.747415 0.252585 0.0251523 677 0.114204 +C19 {PINK} {GRAY} 1 0 0.0227344 94 0.015857 +C18 {BROWN, BLACK, RED} {GRAY} 1 0 0.0224925 93 0.0156883 +C5 {CHOCOLATE, GRAY} {WHITE} 0.747412 0.252588 0.0179442 483 0.0814777 +C21 {WHITE, PURPLE, YELLOW, ...} {CINNAMON, YELLOW} 0 1 0.0144585 49 0.00826586 +C11 {WHITE, PURPLE, YELLOW, ...} {BROWN, BUFF} 0.9 0.1 0.0085189 70 0.0118084 +C9 {PINK} {PINK, ORANGE, RED} 0.497487 0.502513 0.000209939 199 0.0335695 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R19 +Variables + Type Name + Categorical GillColor + Categorical RingType + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{PINK, GRAY, BLACK, ...} 2008 0.338731 4 PINK GRAY BLACK RED +{BUFF, YELLOW, ORANGE} 1361 0.229588 3 BUFF YELLOW ORANGE +{BROWN, PURPLE} 1110 0.187247 2 BROWN PURPLE +{WHITE} 872 0.147099 1 WHITE +{CHOCOLATE, GREEN} 577 0.0973347 2 CHOCOLATE GREEN * +RingType +Group Frequency Coverage Size Value list +{PENDANT} 2787 0.470142 1 PENDANT +{EVANESCENT, FLARING} 2220 0.374494 2 EVANESCENT FLARING +{LARGE, NONE} 921 0.155364 2 LARGE NONE * + +Cell frequencies + RingType +GillColor {PENDANT} {EVANESCENT, FLARING} {LARGE, NONE} Total Coverage +{PINK, GRAY, BLACK, ...} 977 445 586 2008 0.338731 +{BUFF, YELLOW, ORANGE} 100 1243 18 1361 0.229588 +{BROWN, PURPLE} 914 196 0 1110 0.187247 +{WHITE} 710 147 15 872 0.147099 +{CHOCOLATE, GREEN} 86 189 302 577 0.0973347 +Total 2787 2220 921 5928 +Coverage 0.470142 0.374494 0.155364 + +Cells 14 +Cell Id GillColor RingType EDIBLE POISONOUS Interest Frequency Coverage +C7 {BUFF, YELLOW, ORANGE} {EVANESCENT, FLARING} 0 1 0.339664 1243 0.209683 +C11 {PINK, GRAY, BLACK, ...} {LARGE, NONE} 0 1 0.160131 586 0.0988529 +C6 {PINK, GRAY, BLACK, ...} {EVANESCENT, FLARING} 1 0 0.0996705 445 0.0750675 +C3 {BROWN, PURPLE} {PENDANT} 0.870897 0.129103 0.084851 914 0.154184 +C15 {CHOCOLATE, GREEN} {LARGE, NONE} 0 1 0.0825249 302 0.0509447 +C8 {BROWN, PURPLE} {EVANESCENT, FLARING} 1 0 0.0438998 196 0.0330634 +C10 {CHOCOLATE, GREEN} {EVANESCENT, FLARING} 1 0 0.0423319 189 0.0318826 +C4 {WHITE} {PENDANT} 0.809859 0.190141 0.042225 710 0.119771 +C1 {PINK, GRAY, BLACK, ...} {PENDANT} 0.758444 0.241556 0.0373764 977 0.164811 +C5 {CHOCOLATE, GREEN} {PENDANT} 0 1 0.0235005 86 0.0145074 +C2 {BUFF, YELLOW, ORANGE} {PENDANT} 1 0 0.0223979 100 0.0168691 +C9 {WHITE} {EVANESCENT, FLARING} 0.857143 0.142857 0.0124097 147 0.0247976 +C12 {BUFF, YELLOW, ORANGE} {LARGE, NONE} 0 1 0.0049187 18 0.00303644 +C14 {WHITE} {LARGE, NONE} 0 1 0.00409892 15 0.00253036 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R20 +Variables + Type Name + Categorical GillColor + Categorical Habitat + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{BUFF, GRAY} 1758 0.296559 2 BUFF GRAY +{BROWN, PURPLE, BLACK, ...} 1507 0.254217 4 BROWN PURPLE BLACK ORANGE +{PINK} 1080 0.182186 1 PINK +{WHITE, RED} 937 0.158063 2 WHITE RED +{CHOCOLATE} 559 0.0942982 1 CHOCOLATE +{YELLOW, GREEN} 87 0.0146761 2 YELLOW GREEN * +Habitat +Group Frequency Coverage Size Value list +{WOODS} 2224 0.375169 1 WOODS +{GRASSES} 1684 0.284076 1 GRASSES +{PATHS, LEAVES} 1420 0.239541 2 PATHS LEAVES +{URBAN} 251 0.0423414 1 URBAN +{MEADOWS} 220 0.037112 1 MEADOWS +{WASTE} 129 0.0217611 1 WASTE * + +Cell frequencies + Habitat +GillColor {WOODS} {GRASSES} {PATHS, LEAVES} {URBAN} {MEADOWS} {WASTE} Total Coverage +{BUFF, GRAY} 544 206 935 17 56 0 1758 0.296559 +{BROWN, PURPLE, BLACK, ...} 699 520 112 79 97 0 1507 0.254217 +{PINK} 453 428 126 73 0 0 1080 0.182186 +{WHITE, RED} 385 210 106 50 57 129 937 0.158063 +{CHOCOLATE} 125 312 90 32 0 0 559 0.0942982 +{YELLOW, GREEN} 18 8 51 0 10 0 87 0.0146761 +Total 2224 1684 1420 251 220 129 5928 +Coverage 0.375169 0.284076 0.239541 0.0423414 0.037112 0.0217611 + +Cells 28 +Cell Id GillColor Habitat EDIBLE POISONOUS Interest Frequency Coverage +C13 {BUFF, GRAY} {PATHS, LEAVES} 0 1 0.312133 935 0.157726 +C1 {BUFF, GRAY} {WOODS} 0 1 0.181605 544 0.0917679 +C2 {BROWN, PURPLE, BLACK, ...} {WOODS} 0.901288 0.0987124 0.097054 699 0.117915 +C8 {BROWN, PURPLE, BLACK, ...} {GRASSES} 0.909615 0.0903846 0.0762128 520 0.0877193 +C4 {WHITE, RED} {WOODS} 0.914286 0.0857143 0.0581542 385 0.064946 +C34 {WHITE, RED} {WASTE} 1 0 0.0352977 129 0.0217611 +C14 {BROWN, PURPLE, BLACK, ...} {PATHS, LEAVES} 1 0 0.0306461 112 0.0188934 +C17 {CHOCOLATE} {PATHS, LEAVES} 0 1 0.0300449 90 0.0151822 +C26 {BROWN, PURPLE, BLACK, ...} {MEADOWS} 1 0 0.0265417 97 0.016363 +C5 {CHOCOLATE} {WOODS} 0.088 0.912 0.0248062 125 0.0210864 +C16 {WHITE, RED} {PATHS, LEAVES} 0.924528 0.0754717 0.0171004 106 0.0178812 +C22 {WHITE, RED} {URBAN} 0 1 0.0166916 50 0.00843455 +C3 {PINK} {WOODS} 0.724062 0.275938 0.0149462 453 0.076417 +C15 {PINK} {PATHS, LEAVES} 0.18254 0.81746 0.0145298 126 0.0212551 +C23 {CHOCOLATE} {URBAN} 0 1 0.0106826 32 0.00539811 +C18 {YELLOW, GREEN} {PATHS, LEAVES} 0.960784 0.0392157 0.0103907 51 0.00860324 +C25 {BUFF, GRAY} {MEADOWS} 0.875 0.125 0.00653065 56 0.00944669 +C6 {YELLOW, GREEN} {WOODS} 0 1 0.00600898 18 0.00303644 +C28 {WHITE, RED} {MEADOWS} 0.842105 0.157895 0.00528179 57 0.00961538 +C9 {PINK} {GRASSES} 0.649533 0.350467 0.00507816 428 0.0721997 +C21 {PINK} {URBAN} 0.260274 0.739726 0.00494847 73 0.0123144 +C19 {BUFF, GRAY} {URBAN} 1 0 0.00465163 17 0.00286775 +C30 {YELLOW, GREEN} {MEADOWS} 0 1 0.00333832 10 0.00168691 +C10 {WHITE, RED} {GRASSES} 0.661905 0.338095 0.00306622 210 0.0354251 +C12 {YELLOW, GREEN} {GRASSES} 0 1 0.00267066 8 0.00134953 +C20 {BROWN, PURPLE, BLACK, ...} {URBAN} 0.405063 0.594937 0.00115912 79 0.0133266 +C11 {CHOCOLATE} {GRASSES} 0.570513 0.429487 0.000358317 312 0.0526316 +C7 {BUFF, GRAY} {GRASSES} 0.514563 0.485437 7.11164e-05 206 0.0347503 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R21 +Variables + Type Name + Categorical GillColor + Categorical Population + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{WHITE, BROWN} 1630 0.274966 2 WHITE BROWN +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{PINK} 1080 0.182186 1 PINK +{CHOCOLATE, GRAY} 1076 0.181511 2 CHOCOLATE GRAY +{PURPLE} 352 0.0593792 1 PURPLE +{BLACK} 346 0.0583671 1 BLACK +{RED, ORANGE} 116 0.0195682 2 RED ORANGE +{YELLOW} 69 0.0116397 1 YELLOW +Population +Group Frequency Coverage Size Value list +{SEVERAL} 2890 0.487517 1 SEVERAL +{SCATTERED, CLUSTERED} 1210 0.204116 2 SCATTERED CLUSTERED * +{SOLITARY} 1178 0.198718 1 SOLITARY +{ABUNDANT, NUMEROUS} 650 0.109649 2 ABUNDANT NUMEROUS + +Cell frequencies + Population +GillColor {SEVERAL} {SCATTERED, CLUSTERED} {SOLITARY} {ABUNDANT, NUMEROUS} Total Coverage +{WHITE, BROWN} 594 445 368 223 1630 0.274966 +{BUFF, GREEN} 1259 0 0 0 1259 0.212382 +{PINK} 403 212 335 130 1080 0.182186 +{CHOCOLATE, GRAY} 379 228 311 158 1076 0.181511 +{PURPLE} 178 18 156 0 352 0.0593792 +{BLACK} 31 168 8 139 346 0.0583671 +{RED, ORANGE} 23 93 0 0 116 0.0195682 +{YELLOW} 23 46 0 0 69 0.0116397 +Total 2890 1210 1178 650 5928 +Coverage 0.487517 0.204116 0.198718 0.109649 + +Cells 24 +Cell Id GillColor Population EDIBLE POISONOUS Interest Frequency Coverage +C2 {BUFF, GREEN} {SEVERAL} 0 1 0.390285 1259 0.212382 +C4 {CHOCOLATE, GRAY} {SEVERAL} 0.0290237 0.970976 0.0966893 379 0.0639339 +C17 {WHITE, BROWN} {SOLITARY} 1 0 0.0935045 368 0.0620783 +C20 {CHOCOLATE, GRAY} {SOLITARY} 0.0546624 0.945338 0.0687195 311 0.0524629 +C25 {WHITE, BROWN} {ABUNDANT, NUMEROUS} 1 0 0.0566617 223 0.0376181 +C28 {CHOCOLATE, GRAY} {ABUNDANT, NUMEROUS} 1 0 0.040146 158 0.0266532 +C21 {PURPLE} {SOLITARY} 1 0 0.0396378 156 0.0263158 +C30 {BLACK} {ABUNDANT, NUMEROUS} 1 0 0.0353183 139 0.023448 +C27 {PINK} {ABUNDANT, NUMEROUS} 1 0 0.0330315 130 0.0219298 +C1 {WHITE, BROWN} {SEVERAL} 0.765993 0.234007 0.0276467 594 0.100202 +C15 {RED, ORANGE} {SCATTERED, CLUSTERED} 1 0 0.0236302 93 0.0156883 +C5 {PURPLE} {SEVERAL} 0.898876 0.101124 0.0225915 178 0.030027 +C14 {BLACK} {SCATTERED, CLUSTERED} 0.863095 0.136905 0.0167697 168 0.0283401 +C9 {WHITE, BROWN} {SCATTERED, CLUSTERED} 0.74382 0.25618 0.016761 445 0.0750675 +C12 {CHOCOLATE, GRAY} {SCATTERED, CLUSTERED} 0.767544 0.232456 0.0107627 228 0.0384615 +C7 {RED, ORANGE} {SEVERAL} 1 0 0.00584403 23 0.00387989 +C8 {YELLOW} {SEVERAL} 1 0 0.00584403 23 0.00387989 +C13 {PURPLE} {SCATTERED, CLUSTERED} 0 1 0.00557993 18 0.00303644 +C11 {PINK} {SCATTERED, CLUSTERED} 0.688679 0.311321 0.00424296 212 0.0357625 +C3 {PINK} {SEVERAL} 0.449132 0.550868 0.0023813 403 0.0679825 +C22 {BLACK} {SOLITARY} 1 0 0.00203271 8 0.00134953 +C6 {BLACK} {SEVERAL} 0.290323 0.709677 0.00153351 31 0.00522942 +C19 {PINK} {SOLITARY} 0.570149 0.429851 0.000350083 335 0.0565115 +C16 {YELLOW} {SCATTERED, CLUSTERED} 0.565217 0.434783 3.56941e-05 46 0.00775978 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R22 +Variables + Type Name + Categorical GillColor + Categorical StalkColorAboveRing + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{WHITE, PURPLE, YELLOW, ...} 1344 0.226721 4 WHITE PURPLE YELLOW ORANGE +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{BROWN, BLACK, RED} 1169 0.1972 3 BROWN BLACK RED +{PINK} 1080 0.182186 1 PINK +{CHOCOLATE, GRAY} 1076 0.181511 2 CHOCOLATE GRAY +StalkColorAboveRing +Group Frequency Coverage Size Value list +{WHITE} 3361 0.56697 1 WHITE +{PINK} 1314 0.22166 1 PINK +{GRAY, ORANGE, RED} 615 0.103745 3 GRAY ORANGE RED +{BROWN, BUFF} 600 0.101215 2 BROWN BUFF +{CINNAMON, YELLOW} 38 0.00641026 2 CINNAMON YELLOW * + +Cell frequencies + StalkColorAboveRing +GillColor {WHITE} {PINK} {GRAY, ORANGE, RED} {BROWN, BUFF} {CINNAMON, YELLOW} Total Coverage +{WHITE, PURPLE, YELLOW, ...} 745 208 343 10 38 1344 0.226721 +{BUFF, GREEN} 639 620 0 0 0 1259 0.212382 +{BROWN, BLACK, RED} 901 94 174 0 0 1169 0.1972 +{PINK} 593 195 98 194 0 1080 0.182186 +{CHOCOLATE, GRAY} 483 197 0 396 0 1076 0.181511 +Total 3361 1314 615 600 38 5928 +Coverage 0.56697 0.22166 0.103745 0.101215 0.00641026 + +Cells 17 +Cell Id GillColor StalkColorAboveRing EDIBLE POISONOUS Interest Frequency Coverage +C2 {BUFF, GREEN} {WHITE} 0 1 0.189481 639 0.107794 +C7 {BUFF, GREEN} {PINK} 0 1 0.183847 620 0.104588 +C20 {CHOCOLATE, GRAY} {BROWN, BUFF} 0 1 0.117425 396 0.0668016 +C3 {BROWN, BLACK, RED} {WHITE} 0.859046 0.140954 0.0836431 901 0.151991 +C11 {WHITE, PURPLE, YELLOW, ...} {GRAY, ORANGE, RED} 1 0 0.0833658 343 0.057861 +C10 {CHOCOLATE, GRAY} {PINK} 0 1 0.058416 197 0.0332321 +C19 {PINK} {BROWN, BUFF} 0 1 0.0575264 194 0.032726 +C6 {WHITE, PURPLE, YELLOW, ...} {PINK} 1 0 0.0505542 208 0.0350877 +C13 {BROWN, BLACK, RED} {GRAY, ORANGE, RED} 1 0 0.0422905 174 0.0293522 +C1 {WHITE, PURPLE, YELLOW, ...} {WHITE} 0.746309 0.253691 0.0275135 745 0.125675 +C4 {PINK} {WHITE} 0.768971 0.231029 0.0271245 593 0.100034 +C14 {PINK} {GRAY, ORANGE, RED} 1 0 0.0238188 98 0.0165317 +C8 {BROWN, BLACK, RED} {PINK} 1 0 0.0228466 94 0.015857 +C5 {CHOCOLATE, GRAY} {WHITE} 0.747412 0.252588 0.0180327 483 0.0814777 +C21 {WHITE, PURPLE, YELLOW, ...} {CINNAMON, YELLOW} 0 1 0.0112681 38 0.00641026 +C16 {WHITE, PURPLE, YELLOW, ...} {BROWN, BUFF} 1 0 0.00243049 10 0.00168691 +C9 {PINK} {PINK} 0.482051 0.517949 0.000415499 195 0.0328947 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R23 +Variables + Type Name + Categorical RingType + Categorical StalkColorBelowRing + +Variables stats +RingType +Group Frequency Coverage Size Value list +{PENDANT} 2787 0.470142 1 PENDANT +{EVANESCENT, NONE} 2216 0.373819 2 EVANESCENT NONE * +{LARGE, FLARING} 925 0.156039 2 LARGE FLARING +StalkColorBelowRing +Group Frequency Coverage Size Value list +{WHITE} 3303 0.557186 1 WHITE +{PINK, GRAY, BUFF, ...} 2198 0.370783 6 PINK GRAY BUFF ORANGE CINNAMON YELLOW * +{BROWN, RED} 427 0.072031 2 BROWN RED + +Cell frequencies + StalkColorBelowRing +RingType {WHITE} {PINK, GRAY, BUFF, ...} {BROWN, RED} Total Coverage +{PENDANT} 1840 937 10 2787 0.470142 +{EVANESCENT, NONE} 1426 666 124 2216 0.373819 +{LARGE, FLARING} 37 595 293 925 0.156039 +Total 3303 2198 427 5928 +Coverage 0.557186 0.370783 0.072031 + +Cells 9 +Cell Id RingType StalkColorBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C4 {PENDANT} {PINK, GRAY, BUFF, ...} 1 0 0.301405 937 0.158063 +C5 {EVANESCENT, NONE} {PINK, GRAY, BUFF, ...} 0 1 0.26137 666 0.112348 +C6 {LARGE, FLARING} {PINK, GRAY, BUFF, ...} 0 1 0.233507 595 0.100371 +C9 {LARGE, FLARING} {BROWN, RED} 0 1 0.114987 293 0.0494265 +C1 {PENDANT} {WHITE} 0.6875 0.3125 0.0458927 1840 0.310391 +C8 {EVANESCENT, NONE} {BROWN, RED} 0.943548 0.0564516 0.026563 124 0.0209177 +C3 {LARGE, FLARING} {WHITE} 1 0 0.0119018 37 0.00624157 +C7 {PENDANT} {BROWN, RED} 1 0 0.0032167 10 0.00168691 +C2 {EVANESCENT, NONE} {WHITE} 0.562412 0.437588 0.00115689 1426 0.240553 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R24 +Variables + Type Name + Categorical RingType + Categorical StalkSurfaceBelowRing + +Variables stats +RingType +Group Frequency Coverage Size Value list +{EVANESCENT, LARGE, FLARING, ...} 3141 0.529858 4 EVANESCENT LARGE FLARING NONE * +{PENDANT} 2787 0.470142 1 PENDANT +StalkSurfaceBelowRing +Group Frequency Coverage Size Value list +{SMOOTH} 3587 0.605094 1 SMOOTH +{SILKY, SCALY} 1797 0.303138 2 SILKY SCALY * +{FIBROUS} 544 0.0917679 1 FIBROUS + +Cell frequencies + StalkSurfaceBelowRing +RingType {SMOOTH} {SILKY, SCALY} {FIBROUS} Total Coverage +{EVANESCENT, LARGE, FLARING, ...} 1139 1561 441 3141 0.529858 +{PENDANT} 2448 236 103 2787 0.470142 +Total 3587 1797 544 5928 +Coverage 0.605094 0.303138 0.0917679 + +Cells 6 +Cell Id RingType StalkSurfaceBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C3 {EVANESCENT, LARGE, FLARING, ...} {SILKY, SCALY} 0 1 0.565428 1561 0.263327 +C2 {PENDANT} {SMOOTH} 0.80719 0.19281 0.188949 2448 0.412955 +C5 {EVANESCENT, LARGE, FLARING, ...} {FIBROUS} 1 0 0.130931 441 0.0743927 +C4 {PENDANT} {SILKY, SCALY} 1 0 0.0700672 236 0.0398111 +C6 {PENDANT} {FIBROUS} 0 1 0.0373088 103 0.0173752 +C1 {EVANESCENT, LARGE, FLARING, ...} {SMOOTH} 0.452151 0.547849 0.00731666 1139 0.192139 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R25 +Variables + Type Name + Categorical RingType + Categorical StalkColorAboveRing + +Variables stats +RingType +Group Frequency Coverage Size Value list +{EVANESCENT, LARGE, NONE} 3104 0.523617 3 EVANESCENT LARGE NONE * +{PENDANT} 2787 0.470142 1 PENDANT +{FLARING} 37 0.00624157 1 FLARING +StalkColorAboveRing +Group Frequency Coverage Size Value list +{WHITE} 3361 0.56697 1 WHITE +{PINK, GRAY, BROWN, ...} 2504 0.422402 7 PINK GRAY BROWN BUFF ORANGE CINNAMON YELLOW * +{RED} 63 0.0106275 1 RED + +Cell frequencies + StalkColorAboveRing +RingType {WHITE} {PINK, GRAY, BROWN, ...} {RED} Total Coverage +{EVANESCENT, LARGE, NONE} 1495 1546 63 3104 0.523617 +{PENDANT} 1829 958 0 2787 0.470142 +{FLARING} 37 0 0 37 0.00624157 +Total 3361 2504 63 5928 +Coverage 0.56697 0.422402 0.0106275 + +Cells 6 +Cell Id RingType StalkColorAboveRing EDIBLE POISONOUS Interest Frequency Coverage +C4 {EVANESCENT, LARGE, NONE} {PINK, GRAY, BROWN, ...} 0 1 0.610519 1546 0.260796 +C5 {PENDANT} {PINK, GRAY, BROWN, ...} 1 0 0.310087 958 0.161606 +C2 {PENDANT} {WHITE} 0.685621 0.314379 0.0447561 1829 0.308536 +C7 {EVANESCENT, LARGE, NONE} {RED} 1 0 0.0203919 63 0.0106275 +C3 {FLARING} {WHITE} 1 0 0.0119762 37 0.00624157 +C1 {EVANESCENT, LARGE, NONE} {WHITE} 0.572575 0.427425 0.00227039 1495 0.252193 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R26 +Variables + Type Name + Categorical RingType + Categorical StalkSurfaceAboveRing + +Variables stats +RingType +Group Frequency Coverage Size Value list +{EVANESCENT, LARGE, NONE} 3104 0.523617 3 EVANESCENT LARGE NONE * +{PENDANT} 2787 0.470142 1 PENDANT +{FLARING} 37 0.00624157 1 FLARING +StalkSurfaceAboveRing +Group Frequency Coverage Size Value list +{SMOOTH} 3753 0.633097 1 SMOOTH +{SILKY, SCALY} 1668 0.281377 2 SILKY SCALY * +{FIBROUS} 507 0.0855263 1 FIBROUS + +Cell frequencies + StalkSurfaceAboveRing +RingType {SMOOTH} {SILKY, SCALY} {FIBROUS} Total Coverage +{EVANESCENT, LARGE, NONE} 1142 1560 402 3104 0.523617 +{PENDANT} 2574 108 105 2787 0.470142 +{FLARING} 37 0 0 37 0.00624157 +Total 3753 1668 507 5928 +Coverage 0.633097 0.281377 0.0855263 + +Cells 7 +Cell Id RingType StalkSurfaceAboveRing EDIBLE POISONOUS Interest Frequency Coverage +C4 {EVANESCENT, LARGE, NONE} {SILKY, SCALY} 0 1 0.57196 1560 0.263158 +C2 {PENDANT} {SMOOTH} 0.817405 0.182595 0.217836 2574 0.434211 +C7 {EVANESCENT, LARGE, NONE} {FIBROUS} 1 0 0.120808 402 0.0678138 +C8 {PENDANT} {FIBROUS} 0 1 0.0384973 105 0.0177126 +C5 {PENDANT} {SILKY, SCALY} 1 0 0.0324558 108 0.0182186 +C3 {FLARING} {SMOOTH} 1 0 0.0111191 37 0.00624157 +C1 {EVANESCENT, LARGE, NONE} {SMOOTH} 0.452715 0.547285 0.00732398 1142 0.192645 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R27 +Variables + Type Name + Categorical Bruise + Categorical GillColor + +Variables stats +Bruise +Group Frequency Coverage Size Value list +{NO} 3568 0.601889 1 NO +{BRUISES} 2360 0.398111 1 BRUISES * +GillColor +Group Frequency Coverage Size Value list +{BUFF} 1241 0.209345 1 BUFF +{PINK} 1080 0.182186 1 PINK +{WHITE, YELLOW} 941 0.158738 2 WHITE YELLOW +{BROWN} 758 0.127868 1 BROWN +{CHOCOLATE, GREEN} 577 0.0973347 2 CHOCOLATE GREEN * +{GRAY} 517 0.0872132 1 GRAY +{PURPLE, RED} 417 0.0703441 2 PURPLE RED +{BLACK, ORANGE} 397 0.0669703 2 BLACK ORANGE + +Cell frequencies + GillColor +Bruise {BUFF} {PINK} {WHITE, YELLOW} {BROWN} {CHOCOLATE, GREEN} {GRAY} {PURPLE, RED} {BLACK, ORANGE} Total Coverage +{NO} 1241 610 244 277 491 410 45 250 3568 0.601889 +{BRUISES} 0 470 697 481 86 107 372 147 2360 0.398111 +Total 1241 1080 941 758 577 517 417 397 5928 +Coverage 0.209345 0.182186 0.158738 0.127868 0.0973347 0.0872132 0.0703441 0.0669703 + +Cells 15 +Cell Id Bruise GillColor EDIBLE POISONOUS Interest Frequency Coverage +C1 {NO} {BUFF} 0 1 0.474767 1241 0.209345 +C14 {BRUISES} {PURPLE, RED} 1 0 0.116649 372 0.062753 +C15 {NO} {BLACK, ORANGE} 1 0 0.0783929 250 0.0421727 +C8 {BRUISES} {BROWN} 0.898129 0.101871 0.0749719 481 0.0811404 +C6 {BRUISES} {WHITE, YELLOW} 0.806313 0.193687 0.056425 697 0.117578 +C11 {NO} {GRAY} 0.2 0.8 0.0485215 410 0.0691633 +C7 {NO} {BROWN} 0.880866 0.119134 0.0385117 277 0.0467274 +C10 {BRUISES} {CHOCOLATE, GREEN} 0 1 0.0329008 86 0.0145074 +C4 {BRUISES} {PINK} 0.776596 0.223404 0.0296843 470 0.0792848 +C5 {NO} {WHITE, YELLOW} 0.770492 0.229508 0.0145977 244 0.0411606 +C12 {BRUISES} {GRAY} 0.841121 0.158879 0.0112817 107 0.0180499 +C9 {NO} {CHOCOLATE, GREEN} 0.384929 0.615071 0.0110477 491 0.0828273 +C13 {NO} {PURPLE, RED} 0.2 0.8 0.00532553 45 0.00759109 +C16 {BRUISES} {BLACK, ORANGE} 0.693878 0.306122 0.00388635 147 0.0247976 +C3 {NO} {PINK} 0.463934 0.536066 0.00303751 610 0.102901 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R28 +Variables + Type Name + Categorical SporePrintColor + Categorical StalkColorBelowRing + +Variables stats +SporePrintColor +Group Frequency Coverage Size Value list +{BROWN} 3034 0.511808 6 BROWN * +{WHITE} 1711 0.28863 1 WHITE +{CHOCOLATE} 1128 0.190283 1 CHOCOLATE +{GREEN} 55 0.009278 1 GREEN +StalkColorBelowRing +Group Frequency Coverage Size Value list +{WHITE} 3303 0.557186 1 WHITE +{PINK, GRAY, BUFF, ...} 2198 0.370783 6 PINK GRAY BUFF ORANGE CINNAMON YELLOW * +{BROWN, RED} 427 0.072031 2 BROWN RED + +Cell frequencies + StalkColorBelowRing +SporePrintColor {WHITE} {PINK, GRAY, BUFF, ...} {BROWN, RED} Total Coverage +{BROWN} 2097 937 0 3034 0.511808 +{WHITE} 911 666 134 1711 0.28863 +{CHOCOLATE} 240 595 293 1128 0.190283 +{GREEN} 55 0 0 55 0.009278 +Total 3303 2198 427 5928 +Coverage 0.557186 0.370783 0.072031 + +Cells 9 +Cell Id SporePrintColor StalkColorBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C5 {BROWN} {PINK, GRAY, BUFF, ...} 1 0 0.233108 937 0.158063 +C6 {WHITE} {PINK, GRAY, BUFF, ...} 0 1 0.202145 666 0.112348 +C1 {BROWN} {WHITE} 0.851216 0.148784 0.188588 2097 0.353745 +C7 {CHOCOLATE} {PINK, GRAY, BUFF, ...} 0 1 0.180595 595 0.100371 +C11 {CHOCOLATE} {BROWN, RED} 0 1 0.0889319 293 0.0494265 +C2 {WHITE} {WHITE} 0.30955 0.69045 0.0372696 911 0.153677 +C3 {CHOCOLATE} {WHITE} 0.154167 0.845833 0.0298575 240 0.0404858 +C10 {WHITE} {BROWN, RED} 0.947761 0.0522388 0.0228102 134 0.0226046 +C4 {GREEN} {WHITE} 0 1 0.0166937 55 0.009278 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R29 +Variables + Type Name + Categorical StalkColorBelowRing + Categorical StalkSurfaceBelowRing + +Variables stats +StalkColorBelowRing +Group Frequency Coverage Size Value list +{WHITE} 3303 0.557186 1 WHITE +{PINK, BUFF, CINNAMON, ...} 1662 0.280364 4 PINK BUFF CINNAMON YELLOW * +{GRAY, BROWN, ORANGE, ...} 963 0.162449 4 GRAY BROWN ORANGE RED +StalkSurfaceBelowRing +Group Frequency Coverage Size Value list +{SMOOTH} 3587 0.605094 1 SMOOTH +{SILKY} 1604 0.27058 1 SILKY +{FIBROUS} 544 0.0917679 1 FIBROUS +{SCALY} 193 0.0325574 1 SCALY * + +Cell frequencies + StalkSurfaceBelowRing +StalkColorBelowRing {SMOOTH} {SILKY} {FIBROUS} {SCALY} Total Coverage +{WHITE} 2250 408 518 127 3303 0.557186 +{PINK, BUFF, CINNAMON, ...} 710 903 0 49 1662 0.280364 +{GRAY, BROWN, ORANGE, ...} 627 293 26 17 963 0.162449 +Total 3587 1604 544 193 5928 +Coverage 0.605094 0.27058 0.0917679 0.0325574 + +Cells 11 +Cell Id StalkColorBelowRing StalkSurfaceBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C5 {PINK, BUFF, CINNAMON, ...} {SILKY} 0 1 0.416761 903 0.152328 +C3 {GRAY, BROWN, ORANGE, ...} {SMOOTH} 1 0 0.23719 627 0.105769 +C6 {GRAY, BROWN, ORANGE, ...} {SILKY} 0 1 0.135228 293 0.0494265 +C7 {WHITE} {FIBROUS} 0.801158 0.198842 0.0485391 518 0.0873819 +C10 {WHITE} {SCALY} 1 0 0.0480432 127 0.0214238 +C4 {WHITE} {SILKY} 0.242647 0.757353 0.0435724 408 0.0688259 +C1 {WHITE} {SMOOTH} 0.650222 0.349778 0.0373578 2250 0.379555 +C11 {PINK, BUFF, CINNAMON, ...} {SCALY} 0 1 0.022615 49 0.00826586 +C9 {GRAY, BROWN, ORANGE, ...} {FIBROUS} 1 0 0.00983561 26 0.00438596 +C2 {PINK, BUFF, CINNAMON, ...} {SMOOTH} 0.564789 0.435211 0.000797522 710 0.119771 +C12 {GRAY, BROWN, ORANGE, ...} {SCALY} 0.588235 0.411765 6.01639e-05 17 0.00286775 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R30 +Variables + Type Name + Categorical GillColor + Categorical StalkSurfaceBelowRing + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{PINK, GRAY} 1597 0.269399 2 PINK GRAY +{BROWN, PURPLE, BLACK} 1456 0.245614 3 BROWN PURPLE BLACK +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{WHITE} 872 0.147099 1 WHITE +{CHOCOLATE} 559 0.0942982 1 CHOCOLATE +{YELLOW, RED, ORANGE} 185 0.0312078 3 YELLOW RED ORANGE +StalkSurfaceBelowRing +Group Frequency Coverage Size Value list +{SMOOTH} 3587 0.605094 1 SMOOTH +{SILKY} 1604 0.27058 1 SILKY +{FIBROUS} 544 0.0917679 1 FIBROUS +{SCALY} 193 0.0325574 1 SCALY * + +Cell frequencies + StalkSurfaceBelowRing +GillColor {SMOOTH} {SILKY} {FIBROUS} {SCALY} Total Coverage +{PINK, GRAY} 756 649 147 45 1597 0.269399 +{BROWN, PURPLE, BLACK} 1230 0 191 35 1456 0.245614 +{BUFF, GREEN} 642 617 0 0 1259 0.212382 +{WHITE} 675 36 68 93 872 0.147099 +{CHOCOLATE} 119 302 138 0 559 0.0942982 +{YELLOW, RED, ORANGE} 165 0 0 20 185 0.0312078 +Total 3587 1604 544 193 5928 +Coverage 0.605094 0.27058 0.0917679 0.0325574 + +Cells 18 +Cell Id GillColor StalkSurfaceBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C3 {BUFF, GREEN} {SMOOTH} 0 1 0.204744 642 0.1083 +C9 {BUFF, GREEN} {SILKY} 0 1 0.196772 617 0.104082 +C2 {BROWN, PURPLE, BLACK} {SMOOTH} 0.86748 0.13252 0.130185 1230 0.20749 +C7 {PINK, GRAY} {SILKY} 0.0970724 0.902928 0.117092 649 0.10948 +C11 {CHOCOLATE} {SILKY} 0 1 0.0963128 302 0.0509447 +C4 {WHITE} {SMOOTH} 0.848889 0.151111 0.0627366 675 0.113866 +C14 {BROWN, PURPLE, BLACK} {FIBROUS} 1 0 0.0499274 191 0.03222 +C1 {PINK, GRAY} {SMOOTH} 0.792328 0.207672 0.0455303 756 0.12753 +C6 {YELLOW, RED, ORANGE} {SMOOTH} 1 0 0.043131 165 0.027834 +C19 {PINK, GRAY} {SCALY} 1 0 0.011763 45 0.00759109 +C10 {WHITE} {SILKY} 1 0 0.0094104 36 0.00607287 +C20 {BROWN, PURPLE, BLACK} {SCALY} 1 0 0.009149 35 0.00590418 +C13 {PINK, GRAY} {FIBROUS} 0.768707 0.231293 0.00721442 147 0.0247976 +C24 {YELLOW, RED, ORANGE} {SCALY} 0 1 0.00637833 20 0.00337382 +C17 {CHOCOLATE} {FIBROUS} 0.73913 0.26087 0.0051001 138 0.0232794 +C5 {CHOCOLATE} {SMOOTH} 0.731092 0.268908 0.0040456 119 0.0200742 +C22 {WHITE} {SCALY} 0.612903 0.387097 0.000485891 93 0.0156883 +C16 {WHITE} {FIBROUS} 0.514706 0.485294 2.21052e-05 68 0.011471 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R31 +Variables + Type Name + Categorical GillColor + Categorical StalkSurfaceAboveRing + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{WHITE, PURPLE} 1224 0.206478 2 WHITE PURPLE +{BROWN, BLACK} 1104 0.186235 2 BROWN BLACK +{PINK} 1080 0.182186 1 PINK +{CHOCOLATE} 559 0.0942982 1 CHOCOLATE +{GRAY} 517 0.0872132 1 GRAY +{YELLOW, RED, ORANGE} 185 0.0312078 3 YELLOW RED ORANGE +StalkSurfaceAboveRing +Group Frequency Coverage Size Value list +{SMOOTH} 3753 0.633097 1 SMOOTH +{SILKY, SCALY} 1668 0.281377 2 SILKY SCALY * +{FIBROUS} 507 0.0855263 1 FIBROUS + +Cell frequencies + StalkSurfaceAboveRing +GillColor {SMOOTH} {SILKY, SCALY} {FIBROUS} Total Coverage +{BUFF, GREEN} 643 616 0 1259 0.212382 +{WHITE, PURPLE} 1087 77 60 1224 0.206478 +{BROWN, BLACK} 913 0 191 1104 0.186235 +{PINK} 617 329 134 1080 0.182186 +{CHOCOLATE} 135 302 122 559 0.0942982 +{GRAY} 193 324 0 517 0.0872132 +{YELLOW, RED, ORANGE} 165 20 0 185 0.0312078 +Total 3753 1668 507 5928 +Coverage 0.633097 0.281377 0.0855263 + +Cells 17 +Cell Id GillColor StalkSurfaceAboveRing EDIBLE POISONOUS Interest Frequency Coverage +C1 {BUFF, GREEN} {SMOOTH} 0 1 0.205876 643 0.108468 +C8 {BUFF, GREEN} {SILKY, SCALY} 0 1 0.197231 616 0.103914 +C2 {WHITE, PURPLE} {SMOOTH} 0.873045 0.126955 0.119979 1087 0.183367 +C12 {CHOCOLATE} {SILKY, SCALY} 0 1 0.0966943 302 0.0509447 +C3 {BROWN, BLACK} {SMOOTH} 0.860898 0.139102 0.0927058 913 0.154015 +C11 {PINK} {SILKY, SCALY} 0.103343 0.896657 0.0575769 329 0.0554993 +C13 {GRAY} {SILKY, SCALY} 0.101852 0.898148 0.0571687 324 0.0546559 +C4 {PINK} {SMOOTH} 0.837925 0.162075 0.0531926 617 0.104082 +C17 {BROWN, BLACK} {FIBROUS} 1 0 0.0501252 191 0.03222 +C7 {YELLOW, RED, ORANGE} {SMOOTH} 1 0 0.0433019 165 0.027834 +C14 {YELLOW, RED, ORANGE} {SILKY, SCALY} 0 1 0.0064036 20 0.00337382 +C5 {CHOCOLATE} {SMOOTH} 0.755556 0.244444 0.00588828 135 0.0227733 +C6 {GRAY} {SMOOTH} 0.720207 0.279793 0.00585276 193 0.0325574 +C18 {PINK} {FIBROUS} 0.723881 0.276119 0.00423196 134 0.0226046 +C19 {CHOCOLATE} {FIBROUS} 0.713115 0.286885 0.00341333 122 0.0205803 +C16 {WHITE, PURPLE} {FIBROUS} 0.45 0.55 0.000358756 60 0.0101215 +C9 {WHITE, PURPLE} {SILKY, SCALY} 0.532468 0.467532 2.45231e-07 77 0.0129892 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R32 +Variables + Type Name + Categorical GillColor + Categorical GillSize + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{BROWN, PURPLE, BLACK, ...} 1572 0.265182 5 BROWN PURPLE BLACK RED ORANGE +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{PINK, YELLOW} 1149 0.193826 2 PINK YELLOW +{WHITE} 872 0.147099 1 WHITE +{CHOCOLATE} 559 0.0942982 1 CHOCOLATE +{GRAY} 517 0.0872132 1 GRAY +GillSize +Group Frequency Coverage Size Value list +{BROAD} 4121 0.695175 1 BROAD +{NARROW} 1807 0.304825 1 NARROW * + +Cell frequencies + GillSize +GillColor {BROAD} {NARROW} Total Coverage +{BROWN, PURPLE, BLACK, ...} 1344 228 1572 0.265182 +{BUFF, GREEN} 18 1241 1259 0.212382 +{PINK, YELLOW} 1029 120 1149 0.193826 +{WHITE} 719 153 872 0.147099 +{CHOCOLATE} 548 11 559 0.0942982 +{GRAY} 463 54 517 0.0872132 +Total 4121 1807 5928 +Coverage 0.695175 0.304825 + +Cells 12 +Cell Id GillColor GillSize EDIBLE POISONOUS Interest Frequency Coverage +C8 {BUFF, GREEN} {NARROW} 0 1 0.446057 1241 0.209345 +C1 {BROWN, PURPLE, BLACK, ...} {BROAD} 1 0 0.395955 1344 0.226721 +C4 {WHITE} {BROAD} 0.859527 0.140473 0.0811793 719 0.121289 +C5 {CHOCOLATE} {BROAD} 0.324818 0.675182 0.02299 548 0.0924426 +C6 {GRAY} {BROAD} 0.334773 0.665227 0.0175883 463 0.0781039 +C7 {BROWN, PURPLE, BLACK, ...} {NARROW} 0.285088 0.714912 0.0136635 228 0.0384615 +C3 {PINK, YELLOW} {BROAD} 0.628766 0.371234 0.00878569 1029 0.173583 +C2 {BUFF, GREEN} {BROAD} 0 1 0.0064698 18 0.00303644 +C11 {CHOCOLATE} {NARROW} 1 0 0.0032407 11 0.0018556 +C12 {GRAY} {NARROW} 0.314815 0.685185 0.0024921 54 0.00910931 +C9 {PINK, YELLOW} {NARROW} 0.416667 0.583333 0.0015695 120 0.0202429 +C10 {WHITE} {NARROW} 0.542484 0.457516 9.42355e-06 153 0.0258097 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R33 +Variables + Type Name + Categorical StalkColorBelowRing + Categorical StalkSurfaceAboveRing + +Variables stats +StalkColorBelowRing +Group Frequency Coverage Size Value list +{WHITE} 3303 0.557186 1 WHITE +{PINK, BUFF, CINNAMON, ...} 1662 0.280364 4 PINK BUFF CINNAMON YELLOW * +{GRAY, BROWN, ORANGE, ...} 963 0.162449 4 GRAY BROWN ORANGE RED +StalkSurfaceAboveRing +Group Frequency Coverage Size Value list +{SMOOTH} 3753 0.633097 1 SMOOTH +{SILKY} 1653 0.278846 1 SILKY +{FIBROUS, SCALY} 522 0.0880567 2 FIBROUS SCALY * + +Cell frequencies + StalkSurfaceAboveRing +StalkColorBelowRing {SMOOTH} {SILKY} {FIBROUS, SCALY} Total Coverage +{WHITE} 2418 405 480 3303 0.557186 +{PINK, BUFF, CINNAMON, ...} 709 948 5 1662 0.280364 +{GRAY, BROWN, ORANGE, ...} 626 300 37 963 0.162449 +Total 3753 1653 522 5928 +Coverage 0.633097 0.278846 0.0880567 + +Cells 9 +Cell Id StalkColorBelowRing StalkSurfaceAboveRing EDIBLE POISONOUS Interest Frequency Coverage +C5 {PINK, BUFF, CINNAMON, ...} {SILKY} 0 1 0.450755 948 0.159919 +C3 {GRAY, BROWN, ORANGE, ...} {SMOOTH} 1 0 0.243969 626 0.105601 +C6 {GRAY, BROWN, ORANGE, ...} {SILKY} 0 1 0.142644 300 0.0506073 +C1 {WHITE} {SMOOTH} 0.674524 0.325476 0.0609578 2418 0.407895 +C4 {WHITE} {SILKY} 0.241975 0.758025 0.0447756 405 0.0683198 +C7 {WHITE} {FIBROUS, SCALY} 0.78125 0.21875 0.039237 480 0.0809717 +C9 {GRAY, BROWN, ORANGE, ...} {FIBROUS, SCALY} 1 0 0.0144199 37 0.00624157 +C8 {PINK, BUFF, CINNAMON, ...} {FIBROUS, SCALY} 0 1 0.0023774 5 0.000843455 +C2 {PINK, BUFF, CINNAMON, ...} {SMOOTH} 0.565585 0.434415 0.000864161 709 0.119602 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R34 +Variables + Type Name + Categorical StalkColorAboveRing + Categorical StalkColorBelowRing + +Variables stats +StalkColorAboveRing +Group Frequency Coverage Size Value list +{WHITE, YELLOW} 3366 0.567814 2 WHITE YELLOW * +{PINK, CINNAMON} 1347 0.227227 2 PINK CINNAMON +{GRAY, ORANGE, RED} 615 0.103745 3 GRAY ORANGE RED +{BROWN, BUFF} 600 0.101215 2 BROWN BUFF +StalkColorBelowRing +Group Frequency Coverage Size Value list +{WHITE, ORANGE} 3445 0.58114 2 WHITE ORANGE +{PINK} 1312 0.221323 1 PINK +{BROWN, BUFF, CINNAMON} 697 0.117578 3 BROWN BUFF CINNAMON +{GRAY, RED} 458 0.0772605 2 GRAY RED +{YELLOW} 16 0.00269906 1 YELLOW * + +Cell frequencies + StalkColorBelowRing +StalkColorAboveRing {WHITE, ORANGE} {PINK} {BROWN, BUFF, CINNAMON} {GRAY, RED} {YELLOW} Total Coverage +{WHITE, YELLOW} 2677 446 60 167 16 3366 0.567814 +{PINK, CINNAMON} 456 534 233 124 0 1347 0.227227 +{GRAY, ORANGE, RED} 312 136 0 167 0 615 0.103745 +{BROWN, BUFF} 0 196 404 0 0 600 0.101215 +Total 3445 1312 697 458 16 5928 +Coverage 0.58114 0.221323 0.117578 0.0772605 0.00269906 + +Cells 14 +Cell Id StalkColorAboveRing StalkColorBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C12 {BROWN, BUFF} {BROWN, BUFF, CINNAMON} 0.0247525 0.975248 0.177225 404 0.0681511 +C3 {GRAY, ORANGE, RED} {WHITE, ORANGE} 1 0 0.13295 312 0.0526316 +C10 {PINK, CINNAMON} {BROWN, BUFF, CINNAMON} 0 1 0.121133 233 0.039305 +C8 {BROWN, BUFF} {PINK} 0 1 0.101897 196 0.0330634 +C13 {WHITE, YELLOW} {GRAY, RED} 1 0 0.0711626 167 0.0281714 +C15 {GRAY, ORANGE, RED} {GRAY, RED} 1 0 0.0711626 167 0.0281714 +C6 {PINK, CINNAMON} {PINK} 0.235955 0.764045 0.0673849 534 0.090081 +C1 {WHITE, YELLOW} {WHITE, ORANGE} 0.667912 0.332088 0.0668574 2677 0.451586 +C7 {GRAY, ORANGE, RED} {PINK} 1 0 0.0579527 136 0.022942 +C14 {PINK, CINNAMON} {GRAY, RED} 1 0 0.0528393 124 0.0209177 +C5 {WHITE, YELLOW} {PINK} 0.311659 0.688341 0.0306545 446 0.0752362 +C2 {PINK, CINNAMON} {WHITE, ORANGE} 0.320175 0.679825 0.0289372 456 0.0769231 +C9 {WHITE, YELLOW} {BROWN, BUFF, CINNAMON} 0.883333 0.116667 0.0115248 60 0.0101215 +C17 {WHITE, YELLOW} {YELLOW} 0 1 0.00831815 16 0.00269906 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R35 +Variables + Type Name + Categorical RingType + Categorical SporePrintColor + +Variables stats +RingType +Group Frequency Coverage Size Value list +{PENDANT, LARGE} 3675 0.619939 2 PENDANT LARGE +{EVANESCENT, FLARING, NONE} 2253 0.380061 3 EVANESCENT FLARING NONE * +SporePrintColor +Group Frequency Coverage Size Value list +{BROWN, BLACK} 2894 0.488192 2 BROWN BLACK +{WHITE, BUFF, ORANGE, ...} 1851 0.312247 5 WHITE BUFF ORANGE PURPLE YELLOW * +{CHOCOLATE, GREEN} 1183 0.199561 2 CHOCOLATE GREEN + +Cell frequencies + SporePrintColor +RingType {BROWN, BLACK} {WHITE, BUFF, ORANGE, ...} {CHOCOLATE, GREEN} Total Coverage +{PENDANT, LARGE} 2157 372 1146 3675 0.619939 +{EVANESCENT, FLARING, NONE} 737 1479 37 2253 0.380061 +Total 2894 1851 1183 5928 +Coverage 0.488192 0.312247 0.199561 + +Cells 6 +Cell Id RingType SporePrintColor EDIBLE POISONOUS Interest Frequency Coverage +C5 {PENDANT, LARGE} {CHOCOLATE, GREEN} 0 1 0.333704 1146 0.19332 +C4 {EVANESCENT, FLARING, NONE} {WHITE, BUFF, ORANGE, ...} 0.123056 0.876944 0.210993 1479 0.249494 +C1 {PENDANT, LARGE} {BROWN, BLACK} 0.855355 0.144645 0.191621 2157 0.363866 +C2 {EVANESCENT, FLARING, NONE} {BROWN, BLACK} 1 0 0.175903 737 0.124325 +C3 {PENDANT, LARGE} {WHITE, BUFF, ORANGE, ...} 0.986559 0.0134409 0.0789499 372 0.062753 +C6 {EVANESCENT, FLARING, NONE} {CHOCOLATE, GREEN} 1 0 0.00883093 37 0.00624157 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R36 +Variables + Type Name + Categorical SporePrintColor + Categorical StalkColorAboveRing + +Variables stats +SporePrintColor +Group Frequency Coverage Size Value list +{BROWN} 3034 0.511808 6 BROWN * +{WHITE} 1711 0.28863 1 WHITE +{CHOCOLATE} 1128 0.190283 1 CHOCOLATE +{GREEN} 55 0.009278 1 GREEN +StalkColorAboveRing +Group Frequency Coverage Size Value list +{WHITE} 3361 0.56697 1 WHITE +{PINK, GRAY, ORANGE, ...} 1904 0.321188 5 PINK GRAY ORANGE CINNAMON YELLOW * +{BROWN, BUFF, RED} 663 0.111842 3 BROWN BUFF RED + +Cell frequencies + StalkColorAboveRing +SporePrintColor {WHITE} {PINK, GRAY, ORANGE, ...} {BROWN, BUFF, RED} Total Coverage +{BROWN} 2086 948 0 3034 0.511808 +{WHITE} 980 658 73 1711 0.28863 +{CHOCOLATE} 240 298 590 1128 0.190283 +{GREEN} 55 0 0 55 0.009278 +Total 3361 1904 663 5928 +Coverage 0.56697 0.321188 0.111842 + +Cells 9 +Cell Id SporePrintColor StalkColorAboveRing EDIBLE POISONOUS Interest Frequency Coverage +C5 {BROWN} {PINK, GRAY, ORANGE, ...} 1 0 0.239374 948 0.159919 +C6 {WHITE} {PINK, GRAY, ORANGE, ...} 0 1 0.202705 658 0.110999 +C1 {BROWN} {WHITE} 0.850431 0.149569 0.189348 2086 0.351889 +C11 {CHOCOLATE} {BROWN, BUFF, RED} 0 1 0.181757 590 0.0995277 +C7 {CHOCOLATE} {PINK, GRAY, ORANGE, ...} 0 1 0.0918028 298 0.0502699 +C3 {CHOCOLATE} {WHITE} 0.154167 0.845833 0.0303042 240 0.0404858 +C2 {WHITE} {WHITE} 0.342857 0.657143 0.0293326 980 0.165317 +C10 {WHITE} {BROWN, BUFF, RED} 1 0 0.0184328 73 0.0123144 +C4 {GREEN} {WHITE} 0 1 0.0169435 55 0.009278 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R37 +Variables + Type Name + Categorical StalkColorAboveRing + Categorical StalkSurfaceBelowRing + +Variables stats +StalkColorAboveRing +Group Frequency Coverage Size Value list +{WHITE} 3361 0.56697 1 WHITE +{PINK, BROWN, BUFF} 1914 0.322874 3 PINK BROWN BUFF +{GRAY, ORANGE, RED, ...} 653 0.110155 5 GRAY ORANGE RED CINNAMON YELLOW * +StalkSurfaceBelowRing +Group Frequency Coverage Size Value list +{SMOOTH} 3587 0.605094 1 SMOOTH +{SILKY} 1604 0.27058 1 SILKY +{FIBROUS, SCALY} 737 0.124325 2 FIBROUS SCALY * + +Cell frequencies + StalkSurfaceBelowRing +StalkColorAboveRing {SMOOTH} {SILKY} {FIBROUS, SCALY} Total Coverage +{WHITE} 2259 413 689 3361 0.56697 +{PINK, BROWN, BUFF} 713 1191 10 1914 0.322874 +{GRAY, ORANGE, RED, ...} 615 0 38 653 0.110155 +Total 3587 1604 737 5928 +Coverage 0.605094 0.27058 0.124325 + +Cells 8 +Cell Id StalkColorAboveRing StalkSurfaceBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C5 {PINK, BROWN, BUFF} {SILKY} 0 1 0.568248 1191 0.200911 +C3 {GRAY, ORANGE, RED, ...} {SMOOTH} 1 0 0.240508 615 0.103745 +C7 {WHITE} {FIBROUS, SCALY} 0.824383 0.175617 0.0800348 689 0.116228 +C4 {WHITE} {SILKY} 0.239709 0.760291 0.0465685 413 0.0696694 +C1 {WHITE} {SMOOTH} 0.655157 0.344843 0.0422045 2259 0.381073 +C9 {GRAY, ORANGE, RED, ...} {FIBROUS, SCALY} 0 1 0.0181305 38 0.00641026 +C8 {PINK, BROWN, BUFF} {FIBROUS, SCALY} 1 0 0.0039107 10 0.00168691 +C2 {PINK, BROWN, BUFF} {SMOOTH} 0.5554 0.4446 0.000394745 713 0.120277 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R38 +Variables + Type Name + Categorical StalkColorAboveRing + Categorical StalkSurfaceAboveRing + +Variables stats +StalkColorAboveRing +Group Frequency Coverage Size Value list +{WHITE} 3361 0.56697 1 WHITE +{PINK, BROWN, BUFF, ...} 1947 0.328441 4 PINK BROWN BUFF CINNAMON +{GRAY, ORANGE, RED, ...} 620 0.104588 4 GRAY ORANGE RED YELLOW * +StalkSurfaceAboveRing +Group Frequency Coverage Size Value list +{SMOOTH} 3753 0.633097 1 SMOOTH +{SILKY} 1653 0.278846 1 SILKY +{FIBROUS, SCALY} 522 0.0880567 2 FIBROUS SCALY * + +Cell frequencies + StalkSurfaceAboveRing +StalkColorAboveRing {SMOOTH} {SILKY} {FIBROUS, SCALY} Total Coverage +{WHITE} 2426 428 507 3361 0.56697 +{PINK, BROWN, BUFF, ...} 712 1225 10 1947 0.328441 +{GRAY, ORANGE, RED, ...} 615 0 5 620 0.104588 +Total 3753 1653 522 5928 +Coverage 0.633097 0.278846 0.0880567 + +Cells 8 +Cell Id StalkColorAboveRing StalkSurfaceAboveRing EDIBLE POISONOUS Interest Frequency Coverage +C5 {PINK, BROWN, BUFF, ...} {SILKY} 0 1 0.58741 1225 0.206646 +C3 {GRAY, ORANGE, RED, ...} {SMOOTH} 1 0 0.241718 615 0.103745 +C1 {WHITE} {SMOOTH} 0.678895 0.321105 0.0656753 2426 0.409244 +C4 {WHITE} {SILKY} 0.228972 0.771028 0.0523133 428 0.0721997 +C7 {WHITE} {FIBROUS, SCALY} 0.792899 0.207101 0.0461293 507 0.0855263 +C8 {PINK, BROWN, BUFF, ...} {FIBROUS, SCALY} 1 0 0.00393037 10 0.00168691 +C9 {GRAY, ORANGE, RED, ...} {FIBROUS, SCALY} 0 1 0.00239759 5 0.000843455 +C2 {PINK, BROWN, BUFF, ...} {SMOOTH} 0.55618 0.44382 0.000426213 712 0.120108 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R39 +Variables + Type Name + Categorical GillColor + Categorical SporePrintColor + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{PINK, BROWN, BLACK, ...} 2249 0.379386 4 PINK BROWN BLACK RED +{BUFF, CHOCOLATE, YELLOW, ...} 1920 0.323887 4 BUFF CHOCOLATE YELLOW ORANGE +{WHITE} 872 0.147099 1 WHITE +{GRAY, GREEN} 535 0.0902497 2 GRAY GREEN * +{PURPLE} 352 0.0593792 1 PURPLE +SporePrintColor +Group Frequency Coverage Size Value list +{BROWN, BLACK, BUFF, ...} 3000 0.506073 5 BROWN BLACK BUFF ORANGE YELLOW * +{WHITE, PURPLE} 1745 0.294366 2 WHITE PURPLE +{CHOCOLATE, GREEN} 1183 0.199561 2 CHOCOLATE GREEN + +Cell frequencies + SporePrintColor +GillColor {BROWN, BLACK, BUFF, ...} {WHITE, PURPLE} {CHOCOLATE, GREEN} Total Coverage +{PINK, BROWN, BLACK, ...} 1722 155 372 2249 0.379386 +{BUFF, CHOCOLATE, YELLOW, ...} 278 1261 381 1920 0.323887 +{WHITE} 513 264 95 872 0.147099 +{GRAY, GREEN} 144 65 326 535 0.0902497 +{PURPLE} 343 0 9 352 0.0593792 +Total 3000 1745 1183 5928 +Coverage 0.506073 0.294366 0.199561 + +Cells 14 +Cell Id GillColor SporePrintColor EDIBLE POISONOUS Interest Frequency Coverage +C7 {BUFF, CHOCOLATE, YELLOW, ...} {WHITE, PURPLE} 0 1 0.3316 1261 0.212719 +C1 {PINK, BROWN, BLACK, ...} {BROWN, BLACK, BUFF, ...} 0.88676 0.11324 0.171167 1722 0.290486 +C14 {GRAY, GREEN} {CHOCOLATE, GREEN} 0 1 0.085727 326 0.0549933 +C11 {PINK, BROWN, BLACK, ...} {CHOCOLATE, GREEN} 0.0215054 0.978495 0.084156 372 0.062753 +C12 {BUFF, CHOCOLATE, YELLOW, ...} {CHOCOLATE, GREEN} 0.0288714 0.971129 0.0825261 381 0.0642713 +C3 {WHITE} {BROWN, BLACK, BUFF, ...} 0.91423 0.08577 0.0610174 513 0.0865385 +C2 {BUFF, CHOCOLATE, YELLOW, ...} {BROWN, BLACK, BUFF, ...} 1 0 0.0599202 278 0.0468961 +C5 {PURPLE} {BROWN, BLACK, BUFF, ...} 0.895044 0.104956 0.0360124 343 0.057861 +C6 {PINK, BROWN, BLACK, ...} {WHITE, PURPLE} 1 0 0.0334087 155 0.0261471 +C8 {WHITE} {WHITE, PURPLE} 0.844697 0.155303 0.0196339 264 0.0445344 +C13 {WHITE} {CHOCOLATE, GREEN} 0.0947368 0.905263 0.0143145 95 0.0160256 +C9 {GRAY, GREEN} {WHITE, PURPLE} 1 0 0.0140101 65 0.0109649 +C4 {GRAY, GREEN} {BROWN, BLACK, BUFF, ...} 0.743056 0.256944 0.00456585 144 0.0242915 +C15 {PURPLE} {CHOCOLATE, GREEN} 1 0 0.00193986 9 0.00151822 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R40 +Variables + Type Name + Categorical StalkSurfaceAboveRing + Categorical StalkSurfaceBelowRing + +Variables stats +StalkSurfaceAboveRing +Group Frequency Coverage Size Value list +{SMOOTH, FIBROUS} 4260 0.718623 2 SMOOTH FIBROUS +{SILKY} 1653 0.278846 1 SILKY +{SCALY} 15 0.00253036 1 SCALY * +StalkSurfaceBelowRing +Group Frequency Coverage Size Value list +{SMOOTH} 4131 0.696862 2 SMOOTH * +{SILKY} 1604 0.27058 1 SILKY +{SCALY} 193 0.0325574 1 SCALY + +Cell frequencies + StalkSurfaceBelowRing +StalkSurfaceAboveRing {SMOOTH} {SILKY} {SCALY} Total Coverage +{SMOOTH, FIBROUS} 3777 356 127 4260 0.718623 +{SILKY} 354 1248 51 1653 0.278846 +{SCALY} 0 0 15 15 0.00253036 +Total 4131 1604 193 5928 +Coverage 0.696862 0.27058 0.0325574 + +Cells 7 +Cell Id StalkSurfaceAboveRing StalkSurfaceBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C5 {SILKY} {SILKY} 0.0392628 0.960737 0.485658 1248 0.210526 +C1 {SMOOTH, FIBROUS} {SMOOTH} 0.763304 0.236696 0.277341 3777 0.637146 +C2 {SILKY} {SMOOTH} 0.138418 0.861582 0.079689 354 0.0597166 +C4 {SMOOTH, FIBROUS} {SILKY} 0.140449 0.859551 0.0792108 356 0.060054 +C7 {SMOOTH, FIBROUS} {SCALY} 1 0 0.0521816 127 0.0214238 +C8 {SILKY} {SCALY} 0 1 0.0255656 51 0.00860324 +C9 {SCALY} {SCALY} 0.666667 0.333333 0.000354384 15 0.00253036 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R41 +Variables + Type Name + Categorical Odor + Categorical StalkColorBelowRing + +Variables stats +Odor +Group Frequency Coverage Size Value list +{NONE} 2686 0.453104 1 NONE +{FOUL, SPICY, FISHY, ...} 2677 0.451586 6 FOUL SPICY FISHY PUNGENT CREOSOTE MUSTY * +{ALMOND, ANISE} 565 0.0953104 2 ALMOND ANISE +StalkColorBelowRing +Group Frequency Coverage Size Value list +{WHITE, BROWN, BUFF, ...} 4000 0.674764 4 WHITE BROWN BUFF CINNAMON +{PINK, GRAY, ORANGE, ...} 1912 0.322537 4 PINK GRAY ORANGE RED +{YELLOW} 16 0.00269906 1 YELLOW * + +Cell frequencies + StalkColorBelowRing +Odor {WHITE, BROWN, BUFF, ...} {PINK, GRAY, ORANGE, ...} {YELLOW} Total Coverage +{NONE} 1669 1001 16 2686 0.453104 +{FOUL, SPICY, FISHY, ...} 1766 911 0 2677 0.451586 +{ALMOND, ANISE} 565 0 0 565 0.0953104 +Total 4000 1912 16 5928 +Coverage 0.674764 0.322537 0.00269906 + +Cells 6 +Cell Id Odor StalkColorBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C2 {FOUL, SPICY, FISHY, ...} {WHITE, BROWN, BUFF, ...} 0 1 0.35398 1766 0.297908 +C1 {NONE} {WHITE, BROWN, BUFF, ...} 0.959856 0.0401438 0.20293 1669 0.281545 +C5 {FOUL, SPICY, FISHY, ...} {PINK, GRAY, ORANGE, ...} 0 1 0.182602 911 0.153677 +C4 {NONE} {PINK, GRAY, ORANGE, ...} 1 0 0.164456 1001 0.16886 +C3 {ALMOND, ANISE} {WHITE, BROWN, BUFF, ...} 1 0 0.0928248 565 0.0953104 +C7 {NONE} {YELLOW} 0 1 0.00320706 16 0.00269906 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R42 +Variables + Type Name + Categorical GillSize + Categorical Odor + +Variables stats +GillSize +Group Frequency Coverage Size Value list +{BROAD} 4121 0.695175 1 BROAD +{NARROW} 1807 0.304825 1 NARROW * +Odor +Group Frequency Coverage Size Value list +{NONE} 2686 0.453104 1 NONE +{FOUL, SPICY, FISHY, ...} 2677 0.451586 6 FOUL SPICY FISHY PUNGENT CREOSOTE MUSTY * +{ALMOND, ANISE} 565 0.0953104 2 ALMOND ANISE + +Cell frequencies + Odor +GillSize {NONE} {FOUL, SPICY, FISHY, ...} {ALMOND, ANISE} Total Coverage +{BROAD} 2500 1124 497 4121 0.695175 +{NARROW} 186 1553 68 1807 0.304825 +Total 2686 2677 565 5928 +Coverage 0.453104 0.451586 0.0953104 + +Cells 6 +Cell Id GillSize Odor EDIBLE POISONOUS Interest Frequency Coverage +C1 {BROAD} {NONE} 0.978 0.022 0.349095 2500 0.421727 +C4 {NARROW} {FOUL, SPICY, FISHY, ...} 0 1 0.316433 1553 0.261977 +C3 {BROAD} {FOUL, SPICY, FISHY, ...} 0 1 0.229022 1124 0.189609 +C5 {BROAD} {ALMOND, ANISE} 1 0 0.0830033 497 0.0838394 +C6 {NARROW} {ALMOND, ANISE} 1 0 0.0113566 68 0.011471 +C2 {NARROW} {NONE} 0.849462 0.150538 0.0110902 186 0.0313765 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R43 +Variables + Type Name + Categorical SporePrintColor + Categorical StalkSurfaceBelowRing + +Variables stats +SporePrintColor +Group Frequency Coverage Size Value list +{BROWN, BLACK} 2894 0.488192 2 BROWN BLACK +{WHITE} 1711 0.28863 1 WHITE +{CHOCOLATE, GREEN} 1183 0.199561 2 CHOCOLATE GREEN +{BUFF, ORANGE, PURPLE, ...} 140 0.0236167 4 BUFF ORANGE PURPLE YELLOW * +StalkSurfaceBelowRing +Group Frequency Coverage Size Value list +{SMOOTH} 3587 0.605094 1 SMOOTH +{SILKY, SCALY} 1797 0.303138 2 SILKY SCALY * +{FIBROUS} 544 0.0917679 1 FIBROUS + +Cell frequencies + StalkSurfaceBelowRing +SporePrintColor {SMOOTH} {SILKY, SCALY} {FIBROUS} Total Coverage +{BROWN, BLACK} 2389 127 378 2894 0.488192 +{WHITE} 903 782 26 1711 0.28863 +{CHOCOLATE, GREEN} 155 888 140 1183 0.199561 +{BUFF, ORANGE, PURPLE, ...} 140 0 0 140 0.0236167 +Total 3587 1797 544 5928 +Coverage 0.605094 0.303138 0.0917679 + +Cells 10 +Cell Id SporePrintColor StalkSurfaceBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C7 {CHOCOLATE, GREEN} {SILKY, SCALY} 0 1 0.306022 888 0.149798 +C1 {BROWN, BLACK} {SMOOTH} 0.869401 0.130599 0.276855 2389 0.403003 +C6 {WHITE} {SILKY, SCALY} 0.139386 0.860614 0.12035 782 0.131916 +C9 {BROWN, BLACK} {FIBROUS} 1 0 0.106773 378 0.0637652 +C3 {CHOCOLATE, GREEN} {SMOOTH} 0 1 0.053416 155 0.0261471 +C2 {WHITE} {SMOOTH} 0.303433 0.696567 0.0443211 903 0.152328 +C4 {BUFF, ORANGE, PURPLE, ...} {SMOOTH} 1 0 0.0395454 140 0.0236167 +C5 {BROWN, BLACK} {SILKY, SCALY} 1 0 0.0358733 127 0.0214238 +C11 {CHOCOLATE, GREEN} {FIBROUS} 0.264286 0.735714 0.00950013 140 0.0236167 +C10 {WHITE} {FIBROUS} 1 0 0.00734415 26 0.00438596 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R44 +Variables + Type Name + Categorical Odor + Categorical StalkColorAboveRing + +Variables stats +Odor +Group Frequency Coverage Size Value list +{NONE} 2686 0.453104 1 NONE +{FOUL, SPICY, FISHY, ...} 2677 0.451586 6 FOUL SPICY FISHY PUNGENT CREOSOTE MUSTY * +{ALMOND, ANISE} 565 0.0953104 2 ALMOND ANISE +StalkColorAboveRing +Group Frequency Coverage Size Value list +{WHITE} 3361 0.56697 1 WHITE +{PINK, GRAY, BROWN, ...} 2562 0.432186 7 PINK GRAY BROWN BUFF ORANGE RED CINNAMON +{YELLOW} 5 0.000843455 1 YELLOW * + +Cell frequencies + StalkColorAboveRing +Odor {WHITE} {PINK, GRAY, BROWN, ...} {YELLOW} Total Coverage +{NONE} 1660 1021 5 2686 0.453104 +{FOUL, SPICY, FISHY, ...} 1136 1541 0 2677 0.451586 +{ALMOND, ANISE} 565 0 0 565 0.0953104 +Total 3361 2562 5 5928 +Coverage 0.56697 0.432186 0.000843455 + +Cells 6 +Cell Id Odor StalkColorAboveRing EDIBLE POISONOUS Interest Frequency Coverage +C5 {FOUL, SPICY, FISHY, ...} {PINK, GRAY, BROWN, ...} 0 1 0.311625 1541 0.259953 +C2 {FOUL, SPICY, FISHY, ...} {WHITE} 0 1 0.229725 1136 0.191633 +C1 {NONE} {WHITE} 0.953012 0.046988 0.194757 1660 0.280027 +C4 {NONE} {PINK, GRAY, BROWN, ...} 1 0 0.169232 1021 0.172233 +C3 {ALMOND, ANISE} {WHITE} 1 0 0.0936497 565 0.0953104 +C7 {NONE} {YELLOW} 0 1 0.00101111 5 0.000843455 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R45 +Variables + Type Name + Categorical SporePrintColor + Categorical StalkSurfaceAboveRing + +Variables stats +SporePrintColor +Group Frequency Coverage Size Value list +{BROWN, BLACK} 2894 0.488192 2 BROWN BLACK +{WHITE} 1711 0.28863 1 WHITE +{CHOCOLATE} 1128 0.190283 1 CHOCOLATE +{BUFF, ORANGE, PURPLE, ...} 140 0.0236167 4 BUFF ORANGE PURPLE YELLOW * +{GREEN} 55 0.009278 1 GREEN +StalkSurfaceAboveRing +Group Frequency Coverage Size Value list +{SMOOTH} 3753 0.633097 1 SMOOTH +{SILKY} 1653 0.278846 1 SILKY +{FIBROUS} 507 0.0855263 1 FIBROUS +{SCALY} 15 0.00253036 1 SCALY * + +Cell frequencies + StalkSurfaceAboveRing +SporePrintColor {SMOOTH} {SILKY} {FIBROUS} {SCALY} Total Coverage +{BROWN, BLACK} 2519 0 375 0 2894 0.488192 +{WHITE} 904 765 27 15 1711 0.28863 +{CHOCOLATE} 135 888 105 0 1128 0.190283 +{BUFF, ORANGE, PURPLE, ...} 140 0 0 0 140 0.0236167 +{GREEN} 55 0 0 0 55 0.009278 +Total 3753 1653 507 15 5928 +Coverage 0.633097 0.278846 0.0855263 0.00253036 + +Cells 11 +Cell Id SporePrintColor StalkSurfaceAboveRing EDIBLE POISONOUS Interest Frequency Coverage +C8 {CHOCOLATE} {SILKY} 0 1 0.306441 888 0.149798 +C1 {BROWN, BLACK} {SMOOTH} 0.876141 0.123859 0.306023 2519 0.424933 +C7 {WHITE} {SILKY} 0.128105 0.871895 0.125712 765 0.129049 +C11 {BROWN, BLACK} {FIBROUS} 1 0 0.10607 375 0.0632591 +C2 {WHITE} {SMOOTH} 0.303097 0.696903 0.0445637 904 0.152497 +C4 {BUFF, ORANGE, PURPLE, ...} {SMOOTH} 1 0 0.0395995 140 0.0236167 +C13 {CHOCOLATE} {FIBROUS} 0 1 0.0362346 105 0.0177126 +C5 {GREEN} {SMOOTH} 0 1 0.01898 55 0.009278 +C3 {CHOCOLATE} {SMOOTH} 0.274074 0.725926 0.00849532 135 0.0227733 +C12 {WHITE} {FIBROUS} 1 0 0.00763705 27 0.00455466 +C17 {WHITE} {SCALY} 0.666667 0.333333 0.000243962 15 0.00253036 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R46 +Variables + Type Name + Categorical Odor + Categorical StalkSurfaceBelowRing + +Variables stats +Odor +Group Frequency Coverage Size Value list +{NONE} 2686 0.453104 1 NONE +{FOUL, SPICY, FISHY, ...} 2677 0.451586 6 FOUL SPICY FISHY PUNGENT CREOSOTE MUSTY * +{ALMOND, ANISE} 565 0.0953104 2 ALMOND ANISE +StalkSurfaceBelowRing +Group Frequency Coverage Size Value list +{SMOOTH} 3587 0.605094 1 SMOOTH +{SILKY, FIBROUS} 2148 0.362348 2 SILKY FIBROUS +{SCALY} 193 0.0325574 1 SCALY * + +Cell frequencies + StalkSurfaceBelowRing +Odor {SMOOTH} {SILKY, FIBROUS} {SCALY} Total Coverage +{NONE} 2113 540 33 2686 0.453104 +{FOUL, SPICY, FISHY, ...} 1036 1608 33 2677 0.451586 +{ALMOND, ANISE} 438 0 127 565 0.0953104 +Total 3587 2148 193 5928 +Coverage 0.605094 0.362348 0.0325574 + +Cells 8 +Cell Id Odor StalkSurfaceBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C5 {FOUL, SPICY, FISHY, ...} {SILKY, FIBROUS} 0 1 0.323328 1608 0.271255 +C1 {NONE} {SMOOTH} 0.971604 0.0283956 0.278658 2113 0.356444 +C2 {FOUL, SPICY, FISHY, ...} {SMOOTH} 0 1 0.208313 1036 0.174764 +C4 {NONE} {SILKY, FIBROUS} 1 0 0.0889979 540 0.0910931 +C3 {ALMOND, ANISE} {SMOOTH} 1 0 0.0721872 438 0.0738866 +C9 {ALMOND, ANISE} {SCALY} 1 0 0.020931 127 0.0214238 +C8 {FOUL, SPICY, FISHY, ...} {SCALY} 0 1 0.00663547 33 0.0055668 +C7 {NONE} {SCALY} 0.30303 0.69697 0.000948439 33 0.0055668 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R47 +Variables + Type Name + Categorical Odor + Categorical StalkSurfaceAboveRing + +Variables stats +Odor +Group Frequency Coverage Size Value list +{NONE} 2686 0.453104 1 NONE +{FOUL, SPICY, FISHY, ...} 2677 0.451586 6 FOUL SPICY FISHY PUNGENT CREOSOTE MUSTY * +{ALMOND, ANISE} 565 0.0953104 2 ALMOND ANISE +StalkSurfaceAboveRing +Group Frequency Coverage Size Value list +{SMOOTH, FIBROUS} 4260 0.718623 2 SMOOTH FIBROUS +{SILKY, SCALY} 1668 0.281377 2 SILKY SCALY * + +Cell frequencies + StalkSurfaceAboveRing +Odor {SMOOTH, FIBROUS} {SILKY, SCALY} Total Coverage +{NONE} 2555 131 2686 0.453104 +{FOUL, SPICY, FISHY, ...} 1140 1537 2677 0.451586 +{ALMOND, ANISE} 565 0 565 0.0953104 +Total 4260 1668 5928 +Coverage 0.718623 0.281377 + +Cells 5 +Cell Id Odor StalkSurfaceAboveRing EDIBLE POISONOUS Interest Frequency Coverage +C1 {NONE} {SMOOTH, FIBROUS} 0.976517 0.0234834 0.353316 2555 0.431005 +C5 {FOUL, SPICY, FISHY, ...} {SILKY, SCALY} 0 1 0.313352 1537 0.259278 +C2 {FOUL, SPICY, FISHY, ...} {SMOOTH, FIBROUS} 0 1 0.232414 1140 0.192308 +C3 {ALMOND, ANISE} {SMOOTH, FIBROUS} 1 0 0.0944137 565 0.0953104 +C4 {NONE} {SILKY, SCALY} 0.824427 0.175573 0.00650442 131 0.0220985 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R49 +Variables + Type Name + Categorical GillColor + Categorical Odor + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{BUFF, PINK, BROWN, ...} 4452 0.751012 8 BUFF PINK BROWN CHOCOLATE PURPLE BLACK RED ORANGE +{WHITE, GRAY, YELLOW} 1458 0.245951 3 WHITE GRAY YELLOW +{GREEN} 18 0.00303644 1 GREEN * +Odor +Group Frequency Coverage Size Value list +{NONE} 2686 0.453104 1 NONE +{FOUL, SPICY, FISHY, ...} 2677 0.451586 6 FOUL SPICY FISHY PUNGENT CREOSOTE MUSTY * +{ALMOND, ANISE} 565 0.0953104 2 ALMOND ANISE + +Cell frequencies + Odor +GillColor {NONE} {FOUL, SPICY, FISHY, ...} {ALMOND, ANISE} Total Coverage +{BUFF, PINK, BROWN, ...} 1934 2206 312 4452 0.751012 +{WHITE, GRAY, YELLOW} 734 471 253 1458 0.245951 +{GREEN} 18 0 0 18 0.00303644 +Total 2686 2677 565 5928 +Coverage 0.453104 0.451586 0.0953104 + +Cells 7 +Cell Id GillColor Odor EDIBLE POISONOUS Interest Frequency Coverage +C4 {BUFF, PINK, BROWN, ...} {FOUL, SPICY, FISHY, ...} 0 1 0.435161 2206 0.372132 +C1 {BUFF, PINK, BROWN, ...} {NONE} 1 0 0.312701 1934 0.326248 +C5 {WHITE, GRAY, YELLOW} {FOUL, SPICY, FISHY, ...} 0 1 0.0929107 471 0.0794534 +C2 {WHITE, GRAY, YELLOW} {NONE} 0.911444 0.0885559 0.0643237 734 0.123819 +C7 {BUFF, PINK, BROWN, ...} {ALMOND, ANISE} 1 0 0.0504461 312 0.0526316 +C8 {WHITE, GRAY, YELLOW} {ALMOND, ANISE} 1 0 0.0409066 253 0.0426788 +C3 {GREEN} {NONE} 0 1 0.00355073 18 0.00303644 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R50 +Variables + Type Name + Categorical Odor + Categorical SporePrintColor + +Variables stats +Odor +Group Frequency Coverage Size Value list +{NONE, ALMOND, ANISE} 3251 0.548414 3 NONE ALMOND ANISE +{FOUL, SPICY, FISHY, ...} 2677 0.451586 6 FOUL SPICY FISHY PUNGENT CREOSOTE MUSTY * +SporePrintColor +Group Frequency Coverage Size Value list +{BROWN, BLACK, CHOCOLATE, ...} 4162 0.702092 7 BROWN BLACK CHOCOLATE BUFF ORANGE PURPLE YELLOW * +{WHITE} 1711 0.28863 1 WHITE +{GREEN} 55 0.009278 1 GREEN + +Cell frequencies + SporePrintColor +Odor {BROWN, BLACK, CHOCOLATE, ...} {WHITE} {GREEN} Total Coverage +{NONE, ALMOND, ANISE} 2759 437 55 3251 0.548414 +{FOUL, SPICY, FISHY, ...} 1403 1274 0 2677 0.451586 +Total 4162 1711 55 5928 +Coverage 0.702092 0.28863 0.009278 + +Cells 5 +Cell Id Odor SporePrintColor EDIBLE POISONOUS Interest Frequency Coverage +C1 {NONE, ALMOND, ANISE} {BROWN, BLACK, CHOCOLATE, ...} 1 0 0.433173 2759 0.465418 +C2 {FOUL, SPICY, FISHY, ...} {BROWN, BLACK, CHOCOLATE, ...} 0 1 0.268744 1403 0.236673 +C4 {FOUL, SPICY, FISHY, ...} {WHITE} 0 1 0.244034 1274 0.214912 +C3 {NONE, ALMOND, ANISE} {WHITE} 0.935927 0.0640732 0.0435137 437 0.0737179 +C5 {NONE, ALMOND, ANISE} {GREEN} 0 1 0.0105352 55 0.009278 + Total 0.534413 0.465587 1 5928 1 diff --git a/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/InputVar1All_PreparationReport.xls b/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/InputVar1All_PreparationReport.xls new file mode 100644 index 000000000..d1a5ccb50 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/InputVar1All_PreparationReport.xls @@ -0,0 +1,633 @@ +#Khiops 10.1.5 +Descriptive statistics + + +Problem description +Short description + +Dictionary Mushroom +Variables + Categorical 23 + Total 23 + +Database ../../../datasets/Mushroom/Mushroom.txt +Sample percentage 70 +Sampling mode Include sample +Selection variable +Selection value +Instances 5928 + +Learning task Classification analysis + +Target variable Categorical Class + +Target variable stats +Value Frequency Coverage +EDIBLE 3168 0.534413 +POISONOUS 2760 0.465587 + +Evaluated variables 22 +Informative variables 21 + +Max number of constructed variables 0 +Max number of trees 0 +Max number of variable pairs 50 +Discretization MODL +Value grouping MODL + +Null model + Constr. cost 0.693147 + Prep. cost 8.68761 + Data cost 4090.36 + + +Categorical variables statistics + +Rank Name Level Groups Values Mode Mode coverage Constr. cost Prep. cost Data cost +R01 Odor 0.900798 3 9 NONE 0.453104 3.82864 35.694 367.179 +R02 SporePrintColor 0.47984 4 9 WHITE 0.28863 3.82864 43.8179 2084.87 +R03 GillColor 0.402066 6 12 BUFF 0.209345 3.82864 63.2207 2384.32 +R04 StalkSurfaceAboveRing 0.285867 3 4 SMOOTH 0.633097 3.82864 28.5617 2895.37 +R05 RingType 0.283664 4 5 PENDANT 0.470142 3.82864 36.5603 2896.4 +R06 StalkSurfaceBelowRing 0.272744 3 4 SMOOTH 0.605094 3.82864 28.6051 2949.13 +R07 StalkColorAboveRing 0.245938 5 9 WHITE 0.56697 3.82864 50.6463 3036.98 +R08 GillSize 0.228924 2 2 BROAD 0.695175 3.82864 17.2546 3140.12 +R09 StalkColorBelowRing 0.223656 5 9 WHITE 0.557186 3.82864 50.8241 3128.16 +R10 Population 0.20956 5 6 SEVERAL 0.487517 3.82864 45.3128 3191.45 +R11 Bruise 0.158096 2 2 NO 0.601889 3.82864 17.3774 3430.38 +R12 Habitat 0.155388 6 7 WOODS 0.375169 3.82864 52.3352 3406.52 +R13 StalkRoot 0.143978 5 5 BULBOUS 0.446862 3.82864 42.5668 3463.07 +R14 GillSpacing 0.125243 2 2 CLOSE 0.808704 3.82864 16.9402 3565.51 +R15 CapShape 0.0418307 3 6 CONVEX 0.456309 3.82864 31.4583 3892.96 +R16 CapColor 0.0368621 5 10 BROWN 0.273954 3.82864 51.3578 3893.43 +R17 RingNumber 0.0288836 3 3 ONE 0.925101 3.82864 23.682 3953.81 +R18 CapSurface 0.0287294 2 4 SCALY 0.384953 3.82864 19.8392 3958.29 +R19 VeilColor 0.0186198 3 4 WHITE 0.975202 3.82864 23.3998 3996.17 +R20 GillAttachment 0.0109149 2 2 FREE 0.973516 3.82864 15.1539 4036.01 +R21 StalkShape 0.00748534 2 2 TAPERING 0.583502 3.82864 17.3915 4047.83 +R22 VeilType 0 1 1 PARTIAL 1 0.693147 8.68761 4090.36 + + +-------------------------------------------------------------------------------- + +Variables detailed statistics + + +Rank R01 +Variable Categorical Odor + +Variable stats +Group Size Value list +{NONE} 1 NONE +{FOUL, SPICY, FISHY, ...} 6 FOUL SPICY FISHY PUNGENT CREOSOTE MUSTY * +{ALMOND, ANISE} 2 ALMOND ANISE + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{FOUL, SPICY, FISHY, ...} 0 1 0.549437 2677 0.451586 +{NONE} 0.969099 0.030901 0.355515 2686 0.453104 +{ALMOND, ANISE} 1 0 0.0950487 565 0.0953104 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +NONE 2686 0.453104 +FOUL 1499 0.252868 +SPICY 419 0.0706815 +FISHY 414 0.0698381 +ALMOND 294 0.0495951 +ANISE 271 0.0457152 +PUNGENT 174 0.0293522 +CREOSOTE 138 0.0232794 +MUSTY 33 0.0055668 + +---------------------------------------------- +Rank R02 +Variable Categorical SporePrintColor + +Variable stats +Group Size Value list +{BROWN, BLACK} 2 BROWN BLACK +{WHITE} 1 WHITE +{CHOCOLATE, GREEN} 2 CHOCOLATE GREEN +{BUFF, ORANGE, PURPLE, ...} 4 BUFF ORANGE PURPLE YELLOW * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{BROWN, BLACK} 0.892191 0.107809 0.433474 2894 0.488192 +{CHOCOLATE, GREEN} 0.0312764 0.968724 0.367351 1183 0.199561 +{WHITE} 0.239041 0.760959 0.155311 1711 0.28863 +{BUFF, ORANGE, PURPLE, ...} 1 0 0.0438651 140 0.0236167 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +WHITE 1711 0.28863 +BROWN 1480 0.249663 +BLACK 1414 0.238529 +CHOCOLATE 1128 0.190283 +GREEN 55 0.009278 +BUFF 38 0.00641026 +ORANGE 37 0.00624157 +PURPLE 34 0.00573549 +YELLOW 31 0.00522942 + +---------------------------------------------- +Rank R03 +Variable Categorical GillColor + +Variable stats +Group Size Value list +{BROWN, PURPLE, BLACK} 3 BROWN PURPLE BLACK +{BUFF, GREEN} 2 BUFF GREEN * +{PINK} 1 PINK +{CHOCOLATE, GRAY} 2 CHOCOLATE GRAY +{WHITE, YELLOW} 2 WHITE YELLOW +{RED, ORANGE} 2 RED ORANGE + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{BUFF, GREEN} 0 1 0.567346 1259 0.212382 +{BROWN, PURPLE, BLACK} 0.888049 0.111951 0.250144 1456 0.245614 +{WHITE, YELLOW} 0.797024 0.202976 0.0832445 941 0.158738 +{CHOCOLATE, GRAY} 0.335502 0.664498 0.0508656 1076 0.181511 +{RED, ORANGE} 1 0 0.0428459 116 0.0195682 +{PINK} 0.6 0.4 0.0055532 1080 0.182186 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +BUFF 1241 0.209345 +PINK 1080 0.182186 +WHITE 872 0.147099 +BROWN 758 0.127868 +CHOCOLATE 559 0.0942982 +GRAY 517 0.0872132 +PURPLE 352 0.0593792 +BLACK 346 0.0583671 +YELLOW 69 0.0116397 +RED 65 0.0109649 +ORANGE 51 0.00860324 +GREEN 18 0.00303644 + +---------------------------------------------- +Rank R04 +Variable Categorical StalkSurfaceAboveRing + +Variable stats +Group Size Value list +{SMOOTH, SCALY} 2 SMOOTH SCALY * +{SILKY} 1 SILKY +{FIBROUS} 1 FIBROUS + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{SILKY} 0.0592861 0.940714 0.738617 1653 0.278846 +{SMOOTH, SCALY} 0.708068 0.291932 0.199532 3768 0.635628 +{FIBROUS} 0.792899 0.207101 0.0618507 507 0.0855263 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +SMOOTH 3753 0.633097 +SILKY 1653 0.278846 +FIBROUS 507 0.0855263 +SCALY 15 0.00253036 + +---------------------------------------------- +Rank R05 +Variable Categorical RingType + +Variable stats +Group Size Value list +{PENDANT} 1 PENDANT +{EVANESCENT} 1 EVANESCENT +{LARGE, NONE} 2 LARGE NONE * +{FLARING} 1 FLARING + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{LARGE, NONE} 0 1 0.591409 921 0.155364 +{PENDANT} 0.793685 0.206315 0.34179 2787 0.470142 +{EVANESCENT} 0.42098 0.57902 0.0473267 2183 0.368252 +{FLARING} 1 0 0.0194742 37 0.00624157 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +PENDANT 2787 0.470142 +EVANESCENT 2183 0.368252 +LARGE 888 0.149798 +FLARING 37 0.00624157 +NONE 33 0.0055668 + +---------------------------------------------- +Rank R06 +Variable Categorical StalkSurfaceBelowRing + +Variable stats +Group Size Value list +{SMOOTH, SCALY} 2 SMOOTH SCALY * +{SILKY} 1 SILKY +{FIBROUS} 1 FIBROUS + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{SILKY} 0.0617207 0.938279 0.740765 1604 0.27058 +{SMOOTH, SCALY} 0.695238 0.304762 0.179003 3780 0.637652 +{FIBROUS} 0.810662 0.189338 0.0802322 544 0.0917679 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +SMOOTH 3587 0.605094 +SILKY 1604 0.27058 +FIBROUS 544 0.0917679 +SCALY 193 0.0325574 + +---------------------------------------------- +Rank R07 +Variable Categorical StalkColorAboveRing + +Variable stats +Group Size Value list +{WHITE} 1 WHITE +{PINK} 1 PINK +{GRAY, ORANGE, RED} 3 GRAY ORANGE RED +{BUFF, CINNAMON, YELLOW} 3 BUFF CINNAMON YELLOW * +{BROWN} 1 BROWN + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{GRAY, ORANGE, RED} 1 0 0.367734 615 0.103745 +{BUFF, CINNAMON, YELLOW} 0 1 0.234902 322 0.0543185 +{BROWN} 0.0316456 0.968354 0.186866 316 0.0533063 +{PINK} 0.30137 0.69863 0.139043 1314 0.22166 +{WHITE} 0.638798 0.361202 0.0714553 3361 0.56697 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +WHITE 3361 0.56697 +PINK 1314 0.22166 +GRAY 410 0.0691633 +BROWN 316 0.0533063 +BUFF 284 0.0479082 +ORANGE 142 0.0239541 +RED 63 0.0106275 +CINNAMON 33 0.0055668 +YELLOW 5 0.000843455 + +---------------------------------------------- +Rank R08 +Variable Categorical GillSize + +Variable stats +Group Size Value list +{BROAD} 1 BROAD +{NARROW} 1 NARROW * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{NARROW} 0.125069 0.874931 0.706633 1807 0.304825 +{BROAD} 0.713904 0.286096 0.293367 4121 0.695175 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +BROAD 4121 0.695175 +NARROW 1807 0.304825 + +---------------------------------------------- +Rank R09 +Variable Categorical StalkColorBelowRing + +Variable stats +Group Size Value list +{WHITE} 1 WHITE +{PINK} 1 PINK +{GRAY, ORANGE, RED} 3 GRAY ORANGE RED +{BROWN} 1 BROWN +{BUFF, CINNAMON, YELLOW} 3 BUFF CINNAMON YELLOW * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{GRAY, ORANGE, RED} 1 0 0.393296 600 0.101215 +{BUFF, CINNAMON, YELLOW} 0 1 0.279903 350 0.0590418 +{PINK} 0.30564 0.69436 0.146517 1312 0.221323 +{BROWN} 0.173554 0.826446 0.105969 363 0.0612348 +{WHITE} 0.636997 0.363003 0.0743147 3303 0.557186 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +WHITE 3303 0.557186 +PINK 1312 0.221323 +GRAY 394 0.0664642 +BROWN 363 0.0612348 +BUFF 301 0.050776 +ORANGE 142 0.0239541 +RED 64 0.0107962 +CINNAMON 33 0.0055668 +YELLOW 16 0.00269906 + +---------------------------------------------- +Rank R10 +Variable Categorical Population + +Variable stats +Group Size Value list +{SEVERAL} 1 SEVERAL +{SOLITARY} 1 SOLITARY +{SCATTERED} 1 SCATTERED +{ABUNDANT, NUMEROUS} 2 ABUNDANT NUMEROUS +{CLUSTERED} 1 CLUSTERED * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{ABUNDANT, NUMEROUS} 1 0 0.457936 650 0.109649 +{SEVERAL} 0.29827 0.70173 0.370249 2890 0.487517 +{SCATTERED} 0.740166 0.259834 0.0972382 966 0.162955 +{CLUSTERED} 0.82377 0.17623 0.0508243 244 0.0411606 +{SOLITARY} 0.628183 0.371817 0.0237528 1178 0.198718 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +SEVERAL 2890 0.487517 +SOLITARY 1178 0.198718 +SCATTERED 966 0.162955 +ABUNDANT 366 0.0617409 +NUMEROUS 284 0.0479082 +CLUSTERED 244 0.0411606 + +---------------------------------------------- +Rank R11 +Variable Categorical Bruise + +Variable stats +Group Size Value list +{NO} 1 NO +{BRUISES} 1 BRUISES * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{BRUISES} 0.814831 0.185169 0.621883 2360 0.398111 +{NO} 0.348935 0.651065 0.378117 3568 0.601889 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +NO 3568 0.601889 +BRUISES 2360 0.398111 + +---------------------------------------------- +Rank R12 +Variable Categorical Habitat + +Variable stats +Group Size Value list +{WOODS} 1 WOODS +{GRASSES} 1 GRASSES +{LEAVES, URBAN} 2 LEAVES URBAN +{PATHS} 1 PATHS +{MEADOWS} 1 MEADOWS +{WASTE} 1 WASTE * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{PATHS} 0.108886 0.891114 0.482303 799 0.134784 +{LEAVES, URBAN} 0.301606 0.698394 0.143722 872 0.147099 +{GRASSES} 0.69715 0.30285 0.138157 1684 0.284076 +{WASTE} 1 0 0.120394 129 0.0217611 +{MEADOWS} 0.881818 0.118182 0.0916189 220 0.037112 +{WOODS} 0.593975 0.406025 0.0238039 2224 0.375169 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +WOODS 2224 0.375169 +GRASSES 1684 0.284076 +PATHS 799 0.134784 +LEAVES 621 0.104757 +URBAN 251 0.0423414 +MEADOWS 220 0.037112 +WASTE 129 0.0217611 + +---------------------------------------------- +Rank R13 +Variable Categorical StalkRoot + +Variable stats +Group Size Value list +{BULBOUS} 1 BULBOUS +{?} 1 ? +{EQUAL} 1 EQUAL +{CLUB} 1 CLUB +{ROOTED} 1 ROOTED * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{?} 0.286686 0.713314 0.359363 1765 0.29774 +{EQUAL} 0.822268 0.177732 0.290265 979 0.165148 +{CLUB} 0.906863 0.0931373 0.217754 408 0.0688259 +{ROOTED} 1 0 0.12882 127 0.0214238 +{BULBOUS} 0.513401 0.486599 0.00379824 2649 0.446862 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +BULBOUS 2649 0.446862 +? 1765 0.29774 +EQUAL 979 0.165148 +CLUB 408 0.0688259 +ROOTED 127 0.0214238 + +---------------------------------------------- +Rank R14 +Variable Categorical GillSpacing + +Variable stats +Group Size Value list +{CLOSE} 1 CLOSE +{CROWDED} 1 CROWDED * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{CROWDED} 0.931217 0.0687831 0.837822 1134 0.191296 +{CLOSE} 0.440551 0.559449 0.162178 4794 0.808704 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +CLOSE 4794 0.808704 +CROWDED 1134 0.191296 + +---------------------------------------------- +Rank R15 +Variable Categorical CapShape + +Variable stats +Group Size Value list +{CONVEX, FLAT} 2 CONVEX FLAT +{KNOBBED, CONICAL} 2 KNOBBED CONICAL * +{BELL, SUNKEN} 2 BELL SUNKEN + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{BELL, SUNKEN} 0.89881 0.10119 0.548736 336 0.0566802 +{KNOBBED, CONICAL} 0.268251 0.731749 0.448791 589 0.099359 +{CONVEX, FLAT} 0.541275 0.458725 0.0024731 5003 0.843961 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +CONVEX 2705 0.456309 +FLAT 2298 0.387652 +KNOBBED 587 0.0990216 +BELL 319 0.0538124 +SUNKEN 17 0.00286775 +CONICAL 2 0.000337382 + +---------------------------------------------- +Rank R16 +Variable Categorical CapColor + +Variable stats +Group Size Value list +{RED, YELLOW, BUFF, ...} 4 RED YELLOW BUFF PINK +{BROWN} 1 BROWN +{GRAY} 1 GRAY +{WHITE, CINNAMON} 2 WHITE CINNAMON +{PURPLE, GREEN} 2 PURPLE GREEN * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{RED, YELLOW, BUFF, ...} 0.380531 0.619469 0.520497 2034 0.343117 +{WHITE, CINNAMON} 0.706422 0.293578 0.252875 763 0.128711 +{GRAY} 0.628032 0.371968 0.1424 1484 0.250337 +{PURPLE, GREEN} 1 0 0.0773642 23 0.00387989 +{BROWN} 0.554187 0.445813 0.00686462 1624 0.273954 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +BROWN 1624 0.273954 +GRAY 1484 0.250337 +RED 1074 0.181174 +YELLOW 733 0.12365 +WHITE 731 0.123313 +BUFF 130 0.0219298 +PINK 97 0.016363 +CINNAMON 32 0.00539811 +PURPLE 13 0.00219298 +GREEN 10 0.00168691 + +---------------------------------------------- +Rank R17 +Variable Categorical RingNumber + +Variable stats +Group Size Value list +{ONE} 1 ONE +{TWO} 1 TWO +{NONE} 1 NONE * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{TWO} 0.86618 0.13382 0.772802 411 0.069332 +{NONE} 0 1 0.188642 33 0.0055668 +{ONE} 0.512764 0.487236 0.0385558 5484 0.925101 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +ONE 5484 0.925101 +TWO 411 0.069332 +NONE 33 0.0055668 + +---------------------------------------------- +Rank R18 +Variable Categorical CapSurface + +Variable stats +Group Size Value list +{SCALY, SMOOTH, GROOVES} 3 SCALY SMOOTH GROOVES * +{FIBROUS} 1 FIBROUS + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{FIBROUS} 0.6955 0.3045 0.718902 1711 0.28863 +{SCALY, SMOOTH, GROOVES} 0.469054 0.530946 0.281098 4217 0.71137 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +SCALY 2282 0.384953 +SMOOTH 1932 0.325911 +FIBROUS 1711 0.28863 +GROOVES 3 0.000506073 + +---------------------------------------------- +Rank R19 +Variable Categorical VeilColor + +Variable stats +Group Size Value list +{WHITE} 1 WHITE +{ORANGE, BROWN} 2 ORANGE BROWN +{YELLOW} 1 YELLOW * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{ORANGE, BROWN} 1 0 0.944583 142 0.0239541 +{YELLOW} 0 1 0.0405783 5 0.000843455 +{WHITE} 0.523439 0.476561 0.0148388 5781 0.975202 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +WHITE 5781 0.975202 +ORANGE 76 0.0128205 +BROWN 66 0.0111336 +YELLOW 5 0.000843455 + +---------------------------------------------- +Rank R20 +Variable Categorical GillAttachment + +Variable stats +Group Size Value list +{FREE} 1 FREE +{ATTACHED} 1 ATTACHED * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{ATTACHED} 0.904459 0.0955414 0.977475 157 0.0264845 +{FREE} 0.524346 0.475654 0.0225246 5771 0.973516 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +FREE 5771 0.973516 +ATTACHED 157 0.0264845 + +---------------------------------------------- +Rank R21 +Variable Categorical StalkShape + +Variable stats +Group Size Value list +{TAPERING} 1 TAPERING +{ENLARGING} 1 ENLARGING * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{ENLARGING} 0.466991 0.533009 0.581265 2469 0.416498 +{TAPERING} 0.582538 0.417462 0.418735 3459 0.583502 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +TAPERING 3459 0.583502 +ENLARGING 2469 0.416498 diff --git a/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/InputVar1_AllReports.khj b/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/InputVar1_AllReports.khj new file mode 100644 index 000000000..e3f2b04a8 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/InputVar1_AllReports.khj @@ -0,0 +1,3319 @@ +{ + "tool": "Khiops", + "version": "10.1.5", + "shortDescription": "", + "preparationReport": { + "reportType": "Preparation", + "summary": { + "dictionary": "Mushroom", + "variables": { + "types": [ + "Categorical" + ], + "numbers": [ + 23 + ] + }, + "database": "..\/..\/..\/datasets\/Mushroom\/Mushroom.txt", + "samplePercentage": 70, + "samplingMode": "Include sample", + "selectionVariable": "", + "selectionValue": "", + "instances": 5928, + "learningTask": "Classification analysis", + "targetVariable": "Class", + "targetDescriptiveStats": { + "values": 2, + "mode": "EDIBLE", + "modeFrequency": 3168 + }, + "targetValues": { + "values": ["EDIBLE","POISONOUS"], + "frequencies": [3168,2760] + }, + "evaluatedVariables": 22, + "informativeVariables": 21, + "featureEngineering": { + "maxNumberOfConstructedVariables": 0, + "maxNumberOfTrees": 0, + "maxNumberOfVariablePairs": 50 + }, + "discretization": "MODL", + "valueGrouping": "MODL", + "nullModel": { + "constructionCost": 0.693147, + "preparationCost": 8.68761, + "dataCost": 4090.36 + } + }, + "variablesStatistics": [ + { + "rank": "R01", + "name": "Odor", + "type": "Categorical", + "level": 0.900798, + "parts": 3, + "values": 9, + "mode": "NONE", + "modeFrequency": 2686, + "constructionCost": 3.82864, + "preparationCost": 35.694, + "dataCost": 367.179 + }, + { + "rank": "R02", + "name": "SporePrintColor", + "type": "Categorical", + "level": 0.47984, + "parts": 4, + "values": 9, + "mode": "WHITE", + "modeFrequency": 1711, + "constructionCost": 3.82864, + "preparationCost": 43.8179, + "dataCost": 2084.87 + }, + { + "rank": "R03", + "name": "GillColor", + "type": "Categorical", + "level": 0.402066, + "parts": 6, + "values": 12, + "mode": "BUFF", + "modeFrequency": 1241, + "constructionCost": 3.82864, + "preparationCost": 63.2207, + "dataCost": 2384.32 + }, + { + "rank": "R04", + "name": "StalkSurfaceAboveRing", + "type": "Categorical", + "level": 0.285867, + "parts": 3, + "values": 4, + "mode": "SMOOTH", + "modeFrequency": 3753, + "constructionCost": 3.82864, + "preparationCost": 28.5617, + "dataCost": 2895.37 + }, + { + "rank": "R05", + "name": "RingType", + "type": "Categorical", + "level": 0.283664, + "parts": 4, + "values": 5, + "mode": "PENDANT", + "modeFrequency": 2787, + "constructionCost": 3.82864, + "preparationCost": 36.5603, + "dataCost": 2896.4 + }, + { + "rank": "R06", + "name": "StalkSurfaceBelowRing", + "type": "Categorical", + "level": 0.272744, + "parts": 3, + "values": 4, + "mode": "SMOOTH", + "modeFrequency": 3587, + "constructionCost": 3.82864, + "preparationCost": 28.6051, + "dataCost": 2949.13 + }, + { + "rank": "R07", + "name": "StalkColorAboveRing", + "type": "Categorical", + "level": 0.245938, + "parts": 5, + "values": 9, + "mode": "WHITE", + "modeFrequency": 3361, + "constructionCost": 3.82864, + "preparationCost": 50.6463, + "dataCost": 3036.98 + }, + { + "rank": "R08", + "name": "GillSize", + "type": "Categorical", + "level": 0.228924, + "parts": 2, + "values": 2, + "mode": "BROAD", + "modeFrequency": 4121, + "constructionCost": 3.82864, + "preparationCost": 17.2546, + "dataCost": 3140.12 + }, + { + "rank": "R09", + "name": "StalkColorBelowRing", + "type": "Categorical", + "level": 0.223656, + "parts": 5, + "values": 9, + "mode": "WHITE", + "modeFrequency": 3303, + "constructionCost": 3.82864, + "preparationCost": 50.8241, + "dataCost": 3128.16 + }, + { + "rank": "R10", + "name": "Population", + "type": "Categorical", + "level": 0.20956, + "parts": 5, + "values": 6, + "mode": "SEVERAL", + "modeFrequency": 2890, + "constructionCost": 3.82864, + "preparationCost": 45.3128, + "dataCost": 3191.45 + }, + { + "rank": "R11", + "name": "Bruise", + "type": "Categorical", + "level": 0.158096, + "parts": 2, + "values": 2, + "mode": "NO", + "modeFrequency": 3568, + "constructionCost": 3.82864, + "preparationCost": 17.3774, + "dataCost": 3430.38 + }, + { + "rank": "R12", + "name": "Habitat", + "type": "Categorical", + "level": 0.155388, + "parts": 6, + "values": 7, + "mode": "WOODS", + "modeFrequency": 2224, + "constructionCost": 3.82864, + "preparationCost": 52.3352, + "dataCost": 3406.52 + }, + { + "rank": "R13", + "name": "StalkRoot", + "type": "Categorical", + "level": 0.143978, + "parts": 5, + "values": 5, + "mode": "BULBOUS", + "modeFrequency": 2649, + "constructionCost": 3.82864, + "preparationCost": 42.5668, + "dataCost": 3463.07 + }, + { + "rank": "R14", + "name": "GillSpacing", + "type": "Categorical", + "level": 0.125243, + "parts": 2, + "values": 2, + "mode": "CLOSE", + "modeFrequency": 4794, + "constructionCost": 3.82864, + "preparationCost": 16.9402, + "dataCost": 3565.51 + }, + { + "rank": "R15", + "name": "CapShape", + "type": "Categorical", + "level": 0.0418307, + "parts": 3, + "values": 6, + "mode": "CONVEX", + "modeFrequency": 2705, + "constructionCost": 3.82864, + "preparationCost": 31.4583, + "dataCost": 3892.96 + }, + { + "rank": "R16", + "name": "CapColor", + "type": "Categorical", + "level": 0.0368621, + "parts": 5, + "values": 10, + "mode": "BROWN", + "modeFrequency": 1624, + "constructionCost": 3.82864, + "preparationCost": 51.3578, + "dataCost": 3893.43 + }, + { + "rank": "R17", + "name": "RingNumber", + "type": "Categorical", + "level": 0.0288836, + "parts": 3, + "values": 3, + "mode": "ONE", + "modeFrequency": 5484, + "constructionCost": 3.82864, + "preparationCost": 23.682, + "dataCost": 3953.81 + }, + { + "rank": "R18", + "name": "CapSurface", + "type": "Categorical", + "level": 0.0287294, + "parts": 2, + "values": 4, + "mode": "SCALY", + "modeFrequency": 2282, + "constructionCost": 3.82864, + "preparationCost": 19.8392, + "dataCost": 3958.29 + }, + { + "rank": "R19", + "name": "VeilColor", + "type": "Categorical", + "level": 0.0186198, + "parts": 3, + "values": 4, + "mode": "WHITE", + "modeFrequency": 5781, + "constructionCost": 3.82864, + "preparationCost": 23.3998, + "dataCost": 3996.17 + }, + { + "rank": "R20", + "name": "GillAttachment", + "type": "Categorical", + "level": 0.0109149, + "parts": 2, + "values": 2, + "mode": "FREE", + "modeFrequency": 5771, + "constructionCost": 3.82864, + "preparationCost": 15.1539, + "dataCost": 4036.01 + }, + { + "rank": "R21", + "name": "StalkShape", + "type": "Categorical", + "level": 0.00748534, + "parts": 2, + "values": 2, + "mode": "TAPERING", + "modeFrequency": 3459, + "constructionCost": 3.82864, + "preparationCost": 17.3915, + "dataCost": 4047.83 + }, + { + "rank": "R22", + "name": "VeilType", + "type": "Categorical", + "level": 0, + "parts": 1, + "values": 1, + "mode": "PARTIAL", + "modeFrequency": 5928, + "constructionCost": 0.693147, + "preparationCost": 8.68761, + "dataCost": 4090.36 + } + ], + "variablesDetailedStatistics": { + "R01": { + "dataGrid": { + "isSupervised": true, + "dimensions": [ + { + "variable": "Odor", + "type": "Categorical", + "partitionType": "Value groups", + "partition": [ + ["NONE"], + ["FOUL","SPICY","FISHY","PUNGENT","CREOSOTE","MUSTY"], + ["ALMOND","ANISE"] + ], + "defaultGroupIndex": 1 + }, + { + "variable": "Class", + "type": "Categorical", + "partitionType": "Values", + "partition": ["EDIBLE","POISONOUS"] + } + ], + "partTargetFrequencies": [ + [2603,83], + [0,2677], + [565,0] + ], + "partInterests": [0.355515,0.549437,0.0950487] + }, + "inputValues": { + "values": ["NONE","FOUL","SPICY","FISHY","ALMOND","ANISE","PUNGENT","CREOSOTE","MUSTY"], + "frequencies": [2686,1499,419,414,294,271,174,138,33] + } + }, + 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[0,1], + [1,1], + [2,1], + [3,1], + [0,2], + [1,2], + [2,2], + [3,2], + [4,2] + ], + "cellTargetFrequencies": [ + [1527,195], + [278,0], + [469,44], + [107,37], + [307,36], + [155,0], + [0,1261], + [223,41], + [65,0], + [8,364], + [11,370], + [9,86], + [0,326], + [9,0] + ], + "cellInterests": [0.171167,0.0599202,0.0610174,0.00456585,0.0360124,0.0334087,0.3316,0.0196339,0.0140101,0.084156,0.0825261,0.0143145,0.085727,0.00193986] + } + }, + "R23": { + "dataGrid": { + "isSupervised": true, + "dimensions": [ + { + "variable": "GillColor", + "type": "Categorical", + "partitionType": "Value groups", + "partition": [ + ["BUFF","PINK","BROWN","CHOCOLATE","PURPLE","BLACK","RED","ORANGE"], + ["WHITE","GRAY","YELLOW"], + ["GREEN"] + ], + "defaultGroupIndex": 2 + }, + { + "variable": "Odor", + "type": "Categorical", + "partitionType": "Value groups", + "partition": [ + ["NONE"], + ["FOUL","SPICY","FISHY","PUNGENT","CREOSOTE","MUSTY"], + ["ALMOND","ANISE"] + ], + "defaultGroupIndex": 1 + }, + { + "variable": "Target", + "type": "Categorical", + "partitionType": "Values", + "partition": ["EDIBLE","POISONOUS"] + } + ], + "cellIds": ["C1","C2","C3","C4","C5","C7","C8"], + "cellPartIndexes": [ + [0,0], + [1,0], + [2,0], + [0,1], + [1,1], + [0,2], + [1,2] + ], + "cellTargetFrequencies": [ + [1934,0], + [669,65], + [0,18], + [0,2206], + [0,471], + [312,0], + [253,0] + ], + "cellInterests": [0.312701,0.0643237,0.00355073,0.435161,0.0929107,0.0504461,0.0409066] + } + } + } + }, + "khiops_encoding": "ascii" +} diff --git a/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/InputVar1_Preparation2DReport.xls b/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/InputVar1_Preparation2DReport.xls new file mode 100644 index 000000000..2a6dd6b02 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/InputVar1_Preparation2DReport.xls @@ -0,0 +1,1344 @@ +#Khiops 10.1.5 +Descriptive statistics + + +Problem description +Short description + +Dictionary Mushroom +Variables + Categorical 23 + Total 23 + +Database ../../../datasets/Mushroom/Mushroom.txt +Sample percentage 70 +Sampling mode Include sample +Selection variable +Selection value +Instances 5928 + +Learning task Classification analysis + +Target variable Categorical Class + +Target variable stats +Value Frequency Coverage +EDIBLE 3168 0.534413 +POISONOUS 2760 0.465587 + +Evaluated variable pairs 23 +Informative variable pairs 8 + + +Variables pairs statistics + +Rank Name 1 Name 2 DeltaLevel Level Level 1 Level 2 Variables Parts 1 Parts 2 Cells Constr. cost Prep. cost Data cost +R01 CapColor CapSurface 0.146092 0.211683 0.0368621 0.0287294 2 7 4 20 11.0633 129.303 3091.53 +R02 GillColor StalkShape 0.135646 0.545198 0.402066 0.00748534 2 6 2 12 11.0633 94.8412 1758.66 +R03 CapColor GillColor 0.0844779 0.523406 0.0368621 0.402066 2 6 9 43 11.0633 233.463 1709.38 +R04 GillColor StalkRoot 0.0830978 0.629143 0.402066 0.143978 2 5 4 17 11.0633 120.111 1389.24 +R05 CapColor CapShape 0.0411068 0.1198 0.0368621 0.0418307 2 6 4 21 11.0633 128.488 3469.04 +R06 CapSurface GillColor 0.0264251 0.457221 0.0287294 0.402066 2 3 10 27 11.0633 165.437 2048.75 +R07 GillColor GillSpacing 0.00457008 0.53188 0.402066 0.125243 2 10 2 18 11.0633 118.931 1789.18 +R08 CapShape CapSurface 0.00340722 0.0739674 0.0418307 0.0287294 2 3 3 9 11.0633 65.6044 3719.82 +R09 GillColor RingNumber -0.00175819 0.429192 0.402066 0.0288836 2 7 3 13 11.0633 95.2351 2233.87 +R10 GillAttachment GillColor -0.00608092 0.4069 0.0109149 0.402066 2 2 6 9 11.0633 74.5967 2345.89 +R11 GillColor VeilColor -0.0110393 0.409647 0.402066 0.0186198 2 6 3 10 11.0633 77.9598 2331.27 +R12 CapShape GillColor -0.0114079 0.432489 0.0418307 0.402066 2 4 7 20 11.0633 139.084 2176.5 +R13 GillColor StalkColorBelowRing -0.0227689 0.602953 0.402066 0.223656 2 5 5 17 11.0633 130.308 1486.42 +R14 GillColor RingType -0.0271761 0.658554 0.402066 0.283664 2 5 3 14 11.0633 103.762 1285.01 +R15 GillColor Habitat -0.0312589 0.526196 0.402066 0.155388 2 6 6 28 11.0633 166.146 1765.26 +R16 GillColor Population -0.0408284 0.570798 0.402066 0.20956 2 8 4 24 11.0633 151.132 1597.42 +R17 GillColor StalkColorAboveRing -0.0481246 0.59988 0.402066 0.245938 2 5 5 17 11.0633 128.369 1500.95 +R18 Bruise GillColor -0.0936894 0.466473 0.158096 0.402066 2 2 8 15 11.0633 110.714 2065.54 +R19 GillColor StalkSurfaceBelowRing -0.115085 0.559725 0.402066 0.272744 2 6 4 18 11.0633 121.302 1672.65 +R20 GillColor StalkSurfaceAboveRing -0.129002 0.558931 0.402066 0.285867 2 7 3 17 11.0633 119.873 1677.33 +R21 GillColor GillSize -0.129647 0.501344 0.402066 0.228924 2 6 2 12 11.0633 88.9095 1944.39 +R22 GillColor SporePrintColor -0.196156 0.68575 0.402066 0.47984 2 5 3 14 11.0633 109.644 1167.64 +R23 GillColor Odor -0.375657 0.927207 0.402066 0.900798 2 3 3 7 11.0633 70.7279 216.64 + + +-------------------------------------------------------------------------------- + +Variables pairs detailed statistics +(Pairs with two jointly informative variables) + + +Rank R01 +Variables + Type Name + Categorical CapColor + Categorical CapSurface + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{BROWN, CINNAMON} 1656 0.279352 2 BROWN CINNAMON +{GRAY} 1484 0.250337 1 GRAY +{RED} 1074 0.181174 1 RED +{YELLOW} 733 0.12365 1 YELLOW +{WHITE} 731 0.123313 1 WHITE +{BUFF, PINK} 227 0.0382928 2 BUFF PINK +{PURPLE, GREEN} 23 0.00387989 2 PURPLE GREEN * +CapSurface +Group Frequency Coverage Size Value list +{SCALY} 2282 0.384953 1 SCALY +{SMOOTH} 1932 0.325911 1 SMOOTH +{FIBROUS} 1711 0.28863 1 FIBROUS +{GROOVES} 3 0.000506073 1 GROOVES * + +Cell frequencies + CapSurface +CapColor {SCALY} {SMOOTH} {FIBROUS} {GROOVES} Total Coverage +{BROWN, CINNAMON} 701 601 354 0 1656 0.279352 +{GRAY} 426 341 717 0 1484 0.250337 +{RED} 539 338 197 0 1074 0.181174 +{YELLOW} 380 111 242 0 733 0.12365 +{WHITE} 159 389 180 3 731 0.123313 +{BUFF, PINK} 54 152 21 0 227 0.0382928 +{PURPLE, GREEN} 23 0 0 0 23 0.00387989 +Total 2282 1932 1711 3 5928 +Coverage 0.384953 0.325911 0.28863 0.000506073 + +Cells 20 +Cell Id CapColor CapSurface EDIBLE POISONOUS Interest Frequency Coverage +C10 {RED} {SMOOTH} 0.0414201 0.95858 0.206193 338 0.0570175 +C15 {BROWN, CINNAMON} {FIBROUS} 0.985876 0.0141243 0.204177 354 0.0597166 +C18 {YELLOW} {FIBROUS} 0.0495868 0.950413 0.141085 242 0.0408232 +C17 {RED} {FIBROUS} 1 0 0.128432 197 0.0332321 +C11 {YELLOW} {SMOOTH} 1 0 0.0723653 111 0.0187247 +C19 {WHITE} {FIBROUS} 0.872222 0.127778 0.04908 180 0.0303644 +C9 {GRAY} {SMOOTH} 0.733138 0.266862 0.0295425 341 0.0575236 +C13 {BUFF, PINK} {SMOOTH} 0.236842 0.763158 0.0291614 152 0.025641 +C16 {GRAY} {FIBROUS} 0.662483 0.337517 0.025174 717 0.120951 +C3 {RED} {SCALY} 0.408163 0.591837 0.0179458 539 0.0909244 +C4 {YELLOW} {SCALY} 0.389474 0.610526 0.0167036 380 0.0641026 +C20 {BUFF, PINK} {FIBROUS} 0 1 0.0167032 21 0.00354251 +C8 {BROWN, CINNAMON} {SMOOTH} 0.424293 0.575707 0.0152073 601 0.101383 +C7 {PURPLE, GREEN} {SCALY} 1 0 0.0149946 23 0.00387989 +C12 {WHITE} {SMOOTH} 0.642674 0.357326 0.00970831 389 0.0656208 +C1 {BROWN, CINNAMON} {SCALY} 0.455064 0.544936 0.00919972 701 0.118252 +C5 {WHITE} {SCALY} 0.685535 0.314465 0.00782744 159 0.0268219 +C26 {WHITE} {GROOVES} 0 1 0.00238617 3 0.000506073 +C2 {GRAY} {SCALY} 0.485915 0.514085 0.00208887 426 0.0718623 +C6 {BUFF, PINK} {SCALY} 0.666667 0.333333 0.00202428 54 0.00910931 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R02 +Variables + Type Name + Categorical GillColor + Categorical StalkShape + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{PINK, GRAY} 1597 0.269399 2 PINK GRAY +{BUFF, RED, ORANGE} 1357 0.228914 3 BUFF RED ORANGE +{BROWN, BLACK, YELLOW} 1173 0.197874 3 BROWN BLACK YELLOW +{WHITE} 872 0.147099 1 WHITE +{CHOCOLATE, GREEN} 577 0.0973347 2 CHOCOLATE GREEN * +{PURPLE} 352 0.0593792 1 PURPLE +StalkShape +Group Frequency Coverage Size Value list +{TAPERING} 3459 0.583502 1 TAPERING +{ENLARGING} 2469 0.416498 1 ENLARGING * + +Cell frequencies + StalkShape +GillColor {TAPERING} {ENLARGING} Total Coverage +{PINK, GRAY} 579 1018 1597 0.269399 +{BUFF, RED, ORANGE} 1241 116 1357 0.228914 +{BROWN, BLACK, YELLOW} 683 490 1173 0.197874 +{WHITE} 403 469 872 0.147099 +{CHOCOLATE, GREEN} 246 331 577 0.0973347 +{PURPLE} 307 45 352 0.0593792 +Total 3459 2469 5928 +Coverage 0.583502 0.416498 + +Cells 12 +Cell Id GillColor StalkShape EDIBLE POISONOUS Interest Frequency Coverage +C2 {BUFF, RED, ORANGE} {TAPERING} 0 1 0.410066 1241 0.209345 +C3 {BROWN, BLACK, YELLOW} {TAPERING} 1 0 0.184983 683 0.115216 +C11 {CHOCOLATE, GREEN} {ENLARGING} 0.0332326 0.966767 0.0878566 331 0.0558367 +C6 {PURPLE} {TAPERING} 1 0 0.0831474 307 0.0517881 +C1 {PINK, GRAY} {TAPERING} 0.880829 0.119171 0.0695115 579 0.0976721 +C7 {PINK, GRAY} {ENLARGING} 0.304519 0.695481 0.0474469 1018 0.171727 +C4 {WHITE} {TAPERING} 0.836228 0.163772 0.0354127 403 0.0679825 +C8 {BUFF, RED, ORANGE} {ENLARGING} 1 0 0.0314173 116 0.0195682 +C10 {WHITE} {ENLARGING} 0.776119 0.223881 0.0254776 469 0.0791161 +C9 {BROWN, BLACK, YELLOW} {ENLARGING} 0.7 0.3 0.0120902 490 0.0826586 +C5 {CHOCOLATE, GREEN} {TAPERING} 0.723577 0.276423 0.00799127 246 0.041498 +C12 {PURPLE} {ENLARGING} 0.2 0.8 0.00459977 45 0.00759109 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R03 +Variables + Type Name + Categorical CapColor + Categorical GillColor + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{BROWN, PURPLE, GREEN} 1647 0.277834 3 BROWN PURPLE GREEN * +{GRAY, CINNAMON} 1516 0.255735 2 GRAY CINNAMON +{RED} 1074 0.181174 1 RED +{YELLOW} 733 0.12365 1 YELLOW +{WHITE} 731 0.123313 1 WHITE +{BUFF, PINK} 227 0.0382928 2 BUFF PINK +GillColor +Group Frequency Coverage Size Value list +{BUFF} 1241 0.209345 1 BUFF +{PINK} 1080 0.182186 1 PINK +{WHITE} 872 0.147099 1 WHITE +{BROWN} 758 0.127868 1 BROWN +{GRAY, YELLOW} 586 0.0988529 2 GRAY YELLOW +{CHOCOLATE} 559 0.0942982 1 CHOCOLATE +{PURPLE, ORANGE, GREEN} 421 0.0710189 3 PURPLE ORANGE GREEN * +{BLACK} 346 0.0583671 1 BLACK +{RED} 65 0.0109649 1 RED + +Cell frequencies + GillColor +CapColor {BUFF} {PINK} {WHITE} {BROWN} {GRAY, YELLOW} {CHOCOLATE} {PURPLE, ORANGE, GREEN} {BLACK} {RED} Total Coverage +{BROWN, PURPLE, GREEN} 604 198 240 234 68 46 160 81 16 1647 0.277834 +{GRAY, CINNAMON} 0 409 197 210 203 276 121 100 0 1516 0.255735 +{RED} 637 99 121 103 3 0 95 0 16 1074 0.181174 +{YELLOW} 0 185 90 61 192 151 0 54 0 733 0.12365 +{WHITE} 0 155 148 137 98 61 21 111 0 731 0.123313 +{BUFF, PINK} 0 34 76 13 22 25 24 0 33 227 0.0382928 +Total 1241 1080 872 758 586 559 421 346 65 5928 +Coverage 0.209345 0.182186 0.147099 0.127868 0.0988529 0.0942982 0.0710189 0.0583671 0.0109649 + +Cells 43 +Cell Id CapColor GillColor EDIBLE POISONOUS Interest Frequency Coverage +C3 {RED} {BUFF} 0 1 0.20894 637 0.107456 +C1 {BROWN, PURPLE, GREEN} {BUFF} 0 1 0.198115 604 0.101889 +C34 {YELLOW} {CHOCOLATE} 0 1 0.0495289 151 0.0254723 +C37 {BROWN, PURPLE, GREEN} {PURPLE, ORANGE, GREEN} 1 0 0.043016 160 0.0269906 +C20 {GRAY, CINNAMON} {BROWN} 0.942857 0.0571429 0.0374325 210 0.0354251 +C19 {BROWN, PURPLE, GREEN} {BROWN} 0.893162 0.106838 0.0302678 234 0.0394737 +C7 {BROWN, PURPLE, GREEN} {PINK} 0.909091 0.0909091 0.0284164 198 0.0334008 +C21 {RED} {BROWN} 1 0 0.0276915 103 0.0173752 +C44 {GRAY, CINNAMON} {BLACK} 1 0 0.026885 100 0.0168691 +C15 {RED} {WHITE} 0.975207 0.0247934 0.0266781 121 0.0204116 +C9 {RED} {PINK} 1 0 0.0266161 99 0.0167004 +C39 {RED} {PURPLE, ORANGE, GREEN} 1 0 0.0255407 95 0.0160256 +C14 {GRAY, CINNAMON} {WHITE} 0.878173 0.121827 0.0230617 197 0.0332321 +C26 {GRAY, CINNAMON} {GRAY, YELLOW} 0.197044 0.802956 0.0209925 203 0.0342443 +C10 {YELLOW} {PINK} 0.183784 0.816216 0.0207999 185 0.0312078 +C13 {BROWN, PURPLE, GREEN} {WHITE} 0.820833 0.179167 0.0186554 240 0.0404858 +C28 {YELLOW} {GRAY, YELLOW} 0.223958 0.776042 0.0166169 192 0.0323887 +C22 {YELLOW} {BROWN} 1 0 0.0163998 61 0.0102901 +C38 {GRAY, CINNAMON} {PURPLE, ORANGE, GREEN} 0.892562 0.107438 0.0155895 121 0.0204116 +C46 {YELLOW} {BLACK} 1 0 0.0145179 54 0.00910931 +C31 {BROWN, PURPLE, GREEN} {CHOCOLATE} 1 0 0.0123671 46 0.00775978 +C12 {BUFF, PINK} {PINK} 0 1 0.0111522 34 0.00573549 +C16 {YELLOW} {WHITE} 0.877778 0.122222 0.0105078 90 0.0151822 +C54 {BUFF, PINK} {RED} 1 0 0.00887205 33 0.0055668 +C36 {BUFF, PINK} {CHOCOLATE} 0 1 0.00820014 25 0.00421727 +C47 {WHITE} {BLACK} 0.810811 0.189189 0.00798344 111 0.0187247 +C42 {BUFF, PINK} {PURPLE, ORANGE, GREEN} 0 1 0.00787214 24 0.00404858 +C29 {WHITE} {GRAY, YELLOW} 0.816327 0.183673 0.00735819 98 0.0165317 +C30 {BUFF, PINK} {GRAY, YELLOW} 0 1 0.00721613 22 0.0037112 +C23 {WHITE} {BROWN} 0.766423 0.233577 0.00677338 137 0.0231107 +C25 {BROWN, PURPLE, GREEN} {GRAY, YELLOW} 0.852941 0.147059 0.0066899 68 0.011471 +C32 {GRAY, CINNAMON} {CHOCOLATE} 0.373188 0.626812 0.00620231 276 0.0465587 +C49 {BROWN, PURPLE, GREEN} {RED} 1 0 0.0043016 16 0.00269906 +C51 {RED} {RED} 1 0 0.0043016 16 0.00269906 +C24 {BUFF, PINK} {BROWN} 0 1 0.00426408 13 0.00219298 +C41 {WHITE} {PURPLE, ORANGE, GREEN} 0.190476 0.809524 0.00226418 21 0.00354251 +C11 {WHITE} {PINK} 0.658065 0.341935 0.00208949 155 0.0261471 +C43 {BROWN, PURPLE, GREEN} {BLACK} 0.703704 0.296296 0.00207636 81 0.013664 +C17 {WHITE} {WHITE} 0.641892 0.358108 0.001501 148 0.0249663 +C27 {RED} {GRAY, YELLOW} 0 1 0.000984017 3 0.000506073 +C35 {WHITE} {CHOCOLATE} 0.655738 0.344262 0.000791155 61 0.0102901 +C8 {GRAY, CINNAMON} {PINK} 0.569682 0.430318 0.000440472 409 0.0689946 +C18 {BUFF, PINK} {WHITE} 0.513158 0.486842 2.95557e-05 76 0.0128205 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R04 +Variables + Type Name + Categorical GillColor + Categorical StalkRoot + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{BROWN, PURPLE, BLACK} 1456 0.245614 3 BROWN PURPLE BLACK +{PINK, YELLOW, RED, ...} 1265 0.213394 4 PINK YELLOW RED ORANGE +{BUFF} 1241 0.209345 1 BUFF +{CHOCOLATE, GRAY, GREEN} 1094 0.184548 3 CHOCOLATE GRAY GREEN * +{WHITE} 872 0.147099 1 WHITE +StalkRoot +Group Frequency Coverage Size Value list +{BULBOUS} 2649 0.446862 1 BULBOUS +{?, ROOTED} 1892 0.319163 2 ? ROOTED * +{EQUAL} 979 0.165148 1 EQUAL +{CLUB} 408 0.0688259 1 CLUB + +Cell frequencies + StalkRoot +GillColor {BULBOUS} {?, ROOTED} {EQUAL} {CLUB} Total Coverage +{BROWN, PURPLE, BLACK} 690 86 495 185 1456 0.245614 +{PINK, YELLOW, RED, ...} 716 284 245 20 1265 0.213394 +{BUFF} 0 1241 0 0 1241 0.209345 +{CHOCOLATE, GRAY, GREEN} 733 76 195 90 1094 0.184548 +{WHITE} 510 205 44 113 872 0.147099 +Total 2649 1892 979 408 5928 +Coverage 0.446862 0.319163 0.165148 0.0688259 + +Cells 17 +Cell Id GillColor StalkRoot EDIBLE POISONOUS Interest Frequency Coverage +C8 {BUFF} {?, ROOTED} 0 1 0.353226 1241 0.209345 +C4 {CHOCOLATE, GRAY, GREEN} {BULBOUS} 0 1 0.208634 733 0.12365 +C1 {BROWN, PURPLE, BLACK} {BULBOUS} 0.9 0.1 0.0810006 690 0.116397 +C7 {PINK, YELLOW, RED, ...} {?, ROOTED} 1 0 0.0662564 284 0.0479082 +C14 {CHOCOLATE, GRAY, GREEN} {EQUAL} 1 0 0.0454929 195 0.0328947 +C16 {BROWN, PURPLE, BLACK} {CLUB} 1 0 0.04316 185 0.0312078 +C5 {WHITE} {BULBOUS} 0.821569 0.178431 0.0345939 510 0.0860324 +C11 {BROWN, PURPLE, BLACK} {EQUAL} 0.810101 0.189899 0.0307218 495 0.083502 +C10 {WHITE} {?, ROOTED} 0.912195 0.0878049 0.0260478 205 0.0345816 +C19 {CHOCOLATE, GRAY, GREEN} {CLUB} 1 0 0.0209967 90 0.0151822 +C12 {PINK, YELLOW, RED, ...} {EQUAL} 0.853061 0.146939 0.0209336 245 0.0413293 +C6 {BROWN, PURPLE, BLACK} {?, ROOTED} 1 0 0.0200635 86 0.0145074 +C9 {CHOCOLATE, GRAY, GREEN} {?, ROOTED} 1 0 0.0177306 76 0.0128205 +C15 {WHITE} {EQUAL} 0 1 0.0125237 44 0.0074224 +C20 {WHITE} {CLUB} 0.840708 0.159292 0.00883767 113 0.0190621 +C17 {PINK, YELLOW, RED, ...} {CLUB} 0 1 0.0056926 20 0.00337382 +C2 {PINK, YELLOW, RED, ...} {BULBOUS} 0.446927 0.553073 0.00408821 716 0.120783 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R05 +Variables + Type Name + Categorical CapColor + Categorical CapShape + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{GRAY, WHITE, CINNAMON} 2247 0.379049 3 GRAY WHITE CINNAMON +{BROWN} 1624 0.273954 1 BROWN +{RED} 1074 0.181174 1 RED +{YELLOW} 733 0.12365 1 YELLOW +{BUFF, PINK} 227 0.0382928 2 BUFF PINK +{PURPLE, GREEN} 23 0.00387989 2 PURPLE GREEN * +CapShape +Group Frequency Coverage Size Value list +{CONVEX} 2705 0.456309 1 CONVEX +{FLAT, CONICAL} 2300 0.387989 2 FLAT CONICAL * +{KNOBBED} 587 0.0990216 1 KNOBBED +{BELL, SUNKEN} 336 0.0566802 2 BELL SUNKEN + +Cell frequencies + CapShape +CapColor {CONVEX} {FLAT, CONICAL} {KNOBBED} {BELL, SUNKEN} Total Coverage +{GRAY, WHITE, CINNAMON} 1121 869 74 183 2247 0.379049 +{BROWN} 650 654 271 49 1624 0.273954 +{RED} 438 417 219 0 1074 0.181174 +{YELLOW} 374 272 2 85 733 0.12365 +{BUFF, PINK} 110 77 21 19 227 0.0382928 +{PURPLE, GREEN} 12 11 0 0 23 0.00387989 +Total 2705 2300 587 336 5928 +Coverage 0.456309 0.387989 0.0990216 0.0566802 + +Cells 21 +Cell Id CapColor CapShape EDIBLE POISONOUS Interest Frequency Coverage +C15 {RED} {KNOBBED} 0.0273973 0.972603 0.238319 219 0.0369433 +C10 {YELLOW} {FLAT, CONICAL} 0.158088 0.841912 0.142695 272 0.0458839 +C19 {GRAY, WHITE, CINNAMON} {BELL, SUNKEN} 0.945355 0.0546448 0.132369 183 0.0308704 +C14 {BROWN} {KNOBBED} 0.221402 0.778598 0.0953086 271 0.0457152 +C22 {YELLOW} {BELL, SUNKEN} 0.964706 0.0352941 0.0697285 85 0.0143387 +C13 {GRAY, WHITE, CINNAMON} {KNOBBED} 0.959459 0.0405405 0.0586449 74 0.0124831 +C20 {BROWN} {BELL, SUNKEN} 0.959184 0.0408163 0.0387624 49 0.00826586 +C5 {BUFF, PINK} {CONVEX} 0.236364 0.763636 0.0348718 110 0.018556 +C1 {GRAY, WHITE, CINNAMON} {CONVEX} 0.620874 0.379126 0.0292378 1121 0.189103 +C4 {YELLOW} {CONVEX} 0.390374 0.609626 0.0267355 374 0.0630904 +C23 {BUFF, PINK} {BELL, SUNKEN} 0 1 0.0248872 19 0.00320513 +C17 {BUFF, PINK} {KNOBBED} 1 0 0.022546 21 0.00354251 +C7 {GRAY, WHITE, CINNAMON} {FLAT, CONICAL} 0.611047 0.388953 0.0177694 869 0.146592 +C2 {BROWN} {CONVEX} 0.615385 0.384615 0.0148515 650 0.109649 +C6 {PURPLE, GREEN} {CONVEX} 1 0 0.0128835 12 0.00202429 +C12 {PURPLE, GREEN} {FLAT, CONICAL} 1 0 0.0118098 11 0.0018556 +C11 {BUFF, PINK} {FLAT, CONICAL} 0.324675 0.675325 0.0117884 77 0.0129892 +C8 {BROWN} {FLAT, CONICAL} 0.600917 0.399083 0.0100516 654 0.110324 +C16 {YELLOW} {KNOBBED} 0 1 0.00261971 2 0.000337382 +C9 {RED} {FLAT, CONICAL} 0.494005 0.505995 0.00233828 417 0.0703441 +C3 {RED} {CONVEX} 0.5 0.5 0.00178176 438 0.0738866 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R06 +Variables + Type Name + Categorical CapSurface + Categorical GillColor + +Variables stats +CapSurface +Group Frequency Coverage Size Value list +{SCALY} 2282 0.384953 1 SCALY +{SMOOTH} 1935 0.326417 2 SMOOTH * +{FIBROUS} 1711 0.28863 1 FIBROUS +GillColor +Group Frequency Coverage Size Value list +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{PINK} 1080 0.182186 1 PINK +{WHITE} 872 0.147099 1 WHITE +{BROWN} 758 0.127868 1 BROWN +{CHOCOLATE} 559 0.0942982 1 CHOCOLATE +{GRAY} 517 0.0872132 1 GRAY +{PURPLE} 352 0.0593792 1 PURPLE +{BLACK} 346 0.0583671 1 BLACK +{YELLOW, ORANGE} 120 0.0202429 2 YELLOW ORANGE +{RED} 65 0.0109649 1 RED + +Cell frequencies + GillColor +CapSurface {BUFF, GREEN} {PINK} {WHITE} {BROWN} {CHOCOLATE} {GRAY} {PURPLE} {BLACK} {YELLOW, ORANGE} {RED} Total Coverage +{SCALY} 624 372 400 247 158 202 157 71 20 31 2282 0.384953 +{SMOOTH} 635 248 235 232 157 109 18 167 100 34 1935 0.326417 +{FIBROUS} 0 460 237 279 244 206 177 108 0 0 1711 0.28863 +Total 1259 1080 872 758 559 517 352 346 120 65 5928 +Coverage 0.212382 0.182186 0.147099 0.127868 0.0942982 0.0872132 0.0593792 0.0583671 0.0202429 0.0109649 + +Cells 27 +Cell Id CapSurface GillColor EDIBLE POISONOUS Interest Frequency Coverage +C2 {SMOOTH} {BUFF, GREEN} 0 1 0.242849 635 0.107119 +C1 {SCALY} {BUFF, GREEN} 0 1 0.238642 624 0.105263 +C9 {FIBROUS} {WHITE} 0.966245 0.0337553 0.0573474 237 0.0399798 +C12 {FIBROUS} {BROWN} 0.939068 0.0609319 0.0565933 279 0.0470648 +C19 {SCALY} {PURPLE} 1 0 0.0492141 157 0.0264845 +C7 {SCALY} {WHITE} 0.845 0.155 0.0433581 400 0.0674764 +C13 {SCALY} {CHOCOLATE} 0.0696203 0.93038 0.0396958 158 0.0266532 +C10 {SCALY} {BROWN} 0.902834 0.097166 0.0396866 247 0.0416667 +C24 {FIBROUS} {BLACK} 1 0 0.0338543 108 0.0182186 +C26 {SMOOTH} {YELLOW, ORANGE} 1 0 0.0313466 100 0.0168691 +C21 {FIBROUS} {PURPLE} 0.898305 0.101695 0.0276109 177 0.0298583 +C18 {FIBROUS} {GRAY} 0.218447 0.781553 0.0215805 206 0.0347503 +C11 {SMOOTH} {BROWN} 0.823276 0.176724 0.021421 232 0.0391363 +C23 {SMOOTH} {BLACK} 0.868263 0.131737 0.0213105 167 0.0281714 +C16 {SCALY} {GRAY} 0.227723 0.772277 0.0198625 202 0.0340756 +C29 {SMOOTH} {RED} 1 0 0.0106578 34 0.00573549 +C28 {SCALY} {RED} 1 0 0.00971744 31 0.00522942 +C25 {SCALY} {YELLOW, ORANGE} 0 1 0.00764878 20 0.00337382 +C15 {FIBROUS} {CHOCOLATE} 0.364754 0.635246 0.0070876 244 0.0411606 +C20 {SMOOTH} {PURPLE} 0 1 0.0068839 18 0.00303644 +C6 {FIBROUS} {PINK} 0.647826 0.352174 0.00606581 460 0.0775978 +C17 {SMOOTH} {GRAY} 0.743119 0.256881 0.0050295 109 0.0183873 +C22 {SCALY} {BLACK} 0.676056 0.323944 0.001472 71 0.0119771 +C5 {SMOOTH} {PINK} 0.572581 0.427419 0.000364844 248 0.0418354 +C8 {SMOOTH} {WHITE} 0.570213 0.429787 0.000304051 235 0.0396424 +C4 {SCALY} {PINK} 0.55914 0.44086 0.000229273 372 0.062753 +C14 {SMOOTH} {CHOCOLATE} 0.566879 0.433121 0.000166983 157 0.0264845 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R07 +Variables + Type Name + Categorical GillColor + Categorical GillSpacing + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{PINK} 1080 0.182186 1 PINK +{WHITE} 872 0.147099 1 WHITE +{BROWN} 758 0.127868 1 BROWN +{CHOCOLATE} 559 0.0942982 1 CHOCOLATE +{GRAY} 517 0.0872132 1 GRAY +{PURPLE} 352 0.0593792 1 PURPLE +{BLACK} 346 0.0583671 1 BLACK +{RED, ORANGE} 116 0.0195682 2 RED ORANGE +{YELLOW} 69 0.0116397 1 YELLOW +GillSpacing +Group Frequency Coverage Size Value list +{CLOSE} 4794 0.808704 1 CLOSE +{CROWDED} 1134 0.191296 1 CROWDED * + +Cell frequencies + GillSpacing +GillColor {CLOSE} {CROWDED} Total Coverage +{BUFF, GREEN} 1259 0 1259 0.212382 +{PINK} 785 295 1080 0.182186 +{WHITE} 723 149 872 0.147099 +{BROWN} 531 227 758 0.127868 +{CHOCOLATE} 381 178 559 0.0942982 +{GRAY} 434 83 517 0.0872132 +{PURPLE} 334 18 352 0.0593792 +{BLACK} 164 182 346 0.0583671 +{RED, ORANGE} 116 0 116 0.0195682 +{YELLOW} 67 2 69 0.0116397 +Total 4794 1134 5928 +Coverage 0.808704 0.191296 + +Cells 18 +Cell Id GillColor GillSpacing EDIBLE POISONOUS Interest Frequency Coverage +C1 {BUFF, GREEN} {CLOSE} 0 1 0.423108 1259 0.212382 +C5 {CHOCOLATE} {CLOSE} 0.0288714 0.971129 0.105467 381 0.0642713 +C4 {BROWN} {CLOSE} 0.875706 0.124294 0.0626376 531 0.0895749 +C7 {PURPLE} {CLOSE} 0.946108 0.0538922 0.0622854 334 0.0563428 +C12 {PINK} {CROWDED} 0.945763 0.0542373 0.0548907 295 0.0497638 +C18 {BLACK} {CROWDED} 1 0 0.0501332 182 0.0307018 +C15 {CHOCOLATE} {CROWDED} 1 0 0.0490314 178 0.030027 +C3 {WHITE} {CLOSE} 0.77455 0.22545 0.0393965 723 0.121964 +C14 {BROWN} {CROWDED} 0.929515 0.0704846 0.0380623 227 0.0382928 +C6 {GRAY} {CLOSE} 0.246544 0.753456 0.0328086 434 0.0732119 +C9 {RED, ORANGE} {CLOSE} 1 0 0.031953 116 0.0195682 +C13 {WHITE} {CROWDED} 0.946309 0.0536913 0.0278219 149 0.025135 +C17 {PURPLE} {CROWDED} 0 1 0.0060492 18 0.00303644 +C8 {BLACK} {CLOSE} 0.72561 0.27439 0.00553991 164 0.0276653 +C16 {GRAY} {CROWDED} 0.783133 0.216867 0.00487376 83 0.0140013 +C2 {PINK} {CLOSE} 0.470064 0.529936 0.00286255 785 0.132422 +C10 {YELLOW} {CLOSE} 0.731343 0.268657 0.00240664 67 0.0113023 +C20 {YELLOW} {CROWDED} 0 1 0.000672134 2 0.000337382 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R08 +Variables + Type Name + Categorical CapShape + Categorical CapSurface + +Variables stats +CapShape +Group Frequency Coverage Size Value list +{CONVEX, FLAT} 5003 0.843961 2 CONVEX FLAT +{KNOBBED, CONICAL} 589 0.099359 2 KNOBBED CONICAL * +{BELL, SUNKEN} 336 0.0566802 2 BELL SUNKEN +CapSurface +Group Frequency Coverage Size Value list +{SCALY, GROOVES} 2285 0.385459 2 SCALY GROOVES * +{SMOOTH} 1932 0.325911 1 SMOOTH +{FIBROUS} 1711 0.28863 1 FIBROUS + +Cell frequencies + CapSurface +CapShape {SCALY, GROOVES} {SMOOTH} {FIBROUS} Total Coverage +{CONVEX, FLAT} 1911 1471 1621 5003 0.843961 +{KNOBBED, CONICAL} 263 288 38 589 0.099359 +{BELL, SUNKEN} 111 173 52 336 0.0566802 +Total 2285 1932 1711 5928 +Coverage 0.385459 0.325911 0.28863 + +Cells 9 +Cell Id CapShape CapSurface EDIBLE POISONOUS Interest Frequency Coverage +C2 {KNOBBED, CONICAL} {SCALY, GROOVES} 0.121673 0.878327 0.282926 263 0.0443657 +C7 {CONVEX, FLAT} {FIBROUS} 0.681061 0.318939 0.205557 1621 0.273448 +C6 {BELL, SUNKEN} {SMOOTH} 0.919075 0.0809249 0.175893 173 0.0291835 +C5 {KNOBBED, CONICAL} {SMOOTH} 0.315972 0.684028 0.0797027 288 0.048583 +C9 {BELL, SUNKEN} {FIBROUS} 0.980769 0.0192308 0.0791749 52 0.00877193 +C3 {BELL, SUNKEN} {SCALY, GROOVES} 0.828829 0.171171 0.0608848 111 0.0187247 +C4 {CONVEX, FLAT} {SMOOTH} 0.452753 0.547247 0.0560103 1471 0.248144 +C8 {KNOBBED, CONICAL} {FIBROUS} 0.921053 0.0789474 0.0391292 38 0.00641026 +C1 {CONVEX, FLAT} {SCALY, GROOVES} 0.490842 0.509158 0.0207215 1911 0.322368 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R09 +Variables + Type Name + Categorical GillColor + Categorical RingNumber + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{BROWN, PURPLE, BLACK} 1456 0.245614 3 BROWN PURPLE BLACK +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{PINK, RED} 1145 0.193151 2 PINK RED +{WHITE} 872 0.147099 1 WHITE +{CHOCOLATE} 559 0.0942982 1 CHOCOLATE +{GRAY} 517 0.0872132 1 GRAY +{YELLOW, ORANGE} 120 0.0202429 2 YELLOW ORANGE +RingNumber +Group Frequency Coverage Size Value list +{ONE} 5484 0.925101 1 ONE +{TWO} 411 0.069332 1 TWO +{NONE} 33 0.0055668 1 NONE * + +Cell frequencies + RingNumber +GillColor {ONE} {TWO} {NONE} Total Coverage +{BROWN, PURPLE, BLACK} 1456 0 0 1456 0.245614 +{BUFF, GREEN} 1241 18 0 1259 0.212382 +{PINK, RED} 1014 131 0 1145 0.193151 +{WHITE} 677 180 15 872 0.147099 +{CHOCOLATE} 559 0 0 559 0.0942982 +{GRAY} 435 82 0 517 0.0872132 +{YELLOW, ORANGE} 102 0 18 120 0.0202429 +Total 5484 411 33 5928 +Coverage 0.925101 0.069332 0.0055668 + +Cells 13 +Cell Id GillColor RingNumber EDIBLE POISONOUS Interest Frequency Coverage +C2 {BUFF, GREEN} {ONE} 0 1 0.516047 1241 0.209345 +C1 {BROWN, PURPLE, BLACK} {ONE} 0.888049 0.111951 0.230826 1456 0.245614 +C4 {WHITE} {ONE} 0.799114 0.200886 0.0562162 677 0.114204 +C10 {PINK, RED} {TWO} 1 0 0.0446495 131 0.0220985 +C6 {GRAY} {ONE} 0.245977 0.754023 0.0408577 435 0.0733806 +C7 {YELLOW, ORANGE} {ONE} 0.980392 0.0196078 0.0295606 102 0.0172065 +C11 {WHITE} {TWO} 0.888889 0.111111 0.0286955 180 0.0303644 +C5 {CHOCOLATE} {ONE} 0.338104 0.661896 0.0237396 559 0.0942982 +C9 {BUFF, GREEN} {TWO} 0 1 0.00748497 18 0.00303644 +C21 {YELLOW, ORANGE} {NONE} 0 1 0.00748497 18 0.00303644 +C13 {GRAY} {TWO} 0.792683 0.207317 0.00645824 82 0.0138327 +C18 {WHITE} {NONE} 0 1 0.00623747 15 0.00253036 +C3 {PINK, RED} {ONE} 0.573964 0.426036 0.00174209 1014 0.171053 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R10 +Variables + Type Name + Categorical GillAttachment + Categorical GillColor + +Variables stats +GillAttachment +Group Frequency Coverage Size Value list +{FREE} 5771 0.973516 1 FREE +{ATTACHED} 157 0.0264845 1 ATTACHED * +GillColor +Group Frequency Coverage Size Value list +{BROWN, PURPLE, BLACK, ...} 1507 0.254217 4 BROWN PURPLE BLACK ORANGE +{BUFF, YELLOW, GREEN} 1328 0.224022 3 BUFF YELLOW GREEN * +{PINK} 1080 0.182186 1 PINK +{CHOCOLATE, GRAY} 1076 0.181511 2 CHOCOLATE GRAY +{WHITE} 872 0.147099 1 WHITE +{RED} 65 0.0109649 1 RED + +Cell frequencies + GillColor +GillAttachment {BROWN, PURPLE, BLACK, ...} {BUFF, YELLOW, GREEN} {PINK} {CHOCOLATE, GRAY} {WHITE} {RED} Total Coverage +{FREE} 1414 1271 1080 1076 865 65 5771 0.973516 +{ATTACHED} 93 57 0 0 7 0 157 0.0264845 +Total 1507 1328 1080 1076 872 65 5928 +Coverage 0.254217 0.224022 0.182186 0.181511 0.147099 0.0109649 + +Cells 9 +Cell Id GillAttachment GillColor EDIBLE POISONOUS Interest Frequency Coverage +C3 {FREE} {BUFF, YELLOW, GREEN} 0 1 0.560656 1271 0.214406 +C1 {FREE} {BROWN, PURPLE, BLACK, ...} 0.884724 0.115276 0.232598 1414 0.238529 +C9 {FREE} {WHITE} 0.810405 0.189595 0.0833999 865 0.145918 +C7 {FREE} {CHOCOLATE, GRAY} 0.335502 0.664498 0.0497912 1076 0.181511 +C2 {ATTACHED} {BROWN, PURPLE, BLACK, ...} 1 0 0.033625 93 0.0156883 +C11 {FREE} {RED} 1 0 0.0235014 65 0.0109649 +C4 {ATTACHED} {BUFF, YELLOW, GREEN} 0.859649 0.140351 0.00790485 57 0.00961538 +C5 {FREE} {PINK} 0.6 0.4 0.0054359 1080 0.182186 +C10 {ATTACHED} {WHITE} 0 1 0.0030878 7 0.00118084 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R11 +Variables + Type Name + Categorical GillColor + Categorical VeilColor + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{BROWN, PURPLE, BLACK} 1456 0.245614 3 BROWN PURPLE BLACK +{BUFF, YELLOW, ORANGE, ...} 1379 0.232625 4 BUFF YELLOW ORANGE GREEN * +{PINK} 1080 0.182186 1 PINK +{CHOCOLATE, GRAY} 1076 0.181511 2 CHOCOLATE GRAY +{WHITE} 872 0.147099 1 WHITE +{RED} 65 0.0109649 1 RED +VeilColor +Group Frequency Coverage Size Value list +{WHITE} 5781 0.975202 1 WHITE +{ORANGE, BROWN} 142 0.0239541 2 ORANGE BROWN +{YELLOW} 5 0.000843455 1 YELLOW * + +Cell frequencies + VeilColor +GillColor {WHITE} {ORANGE, BROWN} {YELLOW} Total Coverage +{BROWN, PURPLE, BLACK} 1414 42 0 1456 0.245614 +{BUFF, YELLOW, ORANGE, ...} 1277 100 2 1379 0.232625 +{PINK} 1080 0 0 1080 0.182186 +{CHOCOLATE, GRAY} 1076 0 0 1076 0.181511 +{WHITE} 869 0 3 872 0.147099 +{RED} 65 0 0 65 0.0109649 +Total 5781 142 5 5928 +Coverage 0.975202 0.0239541 0.000843455 + +Cells 10 +Cell Id GillColor VeilColor EDIBLE POISONOUS Interest Frequency Coverage +C2 {BUFF, YELLOW, ORANGE, ...} {WHITE} 0 1 0.557988 1277 0.215418 +C1 {BROWN, PURPLE, BLACK} {WHITE} 0.884724 0.115276 0.230403 1414 0.238529 +C5 {WHITE} {WHITE} 0.806674 0.193326 0.0805813 869 0.146592 +C4 {CHOCOLATE, GRAY} {WHITE} 0.335502 0.664498 0.0493214 1076 0.181511 +C8 {BUFF, YELLOW, ORANGE, ...} {ORANGE, BROWN} 1 0 0.0358148 100 0.0168691 +C6 {RED} {WHITE} 1 0 0.0232796 65 0.0109649 +C7 {BROWN, PURPLE, BLACK} {ORANGE, BROWN} 1 0 0.0150422 42 0.00708502 +C3 {PINK} {WHITE} 0.6 0.4 0.00538461 1080 0.182186 +C17 {WHITE} {YELLOW} 0 1 0.00131086 3 0.000506073 +C14 {BUFF, YELLOW, ORANGE, ...} {YELLOW} 0 1 0.000873905 2 0.000337382 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R12 +Variables + Type Name + Categorical CapShape + Categorical GillColor + +Variables stats +CapShape +Group Frequency Coverage Size Value list +{CONVEX} 2705 0.456309 1 CONVEX +{FLAT} 2298 0.387652 1 FLAT +{KNOBBED, BELL, SUNKEN} 923 0.155702 3 KNOBBED BELL SUNKEN +{CONICAL} 2 0.000337382 1 CONICAL * +GillColor +Group Frequency Coverage Size Value list +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{BROWN, BLACK, RED, ...} 1220 0.205803 4 BROWN BLACK RED ORANGE +{PINK} 1080 0.182186 1 PINK +{WHITE, YELLOW} 941 0.158738 2 WHITE YELLOW +{CHOCOLATE} 559 0.0942982 1 CHOCOLATE +{GRAY} 517 0.0872132 1 GRAY +{PURPLE} 352 0.0593792 1 PURPLE + +Cell frequencies + GillColor +CapShape {BUFF, GREEN} {BROWN, BLACK, RED, ...} {PINK} {WHITE, YELLOW} {CHOCOLATE} {GRAY} {PURPLE} Total Coverage +{CONVEX} 419 595 549 401 283 266 192 2705 0.456309 +{FLAT} 421 461 484 344 276 152 160 2298 0.387652 +{KNOBBED, BELL, SUNKEN} 419 164 47 194 0 99 0 923 0.155702 +{CONICAL} 0 0 0 2 0 0 0 2 0.000337382 +Total 1259 1220 1080 941 559 517 352 5928 +Coverage 0.212382 0.205803 0.182186 0.158738 0.0942982 0.0872132 0.0593792 + +Cells 20 +Cell Id CapShape GillColor EDIBLE POISONOUS Interest Frequency Coverage +C2 {FLAT} {BUFF, GREEN} 0 1 0.170988 421 0.0710189 +C1 {CONVEX} {BUFF, GREEN} 0 1 0.170176 419 0.0706815 +C3 {KNOBBED, BELL, SUNKEN} {BUFF, GREEN} 0 1 0.170176 419 0.0706815 +C5 {CONVEX} {BROWN, BLACK, RED, ...} 0.863866 0.136134 0.0782299 595 0.100371 +C6 {FLAT} {BROWN, BLACK, RED, ...} 0.900217 0.0997831 0.0773317 461 0.0777665 +C7 {KNOBBED, BELL, SUNKEN} {BROWN, BLACK, RED, ...} 1 0 0.0545953 164 0.0276653 +C26 {FLAT} {PURPLE} 1 0 0.0532637 160 0.0269906 +C22 {FLAT} {GRAY} 0.0394737 0.960526 0.0478678 152 0.025641 +C13 {CONVEX} {WHITE, YELLOW} 0.840399 0.159601 0.044651 401 0.0676451 +C23 {KNOBBED, BELL, SUNKEN} {GRAY} 0.929293 0.0707071 0.0200329 99 0.0167004 +C21 {CONVEX} {GRAY} 0.278195 0.721805 0.0190589 266 0.0448718 +C25 {CONVEX} {PURPLE} 0.8125 0.1875 0.0173269 192 0.0323887 +C15 {KNOBBED, BELL, SUNKEN} {WHITE, YELLOW} 0.809278 0.190722 0.0170698 194 0.032726 +C14 {FLAT} {WHITE, YELLOW} 0.744186 0.255814 0.0170377 344 0.0580297 +C11 {KNOBBED, BELL, SUNKEN} {PINK} 1 0 0.0156462 47 0.00792848 +C17 {CONVEX} {CHOCOLATE} 0.335689 0.664311 0.0120344 283 0.0477395 +C18 {FLAT} {CHOCOLATE} 0.34058 0.65942 0.0111562 276 0.0465587 +C9 {CONVEX} {PINK} 0.588342 0.411658 0.00171664 549 0.0926113 +C10 {FLAT} {PINK} 0.57438 0.42562 0.000829378 484 0.0816464 +C16 {CONICAL} {WHITE, YELLOW} 0 1 0.000812294 2 0.000337382 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R13 +Variables + Type Name + Categorical GillColor + Categorical StalkColorBelowRing + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{WHITE, PURPLE, YELLOW, ...} 1344 0.226721 4 WHITE PURPLE YELLOW ORANGE +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{BROWN, BLACK, RED} 1169 0.1972 3 BROWN BLACK RED +{PINK} 1080 0.182186 1 PINK +{CHOCOLATE, GRAY} 1076 0.181511 2 CHOCOLATE GRAY +StalkColorBelowRing +Group Frequency Coverage Size Value list +{WHITE} 3303 0.557186 1 WHITE +{PINK, ORANGE, RED} 1518 0.256073 3 PINK ORANGE RED +{BROWN, BUFF} 664 0.112011 2 BROWN BUFF +{GRAY} 394 0.0664642 1 GRAY +{CINNAMON, YELLOW} 49 0.00826586 2 CINNAMON YELLOW * + +Cell frequencies + StalkColorBelowRing +GillColor {WHITE} {PINK, ORANGE, RED} {BROWN, BUFF} {GRAY} {CINNAMON, YELLOW} Total Coverage +{WHITE, PURPLE, YELLOW, ...} 677 341 70 207 49 1344 0.226721 +{BUFF, GREEN} 642 617 0 0 0 1259 0.212382 +{BROWN, BLACK, RED} 909 167 0 93 0 1169 0.1972 +{PINK} 592 199 195 94 0 1080 0.182186 +{CHOCOLATE, GRAY} 483 194 399 0 0 1076 0.181511 +Total 3303 1518 664 394 49 5928 +Coverage 0.557186 0.256073 0.112011 0.0664642 0.00826586 + +Cells 17 +Cell Id GillColor StalkColorBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C2 {BUFF, GREEN} {WHITE} 0 1 0.189436 642 0.1083 +C7 {BUFF, GREEN} {PINK, ORANGE, RED} 0 1 0.182059 617 0.104082 +C15 {CHOCOLATE, GRAY} {BROWN, BUFF} 0 1 0.117734 399 0.0673077 +C3 {BROWN, BLACK, RED} {WHITE} 0.860286 0.139714 0.0847002 909 0.15334 +C6 {WHITE, PURPLE, YELLOW, ...} {PINK, ORANGE, RED} 1 0 0.0824727 341 0.0575236 +C14 {PINK} {BROWN, BUFF} 0 1 0.057539 195 0.0328947 +C10 {CHOCOLATE, GRAY} {PINK, ORANGE, RED} 0 1 0.0572439 194 0.032726 +C16 {WHITE, PURPLE, YELLOW, ...} {GRAY} 1 0 0.0500641 207 0.034919 +C8 {BROWN, BLACK, RED} {PINK, ORANGE, RED} 1 0 0.0403898 167 0.0281714 +C4 {PINK} {WHITE} 0.768581 0.231419 0.026851 592 0.099865 +C1 {WHITE, PURPLE, YELLOW, ...} {WHITE} 0.747415 0.252585 0.0251523 677 0.114204 +C19 {PINK} {GRAY} 1 0 0.0227344 94 0.015857 +C18 {BROWN, BLACK, RED} {GRAY} 1 0 0.0224925 93 0.0156883 +C5 {CHOCOLATE, GRAY} {WHITE} 0.747412 0.252588 0.0179442 483 0.0814777 +C21 {WHITE, PURPLE, YELLOW, ...} {CINNAMON, YELLOW} 0 1 0.0144585 49 0.00826586 +C11 {WHITE, PURPLE, YELLOW, ...} {BROWN, BUFF} 0.9 0.1 0.0085189 70 0.0118084 +C9 {PINK} {PINK, ORANGE, RED} 0.497487 0.502513 0.000209939 199 0.0335695 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R14 +Variables + Type Name + Categorical GillColor + Categorical RingType + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{PINK, GRAY, BLACK, ...} 2008 0.338731 4 PINK GRAY BLACK RED +{BUFF, YELLOW, ORANGE} 1361 0.229588 3 BUFF YELLOW ORANGE +{BROWN, PURPLE} 1110 0.187247 2 BROWN PURPLE +{WHITE} 872 0.147099 1 WHITE +{CHOCOLATE, GREEN} 577 0.0973347 2 CHOCOLATE GREEN * +RingType +Group Frequency Coverage Size Value list +{PENDANT} 2787 0.470142 1 PENDANT +{EVANESCENT, FLARING} 2220 0.374494 2 EVANESCENT FLARING +{LARGE, NONE} 921 0.155364 2 LARGE NONE * + +Cell frequencies + RingType +GillColor {PENDANT} {EVANESCENT, FLARING} {LARGE, NONE} Total Coverage +{PINK, GRAY, BLACK, ...} 977 445 586 2008 0.338731 +{BUFF, YELLOW, ORANGE} 100 1243 18 1361 0.229588 +{BROWN, PURPLE} 914 196 0 1110 0.187247 +{WHITE} 710 147 15 872 0.147099 +{CHOCOLATE, GREEN} 86 189 302 577 0.0973347 +Total 2787 2220 921 5928 +Coverage 0.470142 0.374494 0.155364 + +Cells 14 +Cell Id GillColor RingType EDIBLE POISONOUS Interest Frequency Coverage +C7 {BUFF, YELLOW, ORANGE} {EVANESCENT, FLARING} 0 1 0.339664 1243 0.209683 +C11 {PINK, GRAY, BLACK, ...} {LARGE, NONE} 0 1 0.160131 586 0.0988529 +C6 {PINK, GRAY, BLACK, ...} {EVANESCENT, FLARING} 1 0 0.0996705 445 0.0750675 +C3 {BROWN, PURPLE} {PENDANT} 0.870897 0.129103 0.084851 914 0.154184 +C15 {CHOCOLATE, GREEN} {LARGE, NONE} 0 1 0.0825249 302 0.0509447 +C8 {BROWN, PURPLE} {EVANESCENT, FLARING} 1 0 0.0438998 196 0.0330634 +C10 {CHOCOLATE, GREEN} {EVANESCENT, FLARING} 1 0 0.0423319 189 0.0318826 +C4 {WHITE} {PENDANT} 0.809859 0.190141 0.042225 710 0.119771 +C1 {PINK, GRAY, BLACK, ...} {PENDANT} 0.758444 0.241556 0.0373764 977 0.164811 +C5 {CHOCOLATE, GREEN} {PENDANT} 0 1 0.0235005 86 0.0145074 +C2 {BUFF, YELLOW, ORANGE} {PENDANT} 1 0 0.0223979 100 0.0168691 +C9 {WHITE} {EVANESCENT, FLARING} 0.857143 0.142857 0.0124097 147 0.0247976 +C12 {BUFF, YELLOW, ORANGE} {LARGE, NONE} 0 1 0.0049187 18 0.00303644 +C14 {WHITE} {LARGE, NONE} 0 1 0.00409892 15 0.00253036 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R15 +Variables + Type Name + Categorical GillColor + Categorical Habitat + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{BUFF, GRAY} 1758 0.296559 2 BUFF GRAY +{BROWN, PURPLE, BLACK, ...} 1507 0.254217 4 BROWN PURPLE BLACK ORANGE +{PINK} 1080 0.182186 1 PINK +{WHITE, RED} 937 0.158063 2 WHITE RED +{CHOCOLATE} 559 0.0942982 1 CHOCOLATE +{YELLOW, GREEN} 87 0.0146761 2 YELLOW GREEN * +Habitat +Group Frequency Coverage Size Value list +{WOODS} 2224 0.375169 1 WOODS +{GRASSES} 1684 0.284076 1 GRASSES +{PATHS, LEAVES} 1420 0.239541 2 PATHS LEAVES +{URBAN} 251 0.0423414 1 URBAN +{MEADOWS} 220 0.037112 1 MEADOWS +{WASTE} 129 0.0217611 1 WASTE * + +Cell frequencies + Habitat +GillColor {WOODS} {GRASSES} {PATHS, LEAVES} {URBAN} {MEADOWS} {WASTE} Total Coverage +{BUFF, GRAY} 544 206 935 17 56 0 1758 0.296559 +{BROWN, PURPLE, BLACK, ...} 699 520 112 79 97 0 1507 0.254217 +{PINK} 453 428 126 73 0 0 1080 0.182186 +{WHITE, RED} 385 210 106 50 57 129 937 0.158063 +{CHOCOLATE} 125 312 90 32 0 0 559 0.0942982 +{YELLOW, GREEN} 18 8 51 0 10 0 87 0.0146761 +Total 2224 1684 1420 251 220 129 5928 +Coverage 0.375169 0.284076 0.239541 0.0423414 0.037112 0.0217611 + +Cells 28 +Cell Id GillColor Habitat EDIBLE POISONOUS Interest Frequency Coverage +C13 {BUFF, GRAY} {PATHS, LEAVES} 0 1 0.312133 935 0.157726 +C1 {BUFF, GRAY} {WOODS} 0 1 0.181605 544 0.0917679 +C2 {BROWN, PURPLE, BLACK, ...} {WOODS} 0.901288 0.0987124 0.097054 699 0.117915 +C8 {BROWN, PURPLE, BLACK, ...} {GRASSES} 0.909615 0.0903846 0.0762128 520 0.0877193 +C4 {WHITE, RED} {WOODS} 0.914286 0.0857143 0.0581542 385 0.064946 +C34 {WHITE, RED} {WASTE} 1 0 0.0352977 129 0.0217611 +C14 {BROWN, PURPLE, BLACK, ...} {PATHS, LEAVES} 1 0 0.0306461 112 0.0188934 +C17 {CHOCOLATE} {PATHS, LEAVES} 0 1 0.0300449 90 0.0151822 +C26 {BROWN, PURPLE, BLACK, ...} {MEADOWS} 1 0 0.0265417 97 0.016363 +C5 {CHOCOLATE} {WOODS} 0.088 0.912 0.0248062 125 0.0210864 +C16 {WHITE, RED} {PATHS, LEAVES} 0.924528 0.0754717 0.0171004 106 0.0178812 +C22 {WHITE, RED} {URBAN} 0 1 0.0166916 50 0.00843455 +C3 {PINK} {WOODS} 0.724062 0.275938 0.0149462 453 0.076417 +C15 {PINK} {PATHS, LEAVES} 0.18254 0.81746 0.0145298 126 0.0212551 +C23 {CHOCOLATE} {URBAN} 0 1 0.0106826 32 0.00539811 +C18 {YELLOW, GREEN} {PATHS, LEAVES} 0.960784 0.0392157 0.0103907 51 0.00860324 +C25 {BUFF, GRAY} {MEADOWS} 0.875 0.125 0.00653065 56 0.00944669 +C6 {YELLOW, GREEN} {WOODS} 0 1 0.00600898 18 0.00303644 +C28 {WHITE, RED} {MEADOWS} 0.842105 0.157895 0.00528179 57 0.00961538 +C9 {PINK} {GRASSES} 0.649533 0.350467 0.00507816 428 0.0721997 +C21 {PINK} {URBAN} 0.260274 0.739726 0.00494847 73 0.0123144 +C19 {BUFF, GRAY} {URBAN} 1 0 0.00465163 17 0.00286775 +C30 {YELLOW, GREEN} {MEADOWS} 0 1 0.00333832 10 0.00168691 +C10 {WHITE, RED} {GRASSES} 0.661905 0.338095 0.00306622 210 0.0354251 +C12 {YELLOW, GREEN} {GRASSES} 0 1 0.00267066 8 0.00134953 +C20 {BROWN, PURPLE, BLACK, ...} {URBAN} 0.405063 0.594937 0.00115912 79 0.0133266 +C11 {CHOCOLATE} {GRASSES} 0.570513 0.429487 0.000358317 312 0.0526316 +C7 {BUFF, GRAY} {GRASSES} 0.514563 0.485437 7.11164e-05 206 0.0347503 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R16 +Variables + Type Name + Categorical GillColor + Categorical Population + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{WHITE, BROWN} 1630 0.274966 2 WHITE BROWN +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{PINK} 1080 0.182186 1 PINK +{CHOCOLATE, GRAY} 1076 0.181511 2 CHOCOLATE GRAY +{PURPLE} 352 0.0593792 1 PURPLE +{BLACK} 346 0.0583671 1 BLACK +{RED, ORANGE} 116 0.0195682 2 RED ORANGE +{YELLOW} 69 0.0116397 1 YELLOW +Population +Group Frequency Coverage Size Value list +{SEVERAL} 2890 0.487517 1 SEVERAL +{SCATTERED, CLUSTERED} 1210 0.204116 2 SCATTERED CLUSTERED * +{SOLITARY} 1178 0.198718 1 SOLITARY +{ABUNDANT, NUMEROUS} 650 0.109649 2 ABUNDANT NUMEROUS + +Cell frequencies + Population +GillColor {SEVERAL} {SCATTERED, CLUSTERED} {SOLITARY} {ABUNDANT, NUMEROUS} Total Coverage +{WHITE, BROWN} 594 445 368 223 1630 0.274966 +{BUFF, GREEN} 1259 0 0 0 1259 0.212382 +{PINK} 403 212 335 130 1080 0.182186 +{CHOCOLATE, GRAY} 379 228 311 158 1076 0.181511 +{PURPLE} 178 18 156 0 352 0.0593792 +{BLACK} 31 168 8 139 346 0.0583671 +{RED, ORANGE} 23 93 0 0 116 0.0195682 +{YELLOW} 23 46 0 0 69 0.0116397 +Total 2890 1210 1178 650 5928 +Coverage 0.487517 0.204116 0.198718 0.109649 + +Cells 24 +Cell Id GillColor Population EDIBLE POISONOUS Interest Frequency Coverage +C2 {BUFF, GREEN} {SEVERAL} 0 1 0.390285 1259 0.212382 +C4 {CHOCOLATE, GRAY} {SEVERAL} 0.0290237 0.970976 0.0966893 379 0.0639339 +C17 {WHITE, BROWN} {SOLITARY} 1 0 0.0935045 368 0.0620783 +C20 {CHOCOLATE, GRAY} {SOLITARY} 0.0546624 0.945338 0.0687195 311 0.0524629 +C25 {WHITE, BROWN} {ABUNDANT, NUMEROUS} 1 0 0.0566617 223 0.0376181 +C28 {CHOCOLATE, GRAY} {ABUNDANT, NUMEROUS} 1 0 0.040146 158 0.0266532 +C21 {PURPLE} {SOLITARY} 1 0 0.0396378 156 0.0263158 +C30 {BLACK} {ABUNDANT, NUMEROUS} 1 0 0.0353183 139 0.023448 +C27 {PINK} {ABUNDANT, NUMEROUS} 1 0 0.0330315 130 0.0219298 +C1 {WHITE, BROWN} {SEVERAL} 0.765993 0.234007 0.0276467 594 0.100202 +C15 {RED, ORANGE} {SCATTERED, CLUSTERED} 1 0 0.0236302 93 0.0156883 +C5 {PURPLE} {SEVERAL} 0.898876 0.101124 0.0225915 178 0.030027 +C14 {BLACK} {SCATTERED, CLUSTERED} 0.863095 0.136905 0.0167697 168 0.0283401 +C9 {WHITE, BROWN} {SCATTERED, CLUSTERED} 0.74382 0.25618 0.016761 445 0.0750675 +C12 {CHOCOLATE, GRAY} {SCATTERED, CLUSTERED} 0.767544 0.232456 0.0107627 228 0.0384615 +C7 {RED, ORANGE} {SEVERAL} 1 0 0.00584403 23 0.00387989 +C8 {YELLOW} {SEVERAL} 1 0 0.00584403 23 0.00387989 +C13 {PURPLE} {SCATTERED, CLUSTERED} 0 1 0.00557993 18 0.00303644 +C11 {PINK} {SCATTERED, CLUSTERED} 0.688679 0.311321 0.00424296 212 0.0357625 +C3 {PINK} {SEVERAL} 0.449132 0.550868 0.0023813 403 0.0679825 +C22 {BLACK} {SOLITARY} 1 0 0.00203271 8 0.00134953 +C6 {BLACK} {SEVERAL} 0.290323 0.709677 0.00153351 31 0.00522942 +C19 {PINK} {SOLITARY} 0.570149 0.429851 0.000350083 335 0.0565115 +C16 {YELLOW} {SCATTERED, CLUSTERED} 0.565217 0.434783 3.56941e-05 46 0.00775978 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R17 +Variables + Type Name + Categorical GillColor + Categorical StalkColorAboveRing + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{WHITE, PURPLE, YELLOW, ...} 1344 0.226721 4 WHITE PURPLE YELLOW ORANGE +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{BROWN, BLACK, RED} 1169 0.1972 3 BROWN BLACK RED +{PINK} 1080 0.182186 1 PINK +{CHOCOLATE, GRAY} 1076 0.181511 2 CHOCOLATE GRAY +StalkColorAboveRing +Group Frequency Coverage Size Value list +{WHITE} 3361 0.56697 1 WHITE +{PINK} 1314 0.22166 1 PINK +{GRAY, ORANGE, RED} 615 0.103745 3 GRAY ORANGE RED +{BROWN, BUFF} 600 0.101215 2 BROWN BUFF +{CINNAMON, YELLOW} 38 0.00641026 2 CINNAMON YELLOW * + +Cell frequencies + StalkColorAboveRing +GillColor {WHITE} {PINK} {GRAY, ORANGE, RED} {BROWN, BUFF} {CINNAMON, YELLOW} Total Coverage +{WHITE, PURPLE, YELLOW, ...} 745 208 343 10 38 1344 0.226721 +{BUFF, GREEN} 639 620 0 0 0 1259 0.212382 +{BROWN, BLACK, RED} 901 94 174 0 0 1169 0.1972 +{PINK} 593 195 98 194 0 1080 0.182186 +{CHOCOLATE, GRAY} 483 197 0 396 0 1076 0.181511 +Total 3361 1314 615 600 38 5928 +Coverage 0.56697 0.22166 0.103745 0.101215 0.00641026 + +Cells 17 +Cell Id GillColor StalkColorAboveRing EDIBLE POISONOUS Interest Frequency Coverage +C2 {BUFF, GREEN} {WHITE} 0 1 0.189481 639 0.107794 +C7 {BUFF, GREEN} {PINK} 0 1 0.183847 620 0.104588 +C20 {CHOCOLATE, GRAY} {BROWN, BUFF} 0 1 0.117425 396 0.0668016 +C3 {BROWN, BLACK, RED} {WHITE} 0.859046 0.140954 0.0836431 901 0.151991 +C11 {WHITE, PURPLE, YELLOW, ...} {GRAY, ORANGE, RED} 1 0 0.0833658 343 0.057861 +C10 {CHOCOLATE, GRAY} {PINK} 0 1 0.058416 197 0.0332321 +C19 {PINK} {BROWN, BUFF} 0 1 0.0575264 194 0.032726 +C6 {WHITE, PURPLE, YELLOW, ...} {PINK} 1 0 0.0505542 208 0.0350877 +C13 {BROWN, BLACK, RED} {GRAY, ORANGE, RED} 1 0 0.0422905 174 0.0293522 +C1 {WHITE, PURPLE, YELLOW, ...} {WHITE} 0.746309 0.253691 0.0275135 745 0.125675 +C4 {PINK} {WHITE} 0.768971 0.231029 0.0271245 593 0.100034 +C14 {PINK} {GRAY, ORANGE, RED} 1 0 0.0238188 98 0.0165317 +C8 {BROWN, BLACK, RED} {PINK} 1 0 0.0228466 94 0.015857 +C5 {CHOCOLATE, GRAY} {WHITE} 0.747412 0.252588 0.0180327 483 0.0814777 +C21 {WHITE, PURPLE, YELLOW, ...} {CINNAMON, YELLOW} 0 1 0.0112681 38 0.00641026 +C16 {WHITE, PURPLE, YELLOW, ...} {BROWN, BUFF} 1 0 0.00243049 10 0.00168691 +C9 {PINK} {PINK} 0.482051 0.517949 0.000415499 195 0.0328947 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R18 +Variables + Type Name + Categorical Bruise + Categorical GillColor + +Variables stats +Bruise +Group Frequency Coverage Size Value list +{NO} 3568 0.601889 1 NO +{BRUISES} 2360 0.398111 1 BRUISES * +GillColor +Group Frequency Coverage Size Value list +{BUFF} 1241 0.209345 1 BUFF +{PINK} 1080 0.182186 1 PINK +{WHITE, YELLOW} 941 0.158738 2 WHITE YELLOW +{BROWN} 758 0.127868 1 BROWN +{CHOCOLATE, GREEN} 577 0.0973347 2 CHOCOLATE GREEN * +{GRAY} 517 0.0872132 1 GRAY +{PURPLE, RED} 417 0.0703441 2 PURPLE RED +{BLACK, ORANGE} 397 0.0669703 2 BLACK ORANGE + +Cell frequencies + GillColor +Bruise {BUFF} {PINK} {WHITE, YELLOW} {BROWN} {CHOCOLATE, GREEN} {GRAY} {PURPLE, RED} {BLACK, ORANGE} Total Coverage +{NO} 1241 610 244 277 491 410 45 250 3568 0.601889 +{BRUISES} 0 470 697 481 86 107 372 147 2360 0.398111 +Total 1241 1080 941 758 577 517 417 397 5928 +Coverage 0.209345 0.182186 0.158738 0.127868 0.0973347 0.0872132 0.0703441 0.0669703 + +Cells 15 +Cell Id Bruise GillColor EDIBLE POISONOUS Interest Frequency Coverage +C1 {NO} {BUFF} 0 1 0.474767 1241 0.209345 +C14 {BRUISES} {PURPLE, RED} 1 0 0.116649 372 0.062753 +C15 {NO} {BLACK, ORANGE} 1 0 0.0783929 250 0.0421727 +C8 {BRUISES} {BROWN} 0.898129 0.101871 0.0749719 481 0.0811404 +C6 {BRUISES} {WHITE, YELLOW} 0.806313 0.193687 0.056425 697 0.117578 +C11 {NO} {GRAY} 0.2 0.8 0.0485215 410 0.0691633 +C7 {NO} {BROWN} 0.880866 0.119134 0.0385117 277 0.0467274 +C10 {BRUISES} {CHOCOLATE, GREEN} 0 1 0.0329008 86 0.0145074 +C4 {BRUISES} {PINK} 0.776596 0.223404 0.0296843 470 0.0792848 +C5 {NO} {WHITE, YELLOW} 0.770492 0.229508 0.0145977 244 0.0411606 +C12 {BRUISES} {GRAY} 0.841121 0.158879 0.0112817 107 0.0180499 +C9 {NO} {CHOCOLATE, GREEN} 0.384929 0.615071 0.0110477 491 0.0828273 +C13 {NO} {PURPLE, RED} 0.2 0.8 0.00532553 45 0.00759109 +C16 {BRUISES} {BLACK, ORANGE} 0.693878 0.306122 0.00388635 147 0.0247976 +C3 {NO} {PINK} 0.463934 0.536066 0.00303751 610 0.102901 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R19 +Variables + Type Name + Categorical GillColor + Categorical StalkSurfaceBelowRing + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{PINK, GRAY} 1597 0.269399 2 PINK GRAY +{BROWN, PURPLE, BLACK} 1456 0.245614 3 BROWN PURPLE BLACK +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{WHITE} 872 0.147099 1 WHITE +{CHOCOLATE} 559 0.0942982 1 CHOCOLATE +{YELLOW, RED, ORANGE} 185 0.0312078 3 YELLOW RED ORANGE +StalkSurfaceBelowRing +Group Frequency Coverage Size Value list +{SMOOTH} 3587 0.605094 1 SMOOTH +{SILKY} 1604 0.27058 1 SILKY +{FIBROUS} 544 0.0917679 1 FIBROUS +{SCALY} 193 0.0325574 1 SCALY * + +Cell frequencies + StalkSurfaceBelowRing +GillColor {SMOOTH} {SILKY} {FIBROUS} {SCALY} Total Coverage +{PINK, GRAY} 756 649 147 45 1597 0.269399 +{BROWN, PURPLE, BLACK} 1230 0 191 35 1456 0.245614 +{BUFF, GREEN} 642 617 0 0 1259 0.212382 +{WHITE} 675 36 68 93 872 0.147099 +{CHOCOLATE} 119 302 138 0 559 0.0942982 +{YELLOW, RED, ORANGE} 165 0 0 20 185 0.0312078 +Total 3587 1604 544 193 5928 +Coverage 0.605094 0.27058 0.0917679 0.0325574 + +Cells 18 +Cell Id GillColor StalkSurfaceBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C3 {BUFF, GREEN} {SMOOTH} 0 1 0.204744 642 0.1083 +C9 {BUFF, GREEN} {SILKY} 0 1 0.196772 617 0.104082 +C2 {BROWN, PURPLE, BLACK} {SMOOTH} 0.86748 0.13252 0.130185 1230 0.20749 +C7 {PINK, GRAY} {SILKY} 0.0970724 0.902928 0.117092 649 0.10948 +C11 {CHOCOLATE} {SILKY} 0 1 0.0963128 302 0.0509447 +C4 {WHITE} {SMOOTH} 0.848889 0.151111 0.0627366 675 0.113866 +C14 {BROWN, PURPLE, BLACK} {FIBROUS} 1 0 0.0499274 191 0.03222 +C1 {PINK, GRAY} {SMOOTH} 0.792328 0.207672 0.0455303 756 0.12753 +C6 {YELLOW, RED, ORANGE} {SMOOTH} 1 0 0.043131 165 0.027834 +C19 {PINK, GRAY} {SCALY} 1 0 0.011763 45 0.00759109 +C10 {WHITE} {SILKY} 1 0 0.0094104 36 0.00607287 +C20 {BROWN, PURPLE, BLACK} {SCALY} 1 0 0.009149 35 0.00590418 +C13 {PINK, GRAY} {FIBROUS} 0.768707 0.231293 0.00721442 147 0.0247976 +C24 {YELLOW, RED, ORANGE} {SCALY} 0 1 0.00637833 20 0.00337382 +C17 {CHOCOLATE} {FIBROUS} 0.73913 0.26087 0.0051001 138 0.0232794 +C5 {CHOCOLATE} {SMOOTH} 0.731092 0.268908 0.0040456 119 0.0200742 +C22 {WHITE} {SCALY} 0.612903 0.387097 0.000485891 93 0.0156883 +C16 {WHITE} {FIBROUS} 0.514706 0.485294 2.21052e-05 68 0.011471 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R20 +Variables + Type Name + Categorical GillColor + Categorical StalkSurfaceAboveRing + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{WHITE, PURPLE} 1224 0.206478 2 WHITE PURPLE +{BROWN, BLACK} 1104 0.186235 2 BROWN BLACK +{PINK} 1080 0.182186 1 PINK +{CHOCOLATE} 559 0.0942982 1 CHOCOLATE +{GRAY} 517 0.0872132 1 GRAY +{YELLOW, RED, ORANGE} 185 0.0312078 3 YELLOW RED ORANGE +StalkSurfaceAboveRing +Group Frequency Coverage Size Value list +{SMOOTH} 3753 0.633097 1 SMOOTH +{SILKY, SCALY} 1668 0.281377 2 SILKY SCALY * +{FIBROUS} 507 0.0855263 1 FIBROUS + +Cell frequencies + StalkSurfaceAboveRing +GillColor {SMOOTH} {SILKY, SCALY} {FIBROUS} Total Coverage +{BUFF, GREEN} 643 616 0 1259 0.212382 +{WHITE, PURPLE} 1087 77 60 1224 0.206478 +{BROWN, BLACK} 913 0 191 1104 0.186235 +{PINK} 617 329 134 1080 0.182186 +{CHOCOLATE} 135 302 122 559 0.0942982 +{GRAY} 193 324 0 517 0.0872132 +{YELLOW, RED, ORANGE} 165 20 0 185 0.0312078 +Total 3753 1668 507 5928 +Coverage 0.633097 0.281377 0.0855263 + +Cells 17 +Cell Id GillColor StalkSurfaceAboveRing EDIBLE POISONOUS Interest Frequency Coverage +C1 {BUFF, GREEN} {SMOOTH} 0 1 0.205876 643 0.108468 +C8 {BUFF, GREEN} {SILKY, SCALY} 0 1 0.197231 616 0.103914 +C2 {WHITE, PURPLE} {SMOOTH} 0.873045 0.126955 0.119979 1087 0.183367 +C12 {CHOCOLATE} {SILKY, SCALY} 0 1 0.0966943 302 0.0509447 +C3 {BROWN, BLACK} {SMOOTH} 0.860898 0.139102 0.0927058 913 0.154015 +C11 {PINK} {SILKY, SCALY} 0.103343 0.896657 0.0575769 329 0.0554993 +C13 {GRAY} {SILKY, SCALY} 0.101852 0.898148 0.0571687 324 0.0546559 +C4 {PINK} {SMOOTH} 0.837925 0.162075 0.0531926 617 0.104082 +C17 {BROWN, BLACK} {FIBROUS} 1 0 0.0501252 191 0.03222 +C7 {YELLOW, RED, ORANGE} {SMOOTH} 1 0 0.0433019 165 0.027834 +C14 {YELLOW, RED, ORANGE} {SILKY, SCALY} 0 1 0.0064036 20 0.00337382 +C5 {CHOCOLATE} {SMOOTH} 0.755556 0.244444 0.00588828 135 0.0227733 +C6 {GRAY} {SMOOTH} 0.720207 0.279793 0.00585276 193 0.0325574 +C18 {PINK} {FIBROUS} 0.723881 0.276119 0.00423196 134 0.0226046 +C19 {CHOCOLATE} {FIBROUS} 0.713115 0.286885 0.00341333 122 0.0205803 +C16 {WHITE, PURPLE} {FIBROUS} 0.45 0.55 0.000358756 60 0.0101215 +C9 {WHITE, PURPLE} {SILKY, SCALY} 0.532468 0.467532 2.45231e-07 77 0.0129892 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R21 +Variables + Type Name + Categorical GillColor + Categorical GillSize + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{BROWN, PURPLE, BLACK, ...} 1572 0.265182 5 BROWN PURPLE BLACK RED ORANGE +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{PINK, YELLOW} 1149 0.193826 2 PINK YELLOW +{WHITE} 872 0.147099 1 WHITE +{CHOCOLATE} 559 0.0942982 1 CHOCOLATE +{GRAY} 517 0.0872132 1 GRAY +GillSize +Group Frequency Coverage Size Value list +{BROAD} 4121 0.695175 1 BROAD +{NARROW} 1807 0.304825 1 NARROW * + +Cell frequencies + GillSize +GillColor {BROAD} {NARROW} Total Coverage +{BROWN, PURPLE, BLACK, ...} 1344 228 1572 0.265182 +{BUFF, GREEN} 18 1241 1259 0.212382 +{PINK, YELLOW} 1029 120 1149 0.193826 +{WHITE} 719 153 872 0.147099 +{CHOCOLATE} 548 11 559 0.0942982 +{GRAY} 463 54 517 0.0872132 +Total 4121 1807 5928 +Coverage 0.695175 0.304825 + +Cells 12 +Cell Id GillColor GillSize EDIBLE POISONOUS Interest Frequency Coverage +C8 {BUFF, GREEN} {NARROW} 0 1 0.446057 1241 0.209345 +C1 {BROWN, PURPLE, BLACK, ...} {BROAD} 1 0 0.395955 1344 0.226721 +C4 {WHITE} {BROAD} 0.859527 0.140473 0.0811793 719 0.121289 +C5 {CHOCOLATE} {BROAD} 0.324818 0.675182 0.02299 548 0.0924426 +C6 {GRAY} {BROAD} 0.334773 0.665227 0.0175883 463 0.0781039 +C7 {BROWN, PURPLE, BLACK, ...} {NARROW} 0.285088 0.714912 0.0136635 228 0.0384615 +C3 {PINK, YELLOW} {BROAD} 0.628766 0.371234 0.00878569 1029 0.173583 +C2 {BUFF, GREEN} {BROAD} 0 1 0.0064698 18 0.00303644 +C11 {CHOCOLATE} {NARROW} 1 0 0.0032407 11 0.0018556 +C12 {GRAY} {NARROW} 0.314815 0.685185 0.0024921 54 0.00910931 +C9 {PINK, YELLOW} {NARROW} 0.416667 0.583333 0.0015695 120 0.0202429 +C10 {WHITE} {NARROW} 0.542484 0.457516 9.42355e-06 153 0.0258097 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R22 +Variables + Type Name + Categorical GillColor + Categorical SporePrintColor + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{PINK, BROWN, BLACK, ...} 2249 0.379386 4 PINK BROWN BLACK RED +{BUFF, CHOCOLATE, YELLOW, ...} 1920 0.323887 4 BUFF CHOCOLATE YELLOW ORANGE +{WHITE} 872 0.147099 1 WHITE +{GRAY, GREEN} 535 0.0902497 2 GRAY GREEN * +{PURPLE} 352 0.0593792 1 PURPLE +SporePrintColor +Group Frequency Coverage Size Value list +{BROWN, BLACK, BUFF, ...} 3000 0.506073 5 BROWN BLACK BUFF ORANGE YELLOW * +{WHITE, PURPLE} 1745 0.294366 2 WHITE PURPLE +{CHOCOLATE, GREEN} 1183 0.199561 2 CHOCOLATE GREEN + +Cell frequencies + SporePrintColor +GillColor {BROWN, BLACK, BUFF, ...} {WHITE, PURPLE} {CHOCOLATE, GREEN} Total Coverage +{PINK, BROWN, BLACK, ...} 1722 155 372 2249 0.379386 +{BUFF, CHOCOLATE, YELLOW, ...} 278 1261 381 1920 0.323887 +{WHITE} 513 264 95 872 0.147099 +{GRAY, GREEN} 144 65 326 535 0.0902497 +{PURPLE} 343 0 9 352 0.0593792 +Total 3000 1745 1183 5928 +Coverage 0.506073 0.294366 0.199561 + +Cells 14 +Cell Id GillColor SporePrintColor EDIBLE POISONOUS Interest Frequency Coverage +C7 {BUFF, CHOCOLATE, YELLOW, ...} {WHITE, PURPLE} 0 1 0.3316 1261 0.212719 +C1 {PINK, BROWN, BLACK, ...} {BROWN, BLACK, BUFF, ...} 0.88676 0.11324 0.171167 1722 0.290486 +C14 {GRAY, GREEN} {CHOCOLATE, GREEN} 0 1 0.085727 326 0.0549933 +C11 {PINK, BROWN, BLACK, ...} {CHOCOLATE, GREEN} 0.0215054 0.978495 0.084156 372 0.062753 +C12 {BUFF, CHOCOLATE, YELLOW, ...} {CHOCOLATE, GREEN} 0.0288714 0.971129 0.0825261 381 0.0642713 +C3 {WHITE} {BROWN, BLACK, BUFF, ...} 0.91423 0.08577 0.0610174 513 0.0865385 +C2 {BUFF, CHOCOLATE, YELLOW, ...} {BROWN, BLACK, BUFF, ...} 1 0 0.0599202 278 0.0468961 +C5 {PURPLE} {BROWN, BLACK, BUFF, ...} 0.895044 0.104956 0.0360124 343 0.057861 +C6 {PINK, BROWN, BLACK, ...} {WHITE, PURPLE} 1 0 0.0334087 155 0.0261471 +C8 {WHITE} {WHITE, PURPLE} 0.844697 0.155303 0.0196339 264 0.0445344 +C13 {WHITE} {CHOCOLATE, GREEN} 0.0947368 0.905263 0.0143145 95 0.0160256 +C9 {GRAY, GREEN} {WHITE, PURPLE} 1 0 0.0140101 65 0.0109649 +C4 {GRAY, GREEN} {BROWN, BLACK, BUFF, ...} 0.743056 0.256944 0.00456585 144 0.0242915 +C15 {PURPLE} {CHOCOLATE, GREEN} 1 0 0.00193986 9 0.00151822 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R23 +Variables + Type Name + Categorical GillColor + Categorical Odor + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{BUFF, PINK, BROWN, ...} 4452 0.751012 8 BUFF PINK BROWN CHOCOLATE PURPLE BLACK RED ORANGE +{WHITE, GRAY, YELLOW} 1458 0.245951 3 WHITE GRAY YELLOW +{GREEN} 18 0.00303644 1 GREEN * +Odor +Group Frequency Coverage Size Value list +{NONE} 2686 0.453104 1 NONE +{FOUL, SPICY, FISHY, ...} 2677 0.451586 6 FOUL SPICY FISHY PUNGENT CREOSOTE MUSTY * +{ALMOND, ANISE} 565 0.0953104 2 ALMOND ANISE + +Cell frequencies + Odor +GillColor {NONE} {FOUL, SPICY, FISHY, ...} {ALMOND, ANISE} Total Coverage +{BUFF, PINK, BROWN, ...} 1934 2206 312 4452 0.751012 +{WHITE, GRAY, YELLOW} 734 471 253 1458 0.245951 +{GREEN} 18 0 0 18 0.00303644 +Total 2686 2677 565 5928 +Coverage 0.453104 0.451586 0.0953104 + +Cells 7 +Cell Id GillColor Odor EDIBLE POISONOUS Interest Frequency Coverage +C4 {BUFF, PINK, BROWN, ...} {FOUL, SPICY, FISHY, ...} 0 1 0.435161 2206 0.372132 +C1 {BUFF, PINK, BROWN, ...} {NONE} 1 0 0.312701 1934 0.326248 +C5 {WHITE, GRAY, YELLOW} {FOUL, SPICY, FISHY, ...} 0 1 0.0929107 471 0.0794534 +C2 {WHITE, GRAY, YELLOW} {NONE} 0.911444 0.0885559 0.0643237 734 0.123819 +C7 {BUFF, PINK, BROWN, ...} {ALMOND, ANISE} 1 0 0.0504461 312 0.0526316 +C8 {WHITE, GRAY, YELLOW} {ALMOND, ANISE} 1 0 0.0409066 253 0.0426788 +C3 {GREEN} {NONE} 0 1 0.00355073 18 0.00303644 + Total 0.534413 0.465587 1 5928 1 diff --git a/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/InputVar1_PreparationReport.xls b/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/InputVar1_PreparationReport.xls new file mode 100644 index 000000000..d1a5ccb50 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/InputVar1_PreparationReport.xls @@ -0,0 +1,633 @@ +#Khiops 10.1.5 +Descriptive statistics + + +Problem description +Short description + +Dictionary Mushroom +Variables + Categorical 23 + Total 23 + +Database ../../../datasets/Mushroom/Mushroom.txt +Sample percentage 70 +Sampling mode Include sample +Selection variable +Selection value +Instances 5928 + +Learning task Classification analysis + +Target variable Categorical Class + +Target variable stats +Value Frequency Coverage +EDIBLE 3168 0.534413 +POISONOUS 2760 0.465587 + +Evaluated variables 22 +Informative variables 21 + +Max number of constructed variables 0 +Max number of trees 0 +Max number of variable pairs 50 +Discretization MODL +Value grouping MODL + +Null model + Constr. cost 0.693147 + Prep. cost 8.68761 + Data cost 4090.36 + + +Categorical variables statistics + +Rank Name Level Groups Values Mode Mode coverage Constr. cost Prep. cost Data cost +R01 Odor 0.900798 3 9 NONE 0.453104 3.82864 35.694 367.179 +R02 SporePrintColor 0.47984 4 9 WHITE 0.28863 3.82864 43.8179 2084.87 +R03 GillColor 0.402066 6 12 BUFF 0.209345 3.82864 63.2207 2384.32 +R04 StalkSurfaceAboveRing 0.285867 3 4 SMOOTH 0.633097 3.82864 28.5617 2895.37 +R05 RingType 0.283664 4 5 PENDANT 0.470142 3.82864 36.5603 2896.4 +R06 StalkSurfaceBelowRing 0.272744 3 4 SMOOTH 0.605094 3.82864 28.6051 2949.13 +R07 StalkColorAboveRing 0.245938 5 9 WHITE 0.56697 3.82864 50.6463 3036.98 +R08 GillSize 0.228924 2 2 BROAD 0.695175 3.82864 17.2546 3140.12 +R09 StalkColorBelowRing 0.223656 5 9 WHITE 0.557186 3.82864 50.8241 3128.16 +R10 Population 0.20956 5 6 SEVERAL 0.487517 3.82864 45.3128 3191.45 +R11 Bruise 0.158096 2 2 NO 0.601889 3.82864 17.3774 3430.38 +R12 Habitat 0.155388 6 7 WOODS 0.375169 3.82864 52.3352 3406.52 +R13 StalkRoot 0.143978 5 5 BULBOUS 0.446862 3.82864 42.5668 3463.07 +R14 GillSpacing 0.125243 2 2 CLOSE 0.808704 3.82864 16.9402 3565.51 +R15 CapShape 0.0418307 3 6 CONVEX 0.456309 3.82864 31.4583 3892.96 +R16 CapColor 0.0368621 5 10 BROWN 0.273954 3.82864 51.3578 3893.43 +R17 RingNumber 0.0288836 3 3 ONE 0.925101 3.82864 23.682 3953.81 +R18 CapSurface 0.0287294 2 4 SCALY 0.384953 3.82864 19.8392 3958.29 +R19 VeilColor 0.0186198 3 4 WHITE 0.975202 3.82864 23.3998 3996.17 +R20 GillAttachment 0.0109149 2 2 FREE 0.973516 3.82864 15.1539 4036.01 +R21 StalkShape 0.00748534 2 2 TAPERING 0.583502 3.82864 17.3915 4047.83 +R22 VeilType 0 1 1 PARTIAL 1 0.693147 8.68761 4090.36 + + +-------------------------------------------------------------------------------- + +Variables detailed statistics + + +Rank R01 +Variable Categorical Odor + +Variable stats +Group Size Value list +{NONE} 1 NONE +{FOUL, SPICY, FISHY, ...} 6 FOUL SPICY FISHY PUNGENT CREOSOTE MUSTY * +{ALMOND, ANISE} 2 ALMOND ANISE + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{FOUL, SPICY, FISHY, ...} 0 1 0.549437 2677 0.451586 +{NONE} 0.969099 0.030901 0.355515 2686 0.453104 +{ALMOND, ANISE} 1 0 0.0950487 565 0.0953104 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +NONE 2686 0.453104 +FOUL 1499 0.252868 +SPICY 419 0.0706815 +FISHY 414 0.0698381 +ALMOND 294 0.0495951 +ANISE 271 0.0457152 +PUNGENT 174 0.0293522 +CREOSOTE 138 0.0232794 +MUSTY 33 0.0055668 + +---------------------------------------------- +Rank R02 +Variable Categorical SporePrintColor + +Variable stats +Group Size Value list +{BROWN, BLACK} 2 BROWN BLACK +{WHITE} 1 WHITE +{CHOCOLATE, GREEN} 2 CHOCOLATE GREEN +{BUFF, ORANGE, PURPLE, ...} 4 BUFF ORANGE PURPLE YELLOW * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{BROWN, BLACK} 0.892191 0.107809 0.433474 2894 0.488192 +{CHOCOLATE, GREEN} 0.0312764 0.968724 0.367351 1183 0.199561 +{WHITE} 0.239041 0.760959 0.155311 1711 0.28863 +{BUFF, ORANGE, PURPLE, ...} 1 0 0.0438651 140 0.0236167 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +WHITE 1711 0.28863 +BROWN 1480 0.249663 +BLACK 1414 0.238529 +CHOCOLATE 1128 0.190283 +GREEN 55 0.009278 +BUFF 38 0.00641026 +ORANGE 37 0.00624157 +PURPLE 34 0.00573549 +YELLOW 31 0.00522942 + +---------------------------------------------- +Rank R03 +Variable Categorical GillColor + +Variable stats +Group Size Value list +{BROWN, PURPLE, BLACK} 3 BROWN PURPLE BLACK +{BUFF, GREEN} 2 BUFF GREEN * +{PINK} 1 PINK +{CHOCOLATE, GRAY} 2 CHOCOLATE GRAY +{WHITE, YELLOW} 2 WHITE YELLOW +{RED, ORANGE} 2 RED ORANGE + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{BUFF, GREEN} 0 1 0.567346 1259 0.212382 +{BROWN, PURPLE, BLACK} 0.888049 0.111951 0.250144 1456 0.245614 +{WHITE, YELLOW} 0.797024 0.202976 0.0832445 941 0.158738 +{CHOCOLATE, GRAY} 0.335502 0.664498 0.0508656 1076 0.181511 +{RED, ORANGE} 1 0 0.0428459 116 0.0195682 +{PINK} 0.6 0.4 0.0055532 1080 0.182186 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +BUFF 1241 0.209345 +PINK 1080 0.182186 +WHITE 872 0.147099 +BROWN 758 0.127868 +CHOCOLATE 559 0.0942982 +GRAY 517 0.0872132 +PURPLE 352 0.0593792 +BLACK 346 0.0583671 +YELLOW 69 0.0116397 +RED 65 0.0109649 +ORANGE 51 0.00860324 +GREEN 18 0.00303644 + +---------------------------------------------- +Rank R04 +Variable Categorical StalkSurfaceAboveRing + +Variable stats +Group Size Value list +{SMOOTH, SCALY} 2 SMOOTH SCALY * +{SILKY} 1 SILKY +{FIBROUS} 1 FIBROUS + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{SILKY} 0.0592861 0.940714 0.738617 1653 0.278846 +{SMOOTH, SCALY} 0.708068 0.291932 0.199532 3768 0.635628 +{FIBROUS} 0.792899 0.207101 0.0618507 507 0.0855263 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +SMOOTH 3753 0.633097 +SILKY 1653 0.278846 +FIBROUS 507 0.0855263 +SCALY 15 0.00253036 + +---------------------------------------------- +Rank R05 +Variable Categorical RingType + +Variable stats +Group Size Value list +{PENDANT} 1 PENDANT +{EVANESCENT} 1 EVANESCENT +{LARGE, NONE} 2 LARGE NONE * +{FLARING} 1 FLARING + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{LARGE, NONE} 0 1 0.591409 921 0.155364 +{PENDANT} 0.793685 0.206315 0.34179 2787 0.470142 +{EVANESCENT} 0.42098 0.57902 0.0473267 2183 0.368252 +{FLARING} 1 0 0.0194742 37 0.00624157 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +PENDANT 2787 0.470142 +EVANESCENT 2183 0.368252 +LARGE 888 0.149798 +FLARING 37 0.00624157 +NONE 33 0.0055668 + +---------------------------------------------- +Rank R06 +Variable Categorical StalkSurfaceBelowRing + +Variable stats +Group Size Value list +{SMOOTH, SCALY} 2 SMOOTH SCALY * +{SILKY} 1 SILKY +{FIBROUS} 1 FIBROUS + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{SILKY} 0.0617207 0.938279 0.740765 1604 0.27058 +{SMOOTH, SCALY} 0.695238 0.304762 0.179003 3780 0.637652 +{FIBROUS} 0.810662 0.189338 0.0802322 544 0.0917679 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +SMOOTH 3587 0.605094 +SILKY 1604 0.27058 +FIBROUS 544 0.0917679 +SCALY 193 0.0325574 + +---------------------------------------------- +Rank R07 +Variable Categorical StalkColorAboveRing + +Variable stats +Group Size Value list +{WHITE} 1 WHITE +{PINK} 1 PINK +{GRAY, ORANGE, RED} 3 GRAY ORANGE RED +{BUFF, CINNAMON, YELLOW} 3 BUFF CINNAMON YELLOW * +{BROWN} 1 BROWN + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{GRAY, ORANGE, RED} 1 0 0.367734 615 0.103745 +{BUFF, CINNAMON, YELLOW} 0 1 0.234902 322 0.0543185 +{BROWN} 0.0316456 0.968354 0.186866 316 0.0533063 +{PINK} 0.30137 0.69863 0.139043 1314 0.22166 +{WHITE} 0.638798 0.361202 0.0714553 3361 0.56697 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +WHITE 3361 0.56697 +PINK 1314 0.22166 +GRAY 410 0.0691633 +BROWN 316 0.0533063 +BUFF 284 0.0479082 +ORANGE 142 0.0239541 +RED 63 0.0106275 +CINNAMON 33 0.0055668 +YELLOW 5 0.000843455 + +---------------------------------------------- +Rank R08 +Variable Categorical GillSize + +Variable stats +Group Size Value list +{BROAD} 1 BROAD +{NARROW} 1 NARROW * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{NARROW} 0.125069 0.874931 0.706633 1807 0.304825 +{BROAD} 0.713904 0.286096 0.293367 4121 0.695175 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +BROAD 4121 0.695175 +NARROW 1807 0.304825 + +---------------------------------------------- +Rank R09 +Variable Categorical StalkColorBelowRing + +Variable stats +Group Size Value list +{WHITE} 1 WHITE +{PINK} 1 PINK +{GRAY, ORANGE, RED} 3 GRAY ORANGE RED +{BROWN} 1 BROWN +{BUFF, CINNAMON, YELLOW} 3 BUFF CINNAMON YELLOW * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{GRAY, ORANGE, RED} 1 0 0.393296 600 0.101215 +{BUFF, CINNAMON, YELLOW} 0 1 0.279903 350 0.0590418 +{PINK} 0.30564 0.69436 0.146517 1312 0.221323 +{BROWN} 0.173554 0.826446 0.105969 363 0.0612348 +{WHITE} 0.636997 0.363003 0.0743147 3303 0.557186 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +WHITE 3303 0.557186 +PINK 1312 0.221323 +GRAY 394 0.0664642 +BROWN 363 0.0612348 +BUFF 301 0.050776 +ORANGE 142 0.0239541 +RED 64 0.0107962 +CINNAMON 33 0.0055668 +YELLOW 16 0.00269906 + +---------------------------------------------- +Rank R10 +Variable Categorical Population + +Variable stats +Group Size Value list +{SEVERAL} 1 SEVERAL +{SOLITARY} 1 SOLITARY +{SCATTERED} 1 SCATTERED +{ABUNDANT, NUMEROUS} 2 ABUNDANT NUMEROUS +{CLUSTERED} 1 CLUSTERED * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{ABUNDANT, NUMEROUS} 1 0 0.457936 650 0.109649 +{SEVERAL} 0.29827 0.70173 0.370249 2890 0.487517 +{SCATTERED} 0.740166 0.259834 0.0972382 966 0.162955 +{CLUSTERED} 0.82377 0.17623 0.0508243 244 0.0411606 +{SOLITARY} 0.628183 0.371817 0.0237528 1178 0.198718 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +SEVERAL 2890 0.487517 +SOLITARY 1178 0.198718 +SCATTERED 966 0.162955 +ABUNDANT 366 0.0617409 +NUMEROUS 284 0.0479082 +CLUSTERED 244 0.0411606 + +---------------------------------------------- +Rank R11 +Variable Categorical Bruise + +Variable stats +Group Size Value list +{NO} 1 NO +{BRUISES} 1 BRUISES * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{BRUISES} 0.814831 0.185169 0.621883 2360 0.398111 +{NO} 0.348935 0.651065 0.378117 3568 0.601889 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +NO 3568 0.601889 +BRUISES 2360 0.398111 + +---------------------------------------------- +Rank R12 +Variable Categorical Habitat + +Variable stats +Group Size Value list +{WOODS} 1 WOODS +{GRASSES} 1 GRASSES +{LEAVES, URBAN} 2 LEAVES URBAN +{PATHS} 1 PATHS +{MEADOWS} 1 MEADOWS +{WASTE} 1 WASTE * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{PATHS} 0.108886 0.891114 0.482303 799 0.134784 +{LEAVES, URBAN} 0.301606 0.698394 0.143722 872 0.147099 +{GRASSES} 0.69715 0.30285 0.138157 1684 0.284076 +{WASTE} 1 0 0.120394 129 0.0217611 +{MEADOWS} 0.881818 0.118182 0.0916189 220 0.037112 +{WOODS} 0.593975 0.406025 0.0238039 2224 0.375169 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +WOODS 2224 0.375169 +GRASSES 1684 0.284076 +PATHS 799 0.134784 +LEAVES 621 0.104757 +URBAN 251 0.0423414 +MEADOWS 220 0.037112 +WASTE 129 0.0217611 + +---------------------------------------------- +Rank R13 +Variable Categorical StalkRoot + +Variable stats +Group Size Value list +{BULBOUS} 1 BULBOUS +{?} 1 ? +{EQUAL} 1 EQUAL +{CLUB} 1 CLUB +{ROOTED} 1 ROOTED * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{?} 0.286686 0.713314 0.359363 1765 0.29774 +{EQUAL} 0.822268 0.177732 0.290265 979 0.165148 +{CLUB} 0.906863 0.0931373 0.217754 408 0.0688259 +{ROOTED} 1 0 0.12882 127 0.0214238 +{BULBOUS} 0.513401 0.486599 0.00379824 2649 0.446862 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +BULBOUS 2649 0.446862 +? 1765 0.29774 +EQUAL 979 0.165148 +CLUB 408 0.0688259 +ROOTED 127 0.0214238 + +---------------------------------------------- +Rank R14 +Variable Categorical GillSpacing + +Variable stats +Group Size Value list +{CLOSE} 1 CLOSE +{CROWDED} 1 CROWDED * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{CROWDED} 0.931217 0.0687831 0.837822 1134 0.191296 +{CLOSE} 0.440551 0.559449 0.162178 4794 0.808704 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +CLOSE 4794 0.808704 +CROWDED 1134 0.191296 + +---------------------------------------------- +Rank R15 +Variable Categorical CapShape + +Variable stats +Group Size Value list +{CONVEX, FLAT} 2 CONVEX FLAT +{KNOBBED, CONICAL} 2 KNOBBED CONICAL * +{BELL, SUNKEN} 2 BELL SUNKEN + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{BELL, SUNKEN} 0.89881 0.10119 0.548736 336 0.0566802 +{KNOBBED, CONICAL} 0.268251 0.731749 0.448791 589 0.099359 +{CONVEX, FLAT} 0.541275 0.458725 0.0024731 5003 0.843961 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +CONVEX 2705 0.456309 +FLAT 2298 0.387652 +KNOBBED 587 0.0990216 +BELL 319 0.0538124 +SUNKEN 17 0.00286775 +CONICAL 2 0.000337382 + +---------------------------------------------- +Rank R16 +Variable Categorical CapColor + +Variable stats +Group Size Value list +{RED, YELLOW, BUFF, ...} 4 RED YELLOW BUFF PINK +{BROWN} 1 BROWN +{GRAY} 1 GRAY +{WHITE, CINNAMON} 2 WHITE CINNAMON +{PURPLE, GREEN} 2 PURPLE GREEN * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{RED, YELLOW, BUFF, ...} 0.380531 0.619469 0.520497 2034 0.343117 +{WHITE, CINNAMON} 0.706422 0.293578 0.252875 763 0.128711 +{GRAY} 0.628032 0.371968 0.1424 1484 0.250337 +{PURPLE, GREEN} 1 0 0.0773642 23 0.00387989 +{BROWN} 0.554187 0.445813 0.00686462 1624 0.273954 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +BROWN 1624 0.273954 +GRAY 1484 0.250337 +RED 1074 0.181174 +YELLOW 733 0.12365 +WHITE 731 0.123313 +BUFF 130 0.0219298 +PINK 97 0.016363 +CINNAMON 32 0.00539811 +PURPLE 13 0.00219298 +GREEN 10 0.00168691 + +---------------------------------------------- +Rank R17 +Variable Categorical RingNumber + +Variable stats +Group Size Value list +{ONE} 1 ONE +{TWO} 1 TWO +{NONE} 1 NONE * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{TWO} 0.86618 0.13382 0.772802 411 0.069332 +{NONE} 0 1 0.188642 33 0.0055668 +{ONE} 0.512764 0.487236 0.0385558 5484 0.925101 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +ONE 5484 0.925101 +TWO 411 0.069332 +NONE 33 0.0055668 + +---------------------------------------------- +Rank R18 +Variable Categorical CapSurface + +Variable stats +Group Size Value list +{SCALY, SMOOTH, GROOVES} 3 SCALY SMOOTH GROOVES * +{FIBROUS} 1 FIBROUS + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{FIBROUS} 0.6955 0.3045 0.718902 1711 0.28863 +{SCALY, SMOOTH, GROOVES} 0.469054 0.530946 0.281098 4217 0.71137 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +SCALY 2282 0.384953 +SMOOTH 1932 0.325911 +FIBROUS 1711 0.28863 +GROOVES 3 0.000506073 + +---------------------------------------------- +Rank R19 +Variable Categorical VeilColor + +Variable stats +Group Size Value list +{WHITE} 1 WHITE +{ORANGE, BROWN} 2 ORANGE BROWN +{YELLOW} 1 YELLOW * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{ORANGE, BROWN} 1 0 0.944583 142 0.0239541 +{YELLOW} 0 1 0.0405783 5 0.000843455 +{WHITE} 0.523439 0.476561 0.0148388 5781 0.975202 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +WHITE 5781 0.975202 +ORANGE 76 0.0128205 +BROWN 66 0.0111336 +YELLOW 5 0.000843455 + +---------------------------------------------- +Rank R20 +Variable Categorical GillAttachment + +Variable stats +Group Size Value list +{FREE} 1 FREE +{ATTACHED} 1 ATTACHED * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{ATTACHED} 0.904459 0.0955414 0.977475 157 0.0264845 +{FREE} 0.524346 0.475654 0.0225246 5771 0.973516 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +FREE 5771 0.973516 +ATTACHED 157 0.0264845 + +---------------------------------------------- +Rank R21 +Variable Categorical StalkShape + +Variable stats +Group Size Value list +{TAPERING} 1 TAPERING +{ENLARGING} 1 ENLARGING * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{ENLARGING} 0.466991 0.533009 0.581265 2469 0.416498 +{TAPERING} 0.582538 0.417462 0.418735 3459 0.583502 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +TAPERING 3459 0.583502 +ENLARGING 2469 0.416498 diff --git a/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/Input_AllReports.khj b/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/Input_AllReports.khj new file mode 100644 index 000000000..8b0dcef57 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/Input_AllReports.khj @@ -0,0 +1,1396 @@ +{ + "tool": "Khiops", + "version": "10.1.5", + "shortDescription": "", + "preparationReport": { + "reportType": "Preparation", + "summary": { + "dictionary": "Mushroom", + "variables": { + "types": [ + "Categorical" + ], + "numbers": [ + 23 + ] + }, + "database": "..\/..\/..\/datasets\/Mushroom\/Mushroom.txt", + "samplePercentage": 70, + "samplingMode": "Include sample", + "selectionVariable": "", + "selectionValue": "", + "instances": 5928, + "learningTask": "Classification analysis", + "targetVariable": "Class", + "targetDescriptiveStats": { + "values": 2, + "mode": "EDIBLE", + "modeFrequency": 3168 + }, + "targetValues": { + "values": ["EDIBLE","POISONOUS"], + "frequencies": [3168,2760] + }, + "evaluatedVariables": 22, + "informativeVariables": 21, + "featureEngineering": { + "maxNumberOfConstructedVariables": 0, + "maxNumberOfTrees": 0, + "maxNumberOfVariablePairs": 50 + }, + "discretization": "MODL", + "valueGrouping": "MODL", + "nullModel": { + "constructionCost": 0.693147, + "preparationCost": 8.68761, + "dataCost": 4090.36 + } + }, + "variablesStatistics": [ + { + "rank": "R01", + "name": "Odor", + "type": "Categorical", + "level": 0.900798, + "parts": 3, + "values": 9, + "mode": "NONE", + "modeFrequency": 2686, + "constructionCost": 3.82864, + "preparationCost": 35.694, + "dataCost": 367.179 + }, + { + "rank": "R02", + "name": "SporePrintColor", + "type": "Categorical", + "level": 0.47984, + "parts": 4, + "values": 9, + "mode": "WHITE", + "modeFrequency": 1711, + "constructionCost": 3.82864, + "preparationCost": 43.8179, + "dataCost": 2084.87 + }, + { + "rank": "R03", + "name": "GillColor", + "type": "Categorical", + "level": 0.402066, + "parts": 6, + "values": 12, + "mode": "BUFF", + "modeFrequency": 1241, + "constructionCost": 3.82864, + "preparationCost": 63.2207, + "dataCost": 2384.32 + }, + { + "rank": "R04", + "name": "StalkSurfaceAboveRing", + "type": "Categorical", + "level": 0.285867, + "parts": 3, + "values": 4, + "mode": "SMOOTH", + "modeFrequency": 3753, + "constructionCost": 3.82864, + "preparationCost": 28.5617, + "dataCost": 2895.37 + }, + { + "rank": "R05", + "name": "RingType", + "type": "Categorical", + "level": 0.283664, + "parts": 4, + "values": 5, + "mode": "PENDANT", + "modeFrequency": 2787, + "constructionCost": 3.82864, + "preparationCost": 36.5603, + "dataCost": 2896.4 + }, + { + "rank": "R06", + "name": "StalkSurfaceBelowRing", + "type": "Categorical", + "level": 0.272744, + "parts": 3, + "values": 4, + "mode": "SMOOTH", + "modeFrequency": 3587, + "constructionCost": 3.82864, + "preparationCost": 28.6051, + "dataCost": 2949.13 + }, + { + "rank": "R07", + "name": "StalkColorAboveRing", + "type": "Categorical", + "level": 0.245938, + "parts": 5, + "values": 9, + "mode": "WHITE", + "modeFrequency": 3361, + "constructionCost": 3.82864, + "preparationCost": 50.6463, + "dataCost": 3036.98 + }, + { + "rank": "R08", + "name": "GillSize", + "type": "Categorical", + "level": 0.228924, + "parts": 2, + "values": 2, + "mode": "BROAD", + "modeFrequency": 4121, + "constructionCost": 3.82864, + "preparationCost": 17.2546, + "dataCost": 3140.12 + }, + { + "rank": "R09", + "name": "StalkColorBelowRing", + "type": "Categorical", + "level": 0.223656, + "parts": 5, + "values": 9, + "mode": "WHITE", + "modeFrequency": 3303, + "constructionCost": 3.82864, + "preparationCost": 50.8241, + "dataCost": 3128.16 + }, + { + "rank": "R10", + "name": "Population", + "type": "Categorical", + "level": 0.20956, + "parts": 5, + "values": 6, + "mode": "SEVERAL", + "modeFrequency": 2890, + "constructionCost": 3.82864, + "preparationCost": 45.3128, + "dataCost": 3191.45 + }, + { + "rank": "R11", + "name": "Bruise", + "type": "Categorical", + "level": 0.158096, + "parts": 2, + "values": 2, + "mode": "NO", + "modeFrequency": 3568, + "constructionCost": 3.82864, + "preparationCost": 17.3774, + "dataCost": 3430.38 + }, + { + "rank": "R12", + "name": "Habitat", + "type": "Categorical", + "level": 0.155388, + "parts": 6, + "values": 7, + "mode": "WOODS", + "modeFrequency": 2224, + "constructionCost": 3.82864, + "preparationCost": 52.3352, + "dataCost": 3406.52 + }, + { + "rank": "R13", + "name": "StalkRoot", + "type": "Categorical", + "level": 0.143978, + "parts": 5, + "values": 5, + "mode": "BULBOUS", + "modeFrequency": 2649, + "constructionCost": 3.82864, + "preparationCost": 42.5668, + "dataCost": 3463.07 + }, + { + "rank": "R14", + "name": "GillSpacing", + "type": "Categorical", + "level": 0.125243, + "parts": 2, + "values": 2, + "mode": "CLOSE", + "modeFrequency": 4794, + "constructionCost": 3.82864, + "preparationCost": 16.9402, + "dataCost": 3565.51 + }, + { + "rank": "R15", + "name": "CapShape", + "type": "Categorical", + "level": 0.0418307, + "parts": 3, + "values": 6, + "mode": "CONVEX", + "modeFrequency": 2705, + "constructionCost": 3.82864, + "preparationCost": 31.4583, + "dataCost": 3892.96 + }, + { + "rank": "R16", + "name": "CapColor", + "type": "Categorical", + "level": 0.0368621, + "parts": 5, + "values": 10, + "mode": "BROWN", + "modeFrequency": 1624, + "constructionCost": 3.82864, + "preparationCost": 51.3578, + "dataCost": 3893.43 + }, + { + "rank": "R17", + "name": "RingNumber", + "type": "Categorical", + "level": 0.0288836, + "parts": 3, + "values": 3, + "mode": "ONE", + "modeFrequency": 5484, + "constructionCost": 3.82864, + "preparationCost": 23.682, + "dataCost": 3953.81 + }, + { + "rank": "R18", + "name": "CapSurface", + "type": "Categorical", + "level": 0.0287294, + "parts": 2, + "values": 4, + "mode": "SCALY", + "modeFrequency": 2282, + "constructionCost": 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[0.0292378,0.0148515,0.00178176,0.0267355,0.0348718,0.0128835,0.0177694,0.0100516,0.00233828,0.142695,0.0117884,0.0118098,0.0586449,0.0953086,0.238319,0.00261971,0.022546,0.132369,0.0387624,0.0697285,0.0248872] + } + }, + "R3": { + "dataGrid": { + "isSupervised": true, + "dimensions": [ + { + "variable": "CapShape", + "type": "Categorical", + "partitionType": "Value groups", + "partition": [ + ["CONVEX","FLAT"], + ["KNOBBED","CONICAL"], + ["BELL","SUNKEN"] + ], + "defaultGroupIndex": 1 + }, + { + "variable": "CapSurface", + "type": "Categorical", + "partitionType": "Value groups", + "partition": [ + ["SCALY","GROOVES"], + ["SMOOTH"], + ["FIBROUS"] + ], + "defaultGroupIndex": 0 + }, + { + "variable": "Target", + "type": "Categorical", + "partitionType": "Values", + "partition": ["EDIBLE","POISONOUS"] + } + ], + "cellIds": ["C1","C2","C3","C4","C5","C6","C7","C8","C9"], + "cellPartIndexes": [ + [0,0], + [1,0], + [2,0], + [0,1], + [1,1], + [2,1], + [0,2], + [1,2], + [2,2] + ], + "cellTargetFrequencies": [ + [938,973], + [32,231], + [92,19], + [666,805], + [91,197], + [159,14], + [1104,517], + [35,3], + [51,1] + ], + "cellInterests": [0.0207215,0.282926,0.0608848,0.0560103,0.0797027,0.175893,0.205557,0.0391292,0.0791749] + } + } + } + }, + "khiops_encoding": "ascii" +} diff --git a/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/Input_Preparation2DReport.xls b/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/Input_Preparation2DReport.xls new file mode 100644 index 000000000..b6faf641f --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/Input_Preparation2DReport.xls @@ -0,0 +1,206 @@ +#Khiops 10.1.5 +Descriptive statistics + + +Problem description +Short description + +Dictionary Mushroom +Variables + Categorical 23 + Total 23 + +Database ../../../datasets/Mushroom/Mushroom.txt +Sample percentage 70 +Sampling mode Include sample +Selection variable +Selection value +Instances 5928 + +Learning task Classification analysis + +Target variable Categorical Class + +Target variable stats +Value Frequency Coverage +EDIBLE 3168 0.534413 +POISONOUS 2760 0.465587 + +Evaluated variable pairs 3 +Informative variable pairs 3 + + +Variables pairs statistics + +Rank Name 1 Name 2 DeltaLevel Level Level 1 Level 2 Variables Parts 1 Parts 2 Cells Constr. cost Prep. cost Data cost +R1 CapColor CapSurface 0.146092 0.211683 0.0368621 0.0287294 2 7 4 20 11.0633 129.303 3091.53 +R2 CapColor CapShape 0.0411068 0.1198 0.0368621 0.0418307 2 6 4 21 11.0633 128.488 3469.04 +R3 CapShape CapSurface 0.00340722 0.0739674 0.0418307 0.0287294 2 3 3 9 11.0633 65.6044 3719.82 + + +-------------------------------------------------------------------------------- + +Variables pairs detailed statistics +(Pairs with two jointly informative variables) + + +Rank R1 +Variables + Type Name + Categorical CapColor + Categorical CapSurface + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{BROWN, CINNAMON} 1656 0.279352 2 BROWN CINNAMON +{GRAY} 1484 0.250337 1 GRAY +{RED} 1074 0.181174 1 RED +{YELLOW} 733 0.12365 1 YELLOW +{WHITE} 731 0.123313 1 WHITE +{BUFF, PINK} 227 0.0382928 2 BUFF PINK +{PURPLE, GREEN} 23 0.00387989 2 PURPLE GREEN * +CapSurface +Group Frequency Coverage Size Value list +{SCALY} 2282 0.384953 1 SCALY +{SMOOTH} 1932 0.325911 1 SMOOTH +{FIBROUS} 1711 0.28863 1 FIBROUS +{GROOVES} 3 0.000506073 1 GROOVES * + +Cell frequencies + CapSurface +CapColor {SCALY} {SMOOTH} {FIBROUS} {GROOVES} Total Coverage +{BROWN, CINNAMON} 701 601 354 0 1656 0.279352 +{GRAY} 426 341 717 0 1484 0.250337 +{RED} 539 338 197 0 1074 0.181174 +{YELLOW} 380 111 242 0 733 0.12365 +{WHITE} 159 389 180 3 731 0.123313 +{BUFF, PINK} 54 152 21 0 227 0.0382928 +{PURPLE, GREEN} 23 0 0 0 23 0.00387989 +Total 2282 1932 1711 3 5928 +Coverage 0.384953 0.325911 0.28863 0.000506073 + +Cells 20 +Cell Id CapColor CapSurface EDIBLE POISONOUS Interest Frequency Coverage +C10 {RED} {SMOOTH} 0.0414201 0.95858 0.206193 338 0.0570175 +C15 {BROWN, CINNAMON} {FIBROUS} 0.985876 0.0141243 0.204177 354 0.0597166 +C18 {YELLOW} {FIBROUS} 0.0495868 0.950413 0.141085 242 0.0408232 +C17 {RED} {FIBROUS} 1 0 0.128432 197 0.0332321 +C11 {YELLOW} {SMOOTH} 1 0 0.0723653 111 0.0187247 +C19 {WHITE} {FIBROUS} 0.872222 0.127778 0.04908 180 0.0303644 +C9 {GRAY} {SMOOTH} 0.733138 0.266862 0.0295425 341 0.0575236 +C13 {BUFF, PINK} {SMOOTH} 0.236842 0.763158 0.0291614 152 0.025641 +C16 {GRAY} {FIBROUS} 0.662483 0.337517 0.025174 717 0.120951 +C3 {RED} {SCALY} 0.408163 0.591837 0.0179458 539 0.0909244 +C4 {YELLOW} {SCALY} 0.389474 0.610526 0.0167036 380 0.0641026 +C20 {BUFF, PINK} {FIBROUS} 0 1 0.0167032 21 0.00354251 +C8 {BROWN, CINNAMON} {SMOOTH} 0.424293 0.575707 0.0152073 601 0.101383 +C7 {PURPLE, GREEN} {SCALY} 1 0 0.0149946 23 0.00387989 +C12 {WHITE} {SMOOTH} 0.642674 0.357326 0.00970831 389 0.0656208 +C1 {BROWN, CINNAMON} {SCALY} 0.455064 0.544936 0.00919972 701 0.118252 +C5 {WHITE} {SCALY} 0.685535 0.314465 0.00782744 159 0.0268219 +C26 {WHITE} {GROOVES} 0 1 0.00238617 3 0.000506073 +C2 {GRAY} {SCALY} 0.485915 0.514085 0.00208887 426 0.0718623 +C6 {BUFF, PINK} {SCALY} 0.666667 0.333333 0.00202428 54 0.00910931 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R2 +Variables + Type Name + Categorical CapColor + Categorical CapShape + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{GRAY, WHITE, CINNAMON} 2247 0.379049 3 GRAY WHITE CINNAMON +{BROWN} 1624 0.273954 1 BROWN +{RED} 1074 0.181174 1 RED +{YELLOW} 733 0.12365 1 YELLOW +{BUFF, PINK} 227 0.0382928 2 BUFF PINK +{PURPLE, GREEN} 23 0.00387989 2 PURPLE GREEN * +CapShape +Group Frequency Coverage Size Value list +{CONVEX} 2705 0.456309 1 CONVEX +{FLAT, CONICAL} 2300 0.387989 2 FLAT CONICAL * +{KNOBBED} 587 0.0990216 1 KNOBBED +{BELL, SUNKEN} 336 0.0566802 2 BELL SUNKEN + +Cell frequencies + CapShape +CapColor {CONVEX} {FLAT, CONICAL} {KNOBBED} {BELL, SUNKEN} Total Coverage +{GRAY, WHITE, CINNAMON} 1121 869 74 183 2247 0.379049 +{BROWN} 650 654 271 49 1624 0.273954 +{RED} 438 417 219 0 1074 0.181174 +{YELLOW} 374 272 2 85 733 0.12365 +{BUFF, PINK} 110 77 21 19 227 0.0382928 +{PURPLE, GREEN} 12 11 0 0 23 0.00387989 +Total 2705 2300 587 336 5928 +Coverage 0.456309 0.387989 0.0990216 0.0566802 + +Cells 21 +Cell Id CapColor CapShape EDIBLE POISONOUS Interest Frequency Coverage +C15 {RED} {KNOBBED} 0.0273973 0.972603 0.238319 219 0.0369433 +C10 {YELLOW} {FLAT, CONICAL} 0.158088 0.841912 0.142695 272 0.0458839 +C19 {GRAY, WHITE, CINNAMON} {BELL, SUNKEN} 0.945355 0.0546448 0.132369 183 0.0308704 +C14 {BROWN} {KNOBBED} 0.221402 0.778598 0.0953086 271 0.0457152 +C22 {YELLOW} {BELL, SUNKEN} 0.964706 0.0352941 0.0697285 85 0.0143387 +C13 {GRAY, WHITE, CINNAMON} {KNOBBED} 0.959459 0.0405405 0.0586449 74 0.0124831 +C20 {BROWN} {BELL, SUNKEN} 0.959184 0.0408163 0.0387624 49 0.00826586 +C5 {BUFF, PINK} {CONVEX} 0.236364 0.763636 0.0348718 110 0.018556 +C1 {GRAY, WHITE, CINNAMON} {CONVEX} 0.620874 0.379126 0.0292378 1121 0.189103 +C4 {YELLOW} {CONVEX} 0.390374 0.609626 0.0267355 374 0.0630904 +C23 {BUFF, PINK} {BELL, SUNKEN} 0 1 0.0248872 19 0.00320513 +C17 {BUFF, PINK} {KNOBBED} 1 0 0.022546 21 0.00354251 +C7 {GRAY, WHITE, CINNAMON} {FLAT, CONICAL} 0.611047 0.388953 0.0177694 869 0.146592 +C2 {BROWN} {CONVEX} 0.615385 0.384615 0.0148515 650 0.109649 +C6 {PURPLE, GREEN} {CONVEX} 1 0 0.0128835 12 0.00202429 +C12 {PURPLE, GREEN} {FLAT, CONICAL} 1 0 0.0118098 11 0.0018556 +C11 {BUFF, PINK} {FLAT, CONICAL} 0.324675 0.675325 0.0117884 77 0.0129892 +C8 {BROWN} {FLAT, CONICAL} 0.600917 0.399083 0.0100516 654 0.110324 +C16 {YELLOW} {KNOBBED} 0 1 0.00261971 2 0.000337382 +C9 {RED} {FLAT, CONICAL} 0.494005 0.505995 0.00233828 417 0.0703441 +C3 {RED} {CONVEX} 0.5 0.5 0.00178176 438 0.0738866 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R3 +Variables + Type Name + Categorical CapShape + Categorical CapSurface + +Variables stats +CapShape +Group Frequency Coverage Size Value list +{CONVEX, FLAT} 5003 0.843961 2 CONVEX FLAT +{KNOBBED, CONICAL} 589 0.099359 2 KNOBBED CONICAL * +{BELL, SUNKEN} 336 0.0566802 2 BELL SUNKEN +CapSurface +Group Frequency Coverage Size Value list +{SCALY, GROOVES} 2285 0.385459 2 SCALY GROOVES * +{SMOOTH} 1932 0.325911 1 SMOOTH +{FIBROUS} 1711 0.28863 1 FIBROUS + +Cell frequencies + CapSurface +CapShape {SCALY, GROOVES} {SMOOTH} {FIBROUS} Total Coverage +{CONVEX, FLAT} 1911 1471 1621 5003 0.843961 +{KNOBBED, CONICAL} 263 288 38 589 0.099359 +{BELL, SUNKEN} 111 173 52 336 0.0566802 +Total 2285 1932 1711 5928 +Coverage 0.385459 0.325911 0.28863 + +Cells 9 +Cell Id CapShape CapSurface EDIBLE POISONOUS Interest Frequency Coverage +C2 {KNOBBED, CONICAL} {SCALY, GROOVES} 0.121673 0.878327 0.282926 263 0.0443657 +C7 {CONVEX, FLAT} {FIBROUS} 0.681061 0.318939 0.205557 1621 0.273448 +C6 {BELL, SUNKEN} {SMOOTH} 0.919075 0.0809249 0.175893 173 0.0291835 +C5 {KNOBBED, CONICAL} {SMOOTH} 0.315972 0.684028 0.0797027 288 0.048583 +C9 {BELL, SUNKEN} {FIBROUS} 0.980769 0.0192308 0.0791749 52 0.00877193 +C3 {BELL, SUNKEN} {SCALY, GROOVES} 0.828829 0.171171 0.0608848 111 0.0187247 +C4 {CONVEX, FLAT} {SMOOTH} 0.452753 0.547247 0.0560103 1471 0.248144 +C8 {KNOBBED, CONICAL} {FIBROUS} 0.921053 0.0789474 0.0391292 38 0.00641026 +C1 {CONVEX, FLAT} {SCALY, GROOVES} 0.490842 0.509158 0.0207215 1911 0.322368 + Total 0.534413 0.465587 1 5928 1 diff --git a/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/Input_PreparationReport.xls b/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/Input_PreparationReport.xls new file mode 100644 index 000000000..d1a5ccb50 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/Input_PreparationReport.xls @@ -0,0 +1,633 @@ +#Khiops 10.1.5 +Descriptive statistics + + +Problem description +Short description + +Dictionary Mushroom +Variables + Categorical 23 + Total 23 + +Database ../../../datasets/Mushroom/Mushroom.txt +Sample percentage 70 +Sampling mode Include sample +Selection variable +Selection value +Instances 5928 + +Learning task Classification analysis + +Target variable Categorical Class + +Target variable stats +Value Frequency Coverage +EDIBLE 3168 0.534413 +POISONOUS 2760 0.465587 + +Evaluated variables 22 +Informative variables 21 + +Max number of constructed variables 0 +Max number of trees 0 +Max number of variable pairs 50 +Discretization MODL +Value grouping MODL + +Null model + Constr. cost 0.693147 + Prep. cost 8.68761 + Data cost 4090.36 + + +Categorical variables statistics + +Rank Name Level Groups Values Mode Mode coverage Constr. cost Prep. cost Data cost +R01 Odor 0.900798 3 9 NONE 0.453104 3.82864 35.694 367.179 +R02 SporePrintColor 0.47984 4 9 WHITE 0.28863 3.82864 43.8179 2084.87 +R03 GillColor 0.402066 6 12 BUFF 0.209345 3.82864 63.2207 2384.32 +R04 StalkSurfaceAboveRing 0.285867 3 4 SMOOTH 0.633097 3.82864 28.5617 2895.37 +R05 RingType 0.283664 4 5 PENDANT 0.470142 3.82864 36.5603 2896.4 +R06 StalkSurfaceBelowRing 0.272744 3 4 SMOOTH 0.605094 3.82864 28.6051 2949.13 +R07 StalkColorAboveRing 0.245938 5 9 WHITE 0.56697 3.82864 50.6463 3036.98 +R08 GillSize 0.228924 2 2 BROAD 0.695175 3.82864 17.2546 3140.12 +R09 StalkColorBelowRing 0.223656 5 9 WHITE 0.557186 3.82864 50.8241 3128.16 +R10 Population 0.20956 5 6 SEVERAL 0.487517 3.82864 45.3128 3191.45 +R11 Bruise 0.158096 2 2 NO 0.601889 3.82864 17.3774 3430.38 +R12 Habitat 0.155388 6 7 WOODS 0.375169 3.82864 52.3352 3406.52 +R13 StalkRoot 0.143978 5 5 BULBOUS 0.446862 3.82864 42.5668 3463.07 +R14 GillSpacing 0.125243 2 2 CLOSE 0.808704 3.82864 16.9402 3565.51 +R15 CapShape 0.0418307 3 6 CONVEX 0.456309 3.82864 31.4583 3892.96 +R16 CapColor 0.0368621 5 10 BROWN 0.273954 3.82864 51.3578 3893.43 +R17 RingNumber 0.0288836 3 3 ONE 0.925101 3.82864 23.682 3953.81 +R18 CapSurface 0.0287294 2 4 SCALY 0.384953 3.82864 19.8392 3958.29 +R19 VeilColor 0.0186198 3 4 WHITE 0.975202 3.82864 23.3998 3996.17 +R20 GillAttachment 0.0109149 2 2 FREE 0.973516 3.82864 15.1539 4036.01 +R21 StalkShape 0.00748534 2 2 TAPERING 0.583502 3.82864 17.3915 4047.83 +R22 VeilType 0 1 1 PARTIAL 1 0.693147 8.68761 4090.36 + + +-------------------------------------------------------------------------------- + +Variables detailed statistics + + +Rank R01 +Variable Categorical Odor + +Variable stats +Group Size Value list +{NONE} 1 NONE +{FOUL, SPICY, FISHY, ...} 6 FOUL SPICY FISHY PUNGENT CREOSOTE MUSTY * +{ALMOND, ANISE} 2 ALMOND ANISE + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{FOUL, SPICY, FISHY, ...} 0 1 0.549437 2677 0.451586 +{NONE} 0.969099 0.030901 0.355515 2686 0.453104 +{ALMOND, ANISE} 1 0 0.0950487 565 0.0953104 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +NONE 2686 0.453104 +FOUL 1499 0.252868 +SPICY 419 0.0706815 +FISHY 414 0.0698381 +ALMOND 294 0.0495951 +ANISE 271 0.0457152 +PUNGENT 174 0.0293522 +CREOSOTE 138 0.0232794 +MUSTY 33 0.0055668 + +---------------------------------------------- +Rank R02 +Variable Categorical SporePrintColor + +Variable stats +Group Size Value list +{BROWN, BLACK} 2 BROWN BLACK +{WHITE} 1 WHITE +{CHOCOLATE, GREEN} 2 CHOCOLATE GREEN +{BUFF, ORANGE, PURPLE, ...} 4 BUFF ORANGE PURPLE YELLOW * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{BROWN, BLACK} 0.892191 0.107809 0.433474 2894 0.488192 +{CHOCOLATE, GREEN} 0.0312764 0.968724 0.367351 1183 0.199561 +{WHITE} 0.239041 0.760959 0.155311 1711 0.28863 +{BUFF, ORANGE, PURPLE, ...} 1 0 0.0438651 140 0.0236167 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +WHITE 1711 0.28863 +BROWN 1480 0.249663 +BLACK 1414 0.238529 +CHOCOLATE 1128 0.190283 +GREEN 55 0.009278 +BUFF 38 0.00641026 +ORANGE 37 0.00624157 +PURPLE 34 0.00573549 +YELLOW 31 0.00522942 + +---------------------------------------------- +Rank R03 +Variable Categorical GillColor + +Variable stats +Group Size Value list +{BROWN, PURPLE, BLACK} 3 BROWN PURPLE BLACK +{BUFF, GREEN} 2 BUFF GREEN * +{PINK} 1 PINK +{CHOCOLATE, GRAY} 2 CHOCOLATE GRAY +{WHITE, YELLOW} 2 WHITE YELLOW +{RED, ORANGE} 2 RED ORANGE + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{BUFF, GREEN} 0 1 0.567346 1259 0.212382 +{BROWN, PURPLE, BLACK} 0.888049 0.111951 0.250144 1456 0.245614 +{WHITE, YELLOW} 0.797024 0.202976 0.0832445 941 0.158738 +{CHOCOLATE, GRAY} 0.335502 0.664498 0.0508656 1076 0.181511 +{RED, ORANGE} 1 0 0.0428459 116 0.0195682 +{PINK} 0.6 0.4 0.0055532 1080 0.182186 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +BUFF 1241 0.209345 +PINK 1080 0.182186 +WHITE 872 0.147099 +BROWN 758 0.127868 +CHOCOLATE 559 0.0942982 +GRAY 517 0.0872132 +PURPLE 352 0.0593792 +BLACK 346 0.0583671 +YELLOW 69 0.0116397 +RED 65 0.0109649 +ORANGE 51 0.00860324 +GREEN 18 0.00303644 + +---------------------------------------------- +Rank R04 +Variable Categorical StalkSurfaceAboveRing + +Variable stats +Group Size Value list +{SMOOTH, SCALY} 2 SMOOTH SCALY * +{SILKY} 1 SILKY +{FIBROUS} 1 FIBROUS + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{SILKY} 0.0592861 0.940714 0.738617 1653 0.278846 +{SMOOTH, SCALY} 0.708068 0.291932 0.199532 3768 0.635628 +{FIBROUS} 0.792899 0.207101 0.0618507 507 0.0855263 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +SMOOTH 3753 0.633097 +SILKY 1653 0.278846 +FIBROUS 507 0.0855263 +SCALY 15 0.00253036 + +---------------------------------------------- +Rank R05 +Variable Categorical RingType + +Variable stats +Group Size Value list +{PENDANT} 1 PENDANT +{EVANESCENT} 1 EVANESCENT +{LARGE, NONE} 2 LARGE NONE * +{FLARING} 1 FLARING + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{LARGE, NONE} 0 1 0.591409 921 0.155364 +{PENDANT} 0.793685 0.206315 0.34179 2787 0.470142 +{EVANESCENT} 0.42098 0.57902 0.0473267 2183 0.368252 +{FLARING} 1 0 0.0194742 37 0.00624157 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +PENDANT 2787 0.470142 +EVANESCENT 2183 0.368252 +LARGE 888 0.149798 +FLARING 37 0.00624157 +NONE 33 0.0055668 + +---------------------------------------------- +Rank R06 +Variable Categorical StalkSurfaceBelowRing + +Variable stats +Group Size Value list +{SMOOTH, SCALY} 2 SMOOTH SCALY * +{SILKY} 1 SILKY +{FIBROUS} 1 FIBROUS + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{SILKY} 0.0617207 0.938279 0.740765 1604 0.27058 +{SMOOTH, SCALY} 0.695238 0.304762 0.179003 3780 0.637652 +{FIBROUS} 0.810662 0.189338 0.0802322 544 0.0917679 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +SMOOTH 3587 0.605094 +SILKY 1604 0.27058 +FIBROUS 544 0.0917679 +SCALY 193 0.0325574 + +---------------------------------------------- +Rank R07 +Variable Categorical StalkColorAboveRing + +Variable stats +Group Size Value list +{WHITE} 1 WHITE +{PINK} 1 PINK +{GRAY, ORANGE, RED} 3 GRAY ORANGE RED +{BUFF, CINNAMON, YELLOW} 3 BUFF CINNAMON YELLOW * +{BROWN} 1 BROWN + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{GRAY, ORANGE, RED} 1 0 0.367734 615 0.103745 +{BUFF, CINNAMON, YELLOW} 0 1 0.234902 322 0.0543185 +{BROWN} 0.0316456 0.968354 0.186866 316 0.0533063 +{PINK} 0.30137 0.69863 0.139043 1314 0.22166 +{WHITE} 0.638798 0.361202 0.0714553 3361 0.56697 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +WHITE 3361 0.56697 +PINK 1314 0.22166 +GRAY 410 0.0691633 +BROWN 316 0.0533063 +BUFF 284 0.0479082 +ORANGE 142 0.0239541 +RED 63 0.0106275 +CINNAMON 33 0.0055668 +YELLOW 5 0.000843455 + +---------------------------------------------- +Rank R08 +Variable Categorical GillSize + +Variable stats +Group Size Value list +{BROAD} 1 BROAD +{NARROW} 1 NARROW * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{NARROW} 0.125069 0.874931 0.706633 1807 0.304825 +{BROAD} 0.713904 0.286096 0.293367 4121 0.695175 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +BROAD 4121 0.695175 +NARROW 1807 0.304825 + +---------------------------------------------- +Rank R09 +Variable Categorical StalkColorBelowRing + +Variable stats +Group Size Value list +{WHITE} 1 WHITE +{PINK} 1 PINK +{GRAY, ORANGE, RED} 3 GRAY ORANGE RED +{BROWN} 1 BROWN +{BUFF, CINNAMON, YELLOW} 3 BUFF CINNAMON YELLOW * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{GRAY, ORANGE, RED} 1 0 0.393296 600 0.101215 +{BUFF, CINNAMON, YELLOW} 0 1 0.279903 350 0.0590418 +{PINK} 0.30564 0.69436 0.146517 1312 0.221323 +{BROWN} 0.173554 0.826446 0.105969 363 0.0612348 +{WHITE} 0.636997 0.363003 0.0743147 3303 0.557186 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +WHITE 3303 0.557186 +PINK 1312 0.221323 +GRAY 394 0.0664642 +BROWN 363 0.0612348 +BUFF 301 0.050776 +ORANGE 142 0.0239541 +RED 64 0.0107962 +CINNAMON 33 0.0055668 +YELLOW 16 0.00269906 + +---------------------------------------------- +Rank R10 +Variable Categorical Population + +Variable stats +Group Size Value list +{SEVERAL} 1 SEVERAL +{SOLITARY} 1 SOLITARY +{SCATTERED} 1 SCATTERED +{ABUNDANT, NUMEROUS} 2 ABUNDANT NUMEROUS +{CLUSTERED} 1 CLUSTERED * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{ABUNDANT, NUMEROUS} 1 0 0.457936 650 0.109649 +{SEVERAL} 0.29827 0.70173 0.370249 2890 0.487517 +{SCATTERED} 0.740166 0.259834 0.0972382 966 0.162955 +{CLUSTERED} 0.82377 0.17623 0.0508243 244 0.0411606 +{SOLITARY} 0.628183 0.371817 0.0237528 1178 0.198718 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +SEVERAL 2890 0.487517 +SOLITARY 1178 0.198718 +SCATTERED 966 0.162955 +ABUNDANT 366 0.0617409 +NUMEROUS 284 0.0479082 +CLUSTERED 244 0.0411606 + +---------------------------------------------- +Rank R11 +Variable Categorical Bruise + +Variable stats +Group Size Value list +{NO} 1 NO +{BRUISES} 1 BRUISES * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{BRUISES} 0.814831 0.185169 0.621883 2360 0.398111 +{NO} 0.348935 0.651065 0.378117 3568 0.601889 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +NO 3568 0.601889 +BRUISES 2360 0.398111 + +---------------------------------------------- +Rank R12 +Variable Categorical Habitat + +Variable stats +Group Size Value list +{WOODS} 1 WOODS +{GRASSES} 1 GRASSES +{LEAVES, URBAN} 2 LEAVES URBAN +{PATHS} 1 PATHS +{MEADOWS} 1 MEADOWS +{WASTE} 1 WASTE * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{PATHS} 0.108886 0.891114 0.482303 799 0.134784 +{LEAVES, URBAN} 0.301606 0.698394 0.143722 872 0.147099 +{GRASSES} 0.69715 0.30285 0.138157 1684 0.284076 +{WASTE} 1 0 0.120394 129 0.0217611 +{MEADOWS} 0.881818 0.118182 0.0916189 220 0.037112 +{WOODS} 0.593975 0.406025 0.0238039 2224 0.375169 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +WOODS 2224 0.375169 +GRASSES 1684 0.284076 +PATHS 799 0.134784 +LEAVES 621 0.104757 +URBAN 251 0.0423414 +MEADOWS 220 0.037112 +WASTE 129 0.0217611 + +---------------------------------------------- +Rank R13 +Variable Categorical StalkRoot + +Variable stats +Group Size Value list +{BULBOUS} 1 BULBOUS +{?} 1 ? +{EQUAL} 1 EQUAL +{CLUB} 1 CLUB +{ROOTED} 1 ROOTED * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{?} 0.286686 0.713314 0.359363 1765 0.29774 +{EQUAL} 0.822268 0.177732 0.290265 979 0.165148 +{CLUB} 0.906863 0.0931373 0.217754 408 0.0688259 +{ROOTED} 1 0 0.12882 127 0.0214238 +{BULBOUS} 0.513401 0.486599 0.00379824 2649 0.446862 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +BULBOUS 2649 0.446862 +? 1765 0.29774 +EQUAL 979 0.165148 +CLUB 408 0.0688259 +ROOTED 127 0.0214238 + +---------------------------------------------- +Rank R14 +Variable Categorical GillSpacing + +Variable stats +Group Size Value list +{CLOSE} 1 CLOSE +{CROWDED} 1 CROWDED * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{CROWDED} 0.931217 0.0687831 0.837822 1134 0.191296 +{CLOSE} 0.440551 0.559449 0.162178 4794 0.808704 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +CLOSE 4794 0.808704 +CROWDED 1134 0.191296 + +---------------------------------------------- +Rank R15 +Variable Categorical CapShape + +Variable stats +Group Size Value list +{CONVEX, FLAT} 2 CONVEX FLAT +{KNOBBED, CONICAL} 2 KNOBBED CONICAL * +{BELL, SUNKEN} 2 BELL SUNKEN + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{BELL, SUNKEN} 0.89881 0.10119 0.548736 336 0.0566802 +{KNOBBED, CONICAL} 0.268251 0.731749 0.448791 589 0.099359 +{CONVEX, FLAT} 0.541275 0.458725 0.0024731 5003 0.843961 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +CONVEX 2705 0.456309 +FLAT 2298 0.387652 +KNOBBED 587 0.0990216 +BELL 319 0.0538124 +SUNKEN 17 0.00286775 +CONICAL 2 0.000337382 + +---------------------------------------------- +Rank R16 +Variable Categorical CapColor + +Variable stats +Group Size Value list +{RED, YELLOW, BUFF, ...} 4 RED YELLOW BUFF PINK +{BROWN} 1 BROWN +{GRAY} 1 GRAY +{WHITE, CINNAMON} 2 WHITE CINNAMON +{PURPLE, GREEN} 2 PURPLE GREEN * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{RED, YELLOW, BUFF, ...} 0.380531 0.619469 0.520497 2034 0.343117 +{WHITE, CINNAMON} 0.706422 0.293578 0.252875 763 0.128711 +{GRAY} 0.628032 0.371968 0.1424 1484 0.250337 +{PURPLE, GREEN} 1 0 0.0773642 23 0.00387989 +{BROWN} 0.554187 0.445813 0.00686462 1624 0.273954 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +BROWN 1624 0.273954 +GRAY 1484 0.250337 +RED 1074 0.181174 +YELLOW 733 0.12365 +WHITE 731 0.123313 +BUFF 130 0.0219298 +PINK 97 0.016363 +CINNAMON 32 0.00539811 +PURPLE 13 0.00219298 +GREEN 10 0.00168691 + +---------------------------------------------- +Rank R17 +Variable Categorical RingNumber + +Variable stats +Group Size Value list +{ONE} 1 ONE +{TWO} 1 TWO +{NONE} 1 NONE * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{TWO} 0.86618 0.13382 0.772802 411 0.069332 +{NONE} 0 1 0.188642 33 0.0055668 +{ONE} 0.512764 0.487236 0.0385558 5484 0.925101 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +ONE 5484 0.925101 +TWO 411 0.069332 +NONE 33 0.0055668 + +---------------------------------------------- +Rank R18 +Variable Categorical CapSurface + +Variable stats +Group Size Value list +{SCALY, SMOOTH, GROOVES} 3 SCALY SMOOTH GROOVES * +{FIBROUS} 1 FIBROUS + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{FIBROUS} 0.6955 0.3045 0.718902 1711 0.28863 +{SCALY, SMOOTH, GROOVES} 0.469054 0.530946 0.281098 4217 0.71137 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +SCALY 2282 0.384953 +SMOOTH 1932 0.325911 +FIBROUS 1711 0.28863 +GROOVES 3 0.000506073 + +---------------------------------------------- +Rank R19 +Variable Categorical VeilColor + +Variable stats +Group Size Value list +{WHITE} 1 WHITE +{ORANGE, BROWN} 2 ORANGE BROWN +{YELLOW} 1 YELLOW * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{ORANGE, BROWN} 1 0 0.944583 142 0.0239541 +{YELLOW} 0 1 0.0405783 5 0.000843455 +{WHITE} 0.523439 0.476561 0.0148388 5781 0.975202 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +WHITE 5781 0.975202 +ORANGE 76 0.0128205 +BROWN 66 0.0111336 +YELLOW 5 0.000843455 + +---------------------------------------------- +Rank R20 +Variable Categorical GillAttachment + +Variable stats +Group Size Value list +{FREE} 1 FREE +{ATTACHED} 1 ATTACHED * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{ATTACHED} 0.904459 0.0955414 0.977475 157 0.0264845 +{FREE} 0.524346 0.475654 0.0225246 5771 0.973516 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +FREE 5771 0.973516 +ATTACHED 157 0.0264845 + +---------------------------------------------- +Rank R21 +Variable Categorical StalkShape + +Variable stats +Group Size Value list +{TAPERING} 1 TAPERING +{ENLARGING} 1 ENLARGING * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{ENLARGING} 0.466991 0.533009 0.581265 2469 0.416498 +{TAPERING} 0.582538 0.417462 0.418735 3459 0.583502 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +TAPERING 3459 0.583502 +ENLARGING 2469 0.416498 diff --git a/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/Var0_AllReports.khj b/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/Var0_AllReports.khj new file mode 100644 index 000000000..4f0934f29 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/Var0_AllReports.khj @@ -0,0 +1,1079 @@ +{ + "tool": "Khiops", + "version": "10.1.5", + "shortDescription": "", + "preparationReport": { + "reportType": "Preparation", + "summary": { + "dictionary": "Mushroom", + "variables": { + "types": [ + "Categorical" + ], + "numbers": [ + 23 + ] + }, + "database": "..\/..\/..\/datasets\/Mushroom\/Mushroom.txt", + "samplePercentage": 70, + "samplingMode": "Include sample", + "selectionVariable": "", + "selectionValue": "", + "instances": 5928, + "learningTask": "Classification analysis", + "targetVariable": "Class", + "targetDescriptiveStats": { + "values": 2, + "mode": "EDIBLE", + "modeFrequency": 3168 + }, + "targetValues": { + "values": ["EDIBLE","POISONOUS"], + "frequencies": [3168,2760] + }, + "evaluatedVariables": 22, + "informativeVariables": 21, + "featureEngineering": { + "maxNumberOfConstructedVariables": 0, + "maxNumberOfTrees": 0, + "maxNumberOfVariablePairs": 50 + }, + "discretization": "MODL", + "valueGrouping": "MODL", + "nullModel": { + "constructionCost": 0.693147, + "preparationCost": 8.68761, + "dataCost": 4090.36 + } + }, + "variablesStatistics": [ + { + "rank": "R01", + "name": "Odor", + "type": "Categorical", + "level": 0.900798, + "parts": 3, + "values": 9, + "mode": "NONE", + "modeFrequency": 2686, + "constructionCost": 3.82864, + "preparationCost": 35.694, + "dataCost": 367.179 + }, + { + "rank": "R02", + "name": "SporePrintColor", + "type": "Categorical", + "level": 0.47984, + "parts": 4, + "values": 9, + "mode": "WHITE", + "modeFrequency": 1711, + "constructionCost": 3.82864, + "preparationCost": 43.8179, + "dataCost": 2084.87 + }, + { + "rank": "R03", + "name": "GillColor", + "type": "Categorical", + "level": 0.402066, + "parts": 6, + "values": 12, + "mode": "BUFF", + "modeFrequency": 1241, + "constructionCost": 3.82864, + "preparationCost": 63.2207, + "dataCost": 2384.32 + }, + { + "rank": "R04", + "name": "StalkSurfaceAboveRing", + "type": "Categorical", + "level": 0.285867, + "parts": 3, + "values": 4, + "mode": "SMOOTH", + "modeFrequency": 3753, + "constructionCost": 3.82864, + "preparationCost": 28.5617, + "dataCost": 2895.37 + }, + { + "rank": "R05", + "name": "RingType", + "type": "Categorical", + "level": 0.283664, + "parts": 4, + "values": 5, + "mode": "PENDANT", + "modeFrequency": 2787, + "constructionCost": 3.82864, + "preparationCost": 36.5603, + "dataCost": 2896.4 + }, + { + "rank": "R06", + "name": "StalkSurfaceBelowRing", + "type": "Categorical", + "level": 0.272744, + "parts": 3, + "values": 4, + "mode": "SMOOTH", + "modeFrequency": 3587, + "constructionCost": 3.82864, + "preparationCost": 28.6051, + "dataCost": 2949.13 + }, + { + "rank": "R07", + "name": "StalkColorAboveRing", + "type": "Categorical", + "level": 0.245938, + "parts": 5, + "values": 9, + "mode": "WHITE", + "modeFrequency": 3361, + "constructionCost": 3.82864, + "preparationCost": 50.6463, + "dataCost": 3036.98 + }, + { + "rank": "R08", + "name": "GillSize", + "type": "Categorical", + "level": 0.228924, + "parts": 2, + "values": 2, + "mode": "BROAD", + "modeFrequency": 4121, + "constructionCost": 3.82864, + "preparationCost": 17.2546, + "dataCost": 3140.12 + }, + { + "rank": "R09", + "name": "StalkColorBelowRing", + "type": "Categorical", + "level": 0.223656, + "parts": 5, + "values": 9, + "mode": "WHITE", + "modeFrequency": 3303, + "constructionCost": 3.82864, + "preparationCost": 50.8241, + "dataCost": 3128.16 + }, + { + "rank": "R10", + "name": "Population", + "type": "Categorical", + "level": 0.20956, + "parts": 5, + "values": 6, + "mode": "SEVERAL", + "modeFrequency": 2890, + "constructionCost": 3.82864, + "preparationCost": 45.3128, + "dataCost": 3191.45 + }, + { + "rank": "R11", + "name": "Bruise", + "type": "Categorical", + "level": 0.158096, + "parts": 2, + "values": 2, + "mode": "NO", + "modeFrequency": 3568, + "constructionCost": 3.82864, + "preparationCost": 17.3774, + "dataCost": 3430.38 + }, + { + "rank": "R12", + "name": "Habitat", + "type": "Categorical", + "level": 0.155388, + "parts": 6, + "values": 7, + "mode": "WOODS", + "modeFrequency": 2224, + "constructionCost": 3.82864, + "preparationCost": 52.3352, + "dataCost": 3406.52 + }, + { + "rank": "R13", + "name": "StalkRoot", + "type": "Categorical", + "level": 0.143978, + "parts": 5, + "values": 5, + "mode": "BULBOUS", + "modeFrequency": 2649, + "constructionCost": 3.82864, + "preparationCost": 42.5668, + "dataCost": 3463.07 + }, + { + "rank": "R14", + "name": "GillSpacing", + "type": "Categorical", + "level": 0.125243, + "parts": 2, + "values": 2, + "mode": "CLOSE", + "modeFrequency": 4794, + "constructionCost": 3.82864, + "preparationCost": 16.9402, + "dataCost": 3565.51 + }, + { + "rank": "R15", + "name": "CapShape", + "type": "Categorical", + "level": 0.0418307, + "parts": 3, + "values": 6, + "mode": "CONVEX", + "modeFrequency": 2705, + "constructionCost": 3.82864, + "preparationCost": 31.4583, + "dataCost": 3892.96 + }, + { + "rank": "R16", + "name": "CapColor", + "type": "Categorical", + "level": 0.0368621, + "parts": 5, + "values": 10, + "mode": "BROWN", + "modeFrequency": 1624, + "constructionCost": 3.82864, + "preparationCost": 51.3578, + "dataCost": 3893.43 + }, + { + "rank": "R17", + "name": "RingNumber", + "type": "Categorical", + "level": 0.0288836, + "parts": 3, + "values": 3, + "mode": "ONE", + "modeFrequency": 5484, + "constructionCost": 3.82864, + "preparationCost": 23.682, + "dataCost": 3953.81 + }, + { + "rank": "R18", + "name": "CapSurface", + "type": "Categorical", + "level": 0.0287294, + "parts": 2, + "values": 4, + "mode": "SCALY", + "modeFrequency": 2282, + "constructionCost": 3.82864, + "preparationCost": 19.8392, + "dataCost": 3958.29 + }, + { + "rank": "R19", + "name": "VeilColor", + "type": "Categorical", + "level": 0.0186198, + "parts": 3, + "values": 4, + "mode": "WHITE", + "modeFrequency": 5781, + "constructionCost": 3.82864, + "preparationCost": 23.3998, + "dataCost": 3996.17 + }, + { + "rank": "R20", + "name": "GillAttachment", + "type": "Categorical", + "level": 0.0109149, + "parts": 2, + "values": 2, + "mode": "FREE", + "modeFrequency": 5771, + "constructionCost": 3.82864, + "preparationCost": 15.1539, + "dataCost": 4036.01 + }, + { + "rank": "R21", + "name": "StalkShape", + "type": "Categorical", + "level": 0.00748534, + "parts": 2, + "values": 2, + "mode": "TAPERING", + "modeFrequency": 3459, + "constructionCost": 3.82864, + "preparationCost": 17.3915, + "dataCost": 4047.83 + }, + { + "rank": "R22", + "name": "VeilType", + "type": "Categorical", + "level": 0, + "parts": 1, + "values": 1, + "mode": "PARTIAL", + "modeFrequency": 5928, + "constructionCost": 0.693147, + "preparationCost": 8.68761, + "dataCost": 4090.36 + } + ], + "variablesDetailedStatistics": { + "R01": { + "dataGrid": { + "isSupervised": true, + "dimensions": [ + { + "variable": "Odor", + "type": "Categorical", + "partitionType": "Value groups", + "partition": [ + ["NONE"], + ["FOUL","SPICY","FISHY","PUNGENT","CREOSOTE","MUSTY"], + ["ALMOND","ANISE"] + ], + "defaultGroupIndex": 1 + }, + { + "variable": "Class", + "type": "Categorical", + "partitionType": "Values", + "partition": ["EDIBLE","POISONOUS"] + } + ], + "partTargetFrequencies": [ + [2603,83], + [0,2677], + [565,0] + ], + "partInterests": [0.355515,0.549437,0.0950487] + }, + "inputValues": { + "values": ["NONE","FOUL","SPICY","FISHY","ALMOND","ANISE","PUNGENT","CREOSOTE","MUSTY"], + "frequencies": [2686,1499,419,414,294,271,174,138,33] + } + }, + "R02": { + "dataGrid": { + "isSupervised": true, + "dimensions": [ + { + "variable": "SporePrintColor", + "type": "Categorical", + "partitionType": "Value groups", + "partition": [ + ["BROWN","BLACK"], + ["WHITE"], + ["CHOCOLATE","GREEN"], + ["BUFF","ORANGE","PURPLE","YELLOW"] + ], + "defaultGroupIndex": 3 + }, + { + "variable": "Class", + "type": "Categorical", + "partitionType": "Values", + "partition": ["EDIBLE","POISONOUS"] + } + ], + "partTargetFrequencies": [ + [2582,312], + [409,1302], + [37,1146], + [140,0] + ], + "partInterests": [0.433474,0.155311,0.367351,0.0438651] + }, + "inputValues": { + 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a/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/Var0_PreparationReport.xls b/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/Var0_PreparationReport.xls new file mode 100644 index 000000000..d1a5ccb50 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/Var0_PreparationReport.xls @@ -0,0 +1,633 @@ +#Khiops 10.1.5 +Descriptive statistics + + +Problem description +Short description + +Dictionary Mushroom +Variables + Categorical 23 + Total 23 + +Database ../../../datasets/Mushroom/Mushroom.txt +Sample percentage 70 +Sampling mode Include sample +Selection variable +Selection value +Instances 5928 + +Learning task Classification analysis + +Target variable Categorical Class + +Target variable stats +Value Frequency Coverage +EDIBLE 3168 0.534413 +POISONOUS 2760 0.465587 + +Evaluated variables 22 +Informative variables 21 + +Max number of constructed variables 0 +Max number of trees 0 +Max number of variable pairs 50 +Discretization MODL +Value grouping MODL + +Null model + Constr. cost 0.693147 + Prep. cost 8.68761 + Data cost 4090.36 + + +Categorical variables statistics + +Rank Name Level Groups Values Mode Mode coverage Constr. cost Prep. cost Data cost +R01 Odor 0.900798 3 9 NONE 0.453104 3.82864 35.694 367.179 +R02 SporePrintColor 0.47984 4 9 WHITE 0.28863 3.82864 43.8179 2084.87 +R03 GillColor 0.402066 6 12 BUFF 0.209345 3.82864 63.2207 2384.32 +R04 StalkSurfaceAboveRing 0.285867 3 4 SMOOTH 0.633097 3.82864 28.5617 2895.37 +R05 RingType 0.283664 4 5 PENDANT 0.470142 3.82864 36.5603 2896.4 +R06 StalkSurfaceBelowRing 0.272744 3 4 SMOOTH 0.605094 3.82864 28.6051 2949.13 +R07 StalkColorAboveRing 0.245938 5 9 WHITE 0.56697 3.82864 50.6463 3036.98 +R08 GillSize 0.228924 2 2 BROAD 0.695175 3.82864 17.2546 3140.12 +R09 StalkColorBelowRing 0.223656 5 9 WHITE 0.557186 3.82864 50.8241 3128.16 +R10 Population 0.20956 5 6 SEVERAL 0.487517 3.82864 45.3128 3191.45 +R11 Bruise 0.158096 2 2 NO 0.601889 3.82864 17.3774 3430.38 +R12 Habitat 0.155388 6 7 WOODS 0.375169 3.82864 52.3352 3406.52 +R13 StalkRoot 0.143978 5 5 BULBOUS 0.446862 3.82864 42.5668 3463.07 +R14 GillSpacing 0.125243 2 2 CLOSE 0.808704 3.82864 16.9402 3565.51 +R15 CapShape 0.0418307 3 6 CONVEX 0.456309 3.82864 31.4583 3892.96 +R16 CapColor 0.0368621 5 10 BROWN 0.273954 3.82864 51.3578 3893.43 +R17 RingNumber 0.0288836 3 3 ONE 0.925101 3.82864 23.682 3953.81 +R18 CapSurface 0.0287294 2 4 SCALY 0.384953 3.82864 19.8392 3958.29 +R19 VeilColor 0.0186198 3 4 WHITE 0.975202 3.82864 23.3998 3996.17 +R20 GillAttachment 0.0109149 2 2 FREE 0.973516 3.82864 15.1539 4036.01 +R21 StalkShape 0.00748534 2 2 TAPERING 0.583502 3.82864 17.3915 4047.83 +R22 VeilType 0 1 1 PARTIAL 1 0.693147 8.68761 4090.36 + + +-------------------------------------------------------------------------------- + +Variables detailed statistics + + +Rank R01 +Variable Categorical Odor + +Variable stats +Group Size Value list +{NONE} 1 NONE +{FOUL, SPICY, FISHY, ...} 6 FOUL SPICY FISHY PUNGENT CREOSOTE MUSTY * +{ALMOND, ANISE} 2 ALMOND ANISE + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{FOUL, SPICY, FISHY, ...} 0 1 0.549437 2677 0.451586 +{NONE} 0.969099 0.030901 0.355515 2686 0.453104 +{ALMOND, ANISE} 1 0 0.0950487 565 0.0953104 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +NONE 2686 0.453104 +FOUL 1499 0.252868 +SPICY 419 0.0706815 +FISHY 414 0.0698381 +ALMOND 294 0.0495951 +ANISE 271 0.0457152 +PUNGENT 174 0.0293522 +CREOSOTE 138 0.0232794 +MUSTY 33 0.0055668 + +---------------------------------------------- +Rank R02 +Variable Categorical SporePrintColor + +Variable stats +Group Size Value list +{BROWN, BLACK} 2 BROWN BLACK +{WHITE} 1 WHITE +{CHOCOLATE, GREEN} 2 CHOCOLATE GREEN +{BUFF, ORANGE, PURPLE, ...} 4 BUFF ORANGE PURPLE YELLOW * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{BROWN, BLACK} 0.892191 0.107809 0.433474 2894 0.488192 +{CHOCOLATE, GREEN} 0.0312764 0.968724 0.367351 1183 0.199561 +{WHITE} 0.239041 0.760959 0.155311 1711 0.28863 +{BUFF, ORANGE, PURPLE, ...} 1 0 0.0438651 140 0.0236167 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +WHITE 1711 0.28863 +BROWN 1480 0.249663 +BLACK 1414 0.238529 +CHOCOLATE 1128 0.190283 +GREEN 55 0.009278 +BUFF 38 0.00641026 +ORANGE 37 0.00624157 +PURPLE 34 0.00573549 +YELLOW 31 0.00522942 + +---------------------------------------------- +Rank R03 +Variable Categorical GillColor + +Variable stats +Group Size Value list +{BROWN, PURPLE, BLACK} 3 BROWN PURPLE BLACK +{BUFF, GREEN} 2 BUFF GREEN * +{PINK} 1 PINK +{CHOCOLATE, GRAY} 2 CHOCOLATE GRAY +{WHITE, YELLOW} 2 WHITE YELLOW +{RED, ORANGE} 2 RED ORANGE + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{BUFF, GREEN} 0 1 0.567346 1259 0.212382 +{BROWN, PURPLE, BLACK} 0.888049 0.111951 0.250144 1456 0.245614 +{WHITE, YELLOW} 0.797024 0.202976 0.0832445 941 0.158738 +{CHOCOLATE, GRAY} 0.335502 0.664498 0.0508656 1076 0.181511 +{RED, ORANGE} 1 0 0.0428459 116 0.0195682 +{PINK} 0.6 0.4 0.0055532 1080 0.182186 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +BUFF 1241 0.209345 +PINK 1080 0.182186 +WHITE 872 0.147099 +BROWN 758 0.127868 +CHOCOLATE 559 0.0942982 +GRAY 517 0.0872132 +PURPLE 352 0.0593792 +BLACK 346 0.0583671 +YELLOW 69 0.0116397 +RED 65 0.0109649 +ORANGE 51 0.00860324 +GREEN 18 0.00303644 + +---------------------------------------------- +Rank R04 +Variable Categorical StalkSurfaceAboveRing + +Variable stats +Group Size Value list +{SMOOTH, SCALY} 2 SMOOTH SCALY * +{SILKY} 1 SILKY +{FIBROUS} 1 FIBROUS + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{SILKY} 0.0592861 0.940714 0.738617 1653 0.278846 +{SMOOTH, SCALY} 0.708068 0.291932 0.199532 3768 0.635628 +{FIBROUS} 0.792899 0.207101 0.0618507 507 0.0855263 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +SMOOTH 3753 0.633097 +SILKY 1653 0.278846 +FIBROUS 507 0.0855263 +SCALY 15 0.00253036 + +---------------------------------------------- +Rank R05 +Variable Categorical RingType + +Variable stats +Group Size Value list +{PENDANT} 1 PENDANT +{EVANESCENT} 1 EVANESCENT +{LARGE, NONE} 2 LARGE NONE * +{FLARING} 1 FLARING + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{LARGE, NONE} 0 1 0.591409 921 0.155364 +{PENDANT} 0.793685 0.206315 0.34179 2787 0.470142 +{EVANESCENT} 0.42098 0.57902 0.0473267 2183 0.368252 +{FLARING} 1 0 0.0194742 37 0.00624157 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +PENDANT 2787 0.470142 +EVANESCENT 2183 0.368252 +LARGE 888 0.149798 +FLARING 37 0.00624157 +NONE 33 0.0055668 + +---------------------------------------------- +Rank R06 +Variable Categorical StalkSurfaceBelowRing + +Variable stats +Group Size Value list +{SMOOTH, SCALY} 2 SMOOTH SCALY * +{SILKY} 1 SILKY +{FIBROUS} 1 FIBROUS + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{SILKY} 0.0617207 0.938279 0.740765 1604 0.27058 +{SMOOTH, SCALY} 0.695238 0.304762 0.179003 3780 0.637652 +{FIBROUS} 0.810662 0.189338 0.0802322 544 0.0917679 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +SMOOTH 3587 0.605094 +SILKY 1604 0.27058 +FIBROUS 544 0.0917679 +SCALY 193 0.0325574 + +---------------------------------------------- +Rank R07 +Variable Categorical StalkColorAboveRing + +Variable stats +Group Size Value list +{WHITE} 1 WHITE +{PINK} 1 PINK +{GRAY, ORANGE, RED} 3 GRAY ORANGE RED +{BUFF, CINNAMON, YELLOW} 3 BUFF CINNAMON YELLOW * +{BROWN} 1 BROWN + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{GRAY, ORANGE, RED} 1 0 0.367734 615 0.103745 +{BUFF, CINNAMON, YELLOW} 0 1 0.234902 322 0.0543185 +{BROWN} 0.0316456 0.968354 0.186866 316 0.0533063 +{PINK} 0.30137 0.69863 0.139043 1314 0.22166 +{WHITE} 0.638798 0.361202 0.0714553 3361 0.56697 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +WHITE 3361 0.56697 +PINK 1314 0.22166 +GRAY 410 0.0691633 +BROWN 316 0.0533063 +BUFF 284 0.0479082 +ORANGE 142 0.0239541 +RED 63 0.0106275 +CINNAMON 33 0.0055668 +YELLOW 5 0.000843455 + +---------------------------------------------- +Rank R08 +Variable Categorical GillSize + +Variable stats +Group Size Value list +{BROAD} 1 BROAD +{NARROW} 1 NARROW * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{NARROW} 0.125069 0.874931 0.706633 1807 0.304825 +{BROAD} 0.713904 0.286096 0.293367 4121 0.695175 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +BROAD 4121 0.695175 +NARROW 1807 0.304825 + +---------------------------------------------- +Rank R09 +Variable Categorical StalkColorBelowRing + +Variable stats +Group Size Value list +{WHITE} 1 WHITE +{PINK} 1 PINK +{GRAY, ORANGE, RED} 3 GRAY ORANGE RED +{BROWN} 1 BROWN +{BUFF, CINNAMON, YELLOW} 3 BUFF CINNAMON YELLOW * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{GRAY, ORANGE, RED} 1 0 0.393296 600 0.101215 +{BUFF, CINNAMON, YELLOW} 0 1 0.279903 350 0.0590418 +{PINK} 0.30564 0.69436 0.146517 1312 0.221323 +{BROWN} 0.173554 0.826446 0.105969 363 0.0612348 +{WHITE} 0.636997 0.363003 0.0743147 3303 0.557186 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +WHITE 3303 0.557186 +PINK 1312 0.221323 +GRAY 394 0.0664642 +BROWN 363 0.0612348 +BUFF 301 0.050776 +ORANGE 142 0.0239541 +RED 64 0.0107962 +CINNAMON 33 0.0055668 +YELLOW 16 0.00269906 + +---------------------------------------------- +Rank R10 +Variable Categorical Population + +Variable stats +Group Size Value list +{SEVERAL} 1 SEVERAL +{SOLITARY} 1 SOLITARY +{SCATTERED} 1 SCATTERED +{ABUNDANT, NUMEROUS} 2 ABUNDANT NUMEROUS +{CLUSTERED} 1 CLUSTERED * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{ABUNDANT, NUMEROUS} 1 0 0.457936 650 0.109649 +{SEVERAL} 0.29827 0.70173 0.370249 2890 0.487517 +{SCATTERED} 0.740166 0.259834 0.0972382 966 0.162955 +{CLUSTERED} 0.82377 0.17623 0.0508243 244 0.0411606 +{SOLITARY} 0.628183 0.371817 0.0237528 1178 0.198718 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +SEVERAL 2890 0.487517 +SOLITARY 1178 0.198718 +SCATTERED 966 0.162955 +ABUNDANT 366 0.0617409 +NUMEROUS 284 0.0479082 +CLUSTERED 244 0.0411606 + +---------------------------------------------- +Rank R11 +Variable Categorical Bruise + +Variable stats +Group Size Value list +{NO} 1 NO +{BRUISES} 1 BRUISES * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{BRUISES} 0.814831 0.185169 0.621883 2360 0.398111 +{NO} 0.348935 0.651065 0.378117 3568 0.601889 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +NO 3568 0.601889 +BRUISES 2360 0.398111 + +---------------------------------------------- +Rank R12 +Variable Categorical Habitat + +Variable stats +Group Size Value list +{WOODS} 1 WOODS +{GRASSES} 1 GRASSES +{LEAVES, URBAN} 2 LEAVES URBAN +{PATHS} 1 PATHS +{MEADOWS} 1 MEADOWS +{WASTE} 1 WASTE * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{PATHS} 0.108886 0.891114 0.482303 799 0.134784 +{LEAVES, URBAN} 0.301606 0.698394 0.143722 872 0.147099 +{GRASSES} 0.69715 0.30285 0.138157 1684 0.284076 +{WASTE} 1 0 0.120394 129 0.0217611 +{MEADOWS} 0.881818 0.118182 0.0916189 220 0.037112 +{WOODS} 0.593975 0.406025 0.0238039 2224 0.375169 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +WOODS 2224 0.375169 +GRASSES 1684 0.284076 +PATHS 799 0.134784 +LEAVES 621 0.104757 +URBAN 251 0.0423414 +MEADOWS 220 0.037112 +WASTE 129 0.0217611 + +---------------------------------------------- +Rank R13 +Variable Categorical StalkRoot + +Variable stats +Group Size Value list +{BULBOUS} 1 BULBOUS +{?} 1 ? +{EQUAL} 1 EQUAL +{CLUB} 1 CLUB +{ROOTED} 1 ROOTED * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{?} 0.286686 0.713314 0.359363 1765 0.29774 +{EQUAL} 0.822268 0.177732 0.290265 979 0.165148 +{CLUB} 0.906863 0.0931373 0.217754 408 0.0688259 +{ROOTED} 1 0 0.12882 127 0.0214238 +{BULBOUS} 0.513401 0.486599 0.00379824 2649 0.446862 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +BULBOUS 2649 0.446862 +? 1765 0.29774 +EQUAL 979 0.165148 +CLUB 408 0.0688259 +ROOTED 127 0.0214238 + +---------------------------------------------- +Rank R14 +Variable Categorical GillSpacing + +Variable stats +Group Size Value list +{CLOSE} 1 CLOSE +{CROWDED} 1 CROWDED * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{CROWDED} 0.931217 0.0687831 0.837822 1134 0.191296 +{CLOSE} 0.440551 0.559449 0.162178 4794 0.808704 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +CLOSE 4794 0.808704 +CROWDED 1134 0.191296 + +---------------------------------------------- +Rank R15 +Variable Categorical CapShape + +Variable stats +Group Size Value list +{CONVEX, FLAT} 2 CONVEX FLAT +{KNOBBED, CONICAL} 2 KNOBBED CONICAL * +{BELL, SUNKEN} 2 BELL SUNKEN + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{BELL, SUNKEN} 0.89881 0.10119 0.548736 336 0.0566802 +{KNOBBED, CONICAL} 0.268251 0.731749 0.448791 589 0.099359 +{CONVEX, FLAT} 0.541275 0.458725 0.0024731 5003 0.843961 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +CONVEX 2705 0.456309 +FLAT 2298 0.387652 +KNOBBED 587 0.0990216 +BELL 319 0.0538124 +SUNKEN 17 0.00286775 +CONICAL 2 0.000337382 + +---------------------------------------------- +Rank R16 +Variable Categorical CapColor + +Variable stats +Group Size Value list +{RED, YELLOW, BUFF, ...} 4 RED YELLOW BUFF PINK +{BROWN} 1 BROWN +{GRAY} 1 GRAY +{WHITE, CINNAMON} 2 WHITE CINNAMON +{PURPLE, GREEN} 2 PURPLE GREEN * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{RED, YELLOW, BUFF, ...} 0.380531 0.619469 0.520497 2034 0.343117 +{WHITE, CINNAMON} 0.706422 0.293578 0.252875 763 0.128711 +{GRAY} 0.628032 0.371968 0.1424 1484 0.250337 +{PURPLE, GREEN} 1 0 0.0773642 23 0.00387989 +{BROWN} 0.554187 0.445813 0.00686462 1624 0.273954 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +BROWN 1624 0.273954 +GRAY 1484 0.250337 +RED 1074 0.181174 +YELLOW 733 0.12365 +WHITE 731 0.123313 +BUFF 130 0.0219298 +PINK 97 0.016363 +CINNAMON 32 0.00539811 +PURPLE 13 0.00219298 +GREEN 10 0.00168691 + +---------------------------------------------- +Rank R17 +Variable Categorical RingNumber + +Variable stats +Group Size Value list +{ONE} 1 ONE +{TWO} 1 TWO +{NONE} 1 NONE * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{TWO} 0.86618 0.13382 0.772802 411 0.069332 +{NONE} 0 1 0.188642 33 0.0055668 +{ONE} 0.512764 0.487236 0.0385558 5484 0.925101 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +ONE 5484 0.925101 +TWO 411 0.069332 +NONE 33 0.0055668 + +---------------------------------------------- +Rank R18 +Variable Categorical CapSurface + +Variable stats +Group Size Value list +{SCALY, SMOOTH, GROOVES} 3 SCALY SMOOTH GROOVES * +{FIBROUS} 1 FIBROUS + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{FIBROUS} 0.6955 0.3045 0.718902 1711 0.28863 +{SCALY, SMOOTH, GROOVES} 0.469054 0.530946 0.281098 4217 0.71137 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +SCALY 2282 0.384953 +SMOOTH 1932 0.325911 +FIBROUS 1711 0.28863 +GROOVES 3 0.000506073 + +---------------------------------------------- +Rank R19 +Variable Categorical VeilColor + +Variable stats +Group Size Value list +{WHITE} 1 WHITE +{ORANGE, BROWN} 2 ORANGE BROWN +{YELLOW} 1 YELLOW * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{ORANGE, BROWN} 1 0 0.944583 142 0.0239541 +{YELLOW} 0 1 0.0405783 5 0.000843455 +{WHITE} 0.523439 0.476561 0.0148388 5781 0.975202 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +WHITE 5781 0.975202 +ORANGE 76 0.0128205 +BROWN 66 0.0111336 +YELLOW 5 0.000843455 + +---------------------------------------------- +Rank R20 +Variable Categorical GillAttachment + +Variable stats +Group Size Value list +{FREE} 1 FREE +{ATTACHED} 1 ATTACHED * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{ATTACHED} 0.904459 0.0955414 0.977475 157 0.0264845 +{FREE} 0.524346 0.475654 0.0225246 5771 0.973516 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +FREE 5771 0.973516 +ATTACHED 157 0.0264845 + +---------------------------------------------- +Rank R21 +Variable Categorical StalkShape + +Variable stats +Group Size Value list +{TAPERING} 1 TAPERING +{ENLARGING} 1 ENLARGING * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{ENLARGING} 0.466991 0.533009 0.581265 2469 0.416498 +{TAPERING} 0.582538 0.417462 0.418735 3459 0.583502 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +TAPERING 3459 0.583502 +ENLARGING 2469 0.416498 diff --git a/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/Var1All_AllReports.khj b/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/Var1All_AllReports.khj new file mode 100644 index 000000000..ef07b5a8b --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/Var1All_AllReports.khj @@ -0,0 +1,5160 @@ +{ + "tool": "Khiops", + "version": "10.1.5", + "shortDescription": "", + "preparationReport": { + "reportType": "Preparation", + "summary": { + "dictionary": "Mushroom", + "variables": { + "types": [ + "Categorical" + ], + "numbers": [ + 23 + ] + }, + "database": "..\/..\/..\/datasets\/Mushroom\/Mushroom.txt", + "samplePercentage": 70, + "samplingMode": "Include sample", + "selectionVariable": "", + "selectionValue": "", + "instances": 5928, + "learningTask": "Classification analysis", + "targetVariable": "Class", + "targetDescriptiveStats": { + "values": 2, + "mode": "EDIBLE", + "modeFrequency": 3168 + }, + "targetValues": { + "values": ["EDIBLE","POISONOUS"], + "frequencies": [3168,2760] + }, + "evaluatedVariables": 22, + "informativeVariables": 21, + "featureEngineering": { + "maxNumberOfConstructedVariables": 0, + "maxNumberOfTrees": 0, + "maxNumberOfVariablePairs": 50 + }, + "discretization": "MODL", + "valueGrouping": "MODL", + "nullModel": { + "constructionCost": 0.693147, + "preparationCost": 8.68761, + "dataCost": 4090.36 + } + }, + "variablesStatistics": [ + { + "rank": "R01", + "name": "Odor", + "type": "Categorical", + "level": 0.900798, + "parts": 3, + "values": 9, + "mode": "NONE", + "modeFrequency": 2686, + "constructionCost": 3.82864, + "preparationCost": 35.694, + "dataCost": 367.179 + }, + { + "rank": "R02", + "name": "SporePrintColor", + "type": "Categorical", + "level": 0.47984, + "parts": 4, + "values": 9, + "mode": "WHITE", + "modeFrequency": 1711, + "constructionCost": 3.82864, + "preparationCost": 43.8179, + "dataCost": 2084.87 + }, + { + "rank": "R03", + "name": "GillColor", + "type": "Categorical", + "level": 0.402066, + "parts": 6, + "values": 12, + "mode": "BUFF", + "modeFrequency": 1241, + "constructionCost": 3.82864, + "preparationCost": 63.2207, + "dataCost": 2384.32 + }, + { + "rank": "R04", + "name": "StalkSurfaceAboveRing", + "type": "Categorical", + "level": 0.285867, + "parts": 3, + "values": 4, + "mode": "SMOOTH", + "modeFrequency": 3753, + "constructionCost": 3.82864, + "preparationCost": 28.5617, + "dataCost": 2895.37 + }, + { + "rank": "R05", + "name": "RingType", + "type": "Categorical", + "level": 0.283664, + "parts": 4, + "values": 5, + "mode": "PENDANT", + "modeFrequency": 2787, + "constructionCost": 3.82864, + "preparationCost": 36.5603, + "dataCost": 2896.4 + }, + { + "rank": "R06", + "name": "StalkSurfaceBelowRing", + "type": "Categorical", + "level": 0.272744, + "parts": 3, + "values": 4, + "mode": "SMOOTH", + "modeFrequency": 3587, + "constructionCost": 3.82864, + "preparationCost": 28.6051, + "dataCost": 2949.13 + }, + { + "rank": "R07", + "name": "StalkColorAboveRing", + "type": "Categorical", + "level": 0.245938, + "parts": 5, + "values": 9, + "mode": "WHITE", + "modeFrequency": 3361, + "constructionCost": 3.82864, + "preparationCost": 50.6463, + "dataCost": 3036.98 + }, + { + "rank": "R08", + "name": "GillSize", + "type": "Categorical", + "level": 0.228924, + "parts": 2, + "values": 2, + "mode": "BROAD", + "modeFrequency": 4121, + "constructionCost": 3.82864, + "preparationCost": 17.2546, + "dataCost": 3140.12 + }, + { + "rank": "R09", + "name": "StalkColorBelowRing", + "type": "Categorical", + "level": 0.223656, + "parts": 5, + "values": 9, + "mode": "WHITE", + "modeFrequency": 3303, + "constructionCost": 3.82864, + "preparationCost": 50.8241, + "dataCost": 3128.16 + }, + { + "rank": "R10", + "name": "Population", + "type": "Categorical", + "level": 0.20956, + "parts": 5, + "values": 6, + "mode": "SEVERAL", + "modeFrequency": 2890, + "constructionCost": 3.82864, + "preparationCost": 45.3128, + "dataCost": 3191.45 + }, + { + "rank": "R11", + "name": "Bruise", + "type": "Categorical", + "level": 0.158096, + "parts": 2, + "values": 2, + "mode": "NO", + "modeFrequency": 3568, + "constructionCost": 3.82864, + "preparationCost": 17.3774, + "dataCost": 3430.38 + }, + { + "rank": "R12", + "name": "Habitat", + "type": "Categorical", + "level": 0.155388, + "parts": 6, + "values": 7, + "mode": "WOODS", + "modeFrequency": 2224, + "constructionCost": 3.82864, + "preparationCost": 52.3352, + "dataCost": 3406.52 + }, + { + "rank": "R13", + "name": "StalkRoot", + "type": "Categorical", + "level": 0.143978, + "parts": 5, + "values": 5, + "mode": "BULBOUS", + "modeFrequency": 2649, + "constructionCost": 3.82864, + "preparationCost": 42.5668, + "dataCost": 3463.07 + }, + { + "rank": "R14", + "name": "GillSpacing", + "type": "Categorical", + "level": 0.125243, + "parts": 2, + "values": 2, + "mode": "CLOSE", + "modeFrequency": 4794, + "constructionCost": 3.82864, + "preparationCost": 16.9402, + "dataCost": 3565.51 + }, + { + "rank": "R15", + "name": "CapShape", + "type": "Categorical", + "level": 0.0418307, + "parts": 3, + "values": 6, + "mode": "CONVEX", + "modeFrequency": 2705, + "constructionCost": 3.82864, + "preparationCost": 31.4583, + "dataCost": 3892.96 + }, + { + "rank": "R16", + "name": "CapColor", + "type": "Categorical", + "level": 0.0368621, + "parts": 5, + "values": 10, + "mode": "BROWN", + "modeFrequency": 1624, + "constructionCost": 3.82864, + "preparationCost": 51.3578, + "dataCost": 3893.43 + }, + { + "rank": "R17", + "name": "RingNumber", + "type": "Categorical", + "level": 0.0288836, + "parts": 3, + "values": 3, + "mode": "ONE", + "modeFrequency": 5484, + "constructionCost": 3.82864, + "preparationCost": 23.682, + "dataCost": 3953.81 + }, + { + "rank": "R18", + "name": "CapSurface", + "type": "Categorical", + "level": 0.0287294, + "parts": 2, + "values": 4, + "mode": "SCALY", + "modeFrequency": 2282, + "constructionCost": 3.82864, + "preparationCost": 19.8392, + "dataCost": 3958.29 + }, + { + "rank": "R19", + "name": "VeilColor", + "type": "Categorical", + "level": 0.0186198, + "parts": 3, + "values": 4, + "mode": "WHITE", + "modeFrequency": 5781, + "constructionCost": 3.82864, + "preparationCost": 23.3998, + "dataCost": 3996.17 + }, + { + "rank": "R20", + "name": "GillAttachment", + "type": "Categorical", + "level": 0.0109149, + "parts": 2, + "values": 2, + "mode": "FREE", + "modeFrequency": 5771, + "constructionCost": 3.82864, + "preparationCost": 15.1539, + "dataCost": 4036.01 + }, + { + "rank": "R21", + "name": "StalkShape", + "type": "Categorical", + "level": 0.00748534, + "parts": 2, + "values": 2, + "mode": "TAPERING", + "modeFrequency": 3459, + "constructionCost": 3.82864, + "preparationCost": 17.3915, + "dataCost": 4047.83 + }, + { + "rank": "R22", + "name": "VeilType", + "type": "Categorical", + "level": 0, + "parts": 1, + "values": 1, + "mode": "PARTIAL", + "modeFrequency": 5928, + "constructionCost": 0.693147, + "preparationCost": 8.68761, + "dataCost": 4090.36 + } + ], + "variablesDetailedStatistics": { + "R01": { + "dataGrid": { + "isSupervised": true, + "dimensions": [ + { + "variable": "Odor", + "type": "Categorical", + "partitionType": "Value groups", + "partition": [ + ["NONE"], + ["FOUL","SPICY","FISHY","PUNGENT","CREOSOTE","MUSTY"], + ["ALMOND","ANISE"] + ], + "defaultGroupIndex": 1 + }, + { + "variable": "Class", + "type": "Categorical", + "partitionType": "Values", + "partition": ["EDIBLE","POISONOUS"] + } + ], + "partTargetFrequencies": [ + [2603,83], + [0,2677], + [565,0] + ], + "partInterests": [0.355515,0.549437,0.0950487] + }, + "inputValues": { + "values": ["NONE","FOUL","SPICY","FISHY","ALMOND","ANISE","PUNGENT","CREOSOTE","MUSTY"], + "frequencies": [2686,1499,419,414,294,271,174,138,33] + } + }, + "R02": { + "dataGrid": { + "isSupervised": true, + "dimensions": [ + { + "variable": "SporePrintColor", + "type": "Categorical", + "partitionType": 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["ALMOND","ANISE"] + ], + "defaultGroupIndex": 1 + }, + { + "variable": "StalkSurfaceAboveRing", + "type": "Categorical", + "partitionType": "Value groups", + "partition": [ + ["SMOOTH","FIBROUS"], + ["SILKY","SCALY"] + ], + "defaultGroupIndex": 1 + }, + { + "variable": "Target", + "type": "Categorical", + "partitionType": "Values", + "partition": ["EDIBLE","POISONOUS"] + } + ], + "cellIds": ["C1","C2","C3","C4","C5"], + "cellPartIndexes": [ + [0,0], + [1,0], + [2,0], + [0,1], + [1,1] + ], + "cellTargetFrequencies": [ + [2495,60], + [0,1140], + [565,0], + [108,23], + [0,1537] + ], + "cellInterests": [0.353316,0.232414,0.0944137,0.00650442,0.313352] + } + }, + "R49": { + "dataGrid": { + "isSupervised": true, + "dimensions": [ + { + "variable": "GillColor", + "type": "Categorical", + "partitionType": "Value groups", + "partition": [ + ["BUFF","PINK","BROWN","CHOCOLATE","PURPLE","BLACK","RED","ORANGE"], + ["WHITE","GRAY","YELLOW"], + ["GREEN"] + ], + "defaultGroupIndex": 2 + }, + { + "variable": "Odor", + "type": "Categorical", + "partitionType": "Value groups", + "partition": [ + ["NONE"], + ["FOUL","SPICY","FISHY","PUNGENT","CREOSOTE","MUSTY"], + ["ALMOND","ANISE"] + ], + "defaultGroupIndex": 1 + }, + { + "variable": "Target", + "type": "Categorical", + "partitionType": "Values", + "partition": ["EDIBLE","POISONOUS"] + } + ], + "cellIds": ["C1","C2","C3","C4","C5","C7","C8"], + "cellPartIndexes": [ + [0,0], + [1,0], + [2,0], + [0,1], + [1,1], + [0,2], + [1,2] + ], + "cellTargetFrequencies": [ + [1934,0], + [669,65], + [0,18], + [0,2206], + [0,471], + [312,0], + [253,0] + ], + "cellInterests": [0.312701,0.0643237,0.00355073,0.435161,0.0929107,0.0504461,0.0409066] + } + }, + "R50": { + "dataGrid": { + "isSupervised": true, + "dimensions": [ + { + "variable": "Odor", + "type": "Categorical", + "partitionType": "Value groups", + "partition": [ + ["NONE","ALMOND","ANISE"], + ["FOUL","SPICY","FISHY","PUNGENT","CREOSOTE","MUSTY"] + ], + "defaultGroupIndex": 1 + }, + { + "variable": "SporePrintColor", + "type": "Categorical", + "partitionType": "Value groups", + "partition": [ + ["BROWN","BLACK","CHOCOLATE","BUFF","ORANGE","PURPLE","YELLOW"], + ["WHITE"], + ["GREEN"] + ], + "defaultGroupIndex": 0 + }, + { + "variable": "Target", + "type": "Categorical", + "partitionType": "Values", + "partition": ["EDIBLE","POISONOUS"] + } + ], + "cellIds": ["C1","C2","C3","C4","C5"], + "cellPartIndexes": [ + [0,0], + [1,0], + [0,1], + [1,1], + [0,2] + ], + "cellTargetFrequencies": [ + [2759,0], + [0,1403], + [409,28], + [0,1274], + [0,55] + ], + "cellInterests": [0.433173,0.268744,0.0435137,0.244034,0.0105352] + } + } + } + }, + "khiops_encoding": "ascii" +} diff --git a/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/Var1All_Preparation2DReport.xls b/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/Var1All_Preparation2DReport.xls new file mode 100644 index 000000000..a3154560d --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/Var1All_Preparation2DReport.xls @@ -0,0 +1,2361 @@ +#Khiops 10.1.5 +Descriptive statistics + + +Problem description +Short description + +Dictionary Mushroom +Variables + Categorical 23 + Total 23 + +Database ../../../datasets/Mushroom/Mushroom.txt +Sample percentage 70 +Sampling mode Include sample +Selection variable +Selection value +Instances 5928 + +Learning task Classification analysis + +Target variable Categorical Class + +Target variable stats +Value Frequency Coverage +EDIBLE 3168 0.534413 +POISONOUS 2760 0.465587 + +Evaluated variable pairs 50 +Informative variable pairs 11 + + +Variables pairs statistics + +Rank Name 1 Name 2 DeltaLevel Level Level 1 Level 2 Variables Parts 1 Parts 2 Cells Constr. cost Prep. cost Data cost +R01 GillSize RingType 0.155554 0.668142 0.228924 0.283664 2 2 3 6 11.0633 48.7838 1300.68 +R02 GillSize SporePrintColor 0.139273 0.848037 0.228924 0.47984 2 2 3 6 11.0633 54.027 557.918 +R03 GillColor StalkShape 0.135646 0.545198 0.402066 0.00748534 2 6 2 12 11.0633 94.8412 1758.66 +R04 GillSize StalkColorBelowRing 0.0890998 0.54168 0.228924 0.223656 2 2 5 8 11.0633 68.5 1799.43 +R05 CapColor GillColor 0.0844779 0.523406 0.0368621 0.402066 2 6 9 43 11.0633 233.463 1709.38 +R06 GillColor StalkRoot 0.0830978 0.629143 0.402066 0.143978 2 5 4 17 11.0633 120.111 1389.24 +R07 GillSize StalkSurfaceBelowRing 0.0715597 0.573228 0.228924 0.272744 2 2 4 8 11.0633 57.0908 1681.5 +R08 GillSize StalkSurfaceAboveRing 0.062743 0.577534 0.228924 0.285867 2 2 3 6 11.0633 47.1581 1673.78 +R09 GillSize StalkColorAboveRing 0.0493474 0.52421 0.228924 0.245938 2 2 5 7 11.0633 64.4441 1875.11 +R10 CapSurface GillColor 0.0264251 0.457221 0.0287294 0.402066 2 3 10 27 11.0633 165.437 2048.75 +R11 GillColor GillSpacing 0.00457008 0.53188 0.402066 0.125243 2 10 2 18 11.0633 118.931 1789.18 +R12 GillColor RingNumber -0.00175819 0.429192 0.402066 0.0288836 2 7 3 13 11.0633 95.2351 2233.87 +R13 GillAttachment GillColor -0.00608092 0.4069 0.0109149 0.402066 2 2 6 9 11.0633 74.5967 2345.89 +R14 GillColor VeilColor -0.0110393 0.409647 0.402066 0.0186198 2 6 3 10 11.0633 77.9598 2331.27 +R15 CapShape GillColor -0.0114079 0.432489 0.0418307 0.402066 2 4 7 20 11.0633 139.084 2176.5 +R16 GillColor StalkColorBelowRing -0.0227689 0.602953 0.402066 0.223656 2 5 5 17 11.0633 130.308 1486.42 +R17 GillColor RingType -0.0271761 0.658554 0.402066 0.283664 2 5 3 14 11.0633 103.762 1285.01 +R18 Population SporePrintColor -0.028735 0.660665 0.20956 0.47984 2 4 4 13 11.0633 95.2909 1284.83 +R19 GillColor Habitat -0.0312589 0.526196 0.402066 0.155388 2 6 6 28 11.0633 166.146 1765.26 +R20 GillColor Population -0.0408284 0.570798 0.402066 0.20956 2 8 4 24 11.0633 151.132 1597.42 +R21 GillColor StalkColorAboveRing -0.0481246 0.59988 0.402066 0.245938 2 5 5 17 11.0633 128.369 1500.95 +R22 RingType StalkColorBelowRing -0.0486931 0.458627 0.283664 0.223656 2 3 3 9 11.0633 71.0515 2137.37 +R23 RingType StalkSurfaceBelowRing -0.053593 0.502815 0.283664 0.272744 2 2 3 6 11.0633 50.4382 1976.83 +R24 RingType StalkColorAboveRing -0.0709085 0.458694 0.283664 0.245938 2 3 3 6 11.0633 56.815 2151.33 +R25 RingType StalkSurfaceAboveRing -0.0740106 0.49552 0.283664 0.285867 2 3 3 7 11.0633 54.912 2002.26 +R26 Bruise GillColor -0.0936894 0.466473 0.158096 0.402066 2 2 8 15 11.0633 110.714 2065.54 +R27 SporePrintColor StalkColorBelowRing -0.107042 0.596454 0.47984 0.223656 2 4 3 9 11.0633 78.8532 1564.52 +R28 StalkColorBelowRing StalkSurfaceBelowRing -0.109722 0.386678 0.223656 0.272744 2 3 4 11 11.0633 80.2105 2423.19 +R29 GillColor StalkSurfaceBelowRing -0.115085 0.559725 0.402066 0.272744 2 6 4 18 11.0633 121.302 1672.65 +R30 GillColor StalkSurfaceAboveRing -0.129002 0.558931 0.402066 0.285867 2 7 3 17 11.0633 119.873 1677.33 +R31 GillColor GillSize -0.129647 0.501344 0.402066 0.228924 2 6 2 12 11.0633 88.9095 1944.39 +R32 StalkColorBelowRing StalkSurfaceAboveRing -0.13256 0.376963 0.223656 0.285867 2 3 3 9 11.0633 69.8123 2473.42 +R33 StalkColorAboveRing StalkColorBelowRing -0.134043 0.335551 0.245938 0.223656 2 4 5 14 11.0633 106.154 2606.85 +R34 RingType SporePrintColor -0.136293 0.627211 0.283664 0.47984 2 2 3 6 11.0633 56.5365 1460.74 +R35 SporePrintColor StalkColorAboveRing -0.138695 0.587083 0.47984 0.245938 2 4 3 9 11.0633 78.3277 1603.46 +R36 StalkColorAboveRing StalkSurfaceBelowRing -0.141936 0.376747 0.245938 0.272744 2 3 3 8 11.0633 65.2655 2478.85 +R37 StalkColorAboveRing StalkSurfaceAboveRing -0.156533 0.375272 0.245938 0.285867 2 3 3 8 11.0633 63.2211 2486.94 +R38 Odor Population -0.19584 0.914519 0.900798 0.20956 2 2 2 4 11.0633 44.6685 294.718 +R39 GillColor SporePrintColor -0.196156 0.68575 0.402066 0.47984 2 5 3 14 11.0633 109.644 1167.64 +R40 StalkSurfaceAboveRing StalkSurfaceBelowRing -0.197033 0.361578 0.285867 0.272744 2 3 3 7 11.0633 50.5295 2555.77 +R41 Odor StalkColorBelowRing -0.21033 0.914123 0.900798 0.223656 2 3 3 6 11.0633 62.949 278.059 +R42 GillSize Odor -0.227848 0.901874 0.228924 0.900798 2 2 3 6 11.0633 53.5395 337.687 +R43 SporePrintColor StalkSurfaceBelowRing -0.22888 0.523704 0.47984 0.272744 2 4 3 10 11.0633 77.9931 1863.63 +R44 Odor StalkColorAboveRing -0.240559 0.906178 0.900798 0.245938 2 3 3 6 11.0633 62.0062 311.577 +R45 SporePrintColor StalkSurfaceAboveRing -0.243239 0.522468 0.47984 0.285867 2 5 4 11 11.0633 81.5203 1865.17 +R46 Odor StalkSurfaceBelowRing -0.262424 0.911118 0.900798 0.272744 2 3 3 8 11.0633 65.1073 288.221 +R47 Odor StalkSurfaceAboveRing -0.284717 0.901948 0.900798 0.285867 2 3 2 5 11.0633 51.0336 339.892 +R48 Odor RingType -0.284775 0.899688 0.900798 0.283664 1 3 1 3 7.97229 36.1035 367.179 +R49 GillColor Odor -0.375657 0.927207 0.402066 0.900798 2 3 3 7 11.0633 70.7279 216.64 +R50 Odor SporePrintColor -0.42134 0.959298 0.900798 0.47984 2 2 3 5 11.0633 54.3386 101.465 + + +-------------------------------------------------------------------------------- + +Variables pairs detailed statistics +(Pairs with two jointly informative variables) + + +Rank R01 +Variables + Type Name + Categorical GillSize + Categorical RingType + +Variables stats +GillSize +Group Frequency Coverage Size Value list +{BROAD} 4121 0.695175 1 BROAD +{NARROW} 1807 0.304825 1 NARROW * +RingType +Group Frequency Coverage Size Value list +{PENDANT} 2787 0.470142 1 PENDANT +{EVANESCENT} 2183 0.368252 1 EVANESCENT +{LARGE, FLARING, NONE} 958 0.161606 3 LARGE FLARING NONE * + +Cell frequencies + RingType +GillSize {PENDANT} {EVANESCENT} {LARGE, FLARING, NONE} Total Coverage +{BROAD} 2334 866 921 4121 0.695175 +{NARROW} 453 1317 37 1807 0.304825 +Total 2787 2183 958 5928 +Coverage 0.470142 0.368252 0.161606 + +Cells 6 +Cell Id GillSize RingType EDIBLE POISONOUS Interest Frequency Coverage +C4 {NARROW} {EVANESCENT} 0.040243 0.959757 0.279144 1317 0.222166 +C5 {BROAD} {LARGE, FLARING, NONE} 0 1 0.252849 921 0.155364 +C1 {BROAD} {PENDANT} 0.88946 0.11054 0.246586 2334 0.393725 +C3 {BROAD} {EVANESCENT} 1 0 0.194871 866 0.146086 +C2 {NARROW} {PENDANT} 0.300221 0.699779 0.0182229 453 0.076417 +C6 {NARROW} {LARGE, FLARING, NONE} 1 0 0.00832591 37 0.00624157 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R02 +Variables + Type Name + Categorical GillSize + Categorical SporePrintColor + +Variables stats +GillSize +Group Frequency Coverage Size Value list +{BROAD} 4121 0.695175 1 BROAD +{NARROW} 1807 0.304825 1 NARROW * +SporePrintColor +Group Frequency Coverage Size Value list +{BROWN, BLACK, BUFF, ...} 3000 0.506073 5 BROWN BLACK BUFF ORANGE YELLOW * +{WHITE} 1711 0.28863 1 WHITE +{CHOCOLATE, GREEN, PURPLE} 1217 0.205297 3 CHOCOLATE GREEN PURPLE + +Cell frequencies + SporePrintColor +GillSize {BROWN, BLACK, BUFF, ...} {WHITE} {CHOCOLATE, GREEN, PURPLE} Total Coverage +{BROAD} 2586 389 1146 4121 0.695175 +{NARROW} 414 1322 71 1807 0.304825 +Total 3000 1711 1217 5928 +Coverage 0.506073 0.28863 0.205297 + +Cells 6 +Cell Id GillSize SporePrintColor EDIBLE POISONOUS Interest Frequency Coverage +C1 {BROAD} {BROWN, BLACK, BUFF, ...} 1 0 0.459231 2586 0.436235 +C5 {BROAD} {CHOCOLATE, GREEN, PURPLE} 0 1 0.24829 1146 0.19332 +C4 {NARROW} {WHITE} 0.0400908 0.959909 0.221318 1322 0.223009 +C3 {BROAD} {WHITE} 0.915167 0.0848329 0.0383515 389 0.0656208 +C2 {NARROW} {BROWN, BLACK, BUFF, ...} 0.246377 0.753623 0.0202012 414 0.0698381 +C6 {NARROW} {CHOCOLATE, GREEN, PURPLE} 1 0 0.0126084 71 0.0119771 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R03 +Variables + Type Name + Categorical GillColor + Categorical StalkShape + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{PINK, GRAY} 1597 0.269399 2 PINK GRAY +{BUFF, RED, ORANGE} 1357 0.228914 3 BUFF RED ORANGE +{BROWN, BLACK, YELLOW} 1173 0.197874 3 BROWN BLACK YELLOW +{WHITE} 872 0.147099 1 WHITE +{CHOCOLATE, GREEN} 577 0.0973347 2 CHOCOLATE GREEN * +{PURPLE} 352 0.0593792 1 PURPLE +StalkShape +Group Frequency Coverage Size Value list +{TAPERING} 3459 0.583502 1 TAPERING +{ENLARGING} 2469 0.416498 1 ENLARGING * + +Cell frequencies + StalkShape +GillColor {TAPERING} {ENLARGING} Total Coverage +{PINK, GRAY} 579 1018 1597 0.269399 +{BUFF, RED, ORANGE} 1241 116 1357 0.228914 +{BROWN, BLACK, YELLOW} 683 490 1173 0.197874 +{WHITE} 403 469 872 0.147099 +{CHOCOLATE, GREEN} 246 331 577 0.0973347 +{PURPLE} 307 45 352 0.0593792 +Total 3459 2469 5928 +Coverage 0.583502 0.416498 + +Cells 12 +Cell Id GillColor StalkShape EDIBLE POISONOUS Interest Frequency Coverage +C2 {BUFF, RED, ORANGE} {TAPERING} 0 1 0.410066 1241 0.209345 +C3 {BROWN, BLACK, YELLOW} {TAPERING} 1 0 0.184983 683 0.115216 +C11 {CHOCOLATE, GREEN} {ENLARGING} 0.0332326 0.966767 0.0878566 331 0.0558367 +C6 {PURPLE} {TAPERING} 1 0 0.0831474 307 0.0517881 +C1 {PINK, GRAY} {TAPERING} 0.880829 0.119171 0.0695115 579 0.0976721 +C7 {PINK, GRAY} {ENLARGING} 0.304519 0.695481 0.0474469 1018 0.171727 +C4 {WHITE} {TAPERING} 0.836228 0.163772 0.0354127 403 0.0679825 +C8 {BUFF, RED, ORANGE} {ENLARGING} 1 0 0.0314173 116 0.0195682 +C10 {WHITE} {ENLARGING} 0.776119 0.223881 0.0254776 469 0.0791161 +C9 {BROWN, BLACK, YELLOW} {ENLARGING} 0.7 0.3 0.0120902 490 0.0826586 +C5 {CHOCOLATE, GREEN} {TAPERING} 0.723577 0.276423 0.00799127 246 0.041498 +C12 {PURPLE} {ENLARGING} 0.2 0.8 0.00459977 45 0.00759109 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R04 +Variables + Type Name + Categorical GillSize + Categorical StalkColorBelowRing + +Variables stats +GillSize +Group Frequency Coverage Size Value list +{BROAD} 4121 0.695175 1 BROAD +{NARROW} 1807 0.304825 1 NARROW * +StalkColorBelowRing +Group Frequency Coverage Size Value list +{WHITE} 3303 0.557186 1 WHITE +{PINK, YELLOW} 1328 0.224022 2 PINK YELLOW * +{GRAY, ORANGE, RED} 600 0.101215 3 GRAY ORANGE RED +{BROWN} 363 0.0612348 1 BROWN +{BUFF, CINNAMON} 334 0.0563428 2 BUFF CINNAMON + +Cell frequencies + StalkColorBelowRing +GillSize {WHITE} {PINK, YELLOW} {GRAY, ORANGE, RED} {BROWN} {BUFF, CINNAMON} Total Coverage +{BROAD} 2189 695 600 303 334 4121 0.695175 +{NARROW} 1114 633 0 60 0 1807 0.304825 +Total 3303 1328 600 363 334 5928 +Coverage 0.557186 0.224022 0.101215 0.0612348 0.0563428 + +Cells 8 +Cell Id GillSize StalkColorBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C1 {BROAD} {WHITE} 0.882138 0.117862 0.268884 2189 0.369265 +C4 {NARROW} {PINK, YELLOW} 0 1 0.212138 633 0.106781 +C5 {BROAD} {GRAY, ORANGE, RED} 1 0 0.164814 600 0.101215 +C2 {NARROW} {WHITE} 0.155296 0.844704 0.152009 1114 0.187922 +C9 {BROAD} {BUFF, CINNAMON} 0 1 0.111934 334 0.0563428 +C7 {BROAD} {BROWN} 0.0330033 0.966997 0.0816755 303 0.0511134 +C8 {NARROW} {BROWN} 0.883333 0.116667 0.00742919 60 0.0101215 +C3 {BROAD} {PINK, YELLOW} 0.576978 0.423022 0.00111506 695 0.11724 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R05 +Variables + Type Name + Categorical CapColor + Categorical GillColor + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{BROWN, PURPLE, GREEN} 1647 0.277834 3 BROWN PURPLE GREEN * +{GRAY, CINNAMON} 1516 0.255735 2 GRAY CINNAMON +{RED} 1074 0.181174 1 RED +{YELLOW} 733 0.12365 1 YELLOW +{WHITE} 731 0.123313 1 WHITE +{BUFF, PINK} 227 0.0382928 2 BUFF PINK +GillColor +Group Frequency Coverage Size Value list +{BUFF} 1241 0.209345 1 BUFF +{PINK} 1080 0.182186 1 PINK +{WHITE} 872 0.147099 1 WHITE +{BROWN} 758 0.127868 1 BROWN +{GRAY, YELLOW} 586 0.0988529 2 GRAY YELLOW +{CHOCOLATE} 559 0.0942982 1 CHOCOLATE +{PURPLE, ORANGE, GREEN} 421 0.0710189 3 PURPLE ORANGE GREEN * +{BLACK} 346 0.0583671 1 BLACK +{RED} 65 0.0109649 1 RED + +Cell frequencies + GillColor +CapColor {BUFF} {PINK} {WHITE} {BROWN} {GRAY, YELLOW} {CHOCOLATE} {PURPLE, ORANGE, GREEN} {BLACK} {RED} Total Coverage +{BROWN, PURPLE, GREEN} 604 198 240 234 68 46 160 81 16 1647 0.277834 +{GRAY, CINNAMON} 0 409 197 210 203 276 121 100 0 1516 0.255735 +{RED} 637 99 121 103 3 0 95 0 16 1074 0.181174 +{YELLOW} 0 185 90 61 192 151 0 54 0 733 0.12365 +{WHITE} 0 155 148 137 98 61 21 111 0 731 0.123313 +{BUFF, PINK} 0 34 76 13 22 25 24 0 33 227 0.0382928 +Total 1241 1080 872 758 586 559 421 346 65 5928 +Coverage 0.209345 0.182186 0.147099 0.127868 0.0988529 0.0942982 0.0710189 0.0583671 0.0109649 + +Cells 43 +Cell Id CapColor GillColor EDIBLE POISONOUS Interest Frequency Coverage +C3 {RED} {BUFF} 0 1 0.20894 637 0.107456 +C1 {BROWN, PURPLE, GREEN} {BUFF} 0 1 0.198115 604 0.101889 +C34 {YELLOW} {CHOCOLATE} 0 1 0.0495289 151 0.0254723 +C37 {BROWN, PURPLE, GREEN} {PURPLE, ORANGE, GREEN} 1 0 0.043016 160 0.0269906 +C20 {GRAY, CINNAMON} {BROWN} 0.942857 0.0571429 0.0374325 210 0.0354251 +C19 {BROWN, PURPLE, GREEN} {BROWN} 0.893162 0.106838 0.0302678 234 0.0394737 +C7 {BROWN, PURPLE, GREEN} {PINK} 0.909091 0.0909091 0.0284164 198 0.0334008 +C21 {RED} {BROWN} 1 0 0.0276915 103 0.0173752 +C44 {GRAY, CINNAMON} {BLACK} 1 0 0.026885 100 0.0168691 +C15 {RED} {WHITE} 0.975207 0.0247934 0.0266781 121 0.0204116 +C9 {RED} {PINK} 1 0 0.0266161 99 0.0167004 +C39 {RED} {PURPLE, ORANGE, GREEN} 1 0 0.0255407 95 0.0160256 +C14 {GRAY, CINNAMON} {WHITE} 0.878173 0.121827 0.0230617 197 0.0332321 +C26 {GRAY, CINNAMON} {GRAY, YELLOW} 0.197044 0.802956 0.0209925 203 0.0342443 +C10 {YELLOW} {PINK} 0.183784 0.816216 0.0207999 185 0.0312078 +C13 {BROWN, PURPLE, GREEN} {WHITE} 0.820833 0.179167 0.0186554 240 0.0404858 +C28 {YELLOW} {GRAY, YELLOW} 0.223958 0.776042 0.0166169 192 0.0323887 +C22 {YELLOW} {BROWN} 1 0 0.0163998 61 0.0102901 +C38 {GRAY, CINNAMON} {PURPLE, ORANGE, GREEN} 0.892562 0.107438 0.0155895 121 0.0204116 +C46 {YELLOW} {BLACK} 1 0 0.0145179 54 0.00910931 +C31 {BROWN, PURPLE, GREEN} {CHOCOLATE} 1 0 0.0123671 46 0.00775978 +C12 {BUFF, PINK} {PINK} 0 1 0.0111522 34 0.00573549 +C16 {YELLOW} {WHITE} 0.877778 0.122222 0.0105078 90 0.0151822 +C54 {BUFF, PINK} {RED} 1 0 0.00887205 33 0.0055668 +C36 {BUFF, PINK} {CHOCOLATE} 0 1 0.00820014 25 0.00421727 +C47 {WHITE} {BLACK} 0.810811 0.189189 0.00798344 111 0.0187247 +C42 {BUFF, PINK} {PURPLE, ORANGE, GREEN} 0 1 0.00787214 24 0.00404858 +C29 {WHITE} {GRAY, YELLOW} 0.816327 0.183673 0.00735819 98 0.0165317 +C30 {BUFF, PINK} {GRAY, YELLOW} 0 1 0.00721613 22 0.0037112 +C23 {WHITE} {BROWN} 0.766423 0.233577 0.00677338 137 0.0231107 +C25 {BROWN, PURPLE, GREEN} {GRAY, YELLOW} 0.852941 0.147059 0.0066899 68 0.011471 +C32 {GRAY, CINNAMON} {CHOCOLATE} 0.373188 0.626812 0.00620231 276 0.0465587 +C49 {BROWN, PURPLE, GREEN} {RED} 1 0 0.0043016 16 0.00269906 +C51 {RED} {RED} 1 0 0.0043016 16 0.00269906 +C24 {BUFF, PINK} {BROWN} 0 1 0.00426408 13 0.00219298 +C41 {WHITE} {PURPLE, ORANGE, GREEN} 0.190476 0.809524 0.00226418 21 0.00354251 +C11 {WHITE} {PINK} 0.658065 0.341935 0.00208949 155 0.0261471 +C43 {BROWN, PURPLE, GREEN} {BLACK} 0.703704 0.296296 0.00207636 81 0.013664 +C17 {WHITE} {WHITE} 0.641892 0.358108 0.001501 148 0.0249663 +C27 {RED} {GRAY, YELLOW} 0 1 0.000984017 3 0.000506073 +C35 {WHITE} {CHOCOLATE} 0.655738 0.344262 0.000791155 61 0.0102901 +C8 {GRAY, CINNAMON} {PINK} 0.569682 0.430318 0.000440472 409 0.0689946 +C18 {BUFF, PINK} {WHITE} 0.513158 0.486842 2.95557e-05 76 0.0128205 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R06 +Variables + Type Name + Categorical GillColor + Categorical StalkRoot + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{BROWN, PURPLE, BLACK} 1456 0.245614 3 BROWN PURPLE BLACK +{PINK, YELLOW, RED, ...} 1265 0.213394 4 PINK YELLOW RED ORANGE +{BUFF} 1241 0.209345 1 BUFF +{CHOCOLATE, GRAY, GREEN} 1094 0.184548 3 CHOCOLATE GRAY GREEN * +{WHITE} 872 0.147099 1 WHITE +StalkRoot +Group Frequency Coverage Size Value list +{BULBOUS} 2649 0.446862 1 BULBOUS +{?, ROOTED} 1892 0.319163 2 ? ROOTED * +{EQUAL} 979 0.165148 1 EQUAL +{CLUB} 408 0.0688259 1 CLUB + +Cell frequencies + StalkRoot +GillColor {BULBOUS} {?, ROOTED} {EQUAL} {CLUB} Total Coverage +{BROWN, PURPLE, BLACK} 690 86 495 185 1456 0.245614 +{PINK, YELLOW, RED, ...} 716 284 245 20 1265 0.213394 +{BUFF} 0 1241 0 0 1241 0.209345 +{CHOCOLATE, GRAY, GREEN} 733 76 195 90 1094 0.184548 +{WHITE} 510 205 44 113 872 0.147099 +Total 2649 1892 979 408 5928 +Coverage 0.446862 0.319163 0.165148 0.0688259 + +Cells 17 +Cell Id GillColor StalkRoot EDIBLE POISONOUS Interest Frequency Coverage +C8 {BUFF} {?, ROOTED} 0 1 0.353226 1241 0.209345 +C4 {CHOCOLATE, GRAY, GREEN} {BULBOUS} 0 1 0.208634 733 0.12365 +C1 {BROWN, PURPLE, BLACK} {BULBOUS} 0.9 0.1 0.0810006 690 0.116397 +C7 {PINK, YELLOW, RED, ...} {?, ROOTED} 1 0 0.0662564 284 0.0479082 +C14 {CHOCOLATE, GRAY, GREEN} {EQUAL} 1 0 0.0454929 195 0.0328947 +C16 {BROWN, PURPLE, BLACK} {CLUB} 1 0 0.04316 185 0.0312078 +C5 {WHITE} {BULBOUS} 0.821569 0.178431 0.0345939 510 0.0860324 +C11 {BROWN, PURPLE, BLACK} {EQUAL} 0.810101 0.189899 0.0307218 495 0.083502 +C10 {WHITE} {?, ROOTED} 0.912195 0.0878049 0.0260478 205 0.0345816 +C19 {CHOCOLATE, GRAY, GREEN} {CLUB} 1 0 0.0209967 90 0.0151822 +C12 {PINK, YELLOW, RED, ...} {EQUAL} 0.853061 0.146939 0.0209336 245 0.0413293 +C6 {BROWN, PURPLE, BLACK} {?, ROOTED} 1 0 0.0200635 86 0.0145074 +C9 {CHOCOLATE, GRAY, GREEN} {?, ROOTED} 1 0 0.0177306 76 0.0128205 +C15 {WHITE} {EQUAL} 0 1 0.0125237 44 0.0074224 +C20 {WHITE} {CLUB} 0.840708 0.159292 0.00883767 113 0.0190621 +C17 {PINK, YELLOW, RED, ...} {CLUB} 0 1 0.0056926 20 0.00337382 +C2 {PINK, YELLOW, RED, ...} {BULBOUS} 0.446927 0.553073 0.00408821 716 0.120783 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R07 +Variables + Type Name + Categorical GillSize + Categorical StalkSurfaceBelowRing + +Variables stats +GillSize +Group Frequency Coverage Size Value list +{BROAD} 4121 0.695175 1 BROAD +{NARROW} 1807 0.304825 1 NARROW * +StalkSurfaceBelowRing +Group Frequency Coverage Size Value list +{SMOOTH} 3587 0.605094 1 SMOOTH +{SILKY} 1604 0.27058 1 SILKY +{FIBROUS} 544 0.0917679 1 FIBROUS +{SCALY} 193 0.0325574 1 SCALY * + +Cell frequencies + StalkSurfaceBelowRing +GillSize {SMOOTH} {SILKY} {FIBROUS} {SCALY} Total Coverage +{BROAD} 2483 987 481 170 4121 0.695175 +{NARROW} 1104 617 63 23 1807 0.304825 +Total 3587 1604 544 193 5928 +Coverage 0.605094 0.27058 0.0917679 0.0325574 + +Cells 8 +Cell Id GillSize StalkSurfaceBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C1 {BROAD} {SMOOTH} 0.937576 0.0624245 0.415878 2483 0.41886 +C4 {NARROW} {SILKY} 0 1 0.19671 617 0.104082 +C3 {BROAD} {SILKY} 0.100304 0.899696 0.174892 987 0.166498 +C2 {NARROW} {SMOOTH} 0.147645 0.852355 0.149867 1104 0.186235 +C5 {BROAD} {FIBROUS} 0.785863 0.214137 0.0274268 481 0.0811404 +C6 {NARROW} {FIBROUS} 1 0 0.0164631 63 0.0106275 +C7 {BROAD} {SCALY} 0.805882 0.194118 0.0114296 170 0.0286775 +C8 {NARROW} {SCALY} 0 1 0.0073328 23 0.00387989 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R08 +Variables + Type Name + Categorical GillSize + Categorical StalkSurfaceAboveRing + +Variables stats +GillSize +Group Frequency Coverage Size Value list +{BROAD} 4121 0.695175 1 BROAD +{NARROW} 1807 0.304825 1 NARROW * +StalkSurfaceAboveRing +Group Frequency Coverage Size Value list +{SMOOTH, SCALY} 3768 0.635628 2 SMOOTH SCALY * +{SILKY} 1653 0.278846 1 SILKY +{FIBROUS} 507 0.0855263 1 FIBROUS + +Cell frequencies + StalkSurfaceAboveRing +GillSize {SMOOTH, SCALY} {SILKY} {FIBROUS} Total Coverage +{BROAD} 2622 1019 480 4121 0.695175 +{NARROW} 1146 634 27 1807 0.304825 +Total 3768 1653 507 5928 +Coverage 0.635628 0.278846 0.0855263 + +Cells 6 +Cell Id GillSize StalkSurfaceAboveRing EDIBLE POISONOUS Interest Frequency Coverage +C1 {BROAD} {SMOOTH, SCALY} 0.941648 0.0583524 0.448859 2622 0.442308 +C4 {NARROW} {SILKY} 0 1 0.201274 634 0.10695 +C3 {BROAD} {SILKY} 0.0961727 0.903827 0.183914 1019 0.171896 +C2 {NARROW} {SMOOTH, SCALY} 0.173647 0.826353 0.13273 1146 0.19332 +C5 {BROAD} {FIBROUS} 0.78125 0.21875 0.0261977 480 0.0809717 +C6 {NARROW} {FIBROUS} 1 0 0.00702572 27 0.00455466 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R09 +Variables + Type Name + Categorical GillSize + Categorical StalkColorAboveRing + +Variables stats +GillSize +Group Frequency Coverage Size Value list +{BROAD} 4121 0.695175 1 BROAD +{NARROW} 1807 0.304825 1 NARROW * +StalkColorAboveRing +Group Frequency Coverage Size Value list +{WHITE} 3361 0.56697 1 WHITE +{PINK, YELLOW} 1319 0.222503 2 PINK YELLOW * +{GRAY, ORANGE, RED} 615 0.103745 3 GRAY ORANGE RED +{BUFF, CINNAMON} 317 0.053475 2 BUFF CINNAMON +{BROWN} 316 0.0533063 1 BROWN + +Cell frequencies + StalkColorAboveRing +GillSize {WHITE} {PINK, YELLOW} {GRAY, ORANGE, RED} {BUFF, CINNAMON} {BROWN} Total Coverage +{BROAD} 2179 694 615 317 316 4121 0.695175 +{NARROW} 1182 625 0 0 0 1807 0.304825 +Total 3361 1319 615 317 316 5928 +Coverage 0.56697 0.222503 0.103745 0.053475 0.0533063 + +Cells 7 +Cell Id GillSize StalkColorAboveRing EDIBLE POISONOUS Interest Frequency Coverage +C1 {BROAD} {WHITE} 0.881597 0.118403 0.275624 2179 0.367578 +C4 {NARROW} {PINK, YELLOW} 0 1 0.216475 625 0.105432 +C5 {BROAD} {GRAY, ORANGE, RED} 1 0 0.174595 615 0.103745 +C2 {NARROW} {WHITE} 0.191201 0.808799 0.133958 1182 0.199393 +C7 {BROAD} {BUFF, CINNAMON} 0 1 0.109796 317 0.053475 +C9 {BROAD} {BROWN} 0.0316456 0.968354 0.0887212 316 0.0533063 +C3 {BROAD} {PINK, YELLOW} 0.570605 0.429395 0.000831184 694 0.117072 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R10 +Variables + Type Name + Categorical CapSurface + Categorical GillColor + +Variables stats +CapSurface +Group Frequency Coverage Size Value list +{SCALY} 2282 0.384953 1 SCALY +{SMOOTH} 1935 0.326417 2 SMOOTH * +{FIBROUS} 1711 0.28863 1 FIBROUS +GillColor +Group Frequency Coverage Size Value list +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{PINK} 1080 0.182186 1 PINK +{WHITE} 872 0.147099 1 WHITE +{BROWN} 758 0.127868 1 BROWN +{CHOCOLATE} 559 0.0942982 1 CHOCOLATE +{GRAY} 517 0.0872132 1 GRAY +{PURPLE} 352 0.0593792 1 PURPLE +{BLACK} 346 0.0583671 1 BLACK +{YELLOW, ORANGE} 120 0.0202429 2 YELLOW ORANGE +{RED} 65 0.0109649 1 RED + +Cell frequencies + GillColor +CapSurface {BUFF, GREEN} {PINK} {WHITE} {BROWN} {CHOCOLATE} {GRAY} {PURPLE} {BLACK} {YELLOW, ORANGE} {RED} Total Coverage +{SCALY} 624 372 400 247 158 202 157 71 20 31 2282 0.384953 +{SMOOTH} 635 248 235 232 157 109 18 167 100 34 1935 0.326417 +{FIBROUS} 0 460 237 279 244 206 177 108 0 0 1711 0.28863 +Total 1259 1080 872 758 559 517 352 346 120 65 5928 +Coverage 0.212382 0.182186 0.147099 0.127868 0.0942982 0.0872132 0.0593792 0.0583671 0.0202429 0.0109649 + +Cells 27 +Cell Id CapSurface GillColor EDIBLE POISONOUS Interest Frequency Coverage +C2 {SMOOTH} {BUFF, GREEN} 0 1 0.242849 635 0.107119 +C1 {SCALY} {BUFF, GREEN} 0 1 0.238642 624 0.105263 +C9 {FIBROUS} {WHITE} 0.966245 0.0337553 0.0573474 237 0.0399798 +C12 {FIBROUS} {BROWN} 0.939068 0.0609319 0.0565933 279 0.0470648 +C19 {SCALY} {PURPLE} 1 0 0.0492141 157 0.0264845 +C7 {SCALY} {WHITE} 0.845 0.155 0.0433581 400 0.0674764 +C13 {SCALY} {CHOCOLATE} 0.0696203 0.93038 0.0396958 158 0.0266532 +C10 {SCALY} {BROWN} 0.902834 0.097166 0.0396866 247 0.0416667 +C24 {FIBROUS} {BLACK} 1 0 0.0338543 108 0.0182186 +C26 {SMOOTH} {YELLOW, ORANGE} 1 0 0.0313466 100 0.0168691 +C21 {FIBROUS} {PURPLE} 0.898305 0.101695 0.0276109 177 0.0298583 +C18 {FIBROUS} {GRAY} 0.218447 0.781553 0.0215805 206 0.0347503 +C11 {SMOOTH} {BROWN} 0.823276 0.176724 0.021421 232 0.0391363 +C23 {SMOOTH} {BLACK} 0.868263 0.131737 0.0213105 167 0.0281714 +C16 {SCALY} {GRAY} 0.227723 0.772277 0.0198625 202 0.0340756 +C29 {SMOOTH} {RED} 1 0 0.0106578 34 0.00573549 +C28 {SCALY} {RED} 1 0 0.00971744 31 0.00522942 +C25 {SCALY} {YELLOW, ORANGE} 0 1 0.00764878 20 0.00337382 +C15 {FIBROUS} {CHOCOLATE} 0.364754 0.635246 0.0070876 244 0.0411606 +C20 {SMOOTH} {PURPLE} 0 1 0.0068839 18 0.00303644 +C6 {FIBROUS} {PINK} 0.647826 0.352174 0.00606581 460 0.0775978 +C17 {SMOOTH} {GRAY} 0.743119 0.256881 0.0050295 109 0.0183873 +C22 {SCALY} {BLACK} 0.676056 0.323944 0.001472 71 0.0119771 +C5 {SMOOTH} {PINK} 0.572581 0.427419 0.000364844 248 0.0418354 +C8 {SMOOTH} {WHITE} 0.570213 0.429787 0.000304051 235 0.0396424 +C4 {SCALY} {PINK} 0.55914 0.44086 0.000229273 372 0.062753 +C14 {SMOOTH} {CHOCOLATE} 0.566879 0.433121 0.000166983 157 0.0264845 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R11 +Variables + Type Name + Categorical GillColor + Categorical GillSpacing + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{PINK} 1080 0.182186 1 PINK +{WHITE} 872 0.147099 1 WHITE +{BROWN} 758 0.127868 1 BROWN +{CHOCOLATE} 559 0.0942982 1 CHOCOLATE +{GRAY} 517 0.0872132 1 GRAY +{PURPLE} 352 0.0593792 1 PURPLE +{BLACK} 346 0.0583671 1 BLACK +{RED, ORANGE} 116 0.0195682 2 RED ORANGE +{YELLOW} 69 0.0116397 1 YELLOW +GillSpacing +Group Frequency Coverage Size Value list +{CLOSE} 4794 0.808704 1 CLOSE +{CROWDED} 1134 0.191296 1 CROWDED * + +Cell frequencies + GillSpacing +GillColor {CLOSE} {CROWDED} Total Coverage +{BUFF, GREEN} 1259 0 1259 0.212382 +{PINK} 785 295 1080 0.182186 +{WHITE} 723 149 872 0.147099 +{BROWN} 531 227 758 0.127868 +{CHOCOLATE} 381 178 559 0.0942982 +{GRAY} 434 83 517 0.0872132 +{PURPLE} 334 18 352 0.0593792 +{BLACK} 164 182 346 0.0583671 +{RED, ORANGE} 116 0 116 0.0195682 +{YELLOW} 67 2 69 0.0116397 +Total 4794 1134 5928 +Coverage 0.808704 0.191296 + +Cells 18 +Cell Id GillColor GillSpacing EDIBLE POISONOUS Interest Frequency Coverage +C1 {BUFF, GREEN} {CLOSE} 0 1 0.423108 1259 0.212382 +C5 {CHOCOLATE} {CLOSE} 0.0288714 0.971129 0.105467 381 0.0642713 +C4 {BROWN} {CLOSE} 0.875706 0.124294 0.0626376 531 0.0895749 +C7 {PURPLE} {CLOSE} 0.946108 0.0538922 0.0622854 334 0.0563428 +C12 {PINK} {CROWDED} 0.945763 0.0542373 0.0548907 295 0.0497638 +C18 {BLACK} {CROWDED} 1 0 0.0501332 182 0.0307018 +C15 {CHOCOLATE} {CROWDED} 1 0 0.0490314 178 0.030027 +C3 {WHITE} {CLOSE} 0.77455 0.22545 0.0393965 723 0.121964 +C14 {BROWN} {CROWDED} 0.929515 0.0704846 0.0380623 227 0.0382928 +C6 {GRAY} {CLOSE} 0.246544 0.753456 0.0328086 434 0.0732119 +C9 {RED, ORANGE} {CLOSE} 1 0 0.031953 116 0.0195682 +C13 {WHITE} {CROWDED} 0.946309 0.0536913 0.0278219 149 0.025135 +C17 {PURPLE} {CROWDED} 0 1 0.0060492 18 0.00303644 +C8 {BLACK} {CLOSE} 0.72561 0.27439 0.00553991 164 0.0276653 +C16 {GRAY} {CROWDED} 0.783133 0.216867 0.00487376 83 0.0140013 +C2 {PINK} {CLOSE} 0.470064 0.529936 0.00286255 785 0.132422 +C10 {YELLOW} {CLOSE} 0.731343 0.268657 0.00240664 67 0.0113023 +C20 {YELLOW} {CROWDED} 0 1 0.000672134 2 0.000337382 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R12 +Variables + Type Name + Categorical GillColor + Categorical RingNumber + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{BROWN, PURPLE, BLACK} 1456 0.245614 3 BROWN PURPLE BLACK +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{PINK, RED} 1145 0.193151 2 PINK RED +{WHITE} 872 0.147099 1 WHITE +{CHOCOLATE} 559 0.0942982 1 CHOCOLATE +{GRAY} 517 0.0872132 1 GRAY +{YELLOW, ORANGE} 120 0.0202429 2 YELLOW ORANGE +RingNumber +Group Frequency Coverage Size Value list +{ONE} 5484 0.925101 1 ONE +{TWO} 411 0.069332 1 TWO +{NONE} 33 0.0055668 1 NONE * + +Cell frequencies + RingNumber +GillColor {ONE} {TWO} {NONE} Total Coverage +{BROWN, PURPLE, BLACK} 1456 0 0 1456 0.245614 +{BUFF, GREEN} 1241 18 0 1259 0.212382 +{PINK, RED} 1014 131 0 1145 0.193151 +{WHITE} 677 180 15 872 0.147099 +{CHOCOLATE} 559 0 0 559 0.0942982 +{GRAY} 435 82 0 517 0.0872132 +{YELLOW, ORANGE} 102 0 18 120 0.0202429 +Total 5484 411 33 5928 +Coverage 0.925101 0.069332 0.0055668 + +Cells 13 +Cell Id GillColor RingNumber EDIBLE POISONOUS Interest Frequency Coverage +C2 {BUFF, GREEN} {ONE} 0 1 0.516047 1241 0.209345 +C1 {BROWN, PURPLE, BLACK} {ONE} 0.888049 0.111951 0.230826 1456 0.245614 +C4 {WHITE} {ONE} 0.799114 0.200886 0.0562162 677 0.114204 +C10 {PINK, RED} {TWO} 1 0 0.0446495 131 0.0220985 +C6 {GRAY} {ONE} 0.245977 0.754023 0.0408577 435 0.0733806 +C7 {YELLOW, ORANGE} {ONE} 0.980392 0.0196078 0.0295606 102 0.0172065 +C11 {WHITE} {TWO} 0.888889 0.111111 0.0286955 180 0.0303644 +C5 {CHOCOLATE} {ONE} 0.338104 0.661896 0.0237396 559 0.0942982 +C9 {BUFF, GREEN} {TWO} 0 1 0.00748497 18 0.00303644 +C21 {YELLOW, ORANGE} {NONE} 0 1 0.00748497 18 0.00303644 +C13 {GRAY} {TWO} 0.792683 0.207317 0.00645824 82 0.0138327 +C18 {WHITE} {NONE} 0 1 0.00623747 15 0.00253036 +C3 {PINK, RED} {ONE} 0.573964 0.426036 0.00174209 1014 0.171053 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R13 +Variables + Type Name + Categorical GillAttachment + Categorical GillColor + +Variables stats +GillAttachment +Group Frequency Coverage Size Value list +{FREE} 5771 0.973516 1 FREE +{ATTACHED} 157 0.0264845 1 ATTACHED * +GillColor +Group Frequency Coverage Size Value list +{BROWN, PURPLE, BLACK, ...} 1507 0.254217 4 BROWN PURPLE BLACK ORANGE +{BUFF, YELLOW, GREEN} 1328 0.224022 3 BUFF YELLOW GREEN * +{PINK} 1080 0.182186 1 PINK +{CHOCOLATE, GRAY} 1076 0.181511 2 CHOCOLATE GRAY +{WHITE} 872 0.147099 1 WHITE +{RED} 65 0.0109649 1 RED + +Cell frequencies + GillColor +GillAttachment {BROWN, PURPLE, BLACK, ...} {BUFF, YELLOW, GREEN} {PINK} {CHOCOLATE, GRAY} {WHITE} {RED} Total Coverage +{FREE} 1414 1271 1080 1076 865 65 5771 0.973516 +{ATTACHED} 93 57 0 0 7 0 157 0.0264845 +Total 1507 1328 1080 1076 872 65 5928 +Coverage 0.254217 0.224022 0.182186 0.181511 0.147099 0.0109649 + +Cells 9 +Cell Id GillAttachment GillColor EDIBLE POISONOUS Interest Frequency Coverage +C3 {FREE} {BUFF, YELLOW, GREEN} 0 1 0.560656 1271 0.214406 +C1 {FREE} {BROWN, PURPLE, BLACK, ...} 0.884724 0.115276 0.232598 1414 0.238529 +C9 {FREE} {WHITE} 0.810405 0.189595 0.0833999 865 0.145918 +C7 {FREE} {CHOCOLATE, GRAY} 0.335502 0.664498 0.0497912 1076 0.181511 +C2 {ATTACHED} {BROWN, PURPLE, BLACK, ...} 1 0 0.033625 93 0.0156883 +C11 {FREE} {RED} 1 0 0.0235014 65 0.0109649 +C4 {ATTACHED} {BUFF, YELLOW, GREEN} 0.859649 0.140351 0.00790485 57 0.00961538 +C5 {FREE} {PINK} 0.6 0.4 0.0054359 1080 0.182186 +C10 {ATTACHED} {WHITE} 0 1 0.0030878 7 0.00118084 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R14 +Variables + Type Name + Categorical GillColor + Categorical VeilColor + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{BROWN, PURPLE, BLACK} 1456 0.245614 3 BROWN PURPLE BLACK +{BUFF, YELLOW, ORANGE, ...} 1379 0.232625 4 BUFF YELLOW ORANGE GREEN * +{PINK} 1080 0.182186 1 PINK +{CHOCOLATE, GRAY} 1076 0.181511 2 CHOCOLATE GRAY +{WHITE} 872 0.147099 1 WHITE +{RED} 65 0.0109649 1 RED +VeilColor +Group Frequency Coverage Size Value list +{WHITE} 5781 0.975202 1 WHITE +{ORANGE, BROWN} 142 0.0239541 2 ORANGE BROWN +{YELLOW} 5 0.000843455 1 YELLOW * + +Cell frequencies + VeilColor +GillColor {WHITE} {ORANGE, BROWN} {YELLOW} Total Coverage +{BROWN, PURPLE, BLACK} 1414 42 0 1456 0.245614 +{BUFF, YELLOW, ORANGE, ...} 1277 100 2 1379 0.232625 +{PINK} 1080 0 0 1080 0.182186 +{CHOCOLATE, GRAY} 1076 0 0 1076 0.181511 +{WHITE} 869 0 3 872 0.147099 +{RED} 65 0 0 65 0.0109649 +Total 5781 142 5 5928 +Coverage 0.975202 0.0239541 0.000843455 + +Cells 10 +Cell Id GillColor VeilColor EDIBLE POISONOUS Interest Frequency Coverage +C2 {BUFF, YELLOW, ORANGE, ...} {WHITE} 0 1 0.557988 1277 0.215418 +C1 {BROWN, PURPLE, BLACK} {WHITE} 0.884724 0.115276 0.230403 1414 0.238529 +C5 {WHITE} {WHITE} 0.806674 0.193326 0.0805813 869 0.146592 +C4 {CHOCOLATE, GRAY} {WHITE} 0.335502 0.664498 0.0493214 1076 0.181511 +C8 {BUFF, YELLOW, ORANGE, ...} {ORANGE, BROWN} 1 0 0.0358148 100 0.0168691 +C6 {RED} {WHITE} 1 0 0.0232796 65 0.0109649 +C7 {BROWN, PURPLE, BLACK} {ORANGE, BROWN} 1 0 0.0150422 42 0.00708502 +C3 {PINK} {WHITE} 0.6 0.4 0.00538461 1080 0.182186 +C17 {WHITE} {YELLOW} 0 1 0.00131086 3 0.000506073 +C14 {BUFF, YELLOW, ORANGE, ...} {YELLOW} 0 1 0.000873905 2 0.000337382 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R15 +Variables + Type Name + Categorical CapShape + Categorical GillColor + +Variables stats +CapShape +Group Frequency Coverage Size Value list +{CONVEX} 2705 0.456309 1 CONVEX +{FLAT} 2298 0.387652 1 FLAT +{KNOBBED, BELL, SUNKEN} 923 0.155702 3 KNOBBED BELL SUNKEN +{CONICAL} 2 0.000337382 1 CONICAL * +GillColor +Group Frequency Coverage Size Value list +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{BROWN, BLACK, RED, ...} 1220 0.205803 4 BROWN BLACK RED ORANGE +{PINK} 1080 0.182186 1 PINK +{WHITE, YELLOW} 941 0.158738 2 WHITE YELLOW +{CHOCOLATE} 559 0.0942982 1 CHOCOLATE +{GRAY} 517 0.0872132 1 GRAY +{PURPLE} 352 0.0593792 1 PURPLE + +Cell frequencies + GillColor +CapShape {BUFF, GREEN} {BROWN, BLACK, RED, ...} {PINK} {WHITE, YELLOW} {CHOCOLATE} {GRAY} {PURPLE} Total Coverage +{CONVEX} 419 595 549 401 283 266 192 2705 0.456309 +{FLAT} 421 461 484 344 276 152 160 2298 0.387652 +{KNOBBED, BELL, SUNKEN} 419 164 47 194 0 99 0 923 0.155702 +{CONICAL} 0 0 0 2 0 0 0 2 0.000337382 +Total 1259 1220 1080 941 559 517 352 5928 +Coverage 0.212382 0.205803 0.182186 0.158738 0.0942982 0.0872132 0.0593792 + +Cells 20 +Cell Id CapShape GillColor EDIBLE POISONOUS Interest Frequency Coverage +C2 {FLAT} {BUFF, GREEN} 0 1 0.170988 421 0.0710189 +C1 {CONVEX} {BUFF, GREEN} 0 1 0.170176 419 0.0706815 +C3 {KNOBBED, BELL, SUNKEN} {BUFF, GREEN} 0 1 0.170176 419 0.0706815 +C5 {CONVEX} {BROWN, BLACK, RED, ...} 0.863866 0.136134 0.0782299 595 0.100371 +C6 {FLAT} {BROWN, BLACK, RED, ...} 0.900217 0.0997831 0.0773317 461 0.0777665 +C7 {KNOBBED, BELL, SUNKEN} {BROWN, BLACK, RED, ...} 1 0 0.0545953 164 0.0276653 +C26 {FLAT} {PURPLE} 1 0 0.0532637 160 0.0269906 +C22 {FLAT} {GRAY} 0.0394737 0.960526 0.0478678 152 0.025641 +C13 {CONVEX} {WHITE, YELLOW} 0.840399 0.159601 0.044651 401 0.0676451 +C23 {KNOBBED, BELL, SUNKEN} {GRAY} 0.929293 0.0707071 0.0200329 99 0.0167004 +C21 {CONVEX} {GRAY} 0.278195 0.721805 0.0190589 266 0.0448718 +C25 {CONVEX} {PURPLE} 0.8125 0.1875 0.0173269 192 0.0323887 +C15 {KNOBBED, BELL, SUNKEN} {WHITE, YELLOW} 0.809278 0.190722 0.0170698 194 0.032726 +C14 {FLAT} {WHITE, YELLOW} 0.744186 0.255814 0.0170377 344 0.0580297 +C11 {KNOBBED, BELL, SUNKEN} {PINK} 1 0 0.0156462 47 0.00792848 +C17 {CONVEX} {CHOCOLATE} 0.335689 0.664311 0.0120344 283 0.0477395 +C18 {FLAT} {CHOCOLATE} 0.34058 0.65942 0.0111562 276 0.0465587 +C9 {CONVEX} {PINK} 0.588342 0.411658 0.00171664 549 0.0926113 +C10 {FLAT} {PINK} 0.57438 0.42562 0.000829378 484 0.0816464 +C16 {CONICAL} {WHITE, YELLOW} 0 1 0.000812294 2 0.000337382 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R16 +Variables + Type Name + Categorical GillColor + Categorical StalkColorBelowRing + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{WHITE, PURPLE, YELLOW, ...} 1344 0.226721 4 WHITE PURPLE YELLOW ORANGE +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{BROWN, BLACK, RED} 1169 0.1972 3 BROWN BLACK RED +{PINK} 1080 0.182186 1 PINK +{CHOCOLATE, GRAY} 1076 0.181511 2 CHOCOLATE GRAY +StalkColorBelowRing +Group Frequency Coverage Size Value list +{WHITE} 3303 0.557186 1 WHITE +{PINK, ORANGE, RED} 1518 0.256073 3 PINK ORANGE RED +{BROWN, BUFF} 664 0.112011 2 BROWN BUFF +{GRAY} 394 0.0664642 1 GRAY +{CINNAMON, YELLOW} 49 0.00826586 2 CINNAMON YELLOW * + +Cell frequencies + StalkColorBelowRing +GillColor {WHITE} {PINK, ORANGE, RED} {BROWN, BUFF} {GRAY} {CINNAMON, YELLOW} Total Coverage +{WHITE, PURPLE, YELLOW, ...} 677 341 70 207 49 1344 0.226721 +{BUFF, GREEN} 642 617 0 0 0 1259 0.212382 +{BROWN, BLACK, RED} 909 167 0 93 0 1169 0.1972 +{PINK} 592 199 195 94 0 1080 0.182186 +{CHOCOLATE, GRAY} 483 194 399 0 0 1076 0.181511 +Total 3303 1518 664 394 49 5928 +Coverage 0.557186 0.256073 0.112011 0.0664642 0.00826586 + +Cells 17 +Cell Id GillColor StalkColorBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C2 {BUFF, GREEN} {WHITE} 0 1 0.189436 642 0.1083 +C7 {BUFF, GREEN} {PINK, ORANGE, RED} 0 1 0.182059 617 0.104082 +C15 {CHOCOLATE, GRAY} {BROWN, BUFF} 0 1 0.117734 399 0.0673077 +C3 {BROWN, BLACK, RED} {WHITE} 0.860286 0.139714 0.0847002 909 0.15334 +C6 {WHITE, PURPLE, YELLOW, ...} {PINK, ORANGE, RED} 1 0 0.0824727 341 0.0575236 +C14 {PINK} {BROWN, BUFF} 0 1 0.057539 195 0.0328947 +C10 {CHOCOLATE, GRAY} {PINK, ORANGE, RED} 0 1 0.0572439 194 0.032726 +C16 {WHITE, PURPLE, YELLOW, ...} {GRAY} 1 0 0.0500641 207 0.034919 +C8 {BROWN, BLACK, RED} {PINK, ORANGE, RED} 1 0 0.0403898 167 0.0281714 +C4 {PINK} {WHITE} 0.768581 0.231419 0.026851 592 0.099865 +C1 {WHITE, PURPLE, YELLOW, ...} {WHITE} 0.747415 0.252585 0.0251523 677 0.114204 +C19 {PINK} {GRAY} 1 0 0.0227344 94 0.015857 +C18 {BROWN, BLACK, RED} {GRAY} 1 0 0.0224925 93 0.0156883 +C5 {CHOCOLATE, GRAY} {WHITE} 0.747412 0.252588 0.0179442 483 0.0814777 +C21 {WHITE, PURPLE, YELLOW, ...} {CINNAMON, YELLOW} 0 1 0.0144585 49 0.00826586 +C11 {WHITE, PURPLE, YELLOW, ...} {BROWN, BUFF} 0.9 0.1 0.0085189 70 0.0118084 +C9 {PINK} {PINK, ORANGE, RED} 0.497487 0.502513 0.000209939 199 0.0335695 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R17 +Variables + Type Name + Categorical GillColor + Categorical RingType + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{PINK, GRAY, BLACK, ...} 2008 0.338731 4 PINK GRAY BLACK RED +{BUFF, YELLOW, ORANGE} 1361 0.229588 3 BUFF YELLOW ORANGE +{BROWN, PURPLE} 1110 0.187247 2 BROWN PURPLE +{WHITE} 872 0.147099 1 WHITE +{CHOCOLATE, GREEN} 577 0.0973347 2 CHOCOLATE GREEN * +RingType +Group Frequency Coverage Size Value list +{PENDANT} 2787 0.470142 1 PENDANT +{EVANESCENT, FLARING} 2220 0.374494 2 EVANESCENT FLARING +{LARGE, NONE} 921 0.155364 2 LARGE NONE * + +Cell frequencies + RingType +GillColor {PENDANT} {EVANESCENT, FLARING} {LARGE, NONE} Total Coverage +{PINK, GRAY, BLACK, ...} 977 445 586 2008 0.338731 +{BUFF, YELLOW, ORANGE} 100 1243 18 1361 0.229588 +{BROWN, PURPLE} 914 196 0 1110 0.187247 +{WHITE} 710 147 15 872 0.147099 +{CHOCOLATE, GREEN} 86 189 302 577 0.0973347 +Total 2787 2220 921 5928 +Coverage 0.470142 0.374494 0.155364 + +Cells 14 +Cell Id GillColor RingType EDIBLE POISONOUS Interest Frequency Coverage +C7 {BUFF, YELLOW, ORANGE} {EVANESCENT, FLARING} 0 1 0.339664 1243 0.209683 +C11 {PINK, GRAY, BLACK, ...} {LARGE, NONE} 0 1 0.160131 586 0.0988529 +C6 {PINK, GRAY, BLACK, ...} {EVANESCENT, FLARING} 1 0 0.0996705 445 0.0750675 +C3 {BROWN, PURPLE} {PENDANT} 0.870897 0.129103 0.084851 914 0.154184 +C15 {CHOCOLATE, GREEN} {LARGE, NONE} 0 1 0.0825249 302 0.0509447 +C8 {BROWN, PURPLE} {EVANESCENT, FLARING} 1 0 0.0438998 196 0.0330634 +C10 {CHOCOLATE, GREEN} {EVANESCENT, FLARING} 1 0 0.0423319 189 0.0318826 +C4 {WHITE} {PENDANT} 0.809859 0.190141 0.042225 710 0.119771 +C1 {PINK, GRAY, BLACK, ...} {PENDANT} 0.758444 0.241556 0.0373764 977 0.164811 +C5 {CHOCOLATE, GREEN} {PENDANT} 0 1 0.0235005 86 0.0145074 +C2 {BUFF, YELLOW, ORANGE} {PENDANT} 1 0 0.0223979 100 0.0168691 +C9 {WHITE} {EVANESCENT, FLARING} 0.857143 0.142857 0.0124097 147 0.0247976 +C12 {BUFF, YELLOW, ORANGE} {LARGE, NONE} 0 1 0.0049187 18 0.00303644 +C14 {WHITE} {LARGE, NONE} 0 1 0.00409892 15 0.00253036 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R18 +Variables + Type Name + Categorical Population + Categorical SporePrintColor + +Variables stats +Population +Group Frequency Coverage Size Value list +{SEVERAL} 2890 0.487517 1 SEVERAL +{SOLITARY, ABUNDANT, NUMEROUS} 1828 0.308367 3 SOLITARY ABUNDANT NUMEROUS +{SCATTERED} 966 0.162955 1 SCATTERED +{CLUSTERED} 244 0.0411606 1 CLUSTERED * +SporePrintColor +Group Frequency Coverage Size Value list +{BROWN, BLACK} 2894 0.488192 2 BROWN BLACK +{WHITE} 1711 0.28863 1 WHITE +{CHOCOLATE, GREEN} 1183 0.199561 2 CHOCOLATE GREEN +{BUFF, ORANGE, PURPLE, ...} 140 0.0236167 4 BUFF ORANGE PURPLE YELLOW * + +Cell frequencies + SporePrintColor +Population {BROWN, BLACK} {WHITE} {CHOCOLATE, GREEN} {BUFF, ORANGE, PURPLE, ...} Total Coverage +{SEVERAL} 855 1321 629 85 2890 0.487517 +{SOLITARY, ABUNDANT, NUMEROUS} 1255 117 456 0 1828 0.308367 +{SCATTERED} 767 101 98 0 966 0.162955 +{CLUSTERED} 17 172 0 55 244 0.0411606 +Total 2894 1711 1183 140 5928 +Coverage 0.488192 0.28863 0.199561 0.0236167 + +Cells 13 +Cell Id Population SporePrintColor EDIBLE POISONOUS Interest Frequency Coverage +C2 {SOLITARY, ABUNDANT, NUMEROUS} {BROWN, BLACK} 1 0 0.281541 1255 0.211707 +C5 {SEVERAL} {WHITE} 0.0469341 0.953066 0.268922 1321 0.222841 +C9 {SEVERAL} {CHOCOLATE, GREEN} 0.0302067 0.969793 0.140712 629 0.106107 +C10 {SOLITARY, ABUNDANT, NUMEROUS} {CHOCOLATE, GREEN} 0.0394737 0.960526 0.0967723 456 0.0769231 +C1 {SEVERAL} {BROWN, BLACK} 0.814035 0.185965 0.052623 855 0.144231 +C3 {SCATTERED} {BROWN, BLACK} 0.800522 0.199478 0.0424022 767 0.129386 +C11 {SCATTERED} {CHOCOLATE, GREEN} 0 1 0.0268223 98 0.0165317 +C6 {SOLITARY, ABUNDANT, NUMEROUS} {WHITE} 1 0 0.0262473 117 0.0197368 +C7 {SCATTERED} {WHITE} 1 0 0.0226579 101 0.0170378 +C13 {SEVERAL} {BUFF, ORANGE, PURPLE, ...} 1 0 0.0190685 85 0.0143387 +C16 {CLUSTERED} {BUFF, ORANGE, PURPLE, ...} 1 0 0.0123385 55 0.009278 +C8 {CLUSTERED} {WHITE} 0.75 0.25 0.00607919 172 0.0290148 +C4 {CLUSTERED} {BROWN, BLACK} 1 0 0.00381371 17 0.00286775 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R19 +Variables + Type Name + Categorical GillColor + Categorical Habitat + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{BUFF, GRAY} 1758 0.296559 2 BUFF GRAY +{BROWN, PURPLE, BLACK, ...} 1507 0.254217 4 BROWN PURPLE BLACK ORANGE +{PINK} 1080 0.182186 1 PINK +{WHITE, RED} 937 0.158063 2 WHITE RED +{CHOCOLATE} 559 0.0942982 1 CHOCOLATE +{YELLOW, GREEN} 87 0.0146761 2 YELLOW GREEN * +Habitat +Group Frequency Coverage Size Value list +{WOODS} 2224 0.375169 1 WOODS +{GRASSES} 1684 0.284076 1 GRASSES +{PATHS, LEAVES} 1420 0.239541 2 PATHS LEAVES +{URBAN} 251 0.0423414 1 URBAN +{MEADOWS} 220 0.037112 1 MEADOWS +{WASTE} 129 0.0217611 1 WASTE * + +Cell frequencies + Habitat +GillColor {WOODS} {GRASSES} {PATHS, LEAVES} {URBAN} {MEADOWS} {WASTE} Total Coverage +{BUFF, GRAY} 544 206 935 17 56 0 1758 0.296559 +{BROWN, PURPLE, BLACK, ...} 699 520 112 79 97 0 1507 0.254217 +{PINK} 453 428 126 73 0 0 1080 0.182186 +{WHITE, RED} 385 210 106 50 57 129 937 0.158063 +{CHOCOLATE} 125 312 90 32 0 0 559 0.0942982 +{YELLOW, GREEN} 18 8 51 0 10 0 87 0.0146761 +Total 2224 1684 1420 251 220 129 5928 +Coverage 0.375169 0.284076 0.239541 0.0423414 0.037112 0.0217611 + +Cells 28 +Cell Id GillColor Habitat EDIBLE POISONOUS Interest Frequency Coverage +C13 {BUFF, GRAY} {PATHS, LEAVES} 0 1 0.312133 935 0.157726 +C1 {BUFF, GRAY} {WOODS} 0 1 0.181605 544 0.0917679 +C2 {BROWN, PURPLE, BLACK, ...} {WOODS} 0.901288 0.0987124 0.097054 699 0.117915 +C8 {BROWN, PURPLE, BLACK, ...} {GRASSES} 0.909615 0.0903846 0.0762128 520 0.0877193 +C4 {WHITE, RED} {WOODS} 0.914286 0.0857143 0.0581542 385 0.064946 +C34 {WHITE, RED} {WASTE} 1 0 0.0352977 129 0.0217611 +C14 {BROWN, PURPLE, BLACK, ...} {PATHS, LEAVES} 1 0 0.0306461 112 0.0188934 +C17 {CHOCOLATE} {PATHS, LEAVES} 0 1 0.0300449 90 0.0151822 +C26 {BROWN, PURPLE, BLACK, ...} {MEADOWS} 1 0 0.0265417 97 0.016363 +C5 {CHOCOLATE} {WOODS} 0.088 0.912 0.0248062 125 0.0210864 +C16 {WHITE, RED} {PATHS, LEAVES} 0.924528 0.0754717 0.0171004 106 0.0178812 +C22 {WHITE, RED} {URBAN} 0 1 0.0166916 50 0.00843455 +C3 {PINK} {WOODS} 0.724062 0.275938 0.0149462 453 0.076417 +C15 {PINK} {PATHS, LEAVES} 0.18254 0.81746 0.0145298 126 0.0212551 +C23 {CHOCOLATE} {URBAN} 0 1 0.0106826 32 0.00539811 +C18 {YELLOW, GREEN} {PATHS, LEAVES} 0.960784 0.0392157 0.0103907 51 0.00860324 +C25 {BUFF, GRAY} {MEADOWS} 0.875 0.125 0.00653065 56 0.00944669 +C6 {YELLOW, GREEN} {WOODS} 0 1 0.00600898 18 0.00303644 +C28 {WHITE, RED} {MEADOWS} 0.842105 0.157895 0.00528179 57 0.00961538 +C9 {PINK} {GRASSES} 0.649533 0.350467 0.00507816 428 0.0721997 +C21 {PINK} {URBAN} 0.260274 0.739726 0.00494847 73 0.0123144 +C19 {BUFF, GRAY} {URBAN} 1 0 0.00465163 17 0.00286775 +C30 {YELLOW, GREEN} {MEADOWS} 0 1 0.00333832 10 0.00168691 +C10 {WHITE, RED} {GRASSES} 0.661905 0.338095 0.00306622 210 0.0354251 +C12 {YELLOW, GREEN} {GRASSES} 0 1 0.00267066 8 0.00134953 +C20 {BROWN, PURPLE, BLACK, ...} {URBAN} 0.405063 0.594937 0.00115912 79 0.0133266 +C11 {CHOCOLATE} {GRASSES} 0.570513 0.429487 0.000358317 312 0.0526316 +C7 {BUFF, GRAY} {GRASSES} 0.514563 0.485437 7.11164e-05 206 0.0347503 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R20 +Variables + Type Name + Categorical GillColor + Categorical Population + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{WHITE, BROWN} 1630 0.274966 2 WHITE BROWN +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{PINK} 1080 0.182186 1 PINK +{CHOCOLATE, GRAY} 1076 0.181511 2 CHOCOLATE GRAY +{PURPLE} 352 0.0593792 1 PURPLE +{BLACK} 346 0.0583671 1 BLACK +{RED, ORANGE} 116 0.0195682 2 RED ORANGE +{YELLOW} 69 0.0116397 1 YELLOW +Population +Group Frequency Coverage Size Value list +{SEVERAL} 2890 0.487517 1 SEVERAL +{SCATTERED, CLUSTERED} 1210 0.204116 2 SCATTERED CLUSTERED * +{SOLITARY} 1178 0.198718 1 SOLITARY +{ABUNDANT, NUMEROUS} 650 0.109649 2 ABUNDANT NUMEROUS + +Cell frequencies + Population +GillColor {SEVERAL} {SCATTERED, CLUSTERED} {SOLITARY} {ABUNDANT, NUMEROUS} Total Coverage +{WHITE, BROWN} 594 445 368 223 1630 0.274966 +{BUFF, GREEN} 1259 0 0 0 1259 0.212382 +{PINK} 403 212 335 130 1080 0.182186 +{CHOCOLATE, GRAY} 379 228 311 158 1076 0.181511 +{PURPLE} 178 18 156 0 352 0.0593792 +{BLACK} 31 168 8 139 346 0.0583671 +{RED, ORANGE} 23 93 0 0 116 0.0195682 +{YELLOW} 23 46 0 0 69 0.0116397 +Total 2890 1210 1178 650 5928 +Coverage 0.487517 0.204116 0.198718 0.109649 + +Cells 24 +Cell Id GillColor Population EDIBLE POISONOUS Interest Frequency Coverage +C2 {BUFF, GREEN} {SEVERAL} 0 1 0.390285 1259 0.212382 +C4 {CHOCOLATE, GRAY} {SEVERAL} 0.0290237 0.970976 0.0966893 379 0.0639339 +C17 {WHITE, BROWN} {SOLITARY} 1 0 0.0935045 368 0.0620783 +C20 {CHOCOLATE, GRAY} {SOLITARY} 0.0546624 0.945338 0.0687195 311 0.0524629 +C25 {WHITE, BROWN} {ABUNDANT, NUMEROUS} 1 0 0.0566617 223 0.0376181 +C28 {CHOCOLATE, GRAY} {ABUNDANT, NUMEROUS} 1 0 0.040146 158 0.0266532 +C21 {PURPLE} {SOLITARY} 1 0 0.0396378 156 0.0263158 +C30 {BLACK} {ABUNDANT, NUMEROUS} 1 0 0.0353183 139 0.023448 +C27 {PINK} {ABUNDANT, NUMEROUS} 1 0 0.0330315 130 0.0219298 +C1 {WHITE, BROWN} {SEVERAL} 0.765993 0.234007 0.0276467 594 0.100202 +C15 {RED, ORANGE} {SCATTERED, CLUSTERED} 1 0 0.0236302 93 0.0156883 +C5 {PURPLE} {SEVERAL} 0.898876 0.101124 0.0225915 178 0.030027 +C14 {BLACK} {SCATTERED, CLUSTERED} 0.863095 0.136905 0.0167697 168 0.0283401 +C9 {WHITE, BROWN} {SCATTERED, CLUSTERED} 0.74382 0.25618 0.016761 445 0.0750675 +C12 {CHOCOLATE, GRAY} {SCATTERED, CLUSTERED} 0.767544 0.232456 0.0107627 228 0.0384615 +C7 {RED, ORANGE} {SEVERAL} 1 0 0.00584403 23 0.00387989 +C8 {YELLOW} {SEVERAL} 1 0 0.00584403 23 0.00387989 +C13 {PURPLE} {SCATTERED, CLUSTERED} 0 1 0.00557993 18 0.00303644 +C11 {PINK} {SCATTERED, CLUSTERED} 0.688679 0.311321 0.00424296 212 0.0357625 +C3 {PINK} {SEVERAL} 0.449132 0.550868 0.0023813 403 0.0679825 +C22 {BLACK} {SOLITARY} 1 0 0.00203271 8 0.00134953 +C6 {BLACK} {SEVERAL} 0.290323 0.709677 0.00153351 31 0.00522942 +C19 {PINK} {SOLITARY} 0.570149 0.429851 0.000350083 335 0.0565115 +C16 {YELLOW} {SCATTERED, CLUSTERED} 0.565217 0.434783 3.56941e-05 46 0.00775978 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R21 +Variables + Type Name + Categorical GillColor + Categorical StalkColorAboveRing + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{WHITE, PURPLE, YELLOW, ...} 1344 0.226721 4 WHITE PURPLE YELLOW ORANGE +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{BROWN, BLACK, RED} 1169 0.1972 3 BROWN BLACK RED +{PINK} 1080 0.182186 1 PINK +{CHOCOLATE, GRAY} 1076 0.181511 2 CHOCOLATE GRAY +StalkColorAboveRing +Group Frequency Coverage Size Value list +{WHITE} 3361 0.56697 1 WHITE +{PINK} 1314 0.22166 1 PINK +{GRAY, ORANGE, RED} 615 0.103745 3 GRAY ORANGE RED +{BROWN, BUFF} 600 0.101215 2 BROWN BUFF +{CINNAMON, YELLOW} 38 0.00641026 2 CINNAMON YELLOW * + +Cell frequencies + StalkColorAboveRing +GillColor {WHITE} {PINK} {GRAY, ORANGE, RED} {BROWN, BUFF} {CINNAMON, YELLOW} Total Coverage +{WHITE, PURPLE, YELLOW, ...} 745 208 343 10 38 1344 0.226721 +{BUFF, GREEN} 639 620 0 0 0 1259 0.212382 +{BROWN, BLACK, RED} 901 94 174 0 0 1169 0.1972 +{PINK} 593 195 98 194 0 1080 0.182186 +{CHOCOLATE, GRAY} 483 197 0 396 0 1076 0.181511 +Total 3361 1314 615 600 38 5928 +Coverage 0.56697 0.22166 0.103745 0.101215 0.00641026 + +Cells 17 +Cell Id GillColor StalkColorAboveRing EDIBLE POISONOUS Interest Frequency Coverage +C2 {BUFF, GREEN} {WHITE} 0 1 0.189481 639 0.107794 +C7 {BUFF, GREEN} {PINK} 0 1 0.183847 620 0.104588 +C20 {CHOCOLATE, GRAY} {BROWN, BUFF} 0 1 0.117425 396 0.0668016 +C3 {BROWN, BLACK, RED} {WHITE} 0.859046 0.140954 0.0836431 901 0.151991 +C11 {WHITE, PURPLE, YELLOW, ...} {GRAY, ORANGE, RED} 1 0 0.0833658 343 0.057861 +C10 {CHOCOLATE, GRAY} {PINK} 0 1 0.058416 197 0.0332321 +C19 {PINK} {BROWN, BUFF} 0 1 0.0575264 194 0.032726 +C6 {WHITE, PURPLE, YELLOW, ...} {PINK} 1 0 0.0505542 208 0.0350877 +C13 {BROWN, BLACK, RED} {GRAY, ORANGE, RED} 1 0 0.0422905 174 0.0293522 +C1 {WHITE, PURPLE, YELLOW, ...} {WHITE} 0.746309 0.253691 0.0275135 745 0.125675 +C4 {PINK} {WHITE} 0.768971 0.231029 0.0271245 593 0.100034 +C14 {PINK} {GRAY, ORANGE, RED} 1 0 0.0238188 98 0.0165317 +C8 {BROWN, BLACK, RED} {PINK} 1 0 0.0228466 94 0.015857 +C5 {CHOCOLATE, GRAY} {WHITE} 0.747412 0.252588 0.0180327 483 0.0814777 +C21 {WHITE, PURPLE, YELLOW, ...} {CINNAMON, YELLOW} 0 1 0.0112681 38 0.00641026 +C16 {WHITE, PURPLE, YELLOW, ...} {BROWN, BUFF} 1 0 0.00243049 10 0.00168691 +C9 {PINK} {PINK} 0.482051 0.517949 0.000415499 195 0.0328947 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R22 +Variables + Type Name + Categorical RingType + Categorical StalkColorBelowRing + +Variables stats +RingType +Group Frequency Coverage Size Value list +{PENDANT} 2787 0.470142 1 PENDANT +{EVANESCENT, NONE} 2216 0.373819 2 EVANESCENT NONE * +{LARGE, FLARING} 925 0.156039 2 LARGE FLARING +StalkColorBelowRing +Group Frequency Coverage Size Value list +{WHITE} 3303 0.557186 1 WHITE +{PINK, GRAY, BUFF, ...} 2198 0.370783 6 PINK GRAY BUFF ORANGE CINNAMON YELLOW * +{BROWN, RED} 427 0.072031 2 BROWN RED + +Cell frequencies + StalkColorBelowRing +RingType {WHITE} {PINK, GRAY, BUFF, ...} {BROWN, RED} Total Coverage +{PENDANT} 1840 937 10 2787 0.470142 +{EVANESCENT, NONE} 1426 666 124 2216 0.373819 +{LARGE, FLARING} 37 595 293 925 0.156039 +Total 3303 2198 427 5928 +Coverage 0.557186 0.370783 0.072031 + +Cells 9 +Cell Id RingType StalkColorBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C4 {PENDANT} {PINK, GRAY, BUFF, ...} 1 0 0.301405 937 0.158063 +C5 {EVANESCENT, NONE} {PINK, GRAY, BUFF, ...} 0 1 0.26137 666 0.112348 +C6 {LARGE, FLARING} {PINK, GRAY, BUFF, ...} 0 1 0.233507 595 0.100371 +C9 {LARGE, FLARING} {BROWN, RED} 0 1 0.114987 293 0.0494265 +C1 {PENDANT} {WHITE} 0.6875 0.3125 0.0458927 1840 0.310391 +C8 {EVANESCENT, NONE} {BROWN, RED} 0.943548 0.0564516 0.026563 124 0.0209177 +C3 {LARGE, FLARING} {WHITE} 1 0 0.0119018 37 0.00624157 +C7 {PENDANT} {BROWN, RED} 1 0 0.0032167 10 0.00168691 +C2 {EVANESCENT, NONE} {WHITE} 0.562412 0.437588 0.00115689 1426 0.240553 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R23 +Variables + Type Name + Categorical RingType + Categorical StalkSurfaceBelowRing + +Variables stats +RingType +Group Frequency Coverage Size Value list +{EVANESCENT, LARGE, FLARING, ...} 3141 0.529858 4 EVANESCENT LARGE FLARING NONE * +{PENDANT} 2787 0.470142 1 PENDANT +StalkSurfaceBelowRing +Group Frequency Coverage Size Value list +{SMOOTH} 3587 0.605094 1 SMOOTH +{SILKY, SCALY} 1797 0.303138 2 SILKY SCALY * +{FIBROUS} 544 0.0917679 1 FIBROUS + +Cell frequencies + StalkSurfaceBelowRing +RingType {SMOOTH} {SILKY, SCALY} {FIBROUS} Total Coverage +{EVANESCENT, LARGE, FLARING, ...} 1139 1561 441 3141 0.529858 +{PENDANT} 2448 236 103 2787 0.470142 +Total 3587 1797 544 5928 +Coverage 0.605094 0.303138 0.0917679 + +Cells 6 +Cell Id RingType StalkSurfaceBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C3 {EVANESCENT, LARGE, FLARING, ...} {SILKY, SCALY} 0 1 0.565428 1561 0.263327 +C2 {PENDANT} {SMOOTH} 0.80719 0.19281 0.188949 2448 0.412955 +C5 {EVANESCENT, LARGE, FLARING, ...} {FIBROUS} 1 0 0.130931 441 0.0743927 +C4 {PENDANT} {SILKY, SCALY} 1 0 0.0700672 236 0.0398111 +C6 {PENDANT} {FIBROUS} 0 1 0.0373088 103 0.0173752 +C1 {EVANESCENT, LARGE, FLARING, ...} {SMOOTH} 0.452151 0.547849 0.00731666 1139 0.192139 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R24 +Variables + Type Name + Categorical RingType + Categorical StalkColorAboveRing + +Variables stats +RingType +Group Frequency Coverage Size Value list +{EVANESCENT, LARGE, NONE} 3104 0.523617 3 EVANESCENT LARGE NONE * +{PENDANT} 2787 0.470142 1 PENDANT +{FLARING} 37 0.00624157 1 FLARING +StalkColorAboveRing +Group Frequency Coverage Size Value list +{WHITE} 3361 0.56697 1 WHITE +{PINK, GRAY, BROWN, ...} 2504 0.422402 7 PINK GRAY BROWN BUFF ORANGE CINNAMON YELLOW * +{RED} 63 0.0106275 1 RED + +Cell frequencies + StalkColorAboveRing +RingType {WHITE} {PINK, GRAY, BROWN, ...} {RED} Total Coverage +{EVANESCENT, LARGE, NONE} 1495 1546 63 3104 0.523617 +{PENDANT} 1829 958 0 2787 0.470142 +{FLARING} 37 0 0 37 0.00624157 +Total 3361 2504 63 5928 +Coverage 0.56697 0.422402 0.0106275 + +Cells 6 +Cell Id RingType StalkColorAboveRing EDIBLE POISONOUS Interest Frequency Coverage +C4 {EVANESCENT, LARGE, NONE} {PINK, GRAY, BROWN, ...} 0 1 0.610519 1546 0.260796 +C5 {PENDANT} {PINK, GRAY, BROWN, ...} 1 0 0.310087 958 0.161606 +C2 {PENDANT} {WHITE} 0.685621 0.314379 0.0447561 1829 0.308536 +C7 {EVANESCENT, LARGE, NONE} {RED} 1 0 0.0203919 63 0.0106275 +C3 {FLARING} {WHITE} 1 0 0.0119762 37 0.00624157 +C1 {EVANESCENT, LARGE, NONE} {WHITE} 0.572575 0.427425 0.00227039 1495 0.252193 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R25 +Variables + Type Name + Categorical RingType + Categorical StalkSurfaceAboveRing + +Variables stats +RingType +Group Frequency Coverage Size Value list +{EVANESCENT, LARGE, NONE} 3104 0.523617 3 EVANESCENT LARGE NONE * +{PENDANT} 2787 0.470142 1 PENDANT +{FLARING} 37 0.00624157 1 FLARING +StalkSurfaceAboveRing +Group Frequency Coverage Size Value list +{SMOOTH} 3753 0.633097 1 SMOOTH +{SILKY, SCALY} 1668 0.281377 2 SILKY SCALY * +{FIBROUS} 507 0.0855263 1 FIBROUS + +Cell frequencies + StalkSurfaceAboveRing +RingType {SMOOTH} {SILKY, SCALY} {FIBROUS} Total Coverage +{EVANESCENT, LARGE, NONE} 1142 1560 402 3104 0.523617 +{PENDANT} 2574 108 105 2787 0.470142 +{FLARING} 37 0 0 37 0.00624157 +Total 3753 1668 507 5928 +Coverage 0.633097 0.281377 0.0855263 + +Cells 7 +Cell Id RingType StalkSurfaceAboveRing EDIBLE POISONOUS Interest Frequency Coverage +C4 {EVANESCENT, LARGE, NONE} {SILKY, SCALY} 0 1 0.57196 1560 0.263158 +C2 {PENDANT} {SMOOTH} 0.817405 0.182595 0.217836 2574 0.434211 +C7 {EVANESCENT, LARGE, NONE} {FIBROUS} 1 0 0.120808 402 0.0678138 +C8 {PENDANT} {FIBROUS} 0 1 0.0384973 105 0.0177126 +C5 {PENDANT} {SILKY, SCALY} 1 0 0.0324558 108 0.0182186 +C3 {FLARING} {SMOOTH} 1 0 0.0111191 37 0.00624157 +C1 {EVANESCENT, LARGE, NONE} {SMOOTH} 0.452715 0.547285 0.00732398 1142 0.192645 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R26 +Variables + Type Name + Categorical Bruise + Categorical GillColor + +Variables stats +Bruise +Group Frequency Coverage Size Value list +{NO} 3568 0.601889 1 NO +{BRUISES} 2360 0.398111 1 BRUISES * +GillColor +Group Frequency Coverage Size Value list +{BUFF} 1241 0.209345 1 BUFF +{PINK} 1080 0.182186 1 PINK +{WHITE, YELLOW} 941 0.158738 2 WHITE YELLOW +{BROWN} 758 0.127868 1 BROWN +{CHOCOLATE, GREEN} 577 0.0973347 2 CHOCOLATE GREEN * +{GRAY} 517 0.0872132 1 GRAY +{PURPLE, RED} 417 0.0703441 2 PURPLE RED +{BLACK, ORANGE} 397 0.0669703 2 BLACK ORANGE + +Cell frequencies + GillColor +Bruise {BUFF} {PINK} {WHITE, YELLOW} {BROWN} {CHOCOLATE, GREEN} {GRAY} {PURPLE, RED} {BLACK, ORANGE} Total Coverage +{NO} 1241 610 244 277 491 410 45 250 3568 0.601889 +{BRUISES} 0 470 697 481 86 107 372 147 2360 0.398111 +Total 1241 1080 941 758 577 517 417 397 5928 +Coverage 0.209345 0.182186 0.158738 0.127868 0.0973347 0.0872132 0.0703441 0.0669703 + +Cells 15 +Cell Id Bruise GillColor EDIBLE POISONOUS Interest Frequency Coverage +C1 {NO} {BUFF} 0 1 0.474767 1241 0.209345 +C14 {BRUISES} {PURPLE, RED} 1 0 0.116649 372 0.062753 +C15 {NO} {BLACK, ORANGE} 1 0 0.0783929 250 0.0421727 +C8 {BRUISES} {BROWN} 0.898129 0.101871 0.0749719 481 0.0811404 +C6 {BRUISES} {WHITE, YELLOW} 0.806313 0.193687 0.056425 697 0.117578 +C11 {NO} {GRAY} 0.2 0.8 0.0485215 410 0.0691633 +C7 {NO} {BROWN} 0.880866 0.119134 0.0385117 277 0.0467274 +C10 {BRUISES} {CHOCOLATE, GREEN} 0 1 0.0329008 86 0.0145074 +C4 {BRUISES} {PINK} 0.776596 0.223404 0.0296843 470 0.0792848 +C5 {NO} {WHITE, YELLOW} 0.770492 0.229508 0.0145977 244 0.0411606 +C12 {BRUISES} {GRAY} 0.841121 0.158879 0.0112817 107 0.0180499 +C9 {NO} {CHOCOLATE, GREEN} 0.384929 0.615071 0.0110477 491 0.0828273 +C13 {NO} {PURPLE, RED} 0.2 0.8 0.00532553 45 0.00759109 +C16 {BRUISES} {BLACK, ORANGE} 0.693878 0.306122 0.00388635 147 0.0247976 +C3 {NO} {PINK} 0.463934 0.536066 0.00303751 610 0.102901 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R27 +Variables + Type Name + Categorical SporePrintColor + Categorical StalkColorBelowRing + +Variables stats +SporePrintColor +Group Frequency Coverage Size Value list +{BROWN} 3034 0.511808 6 BROWN * +{WHITE} 1711 0.28863 1 WHITE +{CHOCOLATE} 1128 0.190283 1 CHOCOLATE +{GREEN} 55 0.009278 1 GREEN +StalkColorBelowRing +Group Frequency Coverage Size Value list +{WHITE} 3303 0.557186 1 WHITE +{PINK, GRAY, BUFF, ...} 2198 0.370783 6 PINK GRAY BUFF ORANGE CINNAMON YELLOW * +{BROWN, RED} 427 0.072031 2 BROWN RED + +Cell frequencies + StalkColorBelowRing +SporePrintColor {WHITE} {PINK, GRAY, BUFF, ...} {BROWN, RED} Total Coverage +{BROWN} 2097 937 0 3034 0.511808 +{WHITE} 911 666 134 1711 0.28863 +{CHOCOLATE} 240 595 293 1128 0.190283 +{GREEN} 55 0 0 55 0.009278 +Total 3303 2198 427 5928 +Coverage 0.557186 0.370783 0.072031 + +Cells 9 +Cell Id SporePrintColor StalkColorBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C5 {BROWN} {PINK, GRAY, BUFF, ...} 1 0 0.233108 937 0.158063 +C6 {WHITE} {PINK, GRAY, BUFF, ...} 0 1 0.202145 666 0.112348 +C1 {BROWN} {WHITE} 0.851216 0.148784 0.188588 2097 0.353745 +C7 {CHOCOLATE} {PINK, GRAY, BUFF, ...} 0 1 0.180595 595 0.100371 +C11 {CHOCOLATE} {BROWN, RED} 0 1 0.0889319 293 0.0494265 +C2 {WHITE} {WHITE} 0.30955 0.69045 0.0372696 911 0.153677 +C3 {CHOCOLATE} {WHITE} 0.154167 0.845833 0.0298575 240 0.0404858 +C10 {WHITE} {BROWN, RED} 0.947761 0.0522388 0.0228102 134 0.0226046 +C4 {GREEN} {WHITE} 0 1 0.0166937 55 0.009278 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R28 +Variables + Type Name + Categorical StalkColorBelowRing + Categorical StalkSurfaceBelowRing + +Variables stats +StalkColorBelowRing +Group Frequency Coverage Size Value list +{WHITE} 3303 0.557186 1 WHITE +{PINK, BUFF, CINNAMON, ...} 1662 0.280364 4 PINK BUFF CINNAMON YELLOW * +{GRAY, BROWN, ORANGE, ...} 963 0.162449 4 GRAY BROWN ORANGE RED +StalkSurfaceBelowRing +Group Frequency Coverage Size Value list +{SMOOTH} 3587 0.605094 1 SMOOTH +{SILKY} 1604 0.27058 1 SILKY +{FIBROUS} 544 0.0917679 1 FIBROUS +{SCALY} 193 0.0325574 1 SCALY * + +Cell frequencies + StalkSurfaceBelowRing +StalkColorBelowRing {SMOOTH} {SILKY} {FIBROUS} {SCALY} Total Coverage +{WHITE} 2250 408 518 127 3303 0.557186 +{PINK, BUFF, CINNAMON, ...} 710 903 0 49 1662 0.280364 +{GRAY, BROWN, ORANGE, ...} 627 293 26 17 963 0.162449 +Total 3587 1604 544 193 5928 +Coverage 0.605094 0.27058 0.0917679 0.0325574 + +Cells 11 +Cell Id StalkColorBelowRing StalkSurfaceBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C5 {PINK, BUFF, CINNAMON, ...} {SILKY} 0 1 0.416761 903 0.152328 +C3 {GRAY, BROWN, ORANGE, ...} {SMOOTH} 1 0 0.23719 627 0.105769 +C6 {GRAY, BROWN, ORANGE, ...} {SILKY} 0 1 0.135228 293 0.0494265 +C7 {WHITE} {FIBROUS} 0.801158 0.198842 0.0485391 518 0.0873819 +C10 {WHITE} {SCALY} 1 0 0.0480432 127 0.0214238 +C4 {WHITE} {SILKY} 0.242647 0.757353 0.0435724 408 0.0688259 +C1 {WHITE} {SMOOTH} 0.650222 0.349778 0.0373578 2250 0.379555 +C11 {PINK, BUFF, CINNAMON, ...} {SCALY} 0 1 0.022615 49 0.00826586 +C9 {GRAY, BROWN, ORANGE, ...} {FIBROUS} 1 0 0.00983561 26 0.00438596 +C2 {PINK, BUFF, CINNAMON, ...} {SMOOTH} 0.564789 0.435211 0.000797522 710 0.119771 +C12 {GRAY, BROWN, ORANGE, ...} {SCALY} 0.588235 0.411765 6.01639e-05 17 0.00286775 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R29 +Variables + Type Name + Categorical GillColor + Categorical StalkSurfaceBelowRing + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{PINK, GRAY} 1597 0.269399 2 PINK GRAY +{BROWN, PURPLE, BLACK} 1456 0.245614 3 BROWN PURPLE BLACK +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{WHITE} 872 0.147099 1 WHITE +{CHOCOLATE} 559 0.0942982 1 CHOCOLATE +{YELLOW, RED, ORANGE} 185 0.0312078 3 YELLOW RED ORANGE +StalkSurfaceBelowRing +Group Frequency Coverage Size Value list +{SMOOTH} 3587 0.605094 1 SMOOTH +{SILKY} 1604 0.27058 1 SILKY +{FIBROUS} 544 0.0917679 1 FIBROUS +{SCALY} 193 0.0325574 1 SCALY * + +Cell frequencies + StalkSurfaceBelowRing +GillColor {SMOOTH} {SILKY} {FIBROUS} {SCALY} Total Coverage +{PINK, GRAY} 756 649 147 45 1597 0.269399 +{BROWN, PURPLE, BLACK} 1230 0 191 35 1456 0.245614 +{BUFF, GREEN} 642 617 0 0 1259 0.212382 +{WHITE} 675 36 68 93 872 0.147099 +{CHOCOLATE} 119 302 138 0 559 0.0942982 +{YELLOW, RED, ORANGE} 165 0 0 20 185 0.0312078 +Total 3587 1604 544 193 5928 +Coverage 0.605094 0.27058 0.0917679 0.0325574 + +Cells 18 +Cell Id GillColor StalkSurfaceBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C3 {BUFF, GREEN} {SMOOTH} 0 1 0.204744 642 0.1083 +C9 {BUFF, GREEN} {SILKY} 0 1 0.196772 617 0.104082 +C2 {BROWN, PURPLE, BLACK} {SMOOTH} 0.86748 0.13252 0.130185 1230 0.20749 +C7 {PINK, GRAY} {SILKY} 0.0970724 0.902928 0.117092 649 0.10948 +C11 {CHOCOLATE} {SILKY} 0 1 0.0963128 302 0.0509447 +C4 {WHITE} {SMOOTH} 0.848889 0.151111 0.0627366 675 0.113866 +C14 {BROWN, PURPLE, BLACK} {FIBROUS} 1 0 0.0499274 191 0.03222 +C1 {PINK, GRAY} {SMOOTH} 0.792328 0.207672 0.0455303 756 0.12753 +C6 {YELLOW, RED, ORANGE} {SMOOTH} 1 0 0.043131 165 0.027834 +C19 {PINK, GRAY} {SCALY} 1 0 0.011763 45 0.00759109 +C10 {WHITE} {SILKY} 1 0 0.0094104 36 0.00607287 +C20 {BROWN, PURPLE, BLACK} {SCALY} 1 0 0.009149 35 0.00590418 +C13 {PINK, GRAY} {FIBROUS} 0.768707 0.231293 0.00721442 147 0.0247976 +C24 {YELLOW, RED, ORANGE} {SCALY} 0 1 0.00637833 20 0.00337382 +C17 {CHOCOLATE} {FIBROUS} 0.73913 0.26087 0.0051001 138 0.0232794 +C5 {CHOCOLATE} {SMOOTH} 0.731092 0.268908 0.0040456 119 0.0200742 +C22 {WHITE} {SCALY} 0.612903 0.387097 0.000485891 93 0.0156883 +C16 {WHITE} {FIBROUS} 0.514706 0.485294 2.21052e-05 68 0.011471 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R30 +Variables + Type Name + Categorical GillColor + Categorical StalkSurfaceAboveRing + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{WHITE, PURPLE} 1224 0.206478 2 WHITE PURPLE +{BROWN, BLACK} 1104 0.186235 2 BROWN BLACK +{PINK} 1080 0.182186 1 PINK +{CHOCOLATE} 559 0.0942982 1 CHOCOLATE +{GRAY} 517 0.0872132 1 GRAY +{YELLOW, RED, ORANGE} 185 0.0312078 3 YELLOW RED ORANGE +StalkSurfaceAboveRing +Group Frequency Coverage Size Value list +{SMOOTH} 3753 0.633097 1 SMOOTH +{SILKY, SCALY} 1668 0.281377 2 SILKY SCALY * +{FIBROUS} 507 0.0855263 1 FIBROUS + +Cell frequencies + StalkSurfaceAboveRing +GillColor {SMOOTH} {SILKY, SCALY} {FIBROUS} Total Coverage +{BUFF, GREEN} 643 616 0 1259 0.212382 +{WHITE, PURPLE} 1087 77 60 1224 0.206478 +{BROWN, BLACK} 913 0 191 1104 0.186235 +{PINK} 617 329 134 1080 0.182186 +{CHOCOLATE} 135 302 122 559 0.0942982 +{GRAY} 193 324 0 517 0.0872132 +{YELLOW, RED, ORANGE} 165 20 0 185 0.0312078 +Total 3753 1668 507 5928 +Coverage 0.633097 0.281377 0.0855263 + +Cells 17 +Cell Id GillColor StalkSurfaceAboveRing EDIBLE POISONOUS Interest Frequency Coverage +C1 {BUFF, GREEN} {SMOOTH} 0 1 0.205876 643 0.108468 +C8 {BUFF, GREEN} {SILKY, SCALY} 0 1 0.197231 616 0.103914 +C2 {WHITE, PURPLE} {SMOOTH} 0.873045 0.126955 0.119979 1087 0.183367 +C12 {CHOCOLATE} {SILKY, SCALY} 0 1 0.0966943 302 0.0509447 +C3 {BROWN, BLACK} {SMOOTH} 0.860898 0.139102 0.0927058 913 0.154015 +C11 {PINK} {SILKY, SCALY} 0.103343 0.896657 0.0575769 329 0.0554993 +C13 {GRAY} {SILKY, SCALY} 0.101852 0.898148 0.0571687 324 0.0546559 +C4 {PINK} {SMOOTH} 0.837925 0.162075 0.0531926 617 0.104082 +C17 {BROWN, BLACK} {FIBROUS} 1 0 0.0501252 191 0.03222 +C7 {YELLOW, RED, ORANGE} {SMOOTH} 1 0 0.0433019 165 0.027834 +C14 {YELLOW, RED, ORANGE} {SILKY, SCALY} 0 1 0.0064036 20 0.00337382 +C5 {CHOCOLATE} {SMOOTH} 0.755556 0.244444 0.00588828 135 0.0227733 +C6 {GRAY} {SMOOTH} 0.720207 0.279793 0.00585276 193 0.0325574 +C18 {PINK} {FIBROUS} 0.723881 0.276119 0.00423196 134 0.0226046 +C19 {CHOCOLATE} {FIBROUS} 0.713115 0.286885 0.00341333 122 0.0205803 +C16 {WHITE, PURPLE} {FIBROUS} 0.45 0.55 0.000358756 60 0.0101215 +C9 {WHITE, PURPLE} {SILKY, SCALY} 0.532468 0.467532 2.45231e-07 77 0.0129892 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R31 +Variables + Type Name + Categorical GillColor + Categorical GillSize + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{BROWN, PURPLE, BLACK, ...} 1572 0.265182 5 BROWN PURPLE BLACK RED ORANGE +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{PINK, YELLOW} 1149 0.193826 2 PINK YELLOW +{WHITE} 872 0.147099 1 WHITE +{CHOCOLATE} 559 0.0942982 1 CHOCOLATE +{GRAY} 517 0.0872132 1 GRAY +GillSize +Group Frequency Coverage Size Value list +{BROAD} 4121 0.695175 1 BROAD +{NARROW} 1807 0.304825 1 NARROW * + +Cell frequencies + GillSize +GillColor {BROAD} {NARROW} Total Coverage +{BROWN, PURPLE, BLACK, ...} 1344 228 1572 0.265182 +{BUFF, GREEN} 18 1241 1259 0.212382 +{PINK, YELLOW} 1029 120 1149 0.193826 +{WHITE} 719 153 872 0.147099 +{CHOCOLATE} 548 11 559 0.0942982 +{GRAY} 463 54 517 0.0872132 +Total 4121 1807 5928 +Coverage 0.695175 0.304825 + +Cells 12 +Cell Id GillColor GillSize EDIBLE POISONOUS Interest Frequency Coverage +C8 {BUFF, GREEN} {NARROW} 0 1 0.446057 1241 0.209345 +C1 {BROWN, PURPLE, BLACK, ...} {BROAD} 1 0 0.395955 1344 0.226721 +C4 {WHITE} {BROAD} 0.859527 0.140473 0.0811793 719 0.121289 +C5 {CHOCOLATE} {BROAD} 0.324818 0.675182 0.02299 548 0.0924426 +C6 {GRAY} {BROAD} 0.334773 0.665227 0.0175883 463 0.0781039 +C7 {BROWN, PURPLE, BLACK, ...} {NARROW} 0.285088 0.714912 0.0136635 228 0.0384615 +C3 {PINK, YELLOW} {BROAD} 0.628766 0.371234 0.00878569 1029 0.173583 +C2 {BUFF, GREEN} {BROAD} 0 1 0.0064698 18 0.00303644 +C11 {CHOCOLATE} {NARROW} 1 0 0.0032407 11 0.0018556 +C12 {GRAY} {NARROW} 0.314815 0.685185 0.0024921 54 0.00910931 +C9 {PINK, YELLOW} {NARROW} 0.416667 0.583333 0.0015695 120 0.0202429 +C10 {WHITE} {NARROW} 0.542484 0.457516 9.42355e-06 153 0.0258097 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R32 +Variables + Type Name + Categorical StalkColorBelowRing + Categorical StalkSurfaceAboveRing + +Variables stats +StalkColorBelowRing +Group Frequency Coverage Size Value list +{WHITE} 3303 0.557186 1 WHITE +{PINK, BUFF, CINNAMON, ...} 1662 0.280364 4 PINK BUFF CINNAMON YELLOW * +{GRAY, BROWN, ORANGE, ...} 963 0.162449 4 GRAY BROWN ORANGE RED +StalkSurfaceAboveRing +Group Frequency Coverage Size Value list +{SMOOTH} 3753 0.633097 1 SMOOTH +{SILKY} 1653 0.278846 1 SILKY +{FIBROUS, SCALY} 522 0.0880567 2 FIBROUS SCALY * + +Cell frequencies + StalkSurfaceAboveRing +StalkColorBelowRing {SMOOTH} {SILKY} {FIBROUS, SCALY} Total Coverage +{WHITE} 2418 405 480 3303 0.557186 +{PINK, BUFF, CINNAMON, ...} 709 948 5 1662 0.280364 +{GRAY, BROWN, ORANGE, ...} 626 300 37 963 0.162449 +Total 3753 1653 522 5928 +Coverage 0.633097 0.278846 0.0880567 + +Cells 9 +Cell Id StalkColorBelowRing StalkSurfaceAboveRing EDIBLE POISONOUS Interest Frequency Coverage +C5 {PINK, BUFF, CINNAMON, ...} {SILKY} 0 1 0.450755 948 0.159919 +C3 {GRAY, BROWN, ORANGE, ...} {SMOOTH} 1 0 0.243969 626 0.105601 +C6 {GRAY, BROWN, ORANGE, ...} {SILKY} 0 1 0.142644 300 0.0506073 +C1 {WHITE} {SMOOTH} 0.674524 0.325476 0.0609578 2418 0.407895 +C4 {WHITE} {SILKY} 0.241975 0.758025 0.0447756 405 0.0683198 +C7 {WHITE} {FIBROUS, SCALY} 0.78125 0.21875 0.039237 480 0.0809717 +C9 {GRAY, BROWN, ORANGE, ...} {FIBROUS, SCALY} 1 0 0.0144199 37 0.00624157 +C8 {PINK, BUFF, CINNAMON, ...} {FIBROUS, SCALY} 0 1 0.0023774 5 0.000843455 +C2 {PINK, BUFF, CINNAMON, ...} {SMOOTH} 0.565585 0.434415 0.000864161 709 0.119602 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R33 +Variables + Type Name + Categorical StalkColorAboveRing + Categorical StalkColorBelowRing + +Variables stats +StalkColorAboveRing +Group Frequency Coverage Size Value list +{WHITE, YELLOW} 3366 0.567814 2 WHITE YELLOW * +{PINK, CINNAMON} 1347 0.227227 2 PINK CINNAMON +{GRAY, ORANGE, RED} 615 0.103745 3 GRAY ORANGE RED +{BROWN, BUFF} 600 0.101215 2 BROWN BUFF +StalkColorBelowRing +Group Frequency Coverage Size Value list +{WHITE, ORANGE} 3445 0.58114 2 WHITE ORANGE +{PINK} 1312 0.221323 1 PINK +{BROWN, BUFF, CINNAMON} 697 0.117578 3 BROWN BUFF CINNAMON +{GRAY, RED} 458 0.0772605 2 GRAY RED +{YELLOW} 16 0.00269906 1 YELLOW * + +Cell frequencies + StalkColorBelowRing +StalkColorAboveRing {WHITE, ORANGE} {PINK} {BROWN, BUFF, CINNAMON} {GRAY, RED} {YELLOW} Total Coverage +{WHITE, YELLOW} 2677 446 60 167 16 3366 0.567814 +{PINK, CINNAMON} 456 534 233 124 0 1347 0.227227 +{GRAY, ORANGE, RED} 312 136 0 167 0 615 0.103745 +{BROWN, BUFF} 0 196 404 0 0 600 0.101215 +Total 3445 1312 697 458 16 5928 +Coverage 0.58114 0.221323 0.117578 0.0772605 0.00269906 + +Cells 14 +Cell Id StalkColorAboveRing StalkColorBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C12 {BROWN, BUFF} {BROWN, BUFF, CINNAMON} 0.0247525 0.975248 0.177225 404 0.0681511 +C3 {GRAY, ORANGE, RED} {WHITE, ORANGE} 1 0 0.13295 312 0.0526316 +C10 {PINK, CINNAMON} {BROWN, BUFF, CINNAMON} 0 1 0.121133 233 0.039305 +C8 {BROWN, BUFF} {PINK} 0 1 0.101897 196 0.0330634 +C13 {WHITE, YELLOW} {GRAY, RED} 1 0 0.0711626 167 0.0281714 +C15 {GRAY, ORANGE, RED} {GRAY, RED} 1 0 0.0711626 167 0.0281714 +C6 {PINK, CINNAMON} {PINK} 0.235955 0.764045 0.0673849 534 0.090081 +C1 {WHITE, YELLOW} {WHITE, ORANGE} 0.667912 0.332088 0.0668574 2677 0.451586 +C7 {GRAY, ORANGE, RED} {PINK} 1 0 0.0579527 136 0.022942 +C14 {PINK, CINNAMON} {GRAY, RED} 1 0 0.0528393 124 0.0209177 +C5 {WHITE, YELLOW} {PINK} 0.311659 0.688341 0.0306545 446 0.0752362 +C2 {PINK, CINNAMON} {WHITE, ORANGE} 0.320175 0.679825 0.0289372 456 0.0769231 +C9 {WHITE, YELLOW} {BROWN, BUFF, CINNAMON} 0.883333 0.116667 0.0115248 60 0.0101215 +C17 {WHITE, YELLOW} {YELLOW} 0 1 0.00831815 16 0.00269906 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R34 +Variables + Type Name + Categorical RingType + Categorical SporePrintColor + +Variables stats +RingType +Group Frequency Coverage Size Value list +{PENDANT, LARGE} 3675 0.619939 2 PENDANT LARGE +{EVANESCENT, FLARING, NONE} 2253 0.380061 3 EVANESCENT FLARING NONE * +SporePrintColor +Group Frequency Coverage Size Value list +{BROWN, BLACK} 2894 0.488192 2 BROWN BLACK +{WHITE, BUFF, ORANGE, ...} 1851 0.312247 5 WHITE BUFF ORANGE PURPLE YELLOW * +{CHOCOLATE, GREEN} 1183 0.199561 2 CHOCOLATE GREEN + +Cell frequencies + SporePrintColor +RingType {BROWN, BLACK} {WHITE, BUFF, ORANGE, ...} {CHOCOLATE, GREEN} Total Coverage +{PENDANT, LARGE} 2157 372 1146 3675 0.619939 +{EVANESCENT, FLARING, NONE} 737 1479 37 2253 0.380061 +Total 2894 1851 1183 5928 +Coverage 0.488192 0.312247 0.199561 + +Cells 6 +Cell Id RingType SporePrintColor EDIBLE POISONOUS Interest Frequency Coverage +C5 {PENDANT, LARGE} {CHOCOLATE, GREEN} 0 1 0.333704 1146 0.19332 +C4 {EVANESCENT, FLARING, NONE} {WHITE, BUFF, ORANGE, ...} 0.123056 0.876944 0.210993 1479 0.249494 +C1 {PENDANT, LARGE} {BROWN, BLACK} 0.855355 0.144645 0.191621 2157 0.363866 +C2 {EVANESCENT, FLARING, NONE} {BROWN, BLACK} 1 0 0.175903 737 0.124325 +C3 {PENDANT, LARGE} {WHITE, BUFF, ORANGE, ...} 0.986559 0.0134409 0.0789499 372 0.062753 +C6 {EVANESCENT, FLARING, NONE} {CHOCOLATE, GREEN} 1 0 0.00883093 37 0.00624157 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R35 +Variables + Type Name + Categorical SporePrintColor + Categorical StalkColorAboveRing + +Variables stats +SporePrintColor +Group Frequency Coverage Size Value list +{BROWN} 3034 0.511808 6 BROWN * +{WHITE} 1711 0.28863 1 WHITE +{CHOCOLATE} 1128 0.190283 1 CHOCOLATE +{GREEN} 55 0.009278 1 GREEN +StalkColorAboveRing +Group Frequency Coverage Size Value list +{WHITE} 3361 0.56697 1 WHITE +{PINK, GRAY, ORANGE, ...} 1904 0.321188 5 PINK GRAY ORANGE CINNAMON YELLOW * +{BROWN, BUFF, RED} 663 0.111842 3 BROWN BUFF RED + +Cell frequencies + StalkColorAboveRing +SporePrintColor {WHITE} {PINK, GRAY, ORANGE, ...} {BROWN, BUFF, RED} Total Coverage +{BROWN} 2086 948 0 3034 0.511808 +{WHITE} 980 658 73 1711 0.28863 +{CHOCOLATE} 240 298 590 1128 0.190283 +{GREEN} 55 0 0 55 0.009278 +Total 3361 1904 663 5928 +Coverage 0.56697 0.321188 0.111842 + +Cells 9 +Cell Id SporePrintColor StalkColorAboveRing EDIBLE POISONOUS Interest Frequency Coverage +C5 {BROWN} {PINK, GRAY, ORANGE, ...} 1 0 0.239374 948 0.159919 +C6 {WHITE} {PINK, GRAY, ORANGE, ...} 0 1 0.202705 658 0.110999 +C1 {BROWN} {WHITE} 0.850431 0.149569 0.189348 2086 0.351889 +C11 {CHOCOLATE} {BROWN, BUFF, RED} 0 1 0.181757 590 0.0995277 +C7 {CHOCOLATE} {PINK, GRAY, ORANGE, ...} 0 1 0.0918028 298 0.0502699 +C3 {CHOCOLATE} {WHITE} 0.154167 0.845833 0.0303042 240 0.0404858 +C2 {WHITE} {WHITE} 0.342857 0.657143 0.0293326 980 0.165317 +C10 {WHITE} {BROWN, BUFF, RED} 1 0 0.0184328 73 0.0123144 +C4 {GREEN} {WHITE} 0 1 0.0169435 55 0.009278 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R36 +Variables + Type Name + Categorical StalkColorAboveRing + Categorical StalkSurfaceBelowRing + +Variables stats +StalkColorAboveRing +Group Frequency Coverage Size Value list +{WHITE} 3361 0.56697 1 WHITE +{PINK, BROWN, BUFF} 1914 0.322874 3 PINK BROWN BUFF +{GRAY, ORANGE, RED, ...} 653 0.110155 5 GRAY ORANGE RED CINNAMON YELLOW * +StalkSurfaceBelowRing +Group Frequency Coverage Size Value list +{SMOOTH} 3587 0.605094 1 SMOOTH +{SILKY} 1604 0.27058 1 SILKY +{FIBROUS, SCALY} 737 0.124325 2 FIBROUS SCALY * + +Cell frequencies + StalkSurfaceBelowRing +StalkColorAboveRing {SMOOTH} {SILKY} {FIBROUS, SCALY} Total Coverage +{WHITE} 2259 413 689 3361 0.56697 +{PINK, BROWN, BUFF} 713 1191 10 1914 0.322874 +{GRAY, ORANGE, RED, ...} 615 0 38 653 0.110155 +Total 3587 1604 737 5928 +Coverage 0.605094 0.27058 0.124325 + +Cells 8 +Cell Id StalkColorAboveRing StalkSurfaceBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C5 {PINK, BROWN, BUFF} {SILKY} 0 1 0.568248 1191 0.200911 +C3 {GRAY, ORANGE, RED, ...} {SMOOTH} 1 0 0.240508 615 0.103745 +C7 {WHITE} {FIBROUS, SCALY} 0.824383 0.175617 0.0800348 689 0.116228 +C4 {WHITE} {SILKY} 0.239709 0.760291 0.0465685 413 0.0696694 +C1 {WHITE} {SMOOTH} 0.655157 0.344843 0.0422045 2259 0.381073 +C9 {GRAY, ORANGE, RED, ...} {FIBROUS, SCALY} 0 1 0.0181305 38 0.00641026 +C8 {PINK, BROWN, BUFF} {FIBROUS, SCALY} 1 0 0.0039107 10 0.00168691 +C2 {PINK, BROWN, BUFF} {SMOOTH} 0.5554 0.4446 0.000394745 713 0.120277 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R37 +Variables + Type Name + Categorical StalkColorAboveRing + Categorical StalkSurfaceAboveRing + +Variables stats +StalkColorAboveRing +Group Frequency Coverage Size Value list +{WHITE} 3361 0.56697 1 WHITE +{PINK, BROWN, BUFF, ...} 1947 0.328441 4 PINK BROWN BUFF CINNAMON +{GRAY, ORANGE, RED, ...} 620 0.104588 4 GRAY ORANGE RED YELLOW * +StalkSurfaceAboveRing +Group Frequency Coverage Size Value list +{SMOOTH} 3753 0.633097 1 SMOOTH +{SILKY} 1653 0.278846 1 SILKY +{FIBROUS, SCALY} 522 0.0880567 2 FIBROUS SCALY * + +Cell frequencies + StalkSurfaceAboveRing +StalkColorAboveRing {SMOOTH} {SILKY} {FIBROUS, SCALY} Total Coverage +{WHITE} 2426 428 507 3361 0.56697 +{PINK, BROWN, BUFF, ...} 712 1225 10 1947 0.328441 +{GRAY, ORANGE, RED, ...} 615 0 5 620 0.104588 +Total 3753 1653 522 5928 +Coverage 0.633097 0.278846 0.0880567 + +Cells 8 +Cell Id StalkColorAboveRing StalkSurfaceAboveRing EDIBLE POISONOUS Interest Frequency Coverage +C5 {PINK, BROWN, BUFF, ...} {SILKY} 0 1 0.58741 1225 0.206646 +C3 {GRAY, ORANGE, RED, ...} {SMOOTH} 1 0 0.241718 615 0.103745 +C1 {WHITE} {SMOOTH} 0.678895 0.321105 0.0656753 2426 0.409244 +C4 {WHITE} {SILKY} 0.228972 0.771028 0.0523133 428 0.0721997 +C7 {WHITE} {FIBROUS, SCALY} 0.792899 0.207101 0.0461293 507 0.0855263 +C8 {PINK, BROWN, BUFF, ...} {FIBROUS, SCALY} 1 0 0.00393037 10 0.00168691 +C9 {GRAY, ORANGE, RED, ...} {FIBROUS, SCALY} 0 1 0.00239759 5 0.000843455 +C2 {PINK, BROWN, BUFF, ...} {SMOOTH} 0.55618 0.44382 0.000426213 712 0.120108 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R38 +Variables + Type Name + Categorical Odor + Categorical Population + +Variables stats +Odor +Group Frequency Coverage Size Value list +{NONE, ALMOND, ANISE} 3251 0.548414 3 NONE ALMOND ANISE +{FOUL, SPICY, FISHY, ...} 2677 0.451586 6 FOUL SPICY FISHY PUNGENT CREOSOTE MUSTY * +Population +Group Frequency Coverage Size Value list +{SEVERAL, CLUSTERED} 3134 0.528677 2 SEVERAL CLUSTERED * +{SOLITARY, SCATTERED, ABUNDANT, ...} 2794 0.471323 4 SOLITARY SCATTERED ABUNDANT NUMEROUS + +Cell frequencies + Population +Odor {SEVERAL, CLUSTERED} {SOLITARY, SCATTERED, ABUNDANT, ...} Total Coverage +{NONE, ALMOND, ANISE} 1146 2105 3251 0.548414 +{FOUL, SPICY, FISHY, ...} 1988 689 2677 0.451586 +Total 3134 2794 5928 +Coverage 0.528677 0.471323 + +Cells 4 +Cell Id Odor Population EDIBLE POISONOUS Interest Frequency Coverage +C2 {FOUL, SPICY, FISHY, ...} {SEVERAL, CLUSTERED} 0 1 0.400235 1988 0.335358 +C3 {NONE, ALMOND, ANISE} {SOLITARY, SCATTERED, ABUNDANT, ...} 1 0 0.34736 2105 0.355094 +C4 {FOUL, SPICY, FISHY, ...} {SOLITARY, SCATTERED, ABUNDANT, ...} 0 1 0.138713 689 0.116228 +C1 {NONE, ALMOND, ANISE} {SEVERAL, CLUSTERED} 0.927574 0.0724258 0.113692 1146 0.19332 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R39 +Variables + Type Name + Categorical GillColor + Categorical SporePrintColor + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{PINK, BROWN, BLACK, ...} 2249 0.379386 4 PINK BROWN BLACK RED +{BUFF, CHOCOLATE, YELLOW, ...} 1920 0.323887 4 BUFF CHOCOLATE YELLOW ORANGE +{WHITE} 872 0.147099 1 WHITE +{GRAY, GREEN} 535 0.0902497 2 GRAY GREEN * +{PURPLE} 352 0.0593792 1 PURPLE +SporePrintColor +Group Frequency Coverage Size Value list +{BROWN, BLACK, BUFF, ...} 3000 0.506073 5 BROWN BLACK BUFF ORANGE YELLOW * +{WHITE, PURPLE} 1745 0.294366 2 WHITE PURPLE +{CHOCOLATE, GREEN} 1183 0.199561 2 CHOCOLATE GREEN + +Cell frequencies + SporePrintColor +GillColor {BROWN, BLACK, BUFF, ...} {WHITE, PURPLE} {CHOCOLATE, GREEN} Total Coverage +{PINK, BROWN, BLACK, ...} 1722 155 372 2249 0.379386 +{BUFF, CHOCOLATE, YELLOW, ...} 278 1261 381 1920 0.323887 +{WHITE} 513 264 95 872 0.147099 +{GRAY, GREEN} 144 65 326 535 0.0902497 +{PURPLE} 343 0 9 352 0.0593792 +Total 3000 1745 1183 5928 +Coverage 0.506073 0.294366 0.199561 + +Cells 14 +Cell Id GillColor SporePrintColor EDIBLE POISONOUS Interest Frequency Coverage +C7 {BUFF, CHOCOLATE, YELLOW, ...} {WHITE, PURPLE} 0 1 0.3316 1261 0.212719 +C1 {PINK, BROWN, BLACK, ...} {BROWN, BLACK, BUFF, ...} 0.88676 0.11324 0.171167 1722 0.290486 +C14 {GRAY, GREEN} {CHOCOLATE, GREEN} 0 1 0.085727 326 0.0549933 +C11 {PINK, BROWN, BLACK, ...} {CHOCOLATE, GREEN} 0.0215054 0.978495 0.084156 372 0.062753 +C12 {BUFF, CHOCOLATE, YELLOW, ...} {CHOCOLATE, GREEN} 0.0288714 0.971129 0.0825261 381 0.0642713 +C3 {WHITE} {BROWN, BLACK, BUFF, ...} 0.91423 0.08577 0.0610174 513 0.0865385 +C2 {BUFF, CHOCOLATE, YELLOW, ...} {BROWN, BLACK, BUFF, ...} 1 0 0.0599202 278 0.0468961 +C5 {PURPLE} {BROWN, BLACK, BUFF, ...} 0.895044 0.104956 0.0360124 343 0.057861 +C6 {PINK, BROWN, BLACK, ...} {WHITE, PURPLE} 1 0 0.0334087 155 0.0261471 +C8 {WHITE} {WHITE, PURPLE} 0.844697 0.155303 0.0196339 264 0.0445344 +C13 {WHITE} {CHOCOLATE, GREEN} 0.0947368 0.905263 0.0143145 95 0.0160256 +C9 {GRAY, GREEN} {WHITE, PURPLE} 1 0 0.0140101 65 0.0109649 +C4 {GRAY, GREEN} {BROWN, BLACK, BUFF, ...} 0.743056 0.256944 0.00456585 144 0.0242915 +C15 {PURPLE} {CHOCOLATE, GREEN} 1 0 0.00193986 9 0.00151822 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R40 +Variables + Type Name + Categorical StalkSurfaceAboveRing + Categorical StalkSurfaceBelowRing + +Variables stats +StalkSurfaceAboveRing +Group Frequency Coverage Size Value list +{SMOOTH, FIBROUS} 4260 0.718623 2 SMOOTH FIBROUS +{SILKY} 1653 0.278846 1 SILKY +{SCALY} 15 0.00253036 1 SCALY * +StalkSurfaceBelowRing +Group Frequency Coverage Size Value list +{SMOOTH} 4131 0.696862 2 SMOOTH * +{SILKY} 1604 0.27058 1 SILKY +{SCALY} 193 0.0325574 1 SCALY + +Cell frequencies + StalkSurfaceBelowRing +StalkSurfaceAboveRing {SMOOTH} {SILKY} {SCALY} Total Coverage +{SMOOTH, FIBROUS} 3777 356 127 4260 0.718623 +{SILKY} 354 1248 51 1653 0.278846 +{SCALY} 0 0 15 15 0.00253036 +Total 4131 1604 193 5928 +Coverage 0.696862 0.27058 0.0325574 + +Cells 7 +Cell Id StalkSurfaceAboveRing StalkSurfaceBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C5 {SILKY} {SILKY} 0.0392628 0.960737 0.485658 1248 0.210526 +C1 {SMOOTH, FIBROUS} {SMOOTH} 0.763304 0.236696 0.277341 3777 0.637146 +C2 {SILKY} {SMOOTH} 0.138418 0.861582 0.079689 354 0.0597166 +C4 {SMOOTH, FIBROUS} {SILKY} 0.140449 0.859551 0.0792108 356 0.060054 +C7 {SMOOTH, FIBROUS} {SCALY} 1 0 0.0521816 127 0.0214238 +C8 {SILKY} {SCALY} 0 1 0.0255656 51 0.00860324 +C9 {SCALY} {SCALY} 0.666667 0.333333 0.000354384 15 0.00253036 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R41 +Variables + Type Name + Categorical Odor + Categorical StalkColorBelowRing + +Variables stats +Odor +Group Frequency Coverage Size Value list +{NONE} 2686 0.453104 1 NONE +{FOUL, SPICY, FISHY, ...} 2677 0.451586 6 FOUL SPICY FISHY PUNGENT CREOSOTE MUSTY * +{ALMOND, ANISE} 565 0.0953104 2 ALMOND ANISE +StalkColorBelowRing +Group Frequency Coverage Size Value list +{WHITE, BROWN, BUFF, ...} 4000 0.674764 4 WHITE BROWN BUFF CINNAMON +{PINK, GRAY, ORANGE, ...} 1912 0.322537 4 PINK GRAY ORANGE RED +{YELLOW} 16 0.00269906 1 YELLOW * + +Cell frequencies + StalkColorBelowRing +Odor {WHITE, BROWN, BUFF, ...} {PINK, GRAY, ORANGE, ...} {YELLOW} Total Coverage +{NONE} 1669 1001 16 2686 0.453104 +{FOUL, SPICY, FISHY, ...} 1766 911 0 2677 0.451586 +{ALMOND, ANISE} 565 0 0 565 0.0953104 +Total 4000 1912 16 5928 +Coverage 0.674764 0.322537 0.00269906 + +Cells 6 +Cell Id Odor StalkColorBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C2 {FOUL, SPICY, FISHY, ...} {WHITE, BROWN, BUFF, ...} 0 1 0.35398 1766 0.297908 +C1 {NONE} {WHITE, BROWN, BUFF, ...} 0.959856 0.0401438 0.20293 1669 0.281545 +C5 {FOUL, SPICY, FISHY, ...} {PINK, GRAY, ORANGE, ...} 0 1 0.182602 911 0.153677 +C4 {NONE} {PINK, GRAY, ORANGE, ...} 1 0 0.164456 1001 0.16886 +C3 {ALMOND, ANISE} {WHITE, BROWN, BUFF, ...} 1 0 0.0928248 565 0.0953104 +C7 {NONE} {YELLOW} 0 1 0.00320706 16 0.00269906 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R42 +Variables + Type Name + Categorical GillSize + Categorical Odor + +Variables stats +GillSize +Group Frequency Coverage Size Value list +{BROAD} 4121 0.695175 1 BROAD +{NARROW} 1807 0.304825 1 NARROW * +Odor +Group Frequency Coverage Size Value list +{NONE} 2686 0.453104 1 NONE +{FOUL, SPICY, FISHY, ...} 2677 0.451586 6 FOUL SPICY FISHY PUNGENT CREOSOTE MUSTY * +{ALMOND, ANISE} 565 0.0953104 2 ALMOND ANISE + +Cell frequencies + Odor +GillSize {NONE} {FOUL, SPICY, FISHY, ...} {ALMOND, ANISE} Total Coverage +{BROAD} 2500 1124 497 4121 0.695175 +{NARROW} 186 1553 68 1807 0.304825 +Total 2686 2677 565 5928 +Coverage 0.453104 0.451586 0.0953104 + +Cells 6 +Cell Id GillSize Odor EDIBLE POISONOUS Interest Frequency Coverage +C1 {BROAD} {NONE} 0.978 0.022 0.349095 2500 0.421727 +C4 {NARROW} {FOUL, SPICY, FISHY, ...} 0 1 0.316433 1553 0.261977 +C3 {BROAD} {FOUL, SPICY, FISHY, ...} 0 1 0.229022 1124 0.189609 +C5 {BROAD} {ALMOND, ANISE} 1 0 0.0830033 497 0.0838394 +C6 {NARROW} {ALMOND, ANISE} 1 0 0.0113566 68 0.011471 +C2 {NARROW} {NONE} 0.849462 0.150538 0.0110902 186 0.0313765 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R43 +Variables + Type Name + Categorical SporePrintColor + Categorical StalkSurfaceBelowRing + +Variables stats +SporePrintColor +Group Frequency Coverage Size Value list +{BROWN, BLACK} 2894 0.488192 2 BROWN BLACK +{WHITE} 1711 0.28863 1 WHITE +{CHOCOLATE, GREEN} 1183 0.199561 2 CHOCOLATE GREEN +{BUFF, ORANGE, PURPLE, ...} 140 0.0236167 4 BUFF ORANGE PURPLE YELLOW * +StalkSurfaceBelowRing +Group Frequency Coverage Size Value list +{SMOOTH} 3587 0.605094 1 SMOOTH +{SILKY, SCALY} 1797 0.303138 2 SILKY SCALY * +{FIBROUS} 544 0.0917679 1 FIBROUS + +Cell frequencies + StalkSurfaceBelowRing +SporePrintColor {SMOOTH} {SILKY, SCALY} {FIBROUS} Total Coverage +{BROWN, BLACK} 2389 127 378 2894 0.488192 +{WHITE} 903 782 26 1711 0.28863 +{CHOCOLATE, GREEN} 155 888 140 1183 0.199561 +{BUFF, ORANGE, PURPLE, ...} 140 0 0 140 0.0236167 +Total 3587 1797 544 5928 +Coverage 0.605094 0.303138 0.0917679 + +Cells 10 +Cell Id SporePrintColor StalkSurfaceBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C7 {CHOCOLATE, GREEN} {SILKY, SCALY} 0 1 0.306022 888 0.149798 +C1 {BROWN, BLACK} {SMOOTH} 0.869401 0.130599 0.276855 2389 0.403003 +C6 {WHITE} {SILKY, SCALY} 0.139386 0.860614 0.12035 782 0.131916 +C9 {BROWN, BLACK} {FIBROUS} 1 0 0.106773 378 0.0637652 +C3 {CHOCOLATE, GREEN} {SMOOTH} 0 1 0.053416 155 0.0261471 +C2 {WHITE} {SMOOTH} 0.303433 0.696567 0.0443211 903 0.152328 +C4 {BUFF, ORANGE, PURPLE, ...} {SMOOTH} 1 0 0.0395454 140 0.0236167 +C5 {BROWN, BLACK} {SILKY, SCALY} 1 0 0.0358733 127 0.0214238 +C11 {CHOCOLATE, GREEN} {FIBROUS} 0.264286 0.735714 0.00950013 140 0.0236167 +C10 {WHITE} {FIBROUS} 1 0 0.00734415 26 0.00438596 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R44 +Variables + Type Name + Categorical Odor + Categorical StalkColorAboveRing + +Variables stats +Odor +Group Frequency Coverage Size Value list +{NONE} 2686 0.453104 1 NONE +{FOUL, SPICY, FISHY, ...} 2677 0.451586 6 FOUL SPICY FISHY PUNGENT CREOSOTE MUSTY * +{ALMOND, ANISE} 565 0.0953104 2 ALMOND ANISE +StalkColorAboveRing +Group Frequency Coverage Size Value list +{WHITE} 3361 0.56697 1 WHITE +{PINK, GRAY, BROWN, ...} 2562 0.432186 7 PINK GRAY BROWN BUFF ORANGE RED CINNAMON +{YELLOW} 5 0.000843455 1 YELLOW * + +Cell frequencies + StalkColorAboveRing +Odor {WHITE} {PINK, GRAY, BROWN, ...} {YELLOW} Total Coverage +{NONE} 1660 1021 5 2686 0.453104 +{FOUL, SPICY, FISHY, ...} 1136 1541 0 2677 0.451586 +{ALMOND, ANISE} 565 0 0 565 0.0953104 +Total 3361 2562 5 5928 +Coverage 0.56697 0.432186 0.000843455 + +Cells 6 +Cell Id Odor StalkColorAboveRing EDIBLE POISONOUS Interest Frequency Coverage +C5 {FOUL, SPICY, FISHY, ...} {PINK, GRAY, BROWN, ...} 0 1 0.311625 1541 0.259953 +C2 {FOUL, SPICY, FISHY, ...} {WHITE} 0 1 0.229725 1136 0.191633 +C1 {NONE} {WHITE} 0.953012 0.046988 0.194757 1660 0.280027 +C4 {NONE} {PINK, GRAY, BROWN, ...} 1 0 0.169232 1021 0.172233 +C3 {ALMOND, ANISE} {WHITE} 1 0 0.0936497 565 0.0953104 +C7 {NONE} {YELLOW} 0 1 0.00101111 5 0.000843455 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R45 +Variables + Type Name + Categorical SporePrintColor + Categorical StalkSurfaceAboveRing + +Variables stats +SporePrintColor +Group Frequency Coverage Size Value list +{BROWN, BLACK} 2894 0.488192 2 BROWN BLACK +{WHITE} 1711 0.28863 1 WHITE +{CHOCOLATE} 1128 0.190283 1 CHOCOLATE +{BUFF, ORANGE, PURPLE, ...} 140 0.0236167 4 BUFF ORANGE PURPLE YELLOW * +{GREEN} 55 0.009278 1 GREEN +StalkSurfaceAboveRing +Group Frequency Coverage Size Value list +{SMOOTH} 3753 0.633097 1 SMOOTH +{SILKY} 1653 0.278846 1 SILKY +{FIBROUS} 507 0.0855263 1 FIBROUS +{SCALY} 15 0.00253036 1 SCALY * + +Cell frequencies + StalkSurfaceAboveRing +SporePrintColor {SMOOTH} {SILKY} {FIBROUS} {SCALY} Total Coverage +{BROWN, BLACK} 2519 0 375 0 2894 0.488192 +{WHITE} 904 765 27 15 1711 0.28863 +{CHOCOLATE} 135 888 105 0 1128 0.190283 +{BUFF, ORANGE, PURPLE, ...} 140 0 0 0 140 0.0236167 +{GREEN} 55 0 0 0 55 0.009278 +Total 3753 1653 507 15 5928 +Coverage 0.633097 0.278846 0.0855263 0.00253036 + +Cells 11 +Cell Id SporePrintColor StalkSurfaceAboveRing EDIBLE POISONOUS Interest Frequency Coverage +C8 {CHOCOLATE} {SILKY} 0 1 0.306441 888 0.149798 +C1 {BROWN, BLACK} {SMOOTH} 0.876141 0.123859 0.306023 2519 0.424933 +C7 {WHITE} {SILKY} 0.128105 0.871895 0.125712 765 0.129049 +C11 {BROWN, BLACK} {FIBROUS} 1 0 0.10607 375 0.0632591 +C2 {WHITE} {SMOOTH} 0.303097 0.696903 0.0445637 904 0.152497 +C4 {BUFF, ORANGE, PURPLE, ...} {SMOOTH} 1 0 0.0395995 140 0.0236167 +C13 {CHOCOLATE} {FIBROUS} 0 1 0.0362346 105 0.0177126 +C5 {GREEN} {SMOOTH} 0 1 0.01898 55 0.009278 +C3 {CHOCOLATE} {SMOOTH} 0.274074 0.725926 0.00849532 135 0.0227733 +C12 {WHITE} {FIBROUS} 1 0 0.00763705 27 0.00455466 +C17 {WHITE} {SCALY} 0.666667 0.333333 0.000243962 15 0.00253036 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R46 +Variables + Type Name + Categorical Odor + Categorical StalkSurfaceBelowRing + +Variables stats +Odor +Group Frequency Coverage Size Value list +{NONE} 2686 0.453104 1 NONE +{FOUL, SPICY, FISHY, ...} 2677 0.451586 6 FOUL SPICY FISHY PUNGENT CREOSOTE MUSTY * +{ALMOND, ANISE} 565 0.0953104 2 ALMOND ANISE +StalkSurfaceBelowRing +Group Frequency Coverage Size Value list +{SMOOTH} 3587 0.605094 1 SMOOTH +{SILKY, FIBROUS} 2148 0.362348 2 SILKY FIBROUS +{SCALY} 193 0.0325574 1 SCALY * + +Cell frequencies + StalkSurfaceBelowRing +Odor {SMOOTH} {SILKY, FIBROUS} {SCALY} Total Coverage +{NONE} 2113 540 33 2686 0.453104 +{FOUL, SPICY, FISHY, ...} 1036 1608 33 2677 0.451586 +{ALMOND, ANISE} 438 0 127 565 0.0953104 +Total 3587 2148 193 5928 +Coverage 0.605094 0.362348 0.0325574 + +Cells 8 +Cell Id Odor StalkSurfaceBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C5 {FOUL, SPICY, FISHY, ...} {SILKY, FIBROUS} 0 1 0.323328 1608 0.271255 +C1 {NONE} {SMOOTH} 0.971604 0.0283956 0.278658 2113 0.356444 +C2 {FOUL, SPICY, FISHY, ...} {SMOOTH} 0 1 0.208313 1036 0.174764 +C4 {NONE} {SILKY, FIBROUS} 1 0 0.0889979 540 0.0910931 +C3 {ALMOND, ANISE} {SMOOTH} 1 0 0.0721872 438 0.0738866 +C9 {ALMOND, ANISE} {SCALY} 1 0 0.020931 127 0.0214238 +C8 {FOUL, SPICY, FISHY, ...} {SCALY} 0 1 0.00663547 33 0.0055668 +C7 {NONE} {SCALY} 0.30303 0.69697 0.000948439 33 0.0055668 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R47 +Variables + Type Name + Categorical Odor + Categorical StalkSurfaceAboveRing + +Variables stats +Odor +Group Frequency Coverage Size Value list +{NONE} 2686 0.453104 1 NONE +{FOUL, SPICY, FISHY, ...} 2677 0.451586 6 FOUL SPICY FISHY PUNGENT CREOSOTE MUSTY * +{ALMOND, ANISE} 565 0.0953104 2 ALMOND ANISE +StalkSurfaceAboveRing +Group Frequency Coverage Size Value list +{SMOOTH, FIBROUS} 4260 0.718623 2 SMOOTH FIBROUS +{SILKY, SCALY} 1668 0.281377 2 SILKY SCALY * + +Cell frequencies + StalkSurfaceAboveRing +Odor {SMOOTH, FIBROUS} {SILKY, SCALY} Total Coverage +{NONE} 2555 131 2686 0.453104 +{FOUL, SPICY, FISHY, ...} 1140 1537 2677 0.451586 +{ALMOND, ANISE} 565 0 565 0.0953104 +Total 4260 1668 5928 +Coverage 0.718623 0.281377 + +Cells 5 +Cell Id Odor StalkSurfaceAboveRing EDIBLE POISONOUS Interest Frequency Coverage +C1 {NONE} {SMOOTH, FIBROUS} 0.976517 0.0234834 0.353316 2555 0.431005 +C5 {FOUL, SPICY, FISHY, ...} {SILKY, SCALY} 0 1 0.313352 1537 0.259278 +C2 {FOUL, SPICY, FISHY, ...} {SMOOTH, FIBROUS} 0 1 0.232414 1140 0.192308 +C3 {ALMOND, ANISE} {SMOOTH, FIBROUS} 1 0 0.0944137 565 0.0953104 +C4 {NONE} {SILKY, SCALY} 0.824427 0.175573 0.00650442 131 0.0220985 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R49 +Variables + Type Name + Categorical GillColor + Categorical Odor + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{BUFF, PINK, BROWN, ...} 4452 0.751012 8 BUFF PINK BROWN CHOCOLATE PURPLE BLACK RED ORANGE +{WHITE, GRAY, YELLOW} 1458 0.245951 3 WHITE GRAY YELLOW +{GREEN} 18 0.00303644 1 GREEN * +Odor +Group Frequency Coverage Size Value list +{NONE} 2686 0.453104 1 NONE +{FOUL, SPICY, FISHY, ...} 2677 0.451586 6 FOUL SPICY FISHY PUNGENT CREOSOTE MUSTY * +{ALMOND, ANISE} 565 0.0953104 2 ALMOND ANISE + +Cell frequencies + Odor +GillColor {NONE} {FOUL, SPICY, FISHY, ...} {ALMOND, ANISE} Total Coverage +{BUFF, PINK, BROWN, ...} 1934 2206 312 4452 0.751012 +{WHITE, GRAY, YELLOW} 734 471 253 1458 0.245951 +{GREEN} 18 0 0 18 0.00303644 +Total 2686 2677 565 5928 +Coverage 0.453104 0.451586 0.0953104 + +Cells 7 +Cell Id GillColor Odor EDIBLE POISONOUS Interest Frequency Coverage +C4 {BUFF, PINK, BROWN, ...} {FOUL, SPICY, FISHY, ...} 0 1 0.435161 2206 0.372132 +C1 {BUFF, PINK, BROWN, ...} {NONE} 1 0 0.312701 1934 0.326248 +C5 {WHITE, GRAY, YELLOW} {FOUL, SPICY, FISHY, ...} 0 1 0.0929107 471 0.0794534 +C2 {WHITE, GRAY, YELLOW} {NONE} 0.911444 0.0885559 0.0643237 734 0.123819 +C7 {BUFF, PINK, BROWN, ...} {ALMOND, ANISE} 1 0 0.0504461 312 0.0526316 +C8 {WHITE, GRAY, YELLOW} {ALMOND, ANISE} 1 0 0.0409066 253 0.0426788 +C3 {GREEN} {NONE} 0 1 0.00355073 18 0.00303644 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R50 +Variables + Type Name + Categorical Odor + Categorical SporePrintColor + +Variables stats +Odor +Group Frequency Coverage Size Value list +{NONE, ALMOND, ANISE} 3251 0.548414 3 NONE ALMOND ANISE +{FOUL, SPICY, FISHY, ...} 2677 0.451586 6 FOUL SPICY FISHY PUNGENT CREOSOTE MUSTY * +SporePrintColor +Group Frequency Coverage Size Value list +{BROWN, BLACK, CHOCOLATE, ...} 4162 0.702092 7 BROWN BLACK CHOCOLATE BUFF ORANGE PURPLE YELLOW * +{WHITE} 1711 0.28863 1 WHITE +{GREEN} 55 0.009278 1 GREEN + +Cell frequencies + SporePrintColor +Odor {BROWN, BLACK, CHOCOLATE, ...} {WHITE} {GREEN} Total Coverage +{NONE, ALMOND, ANISE} 2759 437 55 3251 0.548414 +{FOUL, SPICY, FISHY, ...} 1403 1274 0 2677 0.451586 +Total 4162 1711 55 5928 +Coverage 0.702092 0.28863 0.009278 + +Cells 5 +Cell Id Odor SporePrintColor EDIBLE POISONOUS Interest Frequency Coverage +C1 {NONE, ALMOND, ANISE} {BROWN, BLACK, CHOCOLATE, ...} 1 0 0.433173 2759 0.465418 +C2 {FOUL, SPICY, FISHY, ...} {BROWN, BLACK, CHOCOLATE, ...} 0 1 0.268744 1403 0.236673 +C4 {FOUL, SPICY, FISHY, ...} {WHITE} 0 1 0.244034 1274 0.214912 +C3 {NONE, ALMOND, ANISE} {WHITE} 0.935927 0.0640732 0.0435137 437 0.0737179 +C5 {NONE, ALMOND, ANISE} {GREEN} 0 1 0.0105352 55 0.009278 + Total 0.534413 0.465587 1 5928 1 diff --git a/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/Var1All_PreparationReport.xls b/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/Var1All_PreparationReport.xls new file mode 100644 index 000000000..d1a5ccb50 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/Var1All_PreparationReport.xls @@ -0,0 +1,633 @@ +#Khiops 10.1.5 +Descriptive statistics + + +Problem description +Short description + +Dictionary Mushroom +Variables + Categorical 23 + Total 23 + +Database ../../../datasets/Mushroom/Mushroom.txt +Sample percentage 70 +Sampling mode Include sample +Selection variable +Selection value +Instances 5928 + +Learning task Classification analysis + +Target variable Categorical Class + +Target variable stats +Value Frequency Coverage +EDIBLE 3168 0.534413 +POISONOUS 2760 0.465587 + +Evaluated variables 22 +Informative variables 21 + +Max number of constructed variables 0 +Max number of trees 0 +Max number of variable pairs 50 +Discretization MODL +Value grouping MODL + +Null model + Constr. cost 0.693147 + Prep. cost 8.68761 + Data cost 4090.36 + + +Categorical variables statistics + +Rank Name Level Groups Values Mode Mode coverage Constr. cost Prep. cost Data cost +R01 Odor 0.900798 3 9 NONE 0.453104 3.82864 35.694 367.179 +R02 SporePrintColor 0.47984 4 9 WHITE 0.28863 3.82864 43.8179 2084.87 +R03 GillColor 0.402066 6 12 BUFF 0.209345 3.82864 63.2207 2384.32 +R04 StalkSurfaceAboveRing 0.285867 3 4 SMOOTH 0.633097 3.82864 28.5617 2895.37 +R05 RingType 0.283664 4 5 PENDANT 0.470142 3.82864 36.5603 2896.4 +R06 StalkSurfaceBelowRing 0.272744 3 4 SMOOTH 0.605094 3.82864 28.6051 2949.13 +R07 StalkColorAboveRing 0.245938 5 9 WHITE 0.56697 3.82864 50.6463 3036.98 +R08 GillSize 0.228924 2 2 BROAD 0.695175 3.82864 17.2546 3140.12 +R09 StalkColorBelowRing 0.223656 5 9 WHITE 0.557186 3.82864 50.8241 3128.16 +R10 Population 0.20956 5 6 SEVERAL 0.487517 3.82864 45.3128 3191.45 +R11 Bruise 0.158096 2 2 NO 0.601889 3.82864 17.3774 3430.38 +R12 Habitat 0.155388 6 7 WOODS 0.375169 3.82864 52.3352 3406.52 +R13 StalkRoot 0.143978 5 5 BULBOUS 0.446862 3.82864 42.5668 3463.07 +R14 GillSpacing 0.125243 2 2 CLOSE 0.808704 3.82864 16.9402 3565.51 +R15 CapShape 0.0418307 3 6 CONVEX 0.456309 3.82864 31.4583 3892.96 +R16 CapColor 0.0368621 5 10 BROWN 0.273954 3.82864 51.3578 3893.43 +R17 RingNumber 0.0288836 3 3 ONE 0.925101 3.82864 23.682 3953.81 +R18 CapSurface 0.0287294 2 4 SCALY 0.384953 3.82864 19.8392 3958.29 +R19 VeilColor 0.0186198 3 4 WHITE 0.975202 3.82864 23.3998 3996.17 +R20 GillAttachment 0.0109149 2 2 FREE 0.973516 3.82864 15.1539 4036.01 +R21 StalkShape 0.00748534 2 2 TAPERING 0.583502 3.82864 17.3915 4047.83 +R22 VeilType 0 1 1 PARTIAL 1 0.693147 8.68761 4090.36 + + +-------------------------------------------------------------------------------- + +Variables detailed statistics + + +Rank R01 +Variable Categorical Odor + +Variable stats +Group Size Value list +{NONE} 1 NONE +{FOUL, SPICY, FISHY, ...} 6 FOUL SPICY FISHY PUNGENT CREOSOTE MUSTY * +{ALMOND, ANISE} 2 ALMOND ANISE + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{FOUL, SPICY, FISHY, ...} 0 1 0.549437 2677 0.451586 +{NONE} 0.969099 0.030901 0.355515 2686 0.453104 +{ALMOND, ANISE} 1 0 0.0950487 565 0.0953104 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +NONE 2686 0.453104 +FOUL 1499 0.252868 +SPICY 419 0.0706815 +FISHY 414 0.0698381 +ALMOND 294 0.0495951 +ANISE 271 0.0457152 +PUNGENT 174 0.0293522 +CREOSOTE 138 0.0232794 +MUSTY 33 0.0055668 + +---------------------------------------------- +Rank R02 +Variable Categorical SporePrintColor + +Variable stats +Group Size Value list +{BROWN, BLACK} 2 BROWN BLACK +{WHITE} 1 WHITE +{CHOCOLATE, GREEN} 2 CHOCOLATE GREEN +{BUFF, ORANGE, PURPLE, ...} 4 BUFF ORANGE PURPLE YELLOW * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{BROWN, BLACK} 0.892191 0.107809 0.433474 2894 0.488192 +{CHOCOLATE, GREEN} 0.0312764 0.968724 0.367351 1183 0.199561 +{WHITE} 0.239041 0.760959 0.155311 1711 0.28863 +{BUFF, ORANGE, PURPLE, ...} 1 0 0.0438651 140 0.0236167 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +WHITE 1711 0.28863 +BROWN 1480 0.249663 +BLACK 1414 0.238529 +CHOCOLATE 1128 0.190283 +GREEN 55 0.009278 +BUFF 38 0.00641026 +ORANGE 37 0.00624157 +PURPLE 34 0.00573549 +YELLOW 31 0.00522942 + +---------------------------------------------- +Rank R03 +Variable Categorical GillColor + +Variable stats +Group Size Value list +{BROWN, PURPLE, BLACK} 3 BROWN PURPLE BLACK +{BUFF, GREEN} 2 BUFF GREEN * +{PINK} 1 PINK +{CHOCOLATE, GRAY} 2 CHOCOLATE GRAY +{WHITE, YELLOW} 2 WHITE YELLOW +{RED, ORANGE} 2 RED ORANGE + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{BUFF, GREEN} 0 1 0.567346 1259 0.212382 +{BROWN, PURPLE, BLACK} 0.888049 0.111951 0.250144 1456 0.245614 +{WHITE, YELLOW} 0.797024 0.202976 0.0832445 941 0.158738 +{CHOCOLATE, GRAY} 0.335502 0.664498 0.0508656 1076 0.181511 +{RED, ORANGE} 1 0 0.0428459 116 0.0195682 +{PINK} 0.6 0.4 0.0055532 1080 0.182186 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +BUFF 1241 0.209345 +PINK 1080 0.182186 +WHITE 872 0.147099 +BROWN 758 0.127868 +CHOCOLATE 559 0.0942982 +GRAY 517 0.0872132 +PURPLE 352 0.0593792 +BLACK 346 0.0583671 +YELLOW 69 0.0116397 +RED 65 0.0109649 +ORANGE 51 0.00860324 +GREEN 18 0.00303644 + +---------------------------------------------- +Rank R04 +Variable Categorical StalkSurfaceAboveRing + +Variable stats +Group Size Value list +{SMOOTH, SCALY} 2 SMOOTH SCALY * +{SILKY} 1 SILKY +{FIBROUS} 1 FIBROUS + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{SILKY} 0.0592861 0.940714 0.738617 1653 0.278846 +{SMOOTH, SCALY} 0.708068 0.291932 0.199532 3768 0.635628 +{FIBROUS} 0.792899 0.207101 0.0618507 507 0.0855263 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +SMOOTH 3753 0.633097 +SILKY 1653 0.278846 +FIBROUS 507 0.0855263 +SCALY 15 0.00253036 + +---------------------------------------------- +Rank R05 +Variable Categorical RingType + +Variable stats +Group Size Value list +{PENDANT} 1 PENDANT +{EVANESCENT} 1 EVANESCENT +{LARGE, NONE} 2 LARGE NONE * +{FLARING} 1 FLARING + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{LARGE, NONE} 0 1 0.591409 921 0.155364 +{PENDANT} 0.793685 0.206315 0.34179 2787 0.470142 +{EVANESCENT} 0.42098 0.57902 0.0473267 2183 0.368252 +{FLARING} 1 0 0.0194742 37 0.00624157 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +PENDANT 2787 0.470142 +EVANESCENT 2183 0.368252 +LARGE 888 0.149798 +FLARING 37 0.00624157 +NONE 33 0.0055668 + +---------------------------------------------- +Rank R06 +Variable Categorical StalkSurfaceBelowRing + +Variable stats +Group Size Value list +{SMOOTH, SCALY} 2 SMOOTH SCALY * +{SILKY} 1 SILKY +{FIBROUS} 1 FIBROUS + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{SILKY} 0.0617207 0.938279 0.740765 1604 0.27058 +{SMOOTH, SCALY} 0.695238 0.304762 0.179003 3780 0.637652 +{FIBROUS} 0.810662 0.189338 0.0802322 544 0.0917679 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +SMOOTH 3587 0.605094 +SILKY 1604 0.27058 +FIBROUS 544 0.0917679 +SCALY 193 0.0325574 + +---------------------------------------------- +Rank R07 +Variable Categorical StalkColorAboveRing + +Variable stats +Group Size Value list +{WHITE} 1 WHITE +{PINK} 1 PINK +{GRAY, ORANGE, RED} 3 GRAY ORANGE RED +{BUFF, CINNAMON, YELLOW} 3 BUFF CINNAMON YELLOW * +{BROWN} 1 BROWN + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{GRAY, ORANGE, RED} 1 0 0.367734 615 0.103745 +{BUFF, CINNAMON, YELLOW} 0 1 0.234902 322 0.0543185 +{BROWN} 0.0316456 0.968354 0.186866 316 0.0533063 +{PINK} 0.30137 0.69863 0.139043 1314 0.22166 +{WHITE} 0.638798 0.361202 0.0714553 3361 0.56697 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +WHITE 3361 0.56697 +PINK 1314 0.22166 +GRAY 410 0.0691633 +BROWN 316 0.0533063 +BUFF 284 0.0479082 +ORANGE 142 0.0239541 +RED 63 0.0106275 +CINNAMON 33 0.0055668 +YELLOW 5 0.000843455 + +---------------------------------------------- +Rank R08 +Variable Categorical GillSize + +Variable stats +Group Size Value list +{BROAD} 1 BROAD +{NARROW} 1 NARROW * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{NARROW} 0.125069 0.874931 0.706633 1807 0.304825 +{BROAD} 0.713904 0.286096 0.293367 4121 0.695175 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +BROAD 4121 0.695175 +NARROW 1807 0.304825 + +---------------------------------------------- +Rank R09 +Variable Categorical StalkColorBelowRing + +Variable stats +Group Size Value list +{WHITE} 1 WHITE +{PINK} 1 PINK +{GRAY, ORANGE, RED} 3 GRAY ORANGE RED +{BROWN} 1 BROWN +{BUFF, CINNAMON, YELLOW} 3 BUFF CINNAMON YELLOW * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{GRAY, ORANGE, RED} 1 0 0.393296 600 0.101215 +{BUFF, CINNAMON, YELLOW} 0 1 0.279903 350 0.0590418 +{PINK} 0.30564 0.69436 0.146517 1312 0.221323 +{BROWN} 0.173554 0.826446 0.105969 363 0.0612348 +{WHITE} 0.636997 0.363003 0.0743147 3303 0.557186 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +WHITE 3303 0.557186 +PINK 1312 0.221323 +GRAY 394 0.0664642 +BROWN 363 0.0612348 +BUFF 301 0.050776 +ORANGE 142 0.0239541 +RED 64 0.0107962 +CINNAMON 33 0.0055668 +YELLOW 16 0.00269906 + +---------------------------------------------- +Rank R10 +Variable Categorical Population + +Variable stats +Group Size Value list +{SEVERAL} 1 SEVERAL +{SOLITARY} 1 SOLITARY +{SCATTERED} 1 SCATTERED +{ABUNDANT, NUMEROUS} 2 ABUNDANT NUMEROUS +{CLUSTERED} 1 CLUSTERED * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{ABUNDANT, NUMEROUS} 1 0 0.457936 650 0.109649 +{SEVERAL} 0.29827 0.70173 0.370249 2890 0.487517 +{SCATTERED} 0.740166 0.259834 0.0972382 966 0.162955 +{CLUSTERED} 0.82377 0.17623 0.0508243 244 0.0411606 +{SOLITARY} 0.628183 0.371817 0.0237528 1178 0.198718 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +SEVERAL 2890 0.487517 +SOLITARY 1178 0.198718 +SCATTERED 966 0.162955 +ABUNDANT 366 0.0617409 +NUMEROUS 284 0.0479082 +CLUSTERED 244 0.0411606 + +---------------------------------------------- +Rank R11 +Variable Categorical Bruise + +Variable stats +Group Size Value list +{NO} 1 NO +{BRUISES} 1 BRUISES * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{BRUISES} 0.814831 0.185169 0.621883 2360 0.398111 +{NO} 0.348935 0.651065 0.378117 3568 0.601889 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +NO 3568 0.601889 +BRUISES 2360 0.398111 + +---------------------------------------------- +Rank R12 +Variable Categorical Habitat + +Variable stats +Group Size Value list +{WOODS} 1 WOODS +{GRASSES} 1 GRASSES +{LEAVES, URBAN} 2 LEAVES URBAN +{PATHS} 1 PATHS +{MEADOWS} 1 MEADOWS +{WASTE} 1 WASTE * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{PATHS} 0.108886 0.891114 0.482303 799 0.134784 +{LEAVES, URBAN} 0.301606 0.698394 0.143722 872 0.147099 +{GRASSES} 0.69715 0.30285 0.138157 1684 0.284076 +{WASTE} 1 0 0.120394 129 0.0217611 +{MEADOWS} 0.881818 0.118182 0.0916189 220 0.037112 +{WOODS} 0.593975 0.406025 0.0238039 2224 0.375169 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +WOODS 2224 0.375169 +GRASSES 1684 0.284076 +PATHS 799 0.134784 +LEAVES 621 0.104757 +URBAN 251 0.0423414 +MEADOWS 220 0.037112 +WASTE 129 0.0217611 + +---------------------------------------------- +Rank R13 +Variable Categorical StalkRoot + +Variable stats +Group Size Value list +{BULBOUS} 1 BULBOUS +{?} 1 ? +{EQUAL} 1 EQUAL +{CLUB} 1 CLUB +{ROOTED} 1 ROOTED * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{?} 0.286686 0.713314 0.359363 1765 0.29774 +{EQUAL} 0.822268 0.177732 0.290265 979 0.165148 +{CLUB} 0.906863 0.0931373 0.217754 408 0.0688259 +{ROOTED} 1 0 0.12882 127 0.0214238 +{BULBOUS} 0.513401 0.486599 0.00379824 2649 0.446862 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +BULBOUS 2649 0.446862 +? 1765 0.29774 +EQUAL 979 0.165148 +CLUB 408 0.0688259 +ROOTED 127 0.0214238 + +---------------------------------------------- +Rank R14 +Variable Categorical GillSpacing + +Variable stats +Group Size Value list +{CLOSE} 1 CLOSE +{CROWDED} 1 CROWDED * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{CROWDED} 0.931217 0.0687831 0.837822 1134 0.191296 +{CLOSE} 0.440551 0.559449 0.162178 4794 0.808704 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +CLOSE 4794 0.808704 +CROWDED 1134 0.191296 + +---------------------------------------------- +Rank R15 +Variable Categorical CapShape + +Variable stats +Group Size Value list +{CONVEX, FLAT} 2 CONVEX FLAT +{KNOBBED, CONICAL} 2 KNOBBED CONICAL * +{BELL, SUNKEN} 2 BELL SUNKEN + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{BELL, SUNKEN} 0.89881 0.10119 0.548736 336 0.0566802 +{KNOBBED, CONICAL} 0.268251 0.731749 0.448791 589 0.099359 +{CONVEX, FLAT} 0.541275 0.458725 0.0024731 5003 0.843961 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +CONVEX 2705 0.456309 +FLAT 2298 0.387652 +KNOBBED 587 0.0990216 +BELL 319 0.0538124 +SUNKEN 17 0.00286775 +CONICAL 2 0.000337382 + +---------------------------------------------- +Rank R16 +Variable Categorical CapColor + +Variable stats +Group Size Value list +{RED, YELLOW, BUFF, ...} 4 RED YELLOW BUFF PINK +{BROWN} 1 BROWN +{GRAY} 1 GRAY +{WHITE, CINNAMON} 2 WHITE CINNAMON +{PURPLE, GREEN} 2 PURPLE GREEN * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{RED, YELLOW, BUFF, ...} 0.380531 0.619469 0.520497 2034 0.343117 +{WHITE, CINNAMON} 0.706422 0.293578 0.252875 763 0.128711 +{GRAY} 0.628032 0.371968 0.1424 1484 0.250337 +{PURPLE, GREEN} 1 0 0.0773642 23 0.00387989 +{BROWN} 0.554187 0.445813 0.00686462 1624 0.273954 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +BROWN 1624 0.273954 +GRAY 1484 0.250337 +RED 1074 0.181174 +YELLOW 733 0.12365 +WHITE 731 0.123313 +BUFF 130 0.0219298 +PINK 97 0.016363 +CINNAMON 32 0.00539811 +PURPLE 13 0.00219298 +GREEN 10 0.00168691 + +---------------------------------------------- +Rank R17 +Variable Categorical RingNumber + +Variable stats +Group Size Value list +{ONE} 1 ONE +{TWO} 1 TWO +{NONE} 1 NONE * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{TWO} 0.86618 0.13382 0.772802 411 0.069332 +{NONE} 0 1 0.188642 33 0.0055668 +{ONE} 0.512764 0.487236 0.0385558 5484 0.925101 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +ONE 5484 0.925101 +TWO 411 0.069332 +NONE 33 0.0055668 + +---------------------------------------------- +Rank R18 +Variable Categorical CapSurface + +Variable stats +Group Size Value list +{SCALY, SMOOTH, GROOVES} 3 SCALY SMOOTH GROOVES * +{FIBROUS} 1 FIBROUS + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{FIBROUS} 0.6955 0.3045 0.718902 1711 0.28863 +{SCALY, SMOOTH, GROOVES} 0.469054 0.530946 0.281098 4217 0.71137 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +SCALY 2282 0.384953 +SMOOTH 1932 0.325911 +FIBROUS 1711 0.28863 +GROOVES 3 0.000506073 + +---------------------------------------------- +Rank R19 +Variable Categorical VeilColor + +Variable stats +Group Size Value list +{WHITE} 1 WHITE +{ORANGE, BROWN} 2 ORANGE BROWN +{YELLOW} 1 YELLOW * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{ORANGE, BROWN} 1 0 0.944583 142 0.0239541 +{YELLOW} 0 1 0.0405783 5 0.000843455 +{WHITE} 0.523439 0.476561 0.0148388 5781 0.975202 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +WHITE 5781 0.975202 +ORANGE 76 0.0128205 +BROWN 66 0.0111336 +YELLOW 5 0.000843455 + +---------------------------------------------- +Rank R20 +Variable Categorical GillAttachment + +Variable stats +Group Size Value list +{FREE} 1 FREE +{ATTACHED} 1 ATTACHED * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{ATTACHED} 0.904459 0.0955414 0.977475 157 0.0264845 +{FREE} 0.524346 0.475654 0.0225246 5771 0.973516 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +FREE 5771 0.973516 +ATTACHED 157 0.0264845 + +---------------------------------------------- +Rank R21 +Variable Categorical StalkShape + +Variable stats +Group Size Value list +{TAPERING} 1 TAPERING +{ENLARGING} 1 ENLARGING * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{ENLARGING} 0.466991 0.533009 0.581265 2469 0.416498 +{TAPERING} 0.582538 0.417462 0.418735 3459 0.583502 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +TAPERING 3459 0.583502 +ENLARGING 2469 0.416498 diff --git a/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/Var1_AllReports.khj b/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/Var1_AllReports.khj new file mode 100644 index 000000000..d33e14651 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/Var1_AllReports.khj @@ -0,0 +1,3039 @@ +{ + "tool": "Khiops", + "version": "10.1.5", + "shortDescription": "", + "preparationReport": { + "reportType": "Preparation", + "summary": { + "dictionary": "Mushroom", + "variables": { + "types": [ + "Categorical" + ], + "numbers": [ + 23 + ] + }, + "database": "..\/..\/..\/datasets\/Mushroom\/Mushroom.txt", + "samplePercentage": 70, + "samplingMode": "Include sample", + "selectionVariable": "", + "selectionValue": "", + "instances": 5928, + "learningTask": "Classification analysis", + "targetVariable": "Class", + "targetDescriptiveStats": { + "values": 2, + "mode": "EDIBLE", + "modeFrequency": 3168 + }, + "targetValues": { + "values": ["EDIBLE","POISONOUS"], + "frequencies": [3168,2760] + }, + "evaluatedVariables": 22, + "informativeVariables": 21, + "featureEngineering": { + "maxNumberOfConstructedVariables": 0, + "maxNumberOfTrees": 0, + "maxNumberOfVariablePairs": 50 + }, + "discretization": "MODL", + "valueGrouping": "MODL", + "nullModel": { + "constructionCost": 0.693147, + "preparationCost": 8.68761, + "dataCost": 4090.36 + } + }, + "variablesStatistics": [ + { + "rank": "R01", + "name": "Odor", + "type": "Categorical", + "level": 0.900798, + "parts": 3, + "values": 9, + "mode": "NONE", + "modeFrequency": 2686, + "constructionCost": 3.82864, + "preparationCost": 35.694, + "dataCost": 367.179 + }, + { + "rank": "R02", + "name": "SporePrintColor", + "type": "Categorical", + "level": 0.47984, + "parts": 4, + "values": 9, + "mode": "WHITE", + "modeFrequency": 1711, + "constructionCost": 3.82864, + "preparationCost": 43.8179, + "dataCost": 2084.87 + }, + { + "rank": "R03", + "name": "GillColor", + "type": "Categorical", + "level": 0.402066, + "parts": 6, + "values": 12, + "mode": "BUFF", + "modeFrequency": 1241, + "constructionCost": 3.82864, + "preparationCost": 63.2207, + "dataCost": 2384.32 + }, + { + "rank": "R04", + "name": "StalkSurfaceAboveRing", + "type": "Categorical", + "level": 0.285867, + "parts": 3, + "values": 4, + "mode": "SMOOTH", + "modeFrequency": 3753, + "constructionCost": 3.82864, + "preparationCost": 28.5617, + "dataCost": 2895.37 + }, + { + "rank": "R05", + "name": "RingType", + "type": "Categorical", + "level": 0.283664, + "parts": 4, + "values": 5, + "mode": "PENDANT", + "modeFrequency": 2787, + "constructionCost": 3.82864, + "preparationCost": 36.5603, + "dataCost": 2896.4 + }, + { + "rank": "R06", + "name": "StalkSurfaceBelowRing", 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+ { + "variable": "Odor", + "type": "Categorical", + "partitionType": "Value groups", + "partition": [ + ["NONE"], + ["FOUL","SPICY","FISHY","PUNGENT","CREOSOTE","MUSTY"], + ["ALMOND","ANISE"] + ], + "defaultGroupIndex": 1 + }, + { + "variable": "Target", + "type": "Categorical", + "partitionType": "Values", + "partition": ["EDIBLE","POISONOUS"] + } + ], + "cellIds": ["C1","C2","C3","C4","C5","C7","C8"], + "cellPartIndexes": [ + [0,0], + [1,0], + [2,0], + [0,1], + [1,1], + [0,2], + [1,2] + ], + "cellTargetFrequencies": [ + [1934,0], + [669,65], + [0,18], + [0,2206], + [0,471], + [312,0], + [253,0] + ], + "cellInterests": [0.312701,0.0643237,0.00355073,0.435161,0.0929107,0.0504461,0.0409066] + } + } + } + }, + "khiops_encoding": "ascii" +} diff --git a/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/Var1_Preparation2DReport.xls b/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/Var1_Preparation2DReport.xls new file mode 100644 index 000000000..4a38dbc00 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/Var1_Preparation2DReport.xls @@ -0,0 +1,1179 @@ +#Khiops 10.1.5 +Descriptive statistics + + +Problem description +Short description + +Dictionary Mushroom +Variables + Categorical 23 + Total 23 + +Database ../../../datasets/Mushroom/Mushroom.txt +Sample percentage 70 +Sampling mode Include sample +Selection variable +Selection value +Instances 5928 + +Learning task Classification analysis + +Target variable Categorical Class + +Target variable stats +Value Frequency Coverage +EDIBLE 3168 0.534413 +POISONOUS 2760 0.465587 + +Evaluated variable pairs 20 +Informative variable pairs 5 + + +Variables pairs statistics + +Rank Name 1 Name 2 DeltaLevel Level Level 1 Level 2 Variables Parts 1 Parts 2 Cells Constr. cost Prep. cost Data cost +R01 GillColor StalkShape 0.135646 0.545198 0.402066 0.00748534 2 6 2 12 11.0633 94.8412 1758.66 +R02 CapColor GillColor 0.0844779 0.523406 0.0368621 0.402066 2 6 9 43 11.0633 233.463 1709.38 +R03 GillColor StalkRoot 0.0830978 0.629143 0.402066 0.143978 2 5 4 17 11.0633 120.111 1389.24 +R04 CapSurface GillColor 0.0264251 0.457221 0.0287294 0.402066 2 3 10 27 11.0633 165.437 2048.75 +R05 GillColor GillSpacing 0.00457008 0.53188 0.402066 0.125243 2 10 2 18 11.0633 118.931 1789.18 +R06 GillColor RingNumber -0.00175819 0.429192 0.402066 0.0288836 2 7 3 13 11.0633 95.2351 2233.87 +R07 GillAttachment GillColor -0.00608092 0.4069 0.0109149 0.402066 2 2 6 9 11.0633 74.5967 2345.89 +R08 GillColor VeilColor -0.0110393 0.409647 0.402066 0.0186198 2 6 3 10 11.0633 77.9598 2331.27 +R09 CapShape GillColor -0.0114079 0.432489 0.0418307 0.402066 2 4 7 20 11.0633 139.084 2176.5 +R10 GillColor StalkColorBelowRing -0.0227689 0.602953 0.402066 0.223656 2 5 5 17 11.0633 130.308 1486.42 +R11 GillColor RingType -0.0271761 0.658554 0.402066 0.283664 2 5 3 14 11.0633 103.762 1285.01 +R12 GillColor Habitat -0.0312589 0.526196 0.402066 0.155388 2 6 6 28 11.0633 166.146 1765.26 +R13 GillColor Population -0.0408284 0.570798 0.402066 0.20956 2 8 4 24 11.0633 151.132 1597.42 +R14 GillColor StalkColorAboveRing -0.0481246 0.59988 0.402066 0.245938 2 5 5 17 11.0633 128.369 1500.95 +R15 Bruise GillColor -0.0936894 0.466473 0.158096 0.402066 2 2 8 15 11.0633 110.714 2065.54 +R16 GillColor StalkSurfaceBelowRing -0.115085 0.559725 0.402066 0.272744 2 6 4 18 11.0633 121.302 1672.65 +R17 GillColor StalkSurfaceAboveRing -0.129002 0.558931 0.402066 0.285867 2 7 3 17 11.0633 119.873 1677.33 +R18 GillColor GillSize -0.129647 0.501344 0.402066 0.228924 2 6 2 12 11.0633 88.9095 1944.39 +R19 GillColor SporePrintColor -0.196156 0.68575 0.402066 0.47984 2 5 3 14 11.0633 109.644 1167.64 +R20 GillColor Odor -0.375657 0.927207 0.402066 0.900798 2 3 3 7 11.0633 70.7279 216.64 + + +-------------------------------------------------------------------------------- + +Variables pairs detailed statistics +(Pairs with two jointly informative variables) + + +Rank R01 +Variables + Type Name + Categorical GillColor + Categorical StalkShape + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{PINK, GRAY} 1597 0.269399 2 PINK GRAY +{BUFF, RED, ORANGE} 1357 0.228914 3 BUFF RED ORANGE +{BROWN, BLACK, YELLOW} 1173 0.197874 3 BROWN BLACK YELLOW +{WHITE} 872 0.147099 1 WHITE +{CHOCOLATE, GREEN} 577 0.0973347 2 CHOCOLATE GREEN * +{PURPLE} 352 0.0593792 1 PURPLE +StalkShape +Group Frequency Coverage Size Value list +{TAPERING} 3459 0.583502 1 TAPERING +{ENLARGING} 2469 0.416498 1 ENLARGING * + +Cell frequencies + StalkShape +GillColor {TAPERING} {ENLARGING} Total Coverage +{PINK, GRAY} 579 1018 1597 0.269399 +{BUFF, RED, ORANGE} 1241 116 1357 0.228914 +{BROWN, BLACK, YELLOW} 683 490 1173 0.197874 +{WHITE} 403 469 872 0.147099 +{CHOCOLATE, GREEN} 246 331 577 0.0973347 +{PURPLE} 307 45 352 0.0593792 +Total 3459 2469 5928 +Coverage 0.583502 0.416498 + +Cells 12 +Cell Id GillColor StalkShape EDIBLE POISONOUS Interest Frequency Coverage +C2 {BUFF, RED, ORANGE} {TAPERING} 0 1 0.410066 1241 0.209345 +C3 {BROWN, BLACK, YELLOW} {TAPERING} 1 0 0.184983 683 0.115216 +C11 {CHOCOLATE, GREEN} {ENLARGING} 0.0332326 0.966767 0.0878566 331 0.0558367 +C6 {PURPLE} {TAPERING} 1 0 0.0831474 307 0.0517881 +C1 {PINK, GRAY} {TAPERING} 0.880829 0.119171 0.0695115 579 0.0976721 +C7 {PINK, GRAY} {ENLARGING} 0.304519 0.695481 0.0474469 1018 0.171727 +C4 {WHITE} {TAPERING} 0.836228 0.163772 0.0354127 403 0.0679825 +C8 {BUFF, RED, ORANGE} {ENLARGING} 1 0 0.0314173 116 0.0195682 +C10 {WHITE} {ENLARGING} 0.776119 0.223881 0.0254776 469 0.0791161 +C9 {BROWN, BLACK, YELLOW} {ENLARGING} 0.7 0.3 0.0120902 490 0.0826586 +C5 {CHOCOLATE, GREEN} {TAPERING} 0.723577 0.276423 0.00799127 246 0.041498 +C12 {PURPLE} {ENLARGING} 0.2 0.8 0.00459977 45 0.00759109 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R02 +Variables + Type Name + Categorical CapColor + Categorical GillColor + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{BROWN, PURPLE, GREEN} 1647 0.277834 3 BROWN PURPLE GREEN * +{GRAY, CINNAMON} 1516 0.255735 2 GRAY CINNAMON +{RED} 1074 0.181174 1 RED +{YELLOW} 733 0.12365 1 YELLOW +{WHITE} 731 0.123313 1 WHITE +{BUFF, PINK} 227 0.0382928 2 BUFF PINK +GillColor +Group Frequency Coverage Size Value list +{BUFF} 1241 0.209345 1 BUFF +{PINK} 1080 0.182186 1 PINK +{WHITE} 872 0.147099 1 WHITE +{BROWN} 758 0.127868 1 BROWN +{GRAY, YELLOW} 586 0.0988529 2 GRAY YELLOW +{CHOCOLATE} 559 0.0942982 1 CHOCOLATE +{PURPLE, ORANGE, GREEN} 421 0.0710189 3 PURPLE ORANGE GREEN * +{BLACK} 346 0.0583671 1 BLACK +{RED} 65 0.0109649 1 RED + +Cell frequencies + GillColor +CapColor {BUFF} {PINK} {WHITE} {BROWN} {GRAY, YELLOW} {CHOCOLATE} {PURPLE, ORANGE, GREEN} {BLACK} {RED} Total Coverage +{BROWN, PURPLE, GREEN} 604 198 240 234 68 46 160 81 16 1647 0.277834 +{GRAY, CINNAMON} 0 409 197 210 203 276 121 100 0 1516 0.255735 +{RED} 637 99 121 103 3 0 95 0 16 1074 0.181174 +{YELLOW} 0 185 90 61 192 151 0 54 0 733 0.12365 +{WHITE} 0 155 148 137 98 61 21 111 0 731 0.123313 +{BUFF, PINK} 0 34 76 13 22 25 24 0 33 227 0.0382928 +Total 1241 1080 872 758 586 559 421 346 65 5928 +Coverage 0.209345 0.182186 0.147099 0.127868 0.0988529 0.0942982 0.0710189 0.0583671 0.0109649 + +Cells 43 +Cell Id CapColor GillColor EDIBLE POISONOUS Interest Frequency Coverage +C3 {RED} {BUFF} 0 1 0.20894 637 0.107456 +C1 {BROWN, PURPLE, GREEN} {BUFF} 0 1 0.198115 604 0.101889 +C34 {YELLOW} {CHOCOLATE} 0 1 0.0495289 151 0.0254723 +C37 {BROWN, PURPLE, GREEN} {PURPLE, ORANGE, GREEN} 1 0 0.043016 160 0.0269906 +C20 {GRAY, CINNAMON} {BROWN} 0.942857 0.0571429 0.0374325 210 0.0354251 +C19 {BROWN, PURPLE, GREEN} {BROWN} 0.893162 0.106838 0.0302678 234 0.0394737 +C7 {BROWN, PURPLE, GREEN} {PINK} 0.909091 0.0909091 0.0284164 198 0.0334008 +C21 {RED} {BROWN} 1 0 0.0276915 103 0.0173752 +C44 {GRAY, CINNAMON} {BLACK} 1 0 0.026885 100 0.0168691 +C15 {RED} {WHITE} 0.975207 0.0247934 0.0266781 121 0.0204116 +C9 {RED} {PINK} 1 0 0.0266161 99 0.0167004 +C39 {RED} {PURPLE, ORANGE, GREEN} 1 0 0.0255407 95 0.0160256 +C14 {GRAY, CINNAMON} {WHITE} 0.878173 0.121827 0.0230617 197 0.0332321 +C26 {GRAY, CINNAMON} {GRAY, YELLOW} 0.197044 0.802956 0.0209925 203 0.0342443 +C10 {YELLOW} {PINK} 0.183784 0.816216 0.0207999 185 0.0312078 +C13 {BROWN, PURPLE, GREEN} {WHITE} 0.820833 0.179167 0.0186554 240 0.0404858 +C28 {YELLOW} {GRAY, YELLOW} 0.223958 0.776042 0.0166169 192 0.0323887 +C22 {YELLOW} {BROWN} 1 0 0.0163998 61 0.0102901 +C38 {GRAY, CINNAMON} {PURPLE, ORANGE, GREEN} 0.892562 0.107438 0.0155895 121 0.0204116 +C46 {YELLOW} {BLACK} 1 0 0.0145179 54 0.00910931 +C31 {BROWN, PURPLE, GREEN} {CHOCOLATE} 1 0 0.0123671 46 0.00775978 +C12 {BUFF, PINK} {PINK} 0 1 0.0111522 34 0.00573549 +C16 {YELLOW} {WHITE} 0.877778 0.122222 0.0105078 90 0.0151822 +C54 {BUFF, PINK} {RED} 1 0 0.00887205 33 0.0055668 +C36 {BUFF, PINK} {CHOCOLATE} 0 1 0.00820014 25 0.00421727 +C47 {WHITE} {BLACK} 0.810811 0.189189 0.00798344 111 0.0187247 +C42 {BUFF, PINK} {PURPLE, ORANGE, GREEN} 0 1 0.00787214 24 0.00404858 +C29 {WHITE} {GRAY, YELLOW} 0.816327 0.183673 0.00735819 98 0.0165317 +C30 {BUFF, PINK} {GRAY, YELLOW} 0 1 0.00721613 22 0.0037112 +C23 {WHITE} {BROWN} 0.766423 0.233577 0.00677338 137 0.0231107 +C25 {BROWN, PURPLE, GREEN} {GRAY, YELLOW} 0.852941 0.147059 0.0066899 68 0.011471 +C32 {GRAY, CINNAMON} {CHOCOLATE} 0.373188 0.626812 0.00620231 276 0.0465587 +C49 {BROWN, PURPLE, GREEN} {RED} 1 0 0.0043016 16 0.00269906 +C51 {RED} {RED} 1 0 0.0043016 16 0.00269906 +C24 {BUFF, PINK} {BROWN} 0 1 0.00426408 13 0.00219298 +C41 {WHITE} {PURPLE, ORANGE, GREEN} 0.190476 0.809524 0.00226418 21 0.00354251 +C11 {WHITE} {PINK} 0.658065 0.341935 0.00208949 155 0.0261471 +C43 {BROWN, PURPLE, GREEN} {BLACK} 0.703704 0.296296 0.00207636 81 0.013664 +C17 {WHITE} {WHITE} 0.641892 0.358108 0.001501 148 0.0249663 +C27 {RED} {GRAY, YELLOW} 0 1 0.000984017 3 0.000506073 +C35 {WHITE} {CHOCOLATE} 0.655738 0.344262 0.000791155 61 0.0102901 +C8 {GRAY, CINNAMON} {PINK} 0.569682 0.430318 0.000440472 409 0.0689946 +C18 {BUFF, PINK} {WHITE} 0.513158 0.486842 2.95557e-05 76 0.0128205 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R03 +Variables + Type Name + Categorical GillColor + Categorical StalkRoot + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{BROWN, PURPLE, BLACK} 1456 0.245614 3 BROWN PURPLE BLACK +{PINK, YELLOW, RED, ...} 1265 0.213394 4 PINK YELLOW RED ORANGE +{BUFF} 1241 0.209345 1 BUFF +{CHOCOLATE, GRAY, GREEN} 1094 0.184548 3 CHOCOLATE GRAY GREEN * +{WHITE} 872 0.147099 1 WHITE +StalkRoot +Group Frequency Coverage Size Value list +{BULBOUS} 2649 0.446862 1 BULBOUS +{?, ROOTED} 1892 0.319163 2 ? ROOTED * +{EQUAL} 979 0.165148 1 EQUAL +{CLUB} 408 0.0688259 1 CLUB + +Cell frequencies + StalkRoot +GillColor {BULBOUS} {?, ROOTED} {EQUAL} {CLUB} Total Coverage +{BROWN, PURPLE, BLACK} 690 86 495 185 1456 0.245614 +{PINK, YELLOW, RED, ...} 716 284 245 20 1265 0.213394 +{BUFF} 0 1241 0 0 1241 0.209345 +{CHOCOLATE, GRAY, GREEN} 733 76 195 90 1094 0.184548 +{WHITE} 510 205 44 113 872 0.147099 +Total 2649 1892 979 408 5928 +Coverage 0.446862 0.319163 0.165148 0.0688259 + +Cells 17 +Cell Id GillColor StalkRoot EDIBLE POISONOUS Interest Frequency Coverage +C8 {BUFF} {?, ROOTED} 0 1 0.353226 1241 0.209345 +C4 {CHOCOLATE, GRAY, GREEN} {BULBOUS} 0 1 0.208634 733 0.12365 +C1 {BROWN, PURPLE, BLACK} {BULBOUS} 0.9 0.1 0.0810006 690 0.116397 +C7 {PINK, YELLOW, RED, ...} {?, ROOTED} 1 0 0.0662564 284 0.0479082 +C14 {CHOCOLATE, GRAY, GREEN} {EQUAL} 1 0 0.0454929 195 0.0328947 +C16 {BROWN, PURPLE, BLACK} {CLUB} 1 0 0.04316 185 0.0312078 +C5 {WHITE} {BULBOUS} 0.821569 0.178431 0.0345939 510 0.0860324 +C11 {BROWN, PURPLE, BLACK} {EQUAL} 0.810101 0.189899 0.0307218 495 0.083502 +C10 {WHITE} {?, ROOTED} 0.912195 0.0878049 0.0260478 205 0.0345816 +C19 {CHOCOLATE, GRAY, GREEN} {CLUB} 1 0 0.0209967 90 0.0151822 +C12 {PINK, YELLOW, RED, ...} {EQUAL} 0.853061 0.146939 0.0209336 245 0.0413293 +C6 {BROWN, PURPLE, BLACK} {?, ROOTED} 1 0 0.0200635 86 0.0145074 +C9 {CHOCOLATE, GRAY, GREEN} {?, ROOTED} 1 0 0.0177306 76 0.0128205 +C15 {WHITE} {EQUAL} 0 1 0.0125237 44 0.0074224 +C20 {WHITE} {CLUB} 0.840708 0.159292 0.00883767 113 0.0190621 +C17 {PINK, YELLOW, RED, ...} {CLUB} 0 1 0.0056926 20 0.00337382 +C2 {PINK, YELLOW, RED, ...} {BULBOUS} 0.446927 0.553073 0.00408821 716 0.120783 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R04 +Variables + Type Name + Categorical CapSurface + Categorical GillColor + +Variables stats +CapSurface +Group Frequency Coverage Size Value list +{SCALY} 2282 0.384953 1 SCALY +{SMOOTH} 1935 0.326417 2 SMOOTH * +{FIBROUS} 1711 0.28863 1 FIBROUS +GillColor +Group Frequency Coverage Size Value list +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{PINK} 1080 0.182186 1 PINK +{WHITE} 872 0.147099 1 WHITE +{BROWN} 758 0.127868 1 BROWN +{CHOCOLATE} 559 0.0942982 1 CHOCOLATE +{GRAY} 517 0.0872132 1 GRAY +{PURPLE} 352 0.0593792 1 PURPLE +{BLACK} 346 0.0583671 1 BLACK +{YELLOW, ORANGE} 120 0.0202429 2 YELLOW ORANGE +{RED} 65 0.0109649 1 RED + +Cell frequencies + GillColor +CapSurface {BUFF, GREEN} {PINK} {WHITE} {BROWN} {CHOCOLATE} {GRAY} {PURPLE} {BLACK} {YELLOW, ORANGE} {RED} Total Coverage +{SCALY} 624 372 400 247 158 202 157 71 20 31 2282 0.384953 +{SMOOTH} 635 248 235 232 157 109 18 167 100 34 1935 0.326417 +{FIBROUS} 0 460 237 279 244 206 177 108 0 0 1711 0.28863 +Total 1259 1080 872 758 559 517 352 346 120 65 5928 +Coverage 0.212382 0.182186 0.147099 0.127868 0.0942982 0.0872132 0.0593792 0.0583671 0.0202429 0.0109649 + +Cells 27 +Cell Id CapSurface GillColor EDIBLE POISONOUS Interest Frequency Coverage +C2 {SMOOTH} {BUFF, GREEN} 0 1 0.242849 635 0.107119 +C1 {SCALY} {BUFF, GREEN} 0 1 0.238642 624 0.105263 +C9 {FIBROUS} {WHITE} 0.966245 0.0337553 0.0573474 237 0.0399798 +C12 {FIBROUS} {BROWN} 0.939068 0.0609319 0.0565933 279 0.0470648 +C19 {SCALY} {PURPLE} 1 0 0.0492141 157 0.0264845 +C7 {SCALY} {WHITE} 0.845 0.155 0.0433581 400 0.0674764 +C13 {SCALY} {CHOCOLATE} 0.0696203 0.93038 0.0396958 158 0.0266532 +C10 {SCALY} {BROWN} 0.902834 0.097166 0.0396866 247 0.0416667 +C24 {FIBROUS} {BLACK} 1 0 0.0338543 108 0.0182186 +C26 {SMOOTH} {YELLOW, ORANGE} 1 0 0.0313466 100 0.0168691 +C21 {FIBROUS} {PURPLE} 0.898305 0.101695 0.0276109 177 0.0298583 +C18 {FIBROUS} {GRAY} 0.218447 0.781553 0.0215805 206 0.0347503 +C11 {SMOOTH} {BROWN} 0.823276 0.176724 0.021421 232 0.0391363 +C23 {SMOOTH} {BLACK} 0.868263 0.131737 0.0213105 167 0.0281714 +C16 {SCALY} {GRAY} 0.227723 0.772277 0.0198625 202 0.0340756 +C29 {SMOOTH} {RED} 1 0 0.0106578 34 0.00573549 +C28 {SCALY} {RED} 1 0 0.00971744 31 0.00522942 +C25 {SCALY} {YELLOW, ORANGE} 0 1 0.00764878 20 0.00337382 +C15 {FIBROUS} {CHOCOLATE} 0.364754 0.635246 0.0070876 244 0.0411606 +C20 {SMOOTH} {PURPLE} 0 1 0.0068839 18 0.00303644 +C6 {FIBROUS} {PINK} 0.647826 0.352174 0.00606581 460 0.0775978 +C17 {SMOOTH} {GRAY} 0.743119 0.256881 0.0050295 109 0.0183873 +C22 {SCALY} {BLACK} 0.676056 0.323944 0.001472 71 0.0119771 +C5 {SMOOTH} {PINK} 0.572581 0.427419 0.000364844 248 0.0418354 +C8 {SMOOTH} {WHITE} 0.570213 0.429787 0.000304051 235 0.0396424 +C4 {SCALY} {PINK} 0.55914 0.44086 0.000229273 372 0.062753 +C14 {SMOOTH} {CHOCOLATE} 0.566879 0.433121 0.000166983 157 0.0264845 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R05 +Variables + Type Name + Categorical GillColor + Categorical GillSpacing + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{PINK} 1080 0.182186 1 PINK +{WHITE} 872 0.147099 1 WHITE +{BROWN} 758 0.127868 1 BROWN +{CHOCOLATE} 559 0.0942982 1 CHOCOLATE +{GRAY} 517 0.0872132 1 GRAY +{PURPLE} 352 0.0593792 1 PURPLE +{BLACK} 346 0.0583671 1 BLACK +{RED, ORANGE} 116 0.0195682 2 RED ORANGE +{YELLOW} 69 0.0116397 1 YELLOW +GillSpacing +Group Frequency Coverage Size Value list +{CLOSE} 4794 0.808704 1 CLOSE +{CROWDED} 1134 0.191296 1 CROWDED * + +Cell frequencies + GillSpacing +GillColor {CLOSE} {CROWDED} Total Coverage +{BUFF, GREEN} 1259 0 1259 0.212382 +{PINK} 785 295 1080 0.182186 +{WHITE} 723 149 872 0.147099 +{BROWN} 531 227 758 0.127868 +{CHOCOLATE} 381 178 559 0.0942982 +{GRAY} 434 83 517 0.0872132 +{PURPLE} 334 18 352 0.0593792 +{BLACK} 164 182 346 0.0583671 +{RED, ORANGE} 116 0 116 0.0195682 +{YELLOW} 67 2 69 0.0116397 +Total 4794 1134 5928 +Coverage 0.808704 0.191296 + +Cells 18 +Cell Id GillColor GillSpacing EDIBLE POISONOUS Interest Frequency Coverage +C1 {BUFF, GREEN} {CLOSE} 0 1 0.423108 1259 0.212382 +C5 {CHOCOLATE} {CLOSE} 0.0288714 0.971129 0.105467 381 0.0642713 +C4 {BROWN} {CLOSE} 0.875706 0.124294 0.0626376 531 0.0895749 +C7 {PURPLE} {CLOSE} 0.946108 0.0538922 0.0622854 334 0.0563428 +C12 {PINK} {CROWDED} 0.945763 0.0542373 0.0548907 295 0.0497638 +C18 {BLACK} {CROWDED} 1 0 0.0501332 182 0.0307018 +C15 {CHOCOLATE} {CROWDED} 1 0 0.0490314 178 0.030027 +C3 {WHITE} {CLOSE} 0.77455 0.22545 0.0393965 723 0.121964 +C14 {BROWN} {CROWDED} 0.929515 0.0704846 0.0380623 227 0.0382928 +C6 {GRAY} {CLOSE} 0.246544 0.753456 0.0328086 434 0.0732119 +C9 {RED, ORANGE} {CLOSE} 1 0 0.031953 116 0.0195682 +C13 {WHITE} {CROWDED} 0.946309 0.0536913 0.0278219 149 0.025135 +C17 {PURPLE} {CROWDED} 0 1 0.0060492 18 0.00303644 +C8 {BLACK} {CLOSE} 0.72561 0.27439 0.00553991 164 0.0276653 +C16 {GRAY} {CROWDED} 0.783133 0.216867 0.00487376 83 0.0140013 +C2 {PINK} {CLOSE} 0.470064 0.529936 0.00286255 785 0.132422 +C10 {YELLOW} {CLOSE} 0.731343 0.268657 0.00240664 67 0.0113023 +C20 {YELLOW} {CROWDED} 0 1 0.000672134 2 0.000337382 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R06 +Variables + Type Name + Categorical GillColor + Categorical RingNumber + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{BROWN, PURPLE, BLACK} 1456 0.245614 3 BROWN PURPLE BLACK +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{PINK, RED} 1145 0.193151 2 PINK RED +{WHITE} 872 0.147099 1 WHITE +{CHOCOLATE} 559 0.0942982 1 CHOCOLATE +{GRAY} 517 0.0872132 1 GRAY +{YELLOW, ORANGE} 120 0.0202429 2 YELLOW ORANGE +RingNumber +Group Frequency Coverage Size Value list +{ONE} 5484 0.925101 1 ONE +{TWO} 411 0.069332 1 TWO +{NONE} 33 0.0055668 1 NONE * + +Cell frequencies + RingNumber +GillColor {ONE} {TWO} {NONE} Total Coverage +{BROWN, PURPLE, BLACK} 1456 0 0 1456 0.245614 +{BUFF, GREEN} 1241 18 0 1259 0.212382 +{PINK, RED} 1014 131 0 1145 0.193151 +{WHITE} 677 180 15 872 0.147099 +{CHOCOLATE} 559 0 0 559 0.0942982 +{GRAY} 435 82 0 517 0.0872132 +{YELLOW, ORANGE} 102 0 18 120 0.0202429 +Total 5484 411 33 5928 +Coverage 0.925101 0.069332 0.0055668 + +Cells 13 +Cell Id GillColor RingNumber EDIBLE POISONOUS Interest Frequency Coverage +C2 {BUFF, GREEN} {ONE} 0 1 0.516047 1241 0.209345 +C1 {BROWN, PURPLE, BLACK} {ONE} 0.888049 0.111951 0.230826 1456 0.245614 +C4 {WHITE} {ONE} 0.799114 0.200886 0.0562162 677 0.114204 +C10 {PINK, RED} {TWO} 1 0 0.0446495 131 0.0220985 +C6 {GRAY} {ONE} 0.245977 0.754023 0.0408577 435 0.0733806 +C7 {YELLOW, ORANGE} {ONE} 0.980392 0.0196078 0.0295606 102 0.0172065 +C11 {WHITE} {TWO} 0.888889 0.111111 0.0286955 180 0.0303644 +C5 {CHOCOLATE} {ONE} 0.338104 0.661896 0.0237396 559 0.0942982 +C9 {BUFF, GREEN} {TWO} 0 1 0.00748497 18 0.00303644 +C21 {YELLOW, ORANGE} {NONE} 0 1 0.00748497 18 0.00303644 +C13 {GRAY} {TWO} 0.792683 0.207317 0.00645824 82 0.0138327 +C18 {WHITE} {NONE} 0 1 0.00623747 15 0.00253036 +C3 {PINK, RED} {ONE} 0.573964 0.426036 0.00174209 1014 0.171053 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R07 +Variables + Type Name + Categorical GillAttachment + Categorical GillColor + +Variables stats +GillAttachment +Group Frequency Coverage Size Value list +{FREE} 5771 0.973516 1 FREE +{ATTACHED} 157 0.0264845 1 ATTACHED * +GillColor +Group Frequency Coverage Size Value list +{BROWN, PURPLE, BLACK, ...} 1507 0.254217 4 BROWN PURPLE BLACK ORANGE +{BUFF, YELLOW, GREEN} 1328 0.224022 3 BUFF YELLOW GREEN * +{PINK} 1080 0.182186 1 PINK +{CHOCOLATE, GRAY} 1076 0.181511 2 CHOCOLATE GRAY +{WHITE} 872 0.147099 1 WHITE +{RED} 65 0.0109649 1 RED + +Cell frequencies + GillColor +GillAttachment {BROWN, PURPLE, BLACK, ...} {BUFF, YELLOW, GREEN} {PINK} {CHOCOLATE, GRAY} {WHITE} {RED} Total Coverage +{FREE} 1414 1271 1080 1076 865 65 5771 0.973516 +{ATTACHED} 93 57 0 0 7 0 157 0.0264845 +Total 1507 1328 1080 1076 872 65 5928 +Coverage 0.254217 0.224022 0.182186 0.181511 0.147099 0.0109649 + +Cells 9 +Cell Id GillAttachment GillColor EDIBLE POISONOUS Interest Frequency Coverage +C3 {FREE} {BUFF, YELLOW, GREEN} 0 1 0.560656 1271 0.214406 +C1 {FREE} {BROWN, PURPLE, BLACK, ...} 0.884724 0.115276 0.232598 1414 0.238529 +C9 {FREE} {WHITE} 0.810405 0.189595 0.0833999 865 0.145918 +C7 {FREE} {CHOCOLATE, GRAY} 0.335502 0.664498 0.0497912 1076 0.181511 +C2 {ATTACHED} {BROWN, PURPLE, BLACK, ...} 1 0 0.033625 93 0.0156883 +C11 {FREE} {RED} 1 0 0.0235014 65 0.0109649 +C4 {ATTACHED} {BUFF, YELLOW, GREEN} 0.859649 0.140351 0.00790485 57 0.00961538 +C5 {FREE} {PINK} 0.6 0.4 0.0054359 1080 0.182186 +C10 {ATTACHED} {WHITE} 0 1 0.0030878 7 0.00118084 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R08 +Variables + Type Name + Categorical GillColor + Categorical VeilColor + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{BROWN, PURPLE, BLACK} 1456 0.245614 3 BROWN PURPLE BLACK +{BUFF, YELLOW, ORANGE, ...} 1379 0.232625 4 BUFF YELLOW ORANGE GREEN * +{PINK} 1080 0.182186 1 PINK +{CHOCOLATE, GRAY} 1076 0.181511 2 CHOCOLATE GRAY +{WHITE} 872 0.147099 1 WHITE +{RED} 65 0.0109649 1 RED +VeilColor +Group Frequency Coverage Size Value list +{WHITE} 5781 0.975202 1 WHITE +{ORANGE, BROWN} 142 0.0239541 2 ORANGE BROWN +{YELLOW} 5 0.000843455 1 YELLOW * + +Cell frequencies + VeilColor +GillColor {WHITE} {ORANGE, BROWN} {YELLOW} Total Coverage +{BROWN, PURPLE, BLACK} 1414 42 0 1456 0.245614 +{BUFF, YELLOW, ORANGE, ...} 1277 100 2 1379 0.232625 +{PINK} 1080 0 0 1080 0.182186 +{CHOCOLATE, GRAY} 1076 0 0 1076 0.181511 +{WHITE} 869 0 3 872 0.147099 +{RED} 65 0 0 65 0.0109649 +Total 5781 142 5 5928 +Coverage 0.975202 0.0239541 0.000843455 + +Cells 10 +Cell Id GillColor VeilColor EDIBLE POISONOUS Interest Frequency Coverage +C2 {BUFF, YELLOW, ORANGE, ...} {WHITE} 0 1 0.557988 1277 0.215418 +C1 {BROWN, PURPLE, BLACK} {WHITE} 0.884724 0.115276 0.230403 1414 0.238529 +C5 {WHITE} {WHITE} 0.806674 0.193326 0.0805813 869 0.146592 +C4 {CHOCOLATE, GRAY} {WHITE} 0.335502 0.664498 0.0493214 1076 0.181511 +C8 {BUFF, YELLOW, ORANGE, ...} {ORANGE, BROWN} 1 0 0.0358148 100 0.0168691 +C6 {RED} {WHITE} 1 0 0.0232796 65 0.0109649 +C7 {BROWN, PURPLE, BLACK} {ORANGE, BROWN} 1 0 0.0150422 42 0.00708502 +C3 {PINK} {WHITE} 0.6 0.4 0.00538461 1080 0.182186 +C17 {WHITE} {YELLOW} 0 1 0.00131086 3 0.000506073 +C14 {BUFF, YELLOW, ORANGE, ...} {YELLOW} 0 1 0.000873905 2 0.000337382 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R09 +Variables + Type Name + Categorical CapShape + Categorical GillColor + +Variables stats +CapShape +Group Frequency Coverage Size Value list +{CONVEX} 2705 0.456309 1 CONVEX +{FLAT} 2298 0.387652 1 FLAT +{KNOBBED, BELL, SUNKEN} 923 0.155702 3 KNOBBED BELL SUNKEN +{CONICAL} 2 0.000337382 1 CONICAL * +GillColor +Group Frequency Coverage Size Value list +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{BROWN, BLACK, RED, ...} 1220 0.205803 4 BROWN BLACK RED ORANGE +{PINK} 1080 0.182186 1 PINK +{WHITE, YELLOW} 941 0.158738 2 WHITE YELLOW +{CHOCOLATE} 559 0.0942982 1 CHOCOLATE +{GRAY} 517 0.0872132 1 GRAY +{PURPLE} 352 0.0593792 1 PURPLE + +Cell frequencies + GillColor +CapShape {BUFF, GREEN} {BROWN, BLACK, RED, ...} {PINK} {WHITE, YELLOW} {CHOCOLATE} {GRAY} {PURPLE} Total Coverage +{CONVEX} 419 595 549 401 283 266 192 2705 0.456309 +{FLAT} 421 461 484 344 276 152 160 2298 0.387652 +{KNOBBED, BELL, SUNKEN} 419 164 47 194 0 99 0 923 0.155702 +{CONICAL} 0 0 0 2 0 0 0 2 0.000337382 +Total 1259 1220 1080 941 559 517 352 5928 +Coverage 0.212382 0.205803 0.182186 0.158738 0.0942982 0.0872132 0.0593792 + +Cells 20 +Cell Id CapShape GillColor EDIBLE POISONOUS Interest Frequency Coverage +C2 {FLAT} {BUFF, GREEN} 0 1 0.170988 421 0.0710189 +C1 {CONVEX} {BUFF, GREEN} 0 1 0.170176 419 0.0706815 +C3 {KNOBBED, BELL, SUNKEN} {BUFF, GREEN} 0 1 0.170176 419 0.0706815 +C5 {CONVEX} {BROWN, BLACK, RED, ...} 0.863866 0.136134 0.0782299 595 0.100371 +C6 {FLAT} {BROWN, BLACK, RED, ...} 0.900217 0.0997831 0.0773317 461 0.0777665 +C7 {KNOBBED, BELL, SUNKEN} {BROWN, BLACK, RED, ...} 1 0 0.0545953 164 0.0276653 +C26 {FLAT} {PURPLE} 1 0 0.0532637 160 0.0269906 +C22 {FLAT} {GRAY} 0.0394737 0.960526 0.0478678 152 0.025641 +C13 {CONVEX} {WHITE, YELLOW} 0.840399 0.159601 0.044651 401 0.0676451 +C23 {KNOBBED, BELL, SUNKEN} {GRAY} 0.929293 0.0707071 0.0200329 99 0.0167004 +C21 {CONVEX} {GRAY} 0.278195 0.721805 0.0190589 266 0.0448718 +C25 {CONVEX} {PURPLE} 0.8125 0.1875 0.0173269 192 0.0323887 +C15 {KNOBBED, BELL, SUNKEN} {WHITE, YELLOW} 0.809278 0.190722 0.0170698 194 0.032726 +C14 {FLAT} {WHITE, YELLOW} 0.744186 0.255814 0.0170377 344 0.0580297 +C11 {KNOBBED, BELL, SUNKEN} {PINK} 1 0 0.0156462 47 0.00792848 +C17 {CONVEX} {CHOCOLATE} 0.335689 0.664311 0.0120344 283 0.0477395 +C18 {FLAT} {CHOCOLATE} 0.34058 0.65942 0.0111562 276 0.0465587 +C9 {CONVEX} {PINK} 0.588342 0.411658 0.00171664 549 0.0926113 +C10 {FLAT} {PINK} 0.57438 0.42562 0.000829378 484 0.0816464 +C16 {CONICAL} {WHITE, YELLOW} 0 1 0.000812294 2 0.000337382 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R10 +Variables + Type Name + Categorical GillColor + Categorical StalkColorBelowRing + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{WHITE, PURPLE, YELLOW, ...} 1344 0.226721 4 WHITE PURPLE YELLOW ORANGE +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{BROWN, BLACK, RED} 1169 0.1972 3 BROWN BLACK RED +{PINK} 1080 0.182186 1 PINK +{CHOCOLATE, GRAY} 1076 0.181511 2 CHOCOLATE GRAY +StalkColorBelowRing +Group Frequency Coverage Size Value list +{WHITE} 3303 0.557186 1 WHITE +{PINK, ORANGE, RED} 1518 0.256073 3 PINK ORANGE RED +{BROWN, BUFF} 664 0.112011 2 BROWN BUFF +{GRAY} 394 0.0664642 1 GRAY +{CINNAMON, YELLOW} 49 0.00826586 2 CINNAMON YELLOW * + +Cell frequencies + StalkColorBelowRing +GillColor {WHITE} {PINK, ORANGE, RED} {BROWN, BUFF} {GRAY} {CINNAMON, YELLOW} Total Coverage +{WHITE, PURPLE, YELLOW, ...} 677 341 70 207 49 1344 0.226721 +{BUFF, GREEN} 642 617 0 0 0 1259 0.212382 +{BROWN, BLACK, RED} 909 167 0 93 0 1169 0.1972 +{PINK} 592 199 195 94 0 1080 0.182186 +{CHOCOLATE, GRAY} 483 194 399 0 0 1076 0.181511 +Total 3303 1518 664 394 49 5928 +Coverage 0.557186 0.256073 0.112011 0.0664642 0.00826586 + +Cells 17 +Cell Id GillColor StalkColorBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C2 {BUFF, GREEN} {WHITE} 0 1 0.189436 642 0.1083 +C7 {BUFF, GREEN} {PINK, ORANGE, RED} 0 1 0.182059 617 0.104082 +C15 {CHOCOLATE, GRAY} {BROWN, BUFF} 0 1 0.117734 399 0.0673077 +C3 {BROWN, BLACK, RED} {WHITE} 0.860286 0.139714 0.0847002 909 0.15334 +C6 {WHITE, PURPLE, YELLOW, ...} {PINK, ORANGE, RED} 1 0 0.0824727 341 0.0575236 +C14 {PINK} {BROWN, BUFF} 0 1 0.057539 195 0.0328947 +C10 {CHOCOLATE, GRAY} {PINK, ORANGE, RED} 0 1 0.0572439 194 0.032726 +C16 {WHITE, PURPLE, YELLOW, ...} {GRAY} 1 0 0.0500641 207 0.034919 +C8 {BROWN, BLACK, RED} {PINK, ORANGE, RED} 1 0 0.0403898 167 0.0281714 +C4 {PINK} {WHITE} 0.768581 0.231419 0.026851 592 0.099865 +C1 {WHITE, PURPLE, YELLOW, ...} {WHITE} 0.747415 0.252585 0.0251523 677 0.114204 +C19 {PINK} {GRAY} 1 0 0.0227344 94 0.015857 +C18 {BROWN, BLACK, RED} {GRAY} 1 0 0.0224925 93 0.0156883 +C5 {CHOCOLATE, GRAY} {WHITE} 0.747412 0.252588 0.0179442 483 0.0814777 +C21 {WHITE, PURPLE, YELLOW, ...} {CINNAMON, YELLOW} 0 1 0.0144585 49 0.00826586 +C11 {WHITE, PURPLE, YELLOW, ...} {BROWN, BUFF} 0.9 0.1 0.0085189 70 0.0118084 +C9 {PINK} {PINK, ORANGE, RED} 0.497487 0.502513 0.000209939 199 0.0335695 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R11 +Variables + Type Name + Categorical GillColor + Categorical RingType + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{PINK, GRAY, BLACK, ...} 2008 0.338731 4 PINK GRAY BLACK RED +{BUFF, YELLOW, ORANGE} 1361 0.229588 3 BUFF YELLOW ORANGE +{BROWN, PURPLE} 1110 0.187247 2 BROWN PURPLE +{WHITE} 872 0.147099 1 WHITE +{CHOCOLATE, GREEN} 577 0.0973347 2 CHOCOLATE GREEN * +RingType +Group Frequency Coverage Size Value list +{PENDANT} 2787 0.470142 1 PENDANT +{EVANESCENT, FLARING} 2220 0.374494 2 EVANESCENT FLARING +{LARGE, NONE} 921 0.155364 2 LARGE NONE * + +Cell frequencies + RingType +GillColor {PENDANT} {EVANESCENT, FLARING} {LARGE, NONE} Total Coverage +{PINK, GRAY, BLACK, ...} 977 445 586 2008 0.338731 +{BUFF, YELLOW, ORANGE} 100 1243 18 1361 0.229588 +{BROWN, PURPLE} 914 196 0 1110 0.187247 +{WHITE} 710 147 15 872 0.147099 +{CHOCOLATE, GREEN} 86 189 302 577 0.0973347 +Total 2787 2220 921 5928 +Coverage 0.470142 0.374494 0.155364 + +Cells 14 +Cell Id GillColor RingType EDIBLE POISONOUS Interest Frequency Coverage +C7 {BUFF, YELLOW, ORANGE} {EVANESCENT, FLARING} 0 1 0.339664 1243 0.209683 +C11 {PINK, GRAY, BLACK, ...} {LARGE, NONE} 0 1 0.160131 586 0.0988529 +C6 {PINK, GRAY, BLACK, ...} {EVANESCENT, FLARING} 1 0 0.0996705 445 0.0750675 +C3 {BROWN, PURPLE} {PENDANT} 0.870897 0.129103 0.084851 914 0.154184 +C15 {CHOCOLATE, GREEN} {LARGE, NONE} 0 1 0.0825249 302 0.0509447 +C8 {BROWN, PURPLE} {EVANESCENT, FLARING} 1 0 0.0438998 196 0.0330634 +C10 {CHOCOLATE, GREEN} {EVANESCENT, FLARING} 1 0 0.0423319 189 0.0318826 +C4 {WHITE} {PENDANT} 0.809859 0.190141 0.042225 710 0.119771 +C1 {PINK, GRAY, BLACK, ...} {PENDANT} 0.758444 0.241556 0.0373764 977 0.164811 +C5 {CHOCOLATE, GREEN} {PENDANT} 0 1 0.0235005 86 0.0145074 +C2 {BUFF, YELLOW, ORANGE} {PENDANT} 1 0 0.0223979 100 0.0168691 +C9 {WHITE} {EVANESCENT, FLARING} 0.857143 0.142857 0.0124097 147 0.0247976 +C12 {BUFF, YELLOW, ORANGE} {LARGE, NONE} 0 1 0.0049187 18 0.00303644 +C14 {WHITE} {LARGE, NONE} 0 1 0.00409892 15 0.00253036 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R12 +Variables + Type Name + Categorical GillColor + Categorical Habitat + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{BUFF, GRAY} 1758 0.296559 2 BUFF GRAY +{BROWN, PURPLE, BLACK, ...} 1507 0.254217 4 BROWN PURPLE BLACK ORANGE +{PINK} 1080 0.182186 1 PINK +{WHITE, RED} 937 0.158063 2 WHITE RED +{CHOCOLATE} 559 0.0942982 1 CHOCOLATE +{YELLOW, GREEN} 87 0.0146761 2 YELLOW GREEN * +Habitat +Group Frequency Coverage Size Value list +{WOODS} 2224 0.375169 1 WOODS +{GRASSES} 1684 0.284076 1 GRASSES +{PATHS, LEAVES} 1420 0.239541 2 PATHS LEAVES +{URBAN} 251 0.0423414 1 URBAN +{MEADOWS} 220 0.037112 1 MEADOWS +{WASTE} 129 0.0217611 1 WASTE * + +Cell frequencies + Habitat +GillColor {WOODS} {GRASSES} {PATHS, LEAVES} {URBAN} {MEADOWS} {WASTE} Total Coverage +{BUFF, GRAY} 544 206 935 17 56 0 1758 0.296559 +{BROWN, PURPLE, BLACK, ...} 699 520 112 79 97 0 1507 0.254217 +{PINK} 453 428 126 73 0 0 1080 0.182186 +{WHITE, RED} 385 210 106 50 57 129 937 0.158063 +{CHOCOLATE} 125 312 90 32 0 0 559 0.0942982 +{YELLOW, GREEN} 18 8 51 0 10 0 87 0.0146761 +Total 2224 1684 1420 251 220 129 5928 +Coverage 0.375169 0.284076 0.239541 0.0423414 0.037112 0.0217611 + +Cells 28 +Cell Id GillColor Habitat EDIBLE POISONOUS Interest Frequency Coverage +C13 {BUFF, GRAY} {PATHS, LEAVES} 0 1 0.312133 935 0.157726 +C1 {BUFF, GRAY} {WOODS} 0 1 0.181605 544 0.0917679 +C2 {BROWN, PURPLE, BLACK, ...} {WOODS} 0.901288 0.0987124 0.097054 699 0.117915 +C8 {BROWN, PURPLE, BLACK, ...} {GRASSES} 0.909615 0.0903846 0.0762128 520 0.0877193 +C4 {WHITE, RED} {WOODS} 0.914286 0.0857143 0.0581542 385 0.064946 +C34 {WHITE, RED} {WASTE} 1 0 0.0352977 129 0.0217611 +C14 {BROWN, PURPLE, BLACK, ...} {PATHS, LEAVES} 1 0 0.0306461 112 0.0188934 +C17 {CHOCOLATE} {PATHS, LEAVES} 0 1 0.0300449 90 0.0151822 +C26 {BROWN, PURPLE, BLACK, ...} {MEADOWS} 1 0 0.0265417 97 0.016363 +C5 {CHOCOLATE} {WOODS} 0.088 0.912 0.0248062 125 0.0210864 +C16 {WHITE, RED} {PATHS, LEAVES} 0.924528 0.0754717 0.0171004 106 0.0178812 +C22 {WHITE, RED} {URBAN} 0 1 0.0166916 50 0.00843455 +C3 {PINK} {WOODS} 0.724062 0.275938 0.0149462 453 0.076417 +C15 {PINK} {PATHS, LEAVES} 0.18254 0.81746 0.0145298 126 0.0212551 +C23 {CHOCOLATE} {URBAN} 0 1 0.0106826 32 0.00539811 +C18 {YELLOW, GREEN} {PATHS, LEAVES} 0.960784 0.0392157 0.0103907 51 0.00860324 +C25 {BUFF, GRAY} {MEADOWS} 0.875 0.125 0.00653065 56 0.00944669 +C6 {YELLOW, GREEN} {WOODS} 0 1 0.00600898 18 0.00303644 +C28 {WHITE, RED} {MEADOWS} 0.842105 0.157895 0.00528179 57 0.00961538 +C9 {PINK} {GRASSES} 0.649533 0.350467 0.00507816 428 0.0721997 +C21 {PINK} {URBAN} 0.260274 0.739726 0.00494847 73 0.0123144 +C19 {BUFF, GRAY} {URBAN} 1 0 0.00465163 17 0.00286775 +C30 {YELLOW, GREEN} {MEADOWS} 0 1 0.00333832 10 0.00168691 +C10 {WHITE, RED} {GRASSES} 0.661905 0.338095 0.00306622 210 0.0354251 +C12 {YELLOW, GREEN} {GRASSES} 0 1 0.00267066 8 0.00134953 +C20 {BROWN, PURPLE, BLACK, ...} {URBAN} 0.405063 0.594937 0.00115912 79 0.0133266 +C11 {CHOCOLATE} {GRASSES} 0.570513 0.429487 0.000358317 312 0.0526316 +C7 {BUFF, GRAY} {GRASSES} 0.514563 0.485437 7.11164e-05 206 0.0347503 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R13 +Variables + Type Name + Categorical GillColor + Categorical Population + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{WHITE, BROWN} 1630 0.274966 2 WHITE BROWN +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{PINK} 1080 0.182186 1 PINK +{CHOCOLATE, GRAY} 1076 0.181511 2 CHOCOLATE GRAY +{PURPLE} 352 0.0593792 1 PURPLE +{BLACK} 346 0.0583671 1 BLACK +{RED, ORANGE} 116 0.0195682 2 RED ORANGE +{YELLOW} 69 0.0116397 1 YELLOW +Population +Group Frequency Coverage Size Value list +{SEVERAL} 2890 0.487517 1 SEVERAL +{SCATTERED, CLUSTERED} 1210 0.204116 2 SCATTERED CLUSTERED * +{SOLITARY} 1178 0.198718 1 SOLITARY +{ABUNDANT, NUMEROUS} 650 0.109649 2 ABUNDANT NUMEROUS + +Cell frequencies + Population +GillColor {SEVERAL} {SCATTERED, CLUSTERED} {SOLITARY} {ABUNDANT, NUMEROUS} Total Coverage +{WHITE, BROWN} 594 445 368 223 1630 0.274966 +{BUFF, GREEN} 1259 0 0 0 1259 0.212382 +{PINK} 403 212 335 130 1080 0.182186 +{CHOCOLATE, GRAY} 379 228 311 158 1076 0.181511 +{PURPLE} 178 18 156 0 352 0.0593792 +{BLACK} 31 168 8 139 346 0.0583671 +{RED, ORANGE} 23 93 0 0 116 0.0195682 +{YELLOW} 23 46 0 0 69 0.0116397 +Total 2890 1210 1178 650 5928 +Coverage 0.487517 0.204116 0.198718 0.109649 + +Cells 24 +Cell Id GillColor Population EDIBLE POISONOUS Interest Frequency Coverage +C2 {BUFF, GREEN} {SEVERAL} 0 1 0.390285 1259 0.212382 +C4 {CHOCOLATE, GRAY} {SEVERAL} 0.0290237 0.970976 0.0966893 379 0.0639339 +C17 {WHITE, BROWN} {SOLITARY} 1 0 0.0935045 368 0.0620783 +C20 {CHOCOLATE, GRAY} {SOLITARY} 0.0546624 0.945338 0.0687195 311 0.0524629 +C25 {WHITE, BROWN} {ABUNDANT, NUMEROUS} 1 0 0.0566617 223 0.0376181 +C28 {CHOCOLATE, GRAY} {ABUNDANT, NUMEROUS} 1 0 0.040146 158 0.0266532 +C21 {PURPLE} {SOLITARY} 1 0 0.0396378 156 0.0263158 +C30 {BLACK} {ABUNDANT, NUMEROUS} 1 0 0.0353183 139 0.023448 +C27 {PINK} {ABUNDANT, NUMEROUS} 1 0 0.0330315 130 0.0219298 +C1 {WHITE, BROWN} {SEVERAL} 0.765993 0.234007 0.0276467 594 0.100202 +C15 {RED, ORANGE} {SCATTERED, CLUSTERED} 1 0 0.0236302 93 0.0156883 +C5 {PURPLE} {SEVERAL} 0.898876 0.101124 0.0225915 178 0.030027 +C14 {BLACK} {SCATTERED, CLUSTERED} 0.863095 0.136905 0.0167697 168 0.0283401 +C9 {WHITE, BROWN} {SCATTERED, CLUSTERED} 0.74382 0.25618 0.016761 445 0.0750675 +C12 {CHOCOLATE, GRAY} {SCATTERED, CLUSTERED} 0.767544 0.232456 0.0107627 228 0.0384615 +C7 {RED, ORANGE} {SEVERAL} 1 0 0.00584403 23 0.00387989 +C8 {YELLOW} {SEVERAL} 1 0 0.00584403 23 0.00387989 +C13 {PURPLE} {SCATTERED, CLUSTERED} 0 1 0.00557993 18 0.00303644 +C11 {PINK} {SCATTERED, CLUSTERED} 0.688679 0.311321 0.00424296 212 0.0357625 +C3 {PINK} {SEVERAL} 0.449132 0.550868 0.0023813 403 0.0679825 +C22 {BLACK} {SOLITARY} 1 0 0.00203271 8 0.00134953 +C6 {BLACK} {SEVERAL} 0.290323 0.709677 0.00153351 31 0.00522942 +C19 {PINK} {SOLITARY} 0.570149 0.429851 0.000350083 335 0.0565115 +C16 {YELLOW} {SCATTERED, CLUSTERED} 0.565217 0.434783 3.56941e-05 46 0.00775978 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R14 +Variables + Type Name + Categorical GillColor + Categorical StalkColorAboveRing + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{WHITE, PURPLE, YELLOW, ...} 1344 0.226721 4 WHITE PURPLE YELLOW ORANGE +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{BROWN, BLACK, RED} 1169 0.1972 3 BROWN BLACK RED +{PINK} 1080 0.182186 1 PINK +{CHOCOLATE, GRAY} 1076 0.181511 2 CHOCOLATE GRAY +StalkColorAboveRing +Group Frequency Coverage Size Value list +{WHITE} 3361 0.56697 1 WHITE +{PINK} 1314 0.22166 1 PINK +{GRAY, ORANGE, RED} 615 0.103745 3 GRAY ORANGE RED +{BROWN, BUFF} 600 0.101215 2 BROWN BUFF +{CINNAMON, YELLOW} 38 0.00641026 2 CINNAMON YELLOW * + +Cell frequencies + StalkColorAboveRing +GillColor {WHITE} {PINK} {GRAY, ORANGE, RED} {BROWN, BUFF} {CINNAMON, YELLOW} Total Coverage +{WHITE, PURPLE, YELLOW, ...} 745 208 343 10 38 1344 0.226721 +{BUFF, GREEN} 639 620 0 0 0 1259 0.212382 +{BROWN, BLACK, RED} 901 94 174 0 0 1169 0.1972 +{PINK} 593 195 98 194 0 1080 0.182186 +{CHOCOLATE, GRAY} 483 197 0 396 0 1076 0.181511 +Total 3361 1314 615 600 38 5928 +Coverage 0.56697 0.22166 0.103745 0.101215 0.00641026 + +Cells 17 +Cell Id GillColor StalkColorAboveRing EDIBLE POISONOUS Interest Frequency Coverage +C2 {BUFF, GREEN} {WHITE} 0 1 0.189481 639 0.107794 +C7 {BUFF, GREEN} {PINK} 0 1 0.183847 620 0.104588 +C20 {CHOCOLATE, GRAY} {BROWN, BUFF} 0 1 0.117425 396 0.0668016 +C3 {BROWN, BLACK, RED} {WHITE} 0.859046 0.140954 0.0836431 901 0.151991 +C11 {WHITE, PURPLE, YELLOW, ...} {GRAY, ORANGE, RED} 1 0 0.0833658 343 0.057861 +C10 {CHOCOLATE, GRAY} {PINK} 0 1 0.058416 197 0.0332321 +C19 {PINK} {BROWN, BUFF} 0 1 0.0575264 194 0.032726 +C6 {WHITE, PURPLE, YELLOW, ...} {PINK} 1 0 0.0505542 208 0.0350877 +C13 {BROWN, BLACK, RED} {GRAY, ORANGE, RED} 1 0 0.0422905 174 0.0293522 +C1 {WHITE, PURPLE, YELLOW, ...} {WHITE} 0.746309 0.253691 0.0275135 745 0.125675 +C4 {PINK} {WHITE} 0.768971 0.231029 0.0271245 593 0.100034 +C14 {PINK} {GRAY, ORANGE, RED} 1 0 0.0238188 98 0.0165317 +C8 {BROWN, BLACK, RED} {PINK} 1 0 0.0228466 94 0.015857 +C5 {CHOCOLATE, GRAY} {WHITE} 0.747412 0.252588 0.0180327 483 0.0814777 +C21 {WHITE, PURPLE, YELLOW, ...} {CINNAMON, YELLOW} 0 1 0.0112681 38 0.00641026 +C16 {WHITE, PURPLE, YELLOW, ...} {BROWN, BUFF} 1 0 0.00243049 10 0.00168691 +C9 {PINK} {PINK} 0.482051 0.517949 0.000415499 195 0.0328947 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R15 +Variables + Type Name + Categorical Bruise + Categorical GillColor + +Variables stats +Bruise +Group Frequency Coverage Size Value list +{NO} 3568 0.601889 1 NO +{BRUISES} 2360 0.398111 1 BRUISES * +GillColor +Group Frequency Coverage Size Value list +{BUFF} 1241 0.209345 1 BUFF +{PINK} 1080 0.182186 1 PINK +{WHITE, YELLOW} 941 0.158738 2 WHITE YELLOW +{BROWN} 758 0.127868 1 BROWN +{CHOCOLATE, GREEN} 577 0.0973347 2 CHOCOLATE GREEN * +{GRAY} 517 0.0872132 1 GRAY +{PURPLE, RED} 417 0.0703441 2 PURPLE RED +{BLACK, ORANGE} 397 0.0669703 2 BLACK ORANGE + +Cell frequencies + GillColor +Bruise {BUFF} {PINK} {WHITE, YELLOW} {BROWN} {CHOCOLATE, GREEN} {GRAY} {PURPLE, RED} {BLACK, ORANGE} Total Coverage +{NO} 1241 610 244 277 491 410 45 250 3568 0.601889 +{BRUISES} 0 470 697 481 86 107 372 147 2360 0.398111 +Total 1241 1080 941 758 577 517 417 397 5928 +Coverage 0.209345 0.182186 0.158738 0.127868 0.0973347 0.0872132 0.0703441 0.0669703 + +Cells 15 +Cell Id Bruise GillColor EDIBLE POISONOUS Interest Frequency Coverage +C1 {NO} {BUFF} 0 1 0.474767 1241 0.209345 +C14 {BRUISES} {PURPLE, RED} 1 0 0.116649 372 0.062753 +C15 {NO} {BLACK, ORANGE} 1 0 0.0783929 250 0.0421727 +C8 {BRUISES} {BROWN} 0.898129 0.101871 0.0749719 481 0.0811404 +C6 {BRUISES} {WHITE, YELLOW} 0.806313 0.193687 0.056425 697 0.117578 +C11 {NO} {GRAY} 0.2 0.8 0.0485215 410 0.0691633 +C7 {NO} {BROWN} 0.880866 0.119134 0.0385117 277 0.0467274 +C10 {BRUISES} {CHOCOLATE, GREEN} 0 1 0.0329008 86 0.0145074 +C4 {BRUISES} {PINK} 0.776596 0.223404 0.0296843 470 0.0792848 +C5 {NO} {WHITE, YELLOW} 0.770492 0.229508 0.0145977 244 0.0411606 +C12 {BRUISES} {GRAY} 0.841121 0.158879 0.0112817 107 0.0180499 +C9 {NO} {CHOCOLATE, GREEN} 0.384929 0.615071 0.0110477 491 0.0828273 +C13 {NO} {PURPLE, RED} 0.2 0.8 0.00532553 45 0.00759109 +C16 {BRUISES} {BLACK, ORANGE} 0.693878 0.306122 0.00388635 147 0.0247976 +C3 {NO} {PINK} 0.463934 0.536066 0.00303751 610 0.102901 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R16 +Variables + Type Name + Categorical GillColor + Categorical StalkSurfaceBelowRing + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{PINK, GRAY} 1597 0.269399 2 PINK GRAY +{BROWN, PURPLE, BLACK} 1456 0.245614 3 BROWN PURPLE BLACK +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{WHITE} 872 0.147099 1 WHITE +{CHOCOLATE} 559 0.0942982 1 CHOCOLATE +{YELLOW, RED, ORANGE} 185 0.0312078 3 YELLOW RED ORANGE +StalkSurfaceBelowRing +Group Frequency Coverage Size Value list +{SMOOTH} 3587 0.605094 1 SMOOTH +{SILKY} 1604 0.27058 1 SILKY +{FIBROUS} 544 0.0917679 1 FIBROUS +{SCALY} 193 0.0325574 1 SCALY * + +Cell frequencies + StalkSurfaceBelowRing +GillColor {SMOOTH} {SILKY} {FIBROUS} {SCALY} Total Coverage +{PINK, GRAY} 756 649 147 45 1597 0.269399 +{BROWN, PURPLE, BLACK} 1230 0 191 35 1456 0.245614 +{BUFF, GREEN} 642 617 0 0 1259 0.212382 +{WHITE} 675 36 68 93 872 0.147099 +{CHOCOLATE} 119 302 138 0 559 0.0942982 +{YELLOW, RED, ORANGE} 165 0 0 20 185 0.0312078 +Total 3587 1604 544 193 5928 +Coverage 0.605094 0.27058 0.0917679 0.0325574 + +Cells 18 +Cell Id GillColor StalkSurfaceBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C3 {BUFF, GREEN} {SMOOTH} 0 1 0.204744 642 0.1083 +C9 {BUFF, GREEN} {SILKY} 0 1 0.196772 617 0.104082 +C2 {BROWN, PURPLE, BLACK} {SMOOTH} 0.86748 0.13252 0.130185 1230 0.20749 +C7 {PINK, GRAY} {SILKY} 0.0970724 0.902928 0.117092 649 0.10948 +C11 {CHOCOLATE} {SILKY} 0 1 0.0963128 302 0.0509447 +C4 {WHITE} {SMOOTH} 0.848889 0.151111 0.0627366 675 0.113866 +C14 {BROWN, PURPLE, BLACK} {FIBROUS} 1 0 0.0499274 191 0.03222 +C1 {PINK, GRAY} {SMOOTH} 0.792328 0.207672 0.0455303 756 0.12753 +C6 {YELLOW, RED, ORANGE} {SMOOTH} 1 0 0.043131 165 0.027834 +C19 {PINK, GRAY} {SCALY} 1 0 0.011763 45 0.00759109 +C10 {WHITE} {SILKY} 1 0 0.0094104 36 0.00607287 +C20 {BROWN, PURPLE, BLACK} {SCALY} 1 0 0.009149 35 0.00590418 +C13 {PINK, GRAY} {FIBROUS} 0.768707 0.231293 0.00721442 147 0.0247976 +C24 {YELLOW, RED, ORANGE} {SCALY} 0 1 0.00637833 20 0.00337382 +C17 {CHOCOLATE} {FIBROUS} 0.73913 0.26087 0.0051001 138 0.0232794 +C5 {CHOCOLATE} {SMOOTH} 0.731092 0.268908 0.0040456 119 0.0200742 +C22 {WHITE} {SCALY} 0.612903 0.387097 0.000485891 93 0.0156883 +C16 {WHITE} {FIBROUS} 0.514706 0.485294 2.21052e-05 68 0.011471 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R17 +Variables + Type Name + Categorical GillColor + Categorical StalkSurfaceAboveRing + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{WHITE, PURPLE} 1224 0.206478 2 WHITE PURPLE +{BROWN, BLACK} 1104 0.186235 2 BROWN BLACK +{PINK} 1080 0.182186 1 PINK +{CHOCOLATE} 559 0.0942982 1 CHOCOLATE +{GRAY} 517 0.0872132 1 GRAY +{YELLOW, RED, ORANGE} 185 0.0312078 3 YELLOW RED ORANGE +StalkSurfaceAboveRing +Group Frequency Coverage Size Value list +{SMOOTH} 3753 0.633097 1 SMOOTH +{SILKY, SCALY} 1668 0.281377 2 SILKY SCALY * +{FIBROUS} 507 0.0855263 1 FIBROUS + +Cell frequencies + StalkSurfaceAboveRing +GillColor {SMOOTH} {SILKY, SCALY} {FIBROUS} Total Coverage +{BUFF, GREEN} 643 616 0 1259 0.212382 +{WHITE, PURPLE} 1087 77 60 1224 0.206478 +{BROWN, BLACK} 913 0 191 1104 0.186235 +{PINK} 617 329 134 1080 0.182186 +{CHOCOLATE} 135 302 122 559 0.0942982 +{GRAY} 193 324 0 517 0.0872132 +{YELLOW, RED, ORANGE} 165 20 0 185 0.0312078 +Total 3753 1668 507 5928 +Coverage 0.633097 0.281377 0.0855263 + +Cells 17 +Cell Id GillColor StalkSurfaceAboveRing EDIBLE POISONOUS Interest Frequency Coverage +C1 {BUFF, GREEN} {SMOOTH} 0 1 0.205876 643 0.108468 +C8 {BUFF, GREEN} {SILKY, SCALY} 0 1 0.197231 616 0.103914 +C2 {WHITE, PURPLE} {SMOOTH} 0.873045 0.126955 0.119979 1087 0.183367 +C12 {CHOCOLATE} {SILKY, SCALY} 0 1 0.0966943 302 0.0509447 +C3 {BROWN, BLACK} {SMOOTH} 0.860898 0.139102 0.0927058 913 0.154015 +C11 {PINK} {SILKY, SCALY} 0.103343 0.896657 0.0575769 329 0.0554993 +C13 {GRAY} {SILKY, SCALY} 0.101852 0.898148 0.0571687 324 0.0546559 +C4 {PINK} {SMOOTH} 0.837925 0.162075 0.0531926 617 0.104082 +C17 {BROWN, BLACK} {FIBROUS} 1 0 0.0501252 191 0.03222 +C7 {YELLOW, RED, ORANGE} {SMOOTH} 1 0 0.0433019 165 0.027834 +C14 {YELLOW, RED, ORANGE} {SILKY, SCALY} 0 1 0.0064036 20 0.00337382 +C5 {CHOCOLATE} {SMOOTH} 0.755556 0.244444 0.00588828 135 0.0227733 +C6 {GRAY} {SMOOTH} 0.720207 0.279793 0.00585276 193 0.0325574 +C18 {PINK} {FIBROUS} 0.723881 0.276119 0.00423196 134 0.0226046 +C19 {CHOCOLATE} {FIBROUS} 0.713115 0.286885 0.00341333 122 0.0205803 +C16 {WHITE, PURPLE} {FIBROUS} 0.45 0.55 0.000358756 60 0.0101215 +C9 {WHITE, PURPLE} {SILKY, SCALY} 0.532468 0.467532 2.45231e-07 77 0.0129892 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R18 +Variables + Type Name + Categorical GillColor + Categorical GillSize + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{BROWN, PURPLE, BLACK, ...} 1572 0.265182 5 BROWN PURPLE BLACK RED ORANGE +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{PINK, YELLOW} 1149 0.193826 2 PINK YELLOW +{WHITE} 872 0.147099 1 WHITE +{CHOCOLATE} 559 0.0942982 1 CHOCOLATE +{GRAY} 517 0.0872132 1 GRAY +GillSize +Group Frequency Coverage Size Value list +{BROAD} 4121 0.695175 1 BROAD +{NARROW} 1807 0.304825 1 NARROW * + +Cell frequencies + GillSize +GillColor {BROAD} {NARROW} Total Coverage +{BROWN, PURPLE, BLACK, ...} 1344 228 1572 0.265182 +{BUFF, GREEN} 18 1241 1259 0.212382 +{PINK, YELLOW} 1029 120 1149 0.193826 +{WHITE} 719 153 872 0.147099 +{CHOCOLATE} 548 11 559 0.0942982 +{GRAY} 463 54 517 0.0872132 +Total 4121 1807 5928 +Coverage 0.695175 0.304825 + +Cells 12 +Cell Id GillColor GillSize EDIBLE POISONOUS Interest Frequency Coverage +C8 {BUFF, GREEN} {NARROW} 0 1 0.446057 1241 0.209345 +C1 {BROWN, PURPLE, BLACK, ...} {BROAD} 1 0 0.395955 1344 0.226721 +C4 {WHITE} {BROAD} 0.859527 0.140473 0.0811793 719 0.121289 +C5 {CHOCOLATE} {BROAD} 0.324818 0.675182 0.02299 548 0.0924426 +C6 {GRAY} {BROAD} 0.334773 0.665227 0.0175883 463 0.0781039 +C7 {BROWN, PURPLE, BLACK, ...} {NARROW} 0.285088 0.714912 0.0136635 228 0.0384615 +C3 {PINK, YELLOW} {BROAD} 0.628766 0.371234 0.00878569 1029 0.173583 +C2 {BUFF, GREEN} {BROAD} 0 1 0.0064698 18 0.00303644 +C11 {CHOCOLATE} {NARROW} 1 0 0.0032407 11 0.0018556 +C12 {GRAY} {NARROW} 0.314815 0.685185 0.0024921 54 0.00910931 +C9 {PINK, YELLOW} {NARROW} 0.416667 0.583333 0.0015695 120 0.0202429 +C10 {WHITE} {NARROW} 0.542484 0.457516 9.42355e-06 153 0.0258097 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R19 +Variables + Type Name + Categorical GillColor + Categorical SporePrintColor + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{PINK, BROWN, BLACK, ...} 2249 0.379386 4 PINK BROWN BLACK RED +{BUFF, CHOCOLATE, YELLOW, ...} 1920 0.323887 4 BUFF CHOCOLATE YELLOW ORANGE +{WHITE} 872 0.147099 1 WHITE +{GRAY, GREEN} 535 0.0902497 2 GRAY GREEN * +{PURPLE} 352 0.0593792 1 PURPLE +SporePrintColor +Group Frequency Coverage Size Value list +{BROWN, BLACK, BUFF, ...} 3000 0.506073 5 BROWN BLACK BUFF ORANGE YELLOW * +{WHITE, PURPLE} 1745 0.294366 2 WHITE PURPLE +{CHOCOLATE, GREEN} 1183 0.199561 2 CHOCOLATE GREEN + +Cell frequencies + SporePrintColor +GillColor {BROWN, BLACK, BUFF, ...} {WHITE, PURPLE} {CHOCOLATE, GREEN} Total Coverage +{PINK, BROWN, BLACK, ...} 1722 155 372 2249 0.379386 +{BUFF, CHOCOLATE, YELLOW, ...} 278 1261 381 1920 0.323887 +{WHITE} 513 264 95 872 0.147099 +{GRAY, GREEN} 144 65 326 535 0.0902497 +{PURPLE} 343 0 9 352 0.0593792 +Total 3000 1745 1183 5928 +Coverage 0.506073 0.294366 0.199561 + +Cells 14 +Cell Id GillColor SporePrintColor EDIBLE POISONOUS Interest Frequency Coverage +C7 {BUFF, CHOCOLATE, YELLOW, ...} {WHITE, PURPLE} 0 1 0.3316 1261 0.212719 +C1 {PINK, BROWN, BLACK, ...} {BROWN, BLACK, BUFF, ...} 0.88676 0.11324 0.171167 1722 0.290486 +C14 {GRAY, GREEN} {CHOCOLATE, GREEN} 0 1 0.085727 326 0.0549933 +C11 {PINK, BROWN, BLACK, ...} {CHOCOLATE, GREEN} 0.0215054 0.978495 0.084156 372 0.062753 +C12 {BUFF, CHOCOLATE, YELLOW, ...} {CHOCOLATE, GREEN} 0.0288714 0.971129 0.0825261 381 0.0642713 +C3 {WHITE} {BROWN, BLACK, BUFF, ...} 0.91423 0.08577 0.0610174 513 0.0865385 +C2 {BUFF, CHOCOLATE, YELLOW, ...} {BROWN, BLACK, BUFF, ...} 1 0 0.0599202 278 0.0468961 +C5 {PURPLE} {BROWN, BLACK, BUFF, ...} 0.895044 0.104956 0.0360124 343 0.057861 +C6 {PINK, BROWN, BLACK, ...} {WHITE, PURPLE} 1 0 0.0334087 155 0.0261471 +C8 {WHITE} {WHITE, PURPLE} 0.844697 0.155303 0.0196339 264 0.0445344 +C13 {WHITE} {CHOCOLATE, GREEN} 0.0947368 0.905263 0.0143145 95 0.0160256 +C9 {GRAY, GREEN} {WHITE, PURPLE} 1 0 0.0140101 65 0.0109649 +C4 {GRAY, GREEN} {BROWN, BLACK, BUFF, ...} 0.743056 0.256944 0.00456585 144 0.0242915 +C15 {PURPLE} {CHOCOLATE, GREEN} 1 0 0.00193986 9 0.00151822 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R20 +Variables + Type Name + Categorical GillColor + Categorical Odor + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{BUFF, PINK, BROWN, ...} 4452 0.751012 8 BUFF PINK BROWN CHOCOLATE PURPLE BLACK RED ORANGE +{WHITE, GRAY, YELLOW} 1458 0.245951 3 WHITE GRAY YELLOW +{GREEN} 18 0.00303644 1 GREEN * +Odor +Group Frequency Coverage Size Value list +{NONE} 2686 0.453104 1 NONE +{FOUL, SPICY, FISHY, ...} 2677 0.451586 6 FOUL SPICY FISHY PUNGENT CREOSOTE MUSTY * +{ALMOND, ANISE} 565 0.0953104 2 ALMOND ANISE + +Cell frequencies + Odor +GillColor {NONE} {FOUL, SPICY, FISHY, ...} {ALMOND, ANISE} Total Coverage +{BUFF, PINK, BROWN, ...} 1934 2206 312 4452 0.751012 +{WHITE, GRAY, YELLOW} 734 471 253 1458 0.245951 +{GREEN} 18 0 0 18 0.00303644 +Total 2686 2677 565 5928 +Coverage 0.453104 0.451586 0.0953104 + +Cells 7 +Cell Id GillColor Odor EDIBLE POISONOUS Interest Frequency Coverage +C4 {BUFF, PINK, BROWN, ...} {FOUL, SPICY, FISHY, ...} 0 1 0.435161 2206 0.372132 +C1 {BUFF, PINK, BROWN, ...} {NONE} 1 0 0.312701 1934 0.326248 +C5 {WHITE, GRAY, YELLOW} {FOUL, SPICY, FISHY, ...} 0 1 0.0929107 471 0.0794534 +C2 {WHITE, GRAY, YELLOW} {NONE} 0.911444 0.0885559 0.0643237 734 0.123819 +C7 {BUFF, PINK, BROWN, ...} {ALMOND, ANISE} 1 0 0.0504461 312 0.0526316 +C8 {WHITE, GRAY, YELLOW} {ALMOND, ANISE} 1 0 0.0409066 253 0.0426788 +C3 {GREEN} {NONE} 0 1 0.00355073 18 0.00303644 + Total 0.534413 0.465587 1 5928 1 diff --git a/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/Var1_PreparationReport.xls b/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/Var1_PreparationReport.xls new file mode 100644 index 000000000..d1a5ccb50 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/Var1_PreparationReport.xls @@ -0,0 +1,633 @@ +#Khiops 10.1.5 +Descriptive statistics + + +Problem description +Short description + +Dictionary Mushroom +Variables + Categorical 23 + Total 23 + +Database ../../../datasets/Mushroom/Mushroom.txt +Sample percentage 70 +Sampling mode Include sample +Selection variable +Selection value +Instances 5928 + +Learning task Classification analysis + +Target variable Categorical Class + +Target variable stats +Value Frequency Coverage +EDIBLE 3168 0.534413 +POISONOUS 2760 0.465587 + +Evaluated variables 22 +Informative variables 21 + +Max number of constructed variables 0 +Max number of trees 0 +Max number of variable pairs 50 +Discretization MODL +Value grouping MODL + +Null model + Constr. cost 0.693147 + Prep. cost 8.68761 + Data cost 4090.36 + + +Categorical variables statistics + +Rank Name Level Groups Values Mode Mode coverage Constr. cost Prep. cost Data cost +R01 Odor 0.900798 3 9 NONE 0.453104 3.82864 35.694 367.179 +R02 SporePrintColor 0.47984 4 9 WHITE 0.28863 3.82864 43.8179 2084.87 +R03 GillColor 0.402066 6 12 BUFF 0.209345 3.82864 63.2207 2384.32 +R04 StalkSurfaceAboveRing 0.285867 3 4 SMOOTH 0.633097 3.82864 28.5617 2895.37 +R05 RingType 0.283664 4 5 PENDANT 0.470142 3.82864 36.5603 2896.4 +R06 StalkSurfaceBelowRing 0.272744 3 4 SMOOTH 0.605094 3.82864 28.6051 2949.13 +R07 StalkColorAboveRing 0.245938 5 9 WHITE 0.56697 3.82864 50.6463 3036.98 +R08 GillSize 0.228924 2 2 BROAD 0.695175 3.82864 17.2546 3140.12 +R09 StalkColorBelowRing 0.223656 5 9 WHITE 0.557186 3.82864 50.8241 3128.16 +R10 Population 0.20956 5 6 SEVERAL 0.487517 3.82864 45.3128 3191.45 +R11 Bruise 0.158096 2 2 NO 0.601889 3.82864 17.3774 3430.38 +R12 Habitat 0.155388 6 7 WOODS 0.375169 3.82864 52.3352 3406.52 +R13 StalkRoot 0.143978 5 5 BULBOUS 0.446862 3.82864 42.5668 3463.07 +R14 GillSpacing 0.125243 2 2 CLOSE 0.808704 3.82864 16.9402 3565.51 +R15 CapShape 0.0418307 3 6 CONVEX 0.456309 3.82864 31.4583 3892.96 +R16 CapColor 0.0368621 5 10 BROWN 0.273954 3.82864 51.3578 3893.43 +R17 RingNumber 0.0288836 3 3 ONE 0.925101 3.82864 23.682 3953.81 +R18 CapSurface 0.0287294 2 4 SCALY 0.384953 3.82864 19.8392 3958.29 +R19 VeilColor 0.0186198 3 4 WHITE 0.975202 3.82864 23.3998 3996.17 +R20 GillAttachment 0.0109149 2 2 FREE 0.973516 3.82864 15.1539 4036.01 +R21 StalkShape 0.00748534 2 2 TAPERING 0.583502 3.82864 17.3915 4047.83 +R22 VeilType 0 1 1 PARTIAL 1 0.693147 8.68761 4090.36 + + +-------------------------------------------------------------------------------- + +Variables detailed statistics + + +Rank R01 +Variable Categorical Odor + +Variable stats +Group Size Value list +{NONE} 1 NONE +{FOUL, SPICY, FISHY, ...} 6 FOUL SPICY FISHY PUNGENT CREOSOTE MUSTY * +{ALMOND, ANISE} 2 ALMOND ANISE + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{FOUL, SPICY, FISHY, ...} 0 1 0.549437 2677 0.451586 +{NONE} 0.969099 0.030901 0.355515 2686 0.453104 +{ALMOND, ANISE} 1 0 0.0950487 565 0.0953104 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +NONE 2686 0.453104 +FOUL 1499 0.252868 +SPICY 419 0.0706815 +FISHY 414 0.0698381 +ALMOND 294 0.0495951 +ANISE 271 0.0457152 +PUNGENT 174 0.0293522 +CREOSOTE 138 0.0232794 +MUSTY 33 0.0055668 + +---------------------------------------------- +Rank R02 +Variable Categorical SporePrintColor + +Variable stats +Group Size Value list +{BROWN, BLACK} 2 BROWN BLACK +{WHITE} 1 WHITE +{CHOCOLATE, GREEN} 2 CHOCOLATE GREEN +{BUFF, ORANGE, PURPLE, ...} 4 BUFF ORANGE PURPLE YELLOW * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{BROWN, BLACK} 0.892191 0.107809 0.433474 2894 0.488192 +{CHOCOLATE, GREEN} 0.0312764 0.968724 0.367351 1183 0.199561 +{WHITE} 0.239041 0.760959 0.155311 1711 0.28863 +{BUFF, ORANGE, PURPLE, ...} 1 0 0.0438651 140 0.0236167 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +WHITE 1711 0.28863 +BROWN 1480 0.249663 +BLACK 1414 0.238529 +CHOCOLATE 1128 0.190283 +GREEN 55 0.009278 +BUFF 38 0.00641026 +ORANGE 37 0.00624157 +PURPLE 34 0.00573549 +YELLOW 31 0.00522942 + +---------------------------------------------- +Rank R03 +Variable Categorical GillColor + +Variable stats +Group Size Value list +{BROWN, PURPLE, BLACK} 3 BROWN PURPLE BLACK +{BUFF, GREEN} 2 BUFF GREEN * +{PINK} 1 PINK +{CHOCOLATE, GRAY} 2 CHOCOLATE GRAY +{WHITE, YELLOW} 2 WHITE YELLOW +{RED, ORANGE} 2 RED ORANGE + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{BUFF, GREEN} 0 1 0.567346 1259 0.212382 +{BROWN, PURPLE, BLACK} 0.888049 0.111951 0.250144 1456 0.245614 +{WHITE, YELLOW} 0.797024 0.202976 0.0832445 941 0.158738 +{CHOCOLATE, GRAY} 0.335502 0.664498 0.0508656 1076 0.181511 +{RED, ORANGE} 1 0 0.0428459 116 0.0195682 +{PINK} 0.6 0.4 0.0055532 1080 0.182186 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +BUFF 1241 0.209345 +PINK 1080 0.182186 +WHITE 872 0.147099 +BROWN 758 0.127868 +CHOCOLATE 559 0.0942982 +GRAY 517 0.0872132 +PURPLE 352 0.0593792 +BLACK 346 0.0583671 +YELLOW 69 0.0116397 +RED 65 0.0109649 +ORANGE 51 0.00860324 +GREEN 18 0.00303644 + +---------------------------------------------- +Rank R04 +Variable Categorical StalkSurfaceAboveRing + +Variable stats +Group Size Value list +{SMOOTH, SCALY} 2 SMOOTH SCALY * +{SILKY} 1 SILKY +{FIBROUS} 1 FIBROUS + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{SILKY} 0.0592861 0.940714 0.738617 1653 0.278846 +{SMOOTH, SCALY} 0.708068 0.291932 0.199532 3768 0.635628 +{FIBROUS} 0.792899 0.207101 0.0618507 507 0.0855263 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +SMOOTH 3753 0.633097 +SILKY 1653 0.278846 +FIBROUS 507 0.0855263 +SCALY 15 0.00253036 + +---------------------------------------------- +Rank R05 +Variable Categorical RingType + +Variable stats +Group Size Value list +{PENDANT} 1 PENDANT +{EVANESCENT} 1 EVANESCENT +{LARGE, NONE} 2 LARGE NONE * +{FLARING} 1 FLARING + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{LARGE, NONE} 0 1 0.591409 921 0.155364 +{PENDANT} 0.793685 0.206315 0.34179 2787 0.470142 +{EVANESCENT} 0.42098 0.57902 0.0473267 2183 0.368252 +{FLARING} 1 0 0.0194742 37 0.00624157 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +PENDANT 2787 0.470142 +EVANESCENT 2183 0.368252 +LARGE 888 0.149798 +FLARING 37 0.00624157 +NONE 33 0.0055668 + +---------------------------------------------- +Rank R06 +Variable Categorical StalkSurfaceBelowRing + +Variable stats +Group Size Value list +{SMOOTH, SCALY} 2 SMOOTH SCALY * +{SILKY} 1 SILKY +{FIBROUS} 1 FIBROUS + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{SILKY} 0.0617207 0.938279 0.740765 1604 0.27058 +{SMOOTH, SCALY} 0.695238 0.304762 0.179003 3780 0.637652 +{FIBROUS} 0.810662 0.189338 0.0802322 544 0.0917679 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +SMOOTH 3587 0.605094 +SILKY 1604 0.27058 +FIBROUS 544 0.0917679 +SCALY 193 0.0325574 + +---------------------------------------------- +Rank R07 +Variable Categorical StalkColorAboveRing + +Variable stats +Group Size Value list +{WHITE} 1 WHITE +{PINK} 1 PINK +{GRAY, ORANGE, RED} 3 GRAY ORANGE RED +{BUFF, CINNAMON, YELLOW} 3 BUFF CINNAMON YELLOW * +{BROWN} 1 BROWN + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{GRAY, ORANGE, RED} 1 0 0.367734 615 0.103745 +{BUFF, CINNAMON, YELLOW} 0 1 0.234902 322 0.0543185 +{BROWN} 0.0316456 0.968354 0.186866 316 0.0533063 +{PINK} 0.30137 0.69863 0.139043 1314 0.22166 +{WHITE} 0.638798 0.361202 0.0714553 3361 0.56697 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +WHITE 3361 0.56697 +PINK 1314 0.22166 +GRAY 410 0.0691633 +BROWN 316 0.0533063 +BUFF 284 0.0479082 +ORANGE 142 0.0239541 +RED 63 0.0106275 +CINNAMON 33 0.0055668 +YELLOW 5 0.000843455 + +---------------------------------------------- +Rank R08 +Variable Categorical GillSize + +Variable stats +Group Size Value list +{BROAD} 1 BROAD +{NARROW} 1 NARROW * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{NARROW} 0.125069 0.874931 0.706633 1807 0.304825 +{BROAD} 0.713904 0.286096 0.293367 4121 0.695175 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +BROAD 4121 0.695175 +NARROW 1807 0.304825 + +---------------------------------------------- +Rank R09 +Variable Categorical StalkColorBelowRing + +Variable stats +Group Size Value list +{WHITE} 1 WHITE +{PINK} 1 PINK +{GRAY, ORANGE, RED} 3 GRAY ORANGE RED +{BROWN} 1 BROWN +{BUFF, CINNAMON, YELLOW} 3 BUFF CINNAMON YELLOW * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{GRAY, ORANGE, RED} 1 0 0.393296 600 0.101215 +{BUFF, CINNAMON, YELLOW} 0 1 0.279903 350 0.0590418 +{PINK} 0.30564 0.69436 0.146517 1312 0.221323 +{BROWN} 0.173554 0.826446 0.105969 363 0.0612348 +{WHITE} 0.636997 0.363003 0.0743147 3303 0.557186 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +WHITE 3303 0.557186 +PINK 1312 0.221323 +GRAY 394 0.0664642 +BROWN 363 0.0612348 +BUFF 301 0.050776 +ORANGE 142 0.0239541 +RED 64 0.0107962 +CINNAMON 33 0.0055668 +YELLOW 16 0.00269906 + +---------------------------------------------- +Rank R10 +Variable Categorical Population + +Variable stats +Group Size Value list +{SEVERAL} 1 SEVERAL +{SOLITARY} 1 SOLITARY +{SCATTERED} 1 SCATTERED +{ABUNDANT, NUMEROUS} 2 ABUNDANT NUMEROUS +{CLUSTERED} 1 CLUSTERED * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{ABUNDANT, NUMEROUS} 1 0 0.457936 650 0.109649 +{SEVERAL} 0.29827 0.70173 0.370249 2890 0.487517 +{SCATTERED} 0.740166 0.259834 0.0972382 966 0.162955 +{CLUSTERED} 0.82377 0.17623 0.0508243 244 0.0411606 +{SOLITARY} 0.628183 0.371817 0.0237528 1178 0.198718 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +SEVERAL 2890 0.487517 +SOLITARY 1178 0.198718 +SCATTERED 966 0.162955 +ABUNDANT 366 0.0617409 +NUMEROUS 284 0.0479082 +CLUSTERED 244 0.0411606 + +---------------------------------------------- +Rank R11 +Variable Categorical Bruise + +Variable stats +Group Size Value list +{NO} 1 NO +{BRUISES} 1 BRUISES * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{BRUISES} 0.814831 0.185169 0.621883 2360 0.398111 +{NO} 0.348935 0.651065 0.378117 3568 0.601889 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +NO 3568 0.601889 +BRUISES 2360 0.398111 + +---------------------------------------------- +Rank R12 +Variable Categorical Habitat + +Variable stats +Group Size Value list +{WOODS} 1 WOODS +{GRASSES} 1 GRASSES +{LEAVES, URBAN} 2 LEAVES URBAN +{PATHS} 1 PATHS +{MEADOWS} 1 MEADOWS +{WASTE} 1 WASTE * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{PATHS} 0.108886 0.891114 0.482303 799 0.134784 +{LEAVES, URBAN} 0.301606 0.698394 0.143722 872 0.147099 +{GRASSES} 0.69715 0.30285 0.138157 1684 0.284076 +{WASTE} 1 0 0.120394 129 0.0217611 +{MEADOWS} 0.881818 0.118182 0.0916189 220 0.037112 +{WOODS} 0.593975 0.406025 0.0238039 2224 0.375169 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +WOODS 2224 0.375169 +GRASSES 1684 0.284076 +PATHS 799 0.134784 +LEAVES 621 0.104757 +URBAN 251 0.0423414 +MEADOWS 220 0.037112 +WASTE 129 0.0217611 + +---------------------------------------------- +Rank R13 +Variable Categorical StalkRoot + +Variable stats +Group Size Value list +{BULBOUS} 1 BULBOUS +{?} 1 ? +{EQUAL} 1 EQUAL +{CLUB} 1 CLUB +{ROOTED} 1 ROOTED * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{?} 0.286686 0.713314 0.359363 1765 0.29774 +{EQUAL} 0.822268 0.177732 0.290265 979 0.165148 +{CLUB} 0.906863 0.0931373 0.217754 408 0.0688259 +{ROOTED} 1 0 0.12882 127 0.0214238 +{BULBOUS} 0.513401 0.486599 0.00379824 2649 0.446862 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +BULBOUS 2649 0.446862 +? 1765 0.29774 +EQUAL 979 0.165148 +CLUB 408 0.0688259 +ROOTED 127 0.0214238 + +---------------------------------------------- +Rank R14 +Variable Categorical GillSpacing + +Variable stats +Group Size Value list +{CLOSE} 1 CLOSE +{CROWDED} 1 CROWDED * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{CROWDED} 0.931217 0.0687831 0.837822 1134 0.191296 +{CLOSE} 0.440551 0.559449 0.162178 4794 0.808704 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +CLOSE 4794 0.808704 +CROWDED 1134 0.191296 + +---------------------------------------------- +Rank R15 +Variable Categorical CapShape + +Variable stats +Group Size Value list +{CONVEX, FLAT} 2 CONVEX FLAT +{KNOBBED, CONICAL} 2 KNOBBED CONICAL * +{BELL, SUNKEN} 2 BELL SUNKEN + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{BELL, SUNKEN} 0.89881 0.10119 0.548736 336 0.0566802 +{KNOBBED, CONICAL} 0.268251 0.731749 0.448791 589 0.099359 +{CONVEX, FLAT} 0.541275 0.458725 0.0024731 5003 0.843961 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +CONVEX 2705 0.456309 +FLAT 2298 0.387652 +KNOBBED 587 0.0990216 +BELL 319 0.0538124 +SUNKEN 17 0.00286775 +CONICAL 2 0.000337382 + +---------------------------------------------- +Rank R16 +Variable Categorical CapColor + +Variable stats +Group Size Value list +{RED, YELLOW, BUFF, ...} 4 RED YELLOW BUFF PINK +{BROWN} 1 BROWN +{GRAY} 1 GRAY +{WHITE, CINNAMON} 2 WHITE CINNAMON +{PURPLE, GREEN} 2 PURPLE GREEN * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{RED, YELLOW, BUFF, ...} 0.380531 0.619469 0.520497 2034 0.343117 +{WHITE, CINNAMON} 0.706422 0.293578 0.252875 763 0.128711 +{GRAY} 0.628032 0.371968 0.1424 1484 0.250337 +{PURPLE, GREEN} 1 0 0.0773642 23 0.00387989 +{BROWN} 0.554187 0.445813 0.00686462 1624 0.273954 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +BROWN 1624 0.273954 +GRAY 1484 0.250337 +RED 1074 0.181174 +YELLOW 733 0.12365 +WHITE 731 0.123313 +BUFF 130 0.0219298 +PINK 97 0.016363 +CINNAMON 32 0.00539811 +PURPLE 13 0.00219298 +GREEN 10 0.00168691 + +---------------------------------------------- +Rank R17 +Variable Categorical RingNumber + +Variable stats +Group Size Value list +{ONE} 1 ONE +{TWO} 1 TWO +{NONE} 1 NONE * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{TWO} 0.86618 0.13382 0.772802 411 0.069332 +{NONE} 0 1 0.188642 33 0.0055668 +{ONE} 0.512764 0.487236 0.0385558 5484 0.925101 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +ONE 5484 0.925101 +TWO 411 0.069332 +NONE 33 0.0055668 + +---------------------------------------------- +Rank R18 +Variable Categorical CapSurface + +Variable stats +Group Size Value list +{SCALY, SMOOTH, GROOVES} 3 SCALY SMOOTH GROOVES * +{FIBROUS} 1 FIBROUS + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{FIBROUS} 0.6955 0.3045 0.718902 1711 0.28863 +{SCALY, SMOOTH, GROOVES} 0.469054 0.530946 0.281098 4217 0.71137 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +SCALY 2282 0.384953 +SMOOTH 1932 0.325911 +FIBROUS 1711 0.28863 +GROOVES 3 0.000506073 + +---------------------------------------------- +Rank R19 +Variable Categorical VeilColor + +Variable stats +Group Size Value list +{WHITE} 1 WHITE +{ORANGE, BROWN} 2 ORANGE BROWN +{YELLOW} 1 YELLOW * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{ORANGE, BROWN} 1 0 0.944583 142 0.0239541 +{YELLOW} 0 1 0.0405783 5 0.000843455 +{WHITE} 0.523439 0.476561 0.0148388 5781 0.975202 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +WHITE 5781 0.975202 +ORANGE 76 0.0128205 +BROWN 66 0.0111336 +YELLOW 5 0.000843455 + +---------------------------------------------- +Rank R20 +Variable Categorical GillAttachment + +Variable stats +Group Size Value list +{FREE} 1 FREE +{ATTACHED} 1 ATTACHED * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{ATTACHED} 0.904459 0.0955414 0.977475 157 0.0264845 +{FREE} 0.524346 0.475654 0.0225246 5771 0.973516 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +FREE 5771 0.973516 +ATTACHED 157 0.0264845 + +---------------------------------------------- +Rank R21 +Variable Categorical StalkShape + +Variable stats +Group Size Value list +{TAPERING} 1 TAPERING +{ENLARGING} 1 ENLARGING * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{ENLARGING} 0.466991 0.533009 0.581265 2469 0.416498 +{TAPERING} 0.582538 0.417462 0.418735 3459 0.583502 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +TAPERING 3459 0.583502 +ENLARGING 2469 0.416498 diff --git a/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/Var2All_AllReports.khj b/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/Var2All_AllReports.khj new file mode 100644 index 000000000..bab1ed91d --- /dev/null +++ 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+ "cellIds": ["C1","C2","C3","C4","C5"], + "cellPartIndexes": [ + [0,0], + [1,0], + [0,1], + [1,1], + [0,2] + ], + "cellTargetFrequencies": [ + [2759,0], + [0,1403], + [409,28], + [0,1274], + [0,55] + ], + "cellInterests": [0.433173,0.268744,0.0435137,0.244034,0.0105352] + } + } + } + }, + "khiops_encoding": "ascii" +} diff --git a/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/Var2All_Preparation2DReport.xls b/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/Var2All_Preparation2DReport.xls new file mode 100644 index 000000000..41d1f7229 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/Var2All_Preparation2DReport.xls @@ -0,0 +1,2609 @@ +#Khiops 10.1.5 +Descriptive statistics + + +Problem description +Short description + +Dictionary Mushroom +Variables + Categorical 23 + Total 23 + +Database ../../../datasets/Mushroom/Mushroom.txt +Sample percentage 70 +Sampling mode Include sample +Selection variable +Selection value +Instances 5928 + +Learning task Classification analysis + +Target variable Categorical Class + +Target variable stats +Value Frequency Coverage +EDIBLE 3168 0.534413 +POISONOUS 2760 0.465587 + +Evaluated variable pairs 50 +Informative variable pairs 21 + + +Variables pairs statistics + +Rank Name 1 Name 2 DeltaLevel Level Level 1 Level 2 Variables Parts 1 Parts 2 Cells Constr. cost Prep. cost Data cost +R01 CapColor StalkRoot 0.352146 0.532987 0.0368621 0.143978 2 6 5 21 11.0633 132.449 1771.12 +R02 CapColor RingType 0.265184 0.58571 0.0368621 0.283664 2 5 3 13 11.0633 99.6344 1587.78 +R03 Bruise CapColor 0.211493 0.406451 0.158096 0.0368621 2 2 6 11 11.0633 85.6909 2336.64 +R04 CapColor GillSize 0.163883 0.42967 0.0368621 0.228924 2 7 2 14 11.0633 95.2983 2231.84 +R05 CapColor SporePrintColor 0.160414 0.677116 0.0368621 0.47984 2 6 3 16 11.0633 115.331 1197.35 +R06 CapColor CapSurface 0.146092 0.211683 0.0368621 0.0287294 2 7 4 20 11.0633 129.303 3091.53 +R07 GillColor StalkShape 0.135646 0.545198 0.402066 0.00748534 2 6 2 12 11.0633 94.8412 1758.66 +R08 CapColor StalkShape 0.119269 0.163616 0.0368621 0.00748534 2 6 2 12 11.0633 88.6932 3329.2 +R09 CapColor StalkColorBelowRing 0.102462 0.362979 0.0368621 0.223656 2 6 5 19 11.0633 132.918 2467.64 +R10 CapColor Population 0.102457 0.34888 0.0368621 0.20956 2 5 5 21 11.0633 126.696 2531.66 +R11 CapColor GillColor 0.0844779 0.523406 0.0368621 0.402066 2 6 9 43 11.0633 233.463 1709.38 +R12 CapColor StalkSurfaceAboveRing 0.0840931 0.406822 0.0368621 0.285867 2 5 3 14 11.0633 98.1479 2322.66 +R13 GillColor StalkRoot 0.0830978 0.629143 0.402066 0.143978 2 5 4 17 11.0633 120.111 1389.24 +R14 CapColor StalkSurfaceBelowRing 0.0816494 0.391255 0.0368621 0.272744 2 6 4 19 11.0633 122.328 2362.3 +R15 CapColor Habitat 0.0790073 0.271257 0.0368621 0.155388 2 7 6 30 11.0633 165.282 2811.31 +R16 CapColor StalkColorAboveRing 0.0727801 0.355581 0.0368621 0.245938 2 5 5 18 11.0633 124.831 2506.06 +R17 CapColor CapShape 0.0411068 0.1198 0.0368621 0.0418307 2 6 4 21 11.0633 128.488 3469.04 +R18 CapSurface GillColor 0.0264251 0.457221 0.0287294 0.402066 2 3 10 27 11.0633 165.437 2048.75 +R19 CapColor RingNumber 0.0165939 0.0823395 0.0368621 0.0288836 2 5 3 13 11.0633 79.6597 3671.44 +R20 GillColor GillSpacing 0.00457008 0.53188 0.402066 0.125243 2 10 2 18 11.0633 118.931 1789.18 +R21 CapColor GillAttachment 0.00295091 0.0507279 0.0368621 0.0109149 2 5 2 8 11.0633 60.0761 3820.63 +R22 CapColor VeilColor -0.000400769 0.0550811 0.0368621 0.0186198 2 5 2 7 11.0633 61.0485 3801.81 +R23 GillColor RingNumber -0.00175819 0.429192 0.402066 0.0288836 2 7 3 13 11.0633 95.2351 2233.87 +R24 GillAttachment GillColor -0.00608092 0.4069 0.0109149 0.402066 2 2 6 9 11.0633 74.5967 2345.89 +R25 GillColor VeilColor -0.0110393 0.409647 0.402066 0.0186198 2 6 3 10 11.0633 77.9598 2331.27 +R26 CapShape GillColor -0.0114079 0.432489 0.0418307 0.402066 2 4 7 20 11.0633 139.084 2176.5 +R27 CapColor Odor -0.0128661 0.924794 0.0368621 0.900798 2 4 3 11 11.0633 88.3698 208.891 +R28 CapColor GillSpacing -0.0165024 0.145603 0.0368621 0.125243 2 5 2 9 11.0633 70.5769 3421.17 +R29 GillColor StalkColorBelowRing -0.0227689 0.602953 0.402066 0.223656 2 5 5 17 11.0633 130.308 1486.42 +R30 GillColor RingType -0.0271761 0.658554 0.402066 0.283664 2 5 3 14 11.0633 103.762 1285.01 +R31 GillColor Habitat -0.0312589 0.526196 0.402066 0.155388 2 6 6 28 11.0633 166.146 1765.26 +R32 GillColor Population -0.0408284 0.570798 0.402066 0.20956 2 8 4 24 11.0633 151.132 1597.42 +R33 GillColor StalkColorAboveRing -0.0481246 0.59988 0.402066 0.245938 2 5 5 17 11.0633 128.369 1500.95 +R34 RingType StalkSurfaceBelowRing -0.053593 0.502815 0.283664 0.272744 2 2 3 6 11.0633 50.4382 1976.83 +R35 RingType StalkSurfaceAboveRing -0.0740106 0.49552 0.283664 0.285867 2 3 3 7 11.0633 54.912 2002.26 +R36 Bruise GillColor -0.0936894 0.466473 0.158096 0.402066 2 2 8 15 11.0633 110.714 2065.54 +R37 GillColor StalkSurfaceBelowRing -0.115085 0.559725 0.402066 0.272744 2 6 4 18 11.0633 121.302 1672.65 +R38 GillColor StalkSurfaceAboveRing -0.129002 0.558931 0.402066 0.285867 2 7 3 17 11.0633 119.873 1677.33 +R39 GillColor GillSize -0.129647 0.501344 0.402066 0.228924 2 6 2 12 11.0633 88.9095 1944.39 +R40 RingType SporePrintColor -0.136293 0.627211 0.283664 0.47984 2 2 3 6 11.0633 56.5365 1460.74 +R41 GillColor SporePrintColor -0.196156 0.68575 0.402066 0.47984 2 5 3 14 11.0633 109.644 1167.64 +R42 StalkSurfaceAboveRing StalkSurfaceBelowRing -0.197033 0.361578 0.285867 0.272744 2 3 3 7 11.0633 50.5295 2555.77 +R43 SporePrintColor StalkSurfaceBelowRing -0.22888 0.523704 0.47984 0.272744 2 4 3 10 11.0633 77.9931 1863.63 +R44 Odor StalkColorAboveRing -0.240559 0.906178 0.900798 0.245938 2 3 3 6 11.0633 62.0062 311.577 +R45 SporePrintColor StalkSurfaceAboveRing -0.243239 0.522468 0.47984 0.285867 2 5 4 11 11.0633 81.5203 1865.17 +R46 Odor StalkSurfaceBelowRing -0.262424 0.911118 0.900798 0.272744 2 3 3 8 11.0633 65.1073 288.221 +R47 Odor StalkSurfaceAboveRing -0.284717 0.901948 0.900798 0.285867 2 3 2 5 11.0633 51.0336 339.892 +R48 Odor RingType -0.284775 0.899688 0.900798 0.283664 1 3 1 3 7.97229 36.1035 367.179 +R49 GillColor Odor -0.375657 0.927207 0.402066 0.900798 2 3 3 7 11.0633 70.7279 216.64 +R50 Odor SporePrintColor -0.42134 0.959298 0.900798 0.47984 2 2 3 5 11.0633 54.3386 101.465 + + +-------------------------------------------------------------------------------- + +Variables pairs detailed statistics +(Pairs with two jointly informative variables) + + +Rank R01 +Variables + Type Name + Categorical CapColor + Categorical StalkRoot + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{BROWN, CINNAMON} 1656 0.279352 2 BROWN CINNAMON +{GRAY} 1484 0.250337 1 GRAY +{RED} 1074 0.181174 1 RED +{WHITE, PINK, PURPLE, ...} 851 0.143556 4 WHITE PINK PURPLE GREEN * +{YELLOW} 733 0.12365 1 YELLOW +{BUFF} 130 0.0219298 1 BUFF +StalkRoot +Group Frequency Coverage Size Value list +{BULBOUS} 2649 0.446862 1 BULBOUS +{?} 1765 0.29774 1 ? +{EQUAL} 979 0.165148 1 EQUAL +{CLUB} 408 0.0688259 1 CLUB +{ROOTED} 127 0.0214238 1 ROOTED * + +Cell frequencies + StalkRoot +CapColor {BULBOUS} {?} {EQUAL} {CLUB} {ROOTED} Total Coverage +{BROWN, CINNAMON} 474 789 301 27 65 1656 0.279352 +{GRAY} 963 100 421 0 0 1484 0.250337 +{RED} 401 667 0 6 0 1074 0.181174 +{WHITE, PINK, PURPLE, ...} 239 163 257 192 0 851 0.143556 +{YELLOW} 480 8 0 183 62 733 0.12365 +{BUFF} 92 38 0 0 0 130 0.0219298 +Total 2649 1765 979 408 127 5928 +Coverage 0.446862 0.29774 0.165148 0.0688259 0.0214238 + +Cells 21 +Cell Id CapColor StalkRoot EDIBLE POISONOUS Interest Frequency Coverage +C9 {RED} {?} 0.0449775 0.955022 0.166605 667 0.112517 +C1 {BROWN, CINNAMON} {BULBOUS} 1 0 0.129063 474 0.0799595 +C14 {GRAY} {EQUAL} 1 0 0.114632 421 0.0710189 +C3 {RED} {BULBOUS} 1 0 0.109186 401 0.0676451 +C5 {YELLOW} {BULBOUS} 0.0645833 0.935417 0.107663 480 0.0809717 +C7 {BROWN, CINNAMON} {?} 0.2218 0.7782 0.070184 789 0.133097 +C22 {WHITE, PINK, PURPLE, ...} {CLUB} 1 0 0.0522787 192 0.0323887 +C10 {WHITE, PINK, PURPLE, ...} {?} 1 0 0.0443825 163 0.0274966 +C23 {YELLOW} {CLUB} 0.972678 0.0273224 0.0401629 183 0.0308704 +C6 {BUFF} {BULBOUS} 0 1 0.0305621 92 0.0155196 +C4 {WHITE, PINK, PURPLE, ...} {BULBOUS} 0.179916 0.820084 0.0278739 239 0.0403171 +C8 {GRAY} {?} 1 0 0.0272285 100 0.0168691 +C25 {BROWN, CINNAMON} {ROOTED} 1 0 0.0176985 65 0.0109649 +C29 {YELLOW} {ROOTED} 1 0 0.0168817 62 0.0104588 +C12 {BUFF} {?} 1 0 0.0103468 38 0.00641026 +C2 {GRAY} {BULBOUS} 0.426791 0.573209 0.0097191 963 0.162449 +C19 {BROWN, CINNAMON} {CLUB} 0 1 0.00896931 27 0.00455466 +C13 {BROWN, CINNAMON} {EQUAL} 0.694352 0.305648 0.00695231 301 0.050776 +C16 {WHITE, PINK, PURPLE, ...} {EQUAL} 0.680934 0.319066 0.00495999 257 0.0433536 +C11 {YELLOW} {?} 0 1 0.00265757 8 0.00134953 +C21 {RED} {CLUB} 0 1 0.00199318 6 0.00101215 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R02 +Variables + Type Name + Categorical CapColor + Categorical RingType + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{RED, YELLOW} 1807 0.304825 2 RED YELLOW +{BROWN} 1624 0.273954 1 BROWN +{GRAY, CINNAMON, PURPLE, ...} 1539 0.259615 4 GRAY CINNAMON PURPLE GREEN * +{WHITE} 731 0.123313 1 WHITE +{BUFF, PINK} 227 0.0382928 2 BUFF PINK +RingType +Group Frequency Coverage Size Value list +{PENDANT} 2787 0.470142 1 PENDANT +{EVANESCENT, FLARING} 2220 0.374494 2 EVANESCENT FLARING +{LARGE, NONE} 921 0.155364 2 LARGE NONE * + +Cell frequencies + RingType +CapColor {PENDANT} {EVANESCENT, FLARING} {LARGE, NONE} Total Coverage +{RED, YELLOW} 672 680 455 1807 0.304825 +{BROWN} 749 857 18 1624 0.273954 +{GRAY, CINNAMON, PURPLE, ...} 663 428 448 1539 0.259615 +{WHITE} 542 189 0 731 0.123313 +{BUFF, PINK} 161 66 0 227 0.0382928 +Total 2787 2220 921 5928 +Coverage 0.470142 0.374494 0.155364 + +Cells 13 +Cell Id CapColor RingType EDIBLE POISONOUS Interest Frequency Coverage +C1 {RED, YELLOW} {PENDANT} 1 0 0.169132 672 0.11336 +C6 {RED, YELLOW} {EVANESCENT, FLARING} 0.0441176 0.955882 0.157753 680 0.11471 +C11 {RED, YELLOW} {LARGE, NONE} 0 1 0.139714 455 0.0767544 +C13 {GRAY, CINNAMON, PURPLE, ...} {LARGE, NONE} 0 1 0.137564 448 0.0755735 +C8 {GRAY, CINNAMON, PURPLE, ...} {EVANESCENT, FLARING} 1 0 0.107721 428 0.0721997 +C2 {BROWN} {PENDANT} 0.87717 0.12283 0.0815299 749 0.12635 +C3 {GRAY, CINNAMON, PURPLE, ...} {PENDANT} 0.829563 0.170437 0.0515325 663 0.111842 +C9 {WHITE} {EVANESCENT, FLARING} 1 0 0.0475683 189 0.0318826 +C7 {BROWN} {EVANESCENT, FLARING} 0.283547 0.716453 0.0444378 857 0.144568 +C5 {BUFF, PINK} {PENDANT} 0.0372671 0.962733 0.0388121 161 0.0271592 +C10 {BUFF, PINK} {EVANESCENT, FLARING} 1 0 0.0166111 66 0.0111336 +C12 {BROWN} {LARGE, NONE} 0 1 0.00552713 18 0.00303644 +C4 {WHITE} {PENDANT} 0.603321 0.396679 0.00209747 542 0.0914305 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R03 +Variables + Type Name + Categorical Bruise + Categorical CapColor + +Variables stats +Bruise +Group Frequency Coverage Size Value list +{NO} 3568 0.601889 1 NO +{BRUISES} 2360 0.398111 1 BRUISES * +CapColor +Group Frequency Coverage Size Value list +{RED, YELLOW} 1807 0.304825 2 RED YELLOW +{BROWN} 1624 0.273954 1 BROWN +{GRAY, CINNAMON} 1516 0.255735 2 GRAY CINNAMON +{WHITE, PURPLE, GREEN} 754 0.127193 3 WHITE PURPLE GREEN * +{BUFF} 130 0.0219298 1 BUFF +{PINK} 97 0.016363 1 PINK + +Cell frequencies + CapColor +Bruise {RED, YELLOW} {BROWN} {GRAY, CINNAMON} {WHITE, PURPLE, GREEN} {BUFF} {PINK} Total Coverage +{NO} 1105 1028 1036 352 0 47 3568 0.601889 +{BRUISES} 702 596 480 402 130 50 2360 0.398111 +Total 1807 1624 1516 754 130 97 5928 +Coverage 0.304825 0.273954 0.255735 0.127193 0.0219298 0.016363 + +Cells 11 +Cell Id Bruise CapColor EDIBLE POISONOUS Interest Frequency Coverage +C1 {NO} {RED, YELLOW} 0 1 0.487078 1105 0.186404 +C2 {BRUISES} {RED, YELLOW} 1 0 0.253631 702 0.118421 +C4 {BRUISES} {BROWN} 0.845638 0.154362 0.0748033 596 0.10054 +C6 {BRUISES} {GRAY, CINNAMON} 0.866667 0.133333 0.0698285 480 0.0809717 +C7 {NO} {WHITE, PURPLE, GREEN} 0.880682 0.119318 0.0563179 352 0.0593792 +C3 {NO} {BROWN} 0.385214 0.614786 0.0265483 1028 0.173414 +C11 {NO} {PINK} 0 1 0.0207173 47 0.00792848 +C10 {BRUISES} {BUFF} 0.292308 0.707692 0.00899146 130 0.0219298 +C12 {BRUISES} {PINK} 0.68 0.32 0.0012638 50 0.00843455 +C8 {BRUISES} {WHITE, PURPLE, GREEN} 0.569652 0.430348 0.000580797 402 0.0678138 +C5 {NO} {GRAY, CINNAMON} 0.52027 0.47973 0.000239824 1036 0.174764 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R04 +Variables + Type Name + Categorical CapColor + Categorical GillSize + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{BROWN} 1624 0.273954 1 BROWN +{GRAY} 1484 0.250337 1 GRAY +{RED} 1074 0.181174 1 RED +{YELLOW, BUFF} 863 0.14558 2 YELLOW BUFF +{WHITE} 731 0.123313 1 WHITE +{PINK} 97 0.016363 1 PINK +{CINNAMON, PURPLE, GREEN} 55 0.009278 3 CINNAMON PURPLE GREEN * +GillSize +Group Frequency Coverage Size Value list +{BROAD} 4121 0.695175 1 BROAD +{NARROW} 1807 0.304825 1 NARROW * + +Cell frequencies + GillSize +CapColor {BROAD} {NARROW} Total Coverage +{BROWN} 849 775 1624 0.273954 +{GRAY} 1401 83 1484 0.250337 +{RED} 437 637 1074 0.181174 +{YELLOW, BUFF} 819 44 863 0.14558 +{WHITE} 551 180 731 0.123313 +{PINK} 50 47 97 0.016363 +{CINNAMON, PURPLE, GREEN} 14 41 55 0.009278 +Total 4121 1807 5928 +Coverage 0.695175 0.304825 + +Cells 14 +Cell Id CapColor GillSize EDIBLE POISONOUS Interest Frequency Coverage +C10 {RED} {NARROW} 0 1 0.265416 637 0.107456 +C1 {BROWN} {BROAD} 0.978799 0.0212014 0.243789 849 0.143219 +C8 {BROWN} {NARROW} 0.0890323 0.910968 0.190883 775 0.130735 +C3 {RED} {BROAD} 0.98627 0.01373 0.132424 437 0.0737179 +C5 {WHITE} {BROAD} 0.84392 0.15608 0.0645671 551 0.0929487 +C4 {YELLOW, BUFF} {BROAD} 0.339438 0.660562 0.0343705 819 0.138158 +C13 {PINK} {NARROW} 0 1 0.0195833 47 0.00792848 +C2 {GRAY} {BROAD} 0.640971 0.359029 0.0177373 1401 0.236336 +C14 {CINNAMON, PURPLE, GREEN} {NARROW} 1 0 0.0140023 41 0.00691633 +C12 {WHITE} {NARROW} 0.283333 0.716667 0.0126873 180 0.0303644 +C11 {YELLOW, BUFF} {NARROW} 0.704545 0.295455 0.00144749 44 0.0074224 +C9 {GRAY} {NARROW} 0.409639 0.590361 0.00141384 83 0.0140013 +C6 {PINK} {BROAD} 0.68 0.32 0.00119462 50 0.00843455 +C7 {CINNAMON, PURPLE, GREEN} {BROAD} 0.357143 0.642857 0.000484246 14 0.00236167 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R05 +Variables + Type Name + Categorical CapColor + Categorical SporePrintColor + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{RED, YELLOW} 1807 0.304825 2 RED YELLOW +{BROWN, PURPLE, GREEN} 1647 0.277834 3 BROWN PURPLE GREEN * +{GRAY, BUFF} 1614 0.272267 2 GRAY BUFF +{WHITE} 731 0.123313 1 WHITE +{PINK} 97 0.016363 1 PINK +{CINNAMON} 32 0.00539811 1 CINNAMON +SporePrintColor +Group Frequency Coverage Size Value list +{BROWN, BLACK, PURPLE} 2928 0.493927 3 BROWN BLACK PURPLE +{WHITE} 1711 0.28863 1 WHITE +{CHOCOLATE, GREEN, BUFF, ...} 1289 0.217443 5 CHOCOLATE GREEN BUFF ORANGE YELLOW * + +Cell frequencies + SporePrintColor +CapColor {BROWN, BLACK, PURPLE} {WHITE} {CHOCOLATE, GREEN, BUFF, ...} Total Coverage +{RED, YELLOW} 672 686 449 1807 0.304825 +{BROWN, PURPLE, GREEN} 805 713 129 1647 0.277834 +{GRAY, BUFF} 876 143 595 1614 0.272267 +{WHITE} 528 103 100 731 0.123313 +{PINK} 47 34 16 97 0.016363 +{CINNAMON} 0 32 0 32 0.00539811 +Total 2928 1711 1289 5928 +Coverage 0.493927 0.28863 0.217443 + +Cells 16 +Cell Id CapColor SporePrintColor EDIBLE POISONOUS Interest Frequency Coverage +C15 {GRAY, BUFF} {CHOCOLATE, GREEN, BUFF, ...} 0 1 0.158098 595 0.100371 +C1 {RED, YELLOW} {BROWN, BLACK, PURPLE} 1 0 0.146355 672 0.11336 +C7 {RED, YELLOW} {WHITE} 0.0437318 0.956268 0.13801 686 0.115722 +C3 {GRAY, BUFF} {BROWN, BLACK, PURPLE} 0.944064 0.0559361 0.127475 876 0.147773 +C13 {RED, YELLOW} {CHOCOLATE, GREEN, BUFF, ...} 0 1 0.119304 449 0.0757422 +C8 {BROWN, PURPLE, GREEN} {WHITE} 0.113604 0.886396 0.0978436 713 0.120277 +C2 {BROWN, PURPLE, GREEN} {BROWN, BLACK, PURPLE} 0.885714 0.114286 0.0802924 805 0.135796 +C9 {GRAY, BUFF} {WHITE} 1 0 0.031144 143 0.0241228 +C14 {BROWN, PURPLE, GREEN} {CHOCOLATE, GREEN, BUFF, ...} 1 0 0.0280949 129 0.0217611 +C4 {WHITE} {BROWN, BLACK, PURPLE} 0.765152 0.234848 0.0209026 528 0.0890688 +C10 {WHITE} {WHITE} 0.951456 0.0485437 0.0157193 103 0.0173752 +C5 {PINK} {BROWN, BLACK, PURPLE} 0 1 0.0124884 47 0.00792848 +C16 {WHITE} {CHOCOLATE, GREEN, BUFF, ...} 0.14 0.86 0.0118244 100 0.0168691 +C11 {PINK} {WHITE} 1 0 0.00740486 34 0.00573549 +C17 {PINK} {CHOCOLATE, GREEN, BUFF, ...} 0 1 0.00425138 16 0.00269906 +C12 {CINNAMON} {WHITE} 0.71875 0.28125 0.000792289 32 0.00539811 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R06 +Variables + Type Name + Categorical CapColor + Categorical CapSurface + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{BROWN, CINNAMON} 1656 0.279352 2 BROWN CINNAMON +{GRAY} 1484 0.250337 1 GRAY +{RED} 1074 0.181174 1 RED +{YELLOW} 733 0.12365 1 YELLOW +{WHITE} 731 0.123313 1 WHITE +{BUFF, PINK} 227 0.0382928 2 BUFF PINK +{PURPLE, GREEN} 23 0.00387989 2 PURPLE GREEN * +CapSurface +Group Frequency Coverage Size Value list +{SCALY} 2282 0.384953 1 SCALY +{SMOOTH} 1932 0.325911 1 SMOOTH +{FIBROUS} 1711 0.28863 1 FIBROUS +{GROOVES} 3 0.000506073 1 GROOVES * + +Cell frequencies + CapSurface +CapColor {SCALY} {SMOOTH} {FIBROUS} {GROOVES} Total Coverage +{BROWN, CINNAMON} 701 601 354 0 1656 0.279352 +{GRAY} 426 341 717 0 1484 0.250337 +{RED} 539 338 197 0 1074 0.181174 +{YELLOW} 380 111 242 0 733 0.12365 +{WHITE} 159 389 180 3 731 0.123313 +{BUFF, PINK} 54 152 21 0 227 0.0382928 +{PURPLE, GREEN} 23 0 0 0 23 0.00387989 +Total 2282 1932 1711 3 5928 +Coverage 0.384953 0.325911 0.28863 0.000506073 + +Cells 20 +Cell Id CapColor CapSurface EDIBLE POISONOUS Interest Frequency Coverage +C10 {RED} {SMOOTH} 0.0414201 0.95858 0.206193 338 0.0570175 +C15 {BROWN, CINNAMON} {FIBROUS} 0.985876 0.0141243 0.204177 354 0.0597166 +C18 {YELLOW} {FIBROUS} 0.0495868 0.950413 0.141085 242 0.0408232 +C17 {RED} {FIBROUS} 1 0 0.128432 197 0.0332321 +C11 {YELLOW} {SMOOTH} 1 0 0.0723653 111 0.0187247 +C19 {WHITE} {FIBROUS} 0.872222 0.127778 0.04908 180 0.0303644 +C9 {GRAY} {SMOOTH} 0.733138 0.266862 0.0295425 341 0.0575236 +C13 {BUFF, PINK} {SMOOTH} 0.236842 0.763158 0.0291614 152 0.025641 +C16 {GRAY} {FIBROUS} 0.662483 0.337517 0.025174 717 0.120951 +C3 {RED} {SCALY} 0.408163 0.591837 0.0179458 539 0.0909244 +C4 {YELLOW} {SCALY} 0.389474 0.610526 0.0167036 380 0.0641026 +C20 {BUFF, PINK} {FIBROUS} 0 1 0.0167032 21 0.00354251 +C8 {BROWN, CINNAMON} {SMOOTH} 0.424293 0.575707 0.0152073 601 0.101383 +C7 {PURPLE, GREEN} {SCALY} 1 0 0.0149946 23 0.00387989 +C12 {WHITE} {SMOOTH} 0.642674 0.357326 0.00970831 389 0.0656208 +C1 {BROWN, CINNAMON} {SCALY} 0.455064 0.544936 0.00919972 701 0.118252 +C5 {WHITE} {SCALY} 0.685535 0.314465 0.00782744 159 0.0268219 +C26 {WHITE} {GROOVES} 0 1 0.00238617 3 0.000506073 +C2 {GRAY} {SCALY} 0.485915 0.514085 0.00208887 426 0.0718623 +C6 {BUFF, PINK} {SCALY} 0.666667 0.333333 0.00202428 54 0.00910931 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R07 +Variables + Type Name + Categorical GillColor + Categorical StalkShape + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{PINK, GRAY} 1597 0.269399 2 PINK GRAY +{BUFF, RED, ORANGE} 1357 0.228914 3 BUFF RED ORANGE +{BROWN, BLACK, YELLOW} 1173 0.197874 3 BROWN BLACK YELLOW +{WHITE} 872 0.147099 1 WHITE +{CHOCOLATE, GREEN} 577 0.0973347 2 CHOCOLATE GREEN * +{PURPLE} 352 0.0593792 1 PURPLE +StalkShape +Group Frequency Coverage Size Value list +{TAPERING} 3459 0.583502 1 TAPERING +{ENLARGING} 2469 0.416498 1 ENLARGING * + +Cell frequencies + StalkShape +GillColor {TAPERING} {ENLARGING} Total Coverage +{PINK, GRAY} 579 1018 1597 0.269399 +{BUFF, RED, ORANGE} 1241 116 1357 0.228914 +{BROWN, BLACK, YELLOW} 683 490 1173 0.197874 +{WHITE} 403 469 872 0.147099 +{CHOCOLATE, GREEN} 246 331 577 0.0973347 +{PURPLE} 307 45 352 0.0593792 +Total 3459 2469 5928 +Coverage 0.583502 0.416498 + +Cells 12 +Cell Id GillColor StalkShape EDIBLE POISONOUS Interest Frequency Coverage +C2 {BUFF, RED, ORANGE} {TAPERING} 0 1 0.410066 1241 0.209345 +C3 {BROWN, BLACK, YELLOW} {TAPERING} 1 0 0.184983 683 0.115216 +C11 {CHOCOLATE, GREEN} {ENLARGING} 0.0332326 0.966767 0.0878566 331 0.0558367 +C6 {PURPLE} {TAPERING} 1 0 0.0831474 307 0.0517881 +C1 {PINK, GRAY} {TAPERING} 0.880829 0.119171 0.0695115 579 0.0976721 +C7 {PINK, GRAY} {ENLARGING} 0.304519 0.695481 0.0474469 1018 0.171727 +C4 {WHITE} {TAPERING} 0.836228 0.163772 0.0354127 403 0.0679825 +C8 {BUFF, RED, ORANGE} {ENLARGING} 1 0 0.0314173 116 0.0195682 +C10 {WHITE} {ENLARGING} 0.776119 0.223881 0.0254776 469 0.0791161 +C9 {BROWN, BLACK, YELLOW} {ENLARGING} 0.7 0.3 0.0120902 490 0.0826586 +C5 {CHOCOLATE, GREEN} {TAPERING} 0.723577 0.276423 0.00799127 246 0.041498 +C12 {PURPLE} {ENLARGING} 0.2 0.8 0.00459977 45 0.00759109 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R08 +Variables + Type Name + Categorical CapColor + Categorical StalkShape + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{BROWN, CINNAMON} 1656 0.279352 2 BROWN CINNAMON +{GRAY} 1484 0.250337 1 GRAY +{RED, PURPLE, GREEN} 1097 0.185054 3 RED PURPLE GREEN * +{YELLOW, PINK} 830 0.140013 2 YELLOW PINK +{WHITE} 731 0.123313 1 WHITE +{BUFF} 130 0.0219298 1 BUFF +StalkShape +Group Frequency Coverage Size Value list +{TAPERING} 3459 0.583502 1 TAPERING +{ENLARGING} 2469 0.416498 1 ENLARGING * + +Cell frequencies + StalkShape +CapColor {TAPERING} {ENLARGING} Total Coverage +{BROWN, CINNAMON} 1182 474 1656 0.279352 +{GRAY} 857 627 1484 0.250337 +{RED, PURPLE, GREEN} 1038 59 1097 0.185054 +{YELLOW, PINK} 31 799 830 0.140013 +{WHITE} 280 451 731 0.123313 +{BUFF} 71 59 130 0.0219298 +Total 3459 2469 5928 +Coverage 0.583502 0.416498 + +Cells 12 +Cell Id CapColor StalkShape EDIBLE POISONOUS Interest Frequency Coverage +C2 {GRAY} {TAPERING} 0.925321 0.0746791 0.432787 857 0.144568 +C8 {GRAY} {ENLARGING} 0.221691 0.778309 0.174692 627 0.105769 +C10 {YELLOW, PINK} {ENLARGING} 0.342929 0.657071 0.0806525 799 0.134784 +C6 {BUFF} {TAPERING} 0 1 0.07382 71 0.0119771 +C3 {RED, PURPLE, GREEN} {TAPERING} 0.38632 0.61368 0.0622882 1038 0.175101 +C7 {BROWN, CINNAMON} {ENLARGING} 0.727848 0.272152 0.0507492 474 0.0799595 +C5 {WHITE} {TAPERING} 0.757143 0.242857 0.0402597 280 0.0472335 +C4 {YELLOW, PINK} {TAPERING} 1 0 0.0264184 31 0.00522942 +C9 {RED, PURPLE, GREEN} {ENLARGING} 0.898305 0.101695 0.0250215 59 0.00995277 +C11 {WHITE} {ENLARGING} 0.674058 0.325942 0.024693 451 0.0760796 +C1 {BROWN, CINNAMON} {TAPERING} 0.489002 0.510998 0.0066433 1182 0.199393 +C12 {BUFF} {ENLARGING} 0.644068 0.355932 0.00197537 59 0.00995277 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R09 +Variables + Type Name + Categorical CapColor + Categorical StalkColorBelowRing + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{BROWN, CINNAMON} 1656 0.279352 2 BROWN CINNAMON +{GRAY} 1484 0.250337 1 GRAY +{RED, PINK} 1171 0.197537 2 RED PINK +{YELLOW, PURPLE, GREEN} 756 0.12753 3 YELLOW PURPLE GREEN * +{WHITE} 731 0.123313 1 WHITE +{BUFF} 130 0.0219298 1 BUFF +StalkColorBelowRing +Group Frequency Coverage Size Value list +{WHITE} 3303 0.557186 1 WHITE +{PINK, YELLOW} 1328 0.224022 2 PINK YELLOW * +{BROWN, BUFF} 664 0.112011 2 BROWN BUFF +{GRAY, ORANGE, RED} 600 0.101215 3 GRAY ORANGE RED +{CINNAMON} 33 0.0055668 1 CINNAMON + +Cell frequencies + StalkColorBelowRing +CapColor {WHITE} {PINK, YELLOW} {BROWN, BUFF} {GRAY, ORANGE, RED} {CINNAMON} Total Coverage +{BROWN, CINNAMON} 833 436 67 293 27 1656 0.279352 +{GRAY} 777 285 290 132 0 1484 0.250337 +{RED, PINK} 559 452 0 154 6 1171 0.197537 +{YELLOW, PURPLE, GREEN} 294 155 307 0 0 756 0.12753 +{WHITE} 731 0 0 0 0 731 0.123313 +{BUFF} 109 0 0 21 0 130 0.0219298 +Total 3303 1328 664 600 33 5928 +Coverage 0.557186 0.224022 0.112011 0.101215 0.0055668 + +Cells 19 +Cell Id CapColor StalkColorBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C16 {YELLOW, PURPLE, GREEN} {BROWN, BUFF} 0 1 0.146638 307 0.0517881 +C14 {GRAY} {BROWN, BUFF} 0 1 0.138518 290 0.0489204 +C4 {YELLOW, PURPLE, GREEN} {WHITE} 1 0 0.115102 294 0.0495951 +C19 {BROWN, CINNAMON} {GRAY, ORANGE, RED} 1 0 0.114711 293 0.0494265 +C2 {GRAY} {WHITE} 0.854569 0.145431 0.112601 777 0.131073 +C10 {YELLOW, PURPLE, GREEN} {PINK, YELLOW} 0 1 0.0740354 155 0.0261471 +C21 {RED, PINK} {GRAY, ORANGE, RED} 1 0 0.0602916 154 0.0259784 +C20 {GRAY} {GRAY, ORANGE, RED} 1 0 0.0516785 132 0.0222672 +C9 {RED, PINK} {PINK, YELLOW} 0.287611 0.712389 0.0352473 452 0.0762483 +C3 {RED, PINK} {WHITE} 0.323792 0.676208 0.0314766 559 0.0942982 +C7 {BROWN, CINNAMON} {PINK, YELLOW} 0.309633 0.690367 0.0280486 436 0.0735493 +C5 {WHITE} {WHITE} 0.705882 0.294118 0.0280161 731 0.123313 +C6 {BUFF} {WHITE} 0.155963 0.844037 0.0211153 109 0.0183873 +C13 {BROWN, CINNAMON} {BROWN, BUFF} 0.940299 0.0597015 0.0171082 67 0.0113023 +C25 {BROWN, CINNAMON} {CINNAMON} 0 1 0.0128965 27 0.00455466 +C24 {BUFF} {GRAY, ORANGE, RED} 1 0 0.00822158 21 0.00354251 +C27 {RED, PINK} {CINNAMON} 0 1 0.00286589 6 0.00101215 +C8 {GRAY} {PINK, YELLOW} 0.477193 0.522807 0.00116802 285 0.0480769 +C1 {BROWN, CINNAMON} {WHITE} 0.518607 0.481393 0.000260945 833 0.14052 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R10 +Variables + Type Name + Categorical CapColor + Categorical Population + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{BROWN, RED, WHITE} 3429 0.578441 3 BROWN RED WHITE +{GRAY} 1484 0.250337 1 GRAY +{YELLOW} 733 0.12365 1 YELLOW +{BUFF, PINK} 227 0.0382928 2 BUFF PINK +{CINNAMON, PURPLE, GREEN} 55 0.009278 3 CINNAMON PURPLE GREEN * +Population +Group Frequency Coverage Size Value list +{SEVERAL} 2890 0.487517 1 SEVERAL +{SOLITARY} 1178 0.198718 1 SOLITARY +{SCATTERED} 966 0.162955 1 SCATTERED +{ABUNDANT, NUMEROUS} 650 0.109649 2 ABUNDANT NUMEROUS +{CLUSTERED} 244 0.0411606 1 CLUSTERED * + +Cell frequencies + Population +CapColor {SEVERAL} {SOLITARY} {SCATTERED} {ABUNDANT, NUMEROUS} {CLUSTERED} Total Coverage +{BROWN, RED, WHITE} 1983 470 492 320 164 3429 0.578441 +{GRAY} 512 436 296 240 0 1484 0.250337 +{YELLOW} 263 257 118 90 5 733 0.12365 +{BUFF, PINK} 99 2 60 0 66 227 0.0382928 +{CINNAMON, PURPLE, GREEN} 33 13 0 0 9 55 0.009278 +Total 2890 1178 966 650 244 5928 +Coverage 0.487517 0.198718 0.162955 0.109649 0.0411606 + +Cells 21 +Cell Id CapColor Population EDIBLE POISONOUS Interest Frequency Coverage +C6 {BROWN, RED, WHITE} {SOLITARY} 1 0 0.191548 470 0.0792848 +C1 {BROWN, RED, WHITE} {SEVERAL} 0.288452 0.711548 0.159842 1983 0.334514 +C16 {BROWN, RED, WHITE} {ABUNDANT, NUMEROUS} 1 0 0.130416 320 0.0539811 +C17 {GRAY} {ABUNDANT, NUMEROUS} 1 0 0.0978119 240 0.0404858 +C3 {YELLOW} {SEVERAL} 0.117871 0.882129 0.0659522 263 0.0443657 +C8 {YELLOW} {SOLITARY} 0.124514 0.875486 0.0620944 257 0.0433536 +C13 {YELLOW} {SCATTERED} 1 0 0.0480908 118 0.0199055 +C12 {GRAY} {SCATTERED} 0.834459 0.165541 0.0386334 296 0.0499325 +C4 {BUFF, PINK} {SEVERAL} 0.040404 0.959596 0.0379696 99 0.0167004 +C18 {YELLOW} {ABUNDANT, NUMEROUS} 1 0 0.0366794 90 0.0151822 +C14 {BUFF, PINK} {SCATTERED} 0 1 0.0298334 60 0.0101215 +C24 {BUFF, PINK} {CLUSTERED} 1 0 0.0268983 66 0.0111336 +C11 {BROWN, RED, WHITE} {SCATTERED} 0.711382 0.288618 0.0209506 492 0.082996 +C21 {BROWN, RED, WHITE} {CLUSTERED} 0.823171 0.176829 0.0196715 164 0.0276653 +C5 {CINNAMON, PURPLE, GREEN} {SEVERAL} 1 0 0.0134491 33 0.0055668 +C2 {GRAY} {SEVERAL} 0.433594 0.566406 0.00678535 512 0.0863698 +C10 {CINNAMON, PURPLE, GREEN} {SOLITARY} 1 0 0.00529814 13 0.00219298 +C25 {CINNAMON, PURPLE, GREEN} {CLUSTERED} 0 1 0.00447501 9 0.00151822 +C23 {YELLOW} {CLUSTERED} 0 1 0.00248612 5 0.000843455 +C9 {BUFF, PINK} {SOLITARY} 1 0 0.000815099 2 0.000337382 +C7 {GRAY} {SOLITARY} 0.511468 0.488532 0.000299497 436 0.0735493 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R11 +Variables + Type Name + Categorical CapColor + Categorical GillColor + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{BROWN, PURPLE, GREEN} 1647 0.277834 3 BROWN PURPLE GREEN * +{GRAY, CINNAMON} 1516 0.255735 2 GRAY CINNAMON +{RED} 1074 0.181174 1 RED +{YELLOW} 733 0.12365 1 YELLOW +{WHITE} 731 0.123313 1 WHITE +{BUFF, PINK} 227 0.0382928 2 BUFF PINK +GillColor +Group Frequency Coverage Size Value list +{BUFF} 1241 0.209345 1 BUFF +{PINK} 1080 0.182186 1 PINK +{WHITE} 872 0.147099 1 WHITE +{BROWN} 758 0.127868 1 BROWN +{GRAY, YELLOW} 586 0.0988529 2 GRAY YELLOW +{CHOCOLATE} 559 0.0942982 1 CHOCOLATE +{PURPLE, ORANGE, GREEN} 421 0.0710189 3 PURPLE ORANGE GREEN * +{BLACK} 346 0.0583671 1 BLACK +{RED} 65 0.0109649 1 RED + +Cell frequencies + GillColor +CapColor {BUFF} {PINK} {WHITE} {BROWN} {GRAY, YELLOW} {CHOCOLATE} {PURPLE, ORANGE, GREEN} {BLACK} {RED} Total Coverage +{BROWN, PURPLE, GREEN} 604 198 240 234 68 46 160 81 16 1647 0.277834 +{GRAY, CINNAMON} 0 409 197 210 203 276 121 100 0 1516 0.255735 +{RED} 637 99 121 103 3 0 95 0 16 1074 0.181174 +{YELLOW} 0 185 90 61 192 151 0 54 0 733 0.12365 +{WHITE} 0 155 148 137 98 61 21 111 0 731 0.123313 +{BUFF, PINK} 0 34 76 13 22 25 24 0 33 227 0.0382928 +Total 1241 1080 872 758 586 559 421 346 65 5928 +Coverage 0.209345 0.182186 0.147099 0.127868 0.0988529 0.0942982 0.0710189 0.0583671 0.0109649 + +Cells 43 +Cell Id CapColor GillColor EDIBLE POISONOUS Interest Frequency Coverage +C3 {RED} {BUFF} 0 1 0.20894 637 0.107456 +C1 {BROWN, PURPLE, GREEN} {BUFF} 0 1 0.198115 604 0.101889 +C34 {YELLOW} {CHOCOLATE} 0 1 0.0495289 151 0.0254723 +C37 {BROWN, PURPLE, GREEN} {PURPLE, ORANGE, GREEN} 1 0 0.043016 160 0.0269906 +C20 {GRAY, CINNAMON} {BROWN} 0.942857 0.0571429 0.0374325 210 0.0354251 +C19 {BROWN, PURPLE, GREEN} {BROWN} 0.893162 0.106838 0.0302678 234 0.0394737 +C7 {BROWN, PURPLE, GREEN} {PINK} 0.909091 0.0909091 0.0284164 198 0.0334008 +C21 {RED} {BROWN} 1 0 0.0276915 103 0.0173752 +C44 {GRAY, CINNAMON} {BLACK} 1 0 0.026885 100 0.0168691 +C15 {RED} {WHITE} 0.975207 0.0247934 0.0266781 121 0.0204116 +C9 {RED} {PINK} 1 0 0.0266161 99 0.0167004 +C39 {RED} {PURPLE, ORANGE, GREEN} 1 0 0.0255407 95 0.0160256 +C14 {GRAY, CINNAMON} {WHITE} 0.878173 0.121827 0.0230617 197 0.0332321 +C26 {GRAY, CINNAMON} {GRAY, YELLOW} 0.197044 0.802956 0.0209925 203 0.0342443 +C10 {YELLOW} {PINK} 0.183784 0.816216 0.0207999 185 0.0312078 +C13 {BROWN, PURPLE, GREEN} {WHITE} 0.820833 0.179167 0.0186554 240 0.0404858 +C28 {YELLOW} {GRAY, YELLOW} 0.223958 0.776042 0.0166169 192 0.0323887 +C22 {YELLOW} {BROWN} 1 0 0.0163998 61 0.0102901 +C38 {GRAY, CINNAMON} {PURPLE, ORANGE, GREEN} 0.892562 0.107438 0.0155895 121 0.0204116 +C46 {YELLOW} {BLACK} 1 0 0.0145179 54 0.00910931 +C31 {BROWN, PURPLE, GREEN} {CHOCOLATE} 1 0 0.0123671 46 0.00775978 +C12 {BUFF, PINK} {PINK} 0 1 0.0111522 34 0.00573549 +C16 {YELLOW} {WHITE} 0.877778 0.122222 0.0105078 90 0.0151822 +C54 {BUFF, PINK} {RED} 1 0 0.00887205 33 0.0055668 +C36 {BUFF, PINK} {CHOCOLATE} 0 1 0.00820014 25 0.00421727 +C47 {WHITE} {BLACK} 0.810811 0.189189 0.00798344 111 0.0187247 +C42 {BUFF, PINK} {PURPLE, ORANGE, GREEN} 0 1 0.00787214 24 0.00404858 +C29 {WHITE} {GRAY, YELLOW} 0.816327 0.183673 0.00735819 98 0.0165317 +C30 {BUFF, PINK} {GRAY, YELLOW} 0 1 0.00721613 22 0.0037112 +C23 {WHITE} {BROWN} 0.766423 0.233577 0.00677338 137 0.0231107 +C25 {BROWN, PURPLE, GREEN} {GRAY, YELLOW} 0.852941 0.147059 0.0066899 68 0.011471 +C32 {GRAY, CINNAMON} {CHOCOLATE} 0.373188 0.626812 0.00620231 276 0.0465587 +C49 {BROWN, PURPLE, GREEN} {RED} 1 0 0.0043016 16 0.00269906 +C51 {RED} {RED} 1 0 0.0043016 16 0.00269906 +C24 {BUFF, PINK} {BROWN} 0 1 0.00426408 13 0.00219298 +C41 {WHITE} {PURPLE, ORANGE, GREEN} 0.190476 0.809524 0.00226418 21 0.00354251 +C11 {WHITE} {PINK} 0.658065 0.341935 0.00208949 155 0.0261471 +C43 {BROWN, PURPLE, GREEN} {BLACK} 0.703704 0.296296 0.00207636 81 0.013664 +C17 {WHITE} {WHITE} 0.641892 0.358108 0.001501 148 0.0249663 +C27 {RED} {GRAY, YELLOW} 0 1 0.000984017 3 0.000506073 +C35 {WHITE} {CHOCOLATE} 0.655738 0.344262 0.000791155 61 0.0102901 +C8 {GRAY, CINNAMON} {PINK} 0.569682 0.430318 0.000440472 409 0.0689946 +C18 {BUFF, PINK} {WHITE} 0.513158 0.486842 2.95557e-05 76 0.0128205 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R12 +Variables + Type Name + Categorical CapColor + Categorical StalkSurfaceAboveRing + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{BROWN, RED} 2698 0.455128 2 BROWN RED +{GRAY, CINNAMON} 1516 0.255735 2 GRAY CINNAMON +{YELLOW, PURPLE, GREEN} 756 0.12753 3 YELLOW PURPLE GREEN * +{WHITE} 731 0.123313 1 WHITE +{BUFF, PINK} 227 0.0382928 2 BUFF PINK +StalkSurfaceAboveRing +Group Frequency Coverage Size Value list +{SMOOTH} 3753 0.633097 1 SMOOTH +{SILKY} 1653 0.278846 1 SILKY +{FIBROUS, SCALY} 522 0.0880567 2 FIBROUS SCALY * + +Cell frequencies + StalkSurfaceAboveRing +CapColor {SMOOTH} {SILKY} {FIBROUS, SCALY} Total Coverage +{BROWN, RED} 1931 650 117 2698 0.455128 +{GRAY, CINNAMON} 776 499 241 1516 0.255735 +{YELLOW, PURPLE, GREEN} 294 457 5 756 0.12753 +{WHITE} 559 47 125 731 0.123313 +{BUFF, PINK} 193 0 34 227 0.0382928 +Total 3753 1653 522 5928 +Coverage 0.633097 0.278846 0.0880567 + +Cells 14 +Cell Id CapColor StalkSurfaceAboveRing EDIBLE POISONOUS Interest Frequency Coverage +C6 {BROWN, RED} {SILKY} 0 1 0.283763 650 0.109649 +C8 {YELLOW, PURPLE, GREEN} {SILKY} 0 1 0.199507 457 0.0770918 +C2 {GRAY, CINNAMON} {SMOOTH} 0.900773 0.0992268 0.140428 776 0.130904 +C7 {GRAY, CINNAMON} {SILKY} 0.102204 0.897796 0.119817 499 0.0841768 +C3 {YELLOW, PURPLE, GREEN} {SMOOTH} 1 0 0.1052 294 0.0495951 +C11 {BROWN, RED} {FIBROUS, SCALY} 1 0 0.0418655 117 0.0197368 +C12 {GRAY, CINNAMON} {FIBROUS, SCALY} 0.850622 0.149378 0.0310424 241 0.0406545 +C1 {BROWN, RED} {SMOOTH} 0.62869 0.37131 0.0199921 1931 0.325742 +C9 {WHITE} {SILKY} 1 0 0.0168178 47 0.00792848 +C15 {BUFF, PINK} {FIBROUS, SCALY} 0 1 0.014843 34 0.00573549 +C4 {WHITE} {SMOOTH} 0.677996 0.322004 0.0136025 559 0.0942982 +C5 {BUFF, PINK} {SMOOTH} 0.373057 0.626943 0.00578199 193 0.0325574 +C14 {WHITE} {FIBROUS, SCALY} 0.72 0.28 0.00515652 125 0.0210864 +C13 {YELLOW, PURPLE, GREEN} {FIBROUS, SCALY} 0 1 0.00218279 5 0.000843455 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R13 +Variables + Type Name + Categorical GillColor + Categorical StalkRoot + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{BROWN, PURPLE, BLACK} 1456 0.245614 3 BROWN PURPLE BLACK +{PINK, YELLOW, RED, ...} 1265 0.213394 4 PINK YELLOW RED ORANGE +{BUFF} 1241 0.209345 1 BUFF +{CHOCOLATE, GRAY, GREEN} 1094 0.184548 3 CHOCOLATE GRAY GREEN * +{WHITE} 872 0.147099 1 WHITE +StalkRoot +Group Frequency Coverage Size Value list +{BULBOUS} 2649 0.446862 1 BULBOUS +{?, ROOTED} 1892 0.319163 2 ? ROOTED * +{EQUAL} 979 0.165148 1 EQUAL +{CLUB} 408 0.0688259 1 CLUB + +Cell frequencies + StalkRoot +GillColor {BULBOUS} {?, ROOTED} {EQUAL} {CLUB} Total Coverage +{BROWN, PURPLE, BLACK} 690 86 495 185 1456 0.245614 +{PINK, YELLOW, RED, ...} 716 284 245 20 1265 0.213394 +{BUFF} 0 1241 0 0 1241 0.209345 +{CHOCOLATE, GRAY, GREEN} 733 76 195 90 1094 0.184548 +{WHITE} 510 205 44 113 872 0.147099 +Total 2649 1892 979 408 5928 +Coverage 0.446862 0.319163 0.165148 0.0688259 + +Cells 17 +Cell Id GillColor StalkRoot EDIBLE POISONOUS Interest Frequency Coverage +C8 {BUFF} {?, ROOTED} 0 1 0.353226 1241 0.209345 +C4 {CHOCOLATE, GRAY, GREEN} {BULBOUS} 0 1 0.208634 733 0.12365 +C1 {BROWN, PURPLE, BLACK} {BULBOUS} 0.9 0.1 0.0810006 690 0.116397 +C7 {PINK, YELLOW, RED, ...} {?, ROOTED} 1 0 0.0662564 284 0.0479082 +C14 {CHOCOLATE, GRAY, GREEN} {EQUAL} 1 0 0.0454929 195 0.0328947 +C16 {BROWN, PURPLE, BLACK} {CLUB} 1 0 0.04316 185 0.0312078 +C5 {WHITE} {BULBOUS} 0.821569 0.178431 0.0345939 510 0.0860324 +C11 {BROWN, PURPLE, BLACK} {EQUAL} 0.810101 0.189899 0.0307218 495 0.083502 +C10 {WHITE} {?, ROOTED} 0.912195 0.0878049 0.0260478 205 0.0345816 +C19 {CHOCOLATE, GRAY, GREEN} {CLUB} 1 0 0.0209967 90 0.0151822 +C12 {PINK, YELLOW, RED, ...} {EQUAL} 0.853061 0.146939 0.0209336 245 0.0413293 +C6 {BROWN, PURPLE, BLACK} {?, ROOTED} 1 0 0.0200635 86 0.0145074 +C9 {CHOCOLATE, GRAY, GREEN} {?, ROOTED} 1 0 0.0177306 76 0.0128205 +C15 {WHITE} {EQUAL} 0 1 0.0125237 44 0.0074224 +C20 {WHITE} {CLUB} 0.840708 0.159292 0.00883767 113 0.0190621 +C17 {PINK, YELLOW, RED, ...} {CLUB} 0 1 0.0056926 20 0.00337382 +C2 {PINK, YELLOW, RED, ...} {BULBOUS} 0.446927 0.553073 0.00408821 716 0.120783 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R14 +Variables + Type Name + Categorical CapColor + Categorical StalkSurfaceBelowRing + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{BROWN, PURPLE, GREEN} 1647 0.277834 3 BROWN PURPLE GREEN * +{GRAY, CINNAMON} 1516 0.255735 2 GRAY CINNAMON +{RED} 1074 0.181174 1 RED +{YELLOW} 733 0.12365 1 YELLOW +{WHITE} 731 0.123313 1 WHITE +{BUFF, PINK} 227 0.0382928 2 BUFF PINK +StalkSurfaceBelowRing +Group Frequency Coverage Size Value list +{SMOOTH} 3587 0.605094 1 SMOOTH +{SILKY} 1604 0.27058 1 SILKY +{FIBROUS} 544 0.0917679 1 FIBROUS +{SCALY} 193 0.0325574 1 SCALY * + +Cell frequencies + StalkSurfaceBelowRing +CapColor {SMOOTH} {SILKY} {FIBROUS} {SCALY} Total Coverage +{BROWN, PURPLE, GREEN} 1109 304 131 103 1647 0.277834 +{GRAY, CINNAMON} 785 487 235 9 1516 0.255735 +{RED} 755 313 0 6 1074 0.181174 +{YELLOW} 209 449 0 75 733 0.12365 +{WHITE} 539 51 141 0 731 0.123313 +{BUFF, PINK} 190 0 37 0 227 0.0382928 +Total 3587 1604 544 193 5928 +Coverage 0.605094 0.27058 0.0917679 0.0325574 + +Cells 19 +Cell Id CapColor StalkSurfaceBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C10 {YELLOW} {SILKY} 0 1 0.201464 449 0.0757422 +C9 {RED} {SILKY} 0 1 0.140441 313 0.0528003 +C2 {GRAY, CINNAMON} {SMOOTH} 0.894268 0.105732 0.139914 785 0.132422 +C7 {BROWN, PURPLE, GREEN} {SILKY} 0 1 0.136403 304 0.0512821 +C8 {GRAY, CINNAMON} {SILKY} 0.0985626 0.901437 0.122613 487 0.0821525 +C4 {YELLOW} {SMOOTH} 1 0 0.0768644 209 0.0352564 +C13 {BROWN, PURPLE, GREEN} {FIBROUS} 1 0 0.0481782 131 0.0220985 +C14 {GRAY, CINNAMON} {FIBROUS} 0.87234 0.12766 0.036176 235 0.0396424 +C11 {WHITE} {SILKY} 1 0 0.0187564 51 0.00860324 +C1 {BROWN, PURPLE, GREEN} {SMOOTH} 0.646528 0.353472 0.0167614 1109 0.187078 +C18 {BUFF, PINK} {FIBROUS} 0 1 0.0166017 37 0.00624157 +C5 {WHITE} {SMOOTH} 0.667904 0.332096 0.0116166 539 0.0909244 +C22 {YELLOW} {SCALY} 0.826667 0.173333 0.00833543 75 0.0126518 +C17 {WHITE} {FIBROUS} 0.744681 0.255319 0.00775319 141 0.0237854 +C6 {BUFF, PINK} {SMOOTH} 0.378947 0.621053 0.00542704 190 0.0320513 +C19 {BROWN, PURPLE, GREEN} {SCALY} 0.728155 0.271845 0.00477481 103 0.0173752 +C20 {GRAY, CINNAMON} {SCALY} 0 1 0.00403825 9 0.00151822 +C21 {RED} {SCALY} 0 1 0.00269217 6 0.00101215 +C3 {RED} {SMOOTH} 0.570861 0.429139 0.00118806 755 0.127362 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R15 +Variables + Type Name + Categorical CapColor + Categorical Habitat + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{RED, WHITE} 1805 0.304487 2 RED WHITE +{BROWN} 1624 0.273954 1 BROWN +{GRAY} 1484 0.250337 1 GRAY +{YELLOW} 733 0.12365 1 YELLOW +{BUFF, PINK} 227 0.0382928 2 BUFF PINK +{CINNAMON} 32 0.00539811 1 CINNAMON +{PURPLE, GREEN} 23 0.00387989 2 PURPLE GREEN * +Habitat +Group Frequency Coverage Size Value list +{WOODS} 2224 0.375169 1 WOODS +{GRASSES} 1684 0.284076 1 GRASSES +{LEAVES, URBAN} 872 0.147099 2 LEAVES URBAN +{PATHS} 799 0.134784 1 PATHS +{MEADOWS} 220 0.037112 1 MEADOWS +{WASTE} 129 0.0217611 1 WASTE * + +Cell frequencies + Habitat +CapColor {WOODS} {GRASSES} {LEAVES, URBAN} {PATHS} {MEADOWS} {WASTE} Total Coverage +{RED, WHITE} 706 452 298 208 111 30 1805 0.304487 +{BROWN} 641 254 451 245 0 33 1624 0.273954 +{GRAY} 604 658 68 154 0 0 1484 0.250337 +{YELLOW} 194 261 5 181 92 0 733 0.12365 +{BUFF, PINK} 47 59 32 6 17 66 227 0.0382928 +{CINNAMON} 9 0 18 5 0 0 32 0.00539811 +{PURPLE, GREEN} 23 0 0 0 0 0 23 0.00387989 +Total 2224 1684 872 799 220 129 5928 +Coverage 0.375169 0.284076 0.147099 0.134784 0.037112 0.0217611 + +Cells 30 +Cell Id CapColor Habitat EDIBLE POISONOUS Interest Frequency Coverage +C15 {RED, WHITE} {LEAVES, URBAN} 0 1 0.183105 298 0.0502699 +C22 {RED, WHITE} {PATHS} 0 1 0.127805 208 0.0350877 +C24 {GRAY} {PATHS} 0.0324675 0.967532 0.0763429 154 0.0259784 +C23 {BROWN} {PATHS} 0.155102 0.844898 0.061364 245 0.0413293 +C8 {RED, WHITE} {GRASSES} 0.803097 0.196903 0.0572764 452 0.0762483 +C10 {GRAY} {GRASSES} 0.740122 0.259878 0.0473273 658 0.110999 +C4 {YELLOW} {WOODS} 0.159794 0.840206 0.0472623 194 0.032726 +C32 {YELLOW} {MEADOWS} 1 0 0.0463339 92 0.0155196 +C25 {YELLOW} {PATHS} 0.18232 0.81768 0.0384692 181 0.0305331 +C9 {BROWN} {GRASSES} 0.822835 0.177165 0.0375535 254 0.0428475 +C12 {BUFF, PINK} {GRASSES} 0 1 0.0362522 59 0.00995277 +C40 {BUFF, PINK} {WASTE} 1 0 0.0332396 66 0.0111336 +C29 {RED, WHITE} {MEADOWS} 0.918919 0.0810811 0.0317941 111 0.0187247 +C5 {BUFF, PINK} {WOODS} 0 1 0.0288789 47 0.00792848 +C19 {BUFF, PINK} {LEAVES, URBAN} 0 1 0.0196622 32 0.00539811 +C3 {GRAY} {WOODS} 0.672185 0.327815 0.0190122 604 0.101889 +C37 {BROWN} {WASTE} 1 0 0.0166198 33 0.0055668 +C36 {RED, WHITE} {WASTE} 1 0 0.0151089 30 0.00506073 +C1 {RED, WHITE} {WOODS} 0.640227 0.359773 0.0129952 706 0.119096 +C7 {PURPLE, GREEN} {WOODS} 1 0 0.0115835 23 0.00387989 +C2 {BROWN} {WOODS} 0.638066 0.361934 0.0113157 641 0.108131 +C33 {BUFF, PINK} {MEADOWS} 0 1 0.0104456 17 0.00286775 +C20 {CINNAMON} {LEAVES, URBAN} 1 0 0.00906533 18 0.00303644 +C6 {CINNAMON} {WOODS} 0 1 0.00553 9 0.00151822 +C11 {YELLOW} {GRASSES} 0.440613 0.559387 0.00369892 261 0.0440283 +C16 {BROWN} {LEAVES, URBAN} 0.467849 0.532151 0.00321737 451 0.0760796 +C18 {YELLOW} {LEAVES, URBAN} 0 1 0.00307222 5 0.000843455 +C26 {BUFF, PINK} {PATHS} 1 0 0.00302178 6 0.00101215 +C27 {CINNAMON} {PATHS} 1 0 0.00251815 5 0.000843455 +C17 {GRAY} {LEAVES, URBAN} 0.5 0.5 0.000129761 68 0.011471 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R16 +Variables + Type Name + Categorical CapColor + Categorical StalkColorAboveRing + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{BROWN} 1624 0.273954 1 BROWN +{GRAY} 1484 0.250337 1 GRAY +{RED, BUFF, PINK} 1301 0.219467 3 RED BUFF PINK +{YELLOW, CINNAMON, PURPLE, ...} 788 0.132928 4 YELLOW CINNAMON PURPLE GREEN * +{WHITE} 731 0.123313 1 WHITE +StalkColorAboveRing +Group Frequency Coverage Size Value list +{WHITE} 3361 0.56697 1 WHITE +{PINK} 1314 0.22166 1 PINK +{GRAY, ORANGE, RED} 615 0.103745 3 GRAY ORANGE RED +{BROWN, BUFF, YELLOW} 605 0.102058 3 BROWN BUFF YELLOW * +{CINNAMON} 33 0.0055668 1 CINNAMON + +Cell frequencies + StalkColorAboveRing +CapColor {WHITE} {PINK} {GRAY, ORANGE, RED} {BROWN, BUFF, YELLOW} {CINNAMON} Total Coverage +{BROWN} 862 429 305 10 18 1624 0.273954 +{GRAY} 779 289 129 287 0 1484 0.250337 +{RED, BUFF, PINK} 664 450 181 0 6 1301 0.219467 +{YELLOW, CINNAMON, PURPLE, ...} 325 146 0 308 9 788 0.132928 +{WHITE} 731 0 0 0 0 731 0.123313 +Total 3361 1314 615 605 33 5928 +Coverage 0.56697 0.22166 0.103745 0.102058 0.0055668 + +Cells 18 +Cell Id CapColor StalkColorAboveRing EDIBLE POISONOUS Interest Frequency Coverage +C19 {YELLOW, CINNAMON, PURPLE, ...} {BROWN, BUFF, YELLOW} 0 1 0.150556 308 0.0519568 +C17 {GRAY} {BROWN, BUFF, YELLOW} 0 1 0.140291 287 0.0484143 +C11 {BROWN} {GRAY, ORANGE, RED} 1 0 0.122202 305 0.0514507 +C2 {GRAY} {WHITE} 0.854942 0.145058 0.115836 779 0.13141 +C4 {YELLOW, CINNAMON, PURPLE, ...} {WHITE} 0.975385 0.0246154 0.106918 325 0.0548246 +C13 {RED, BUFF, PINK} {GRAY, ORANGE, RED} 1 0 0.0725196 181 0.0305331 +C9 {YELLOW, CINNAMON, PURPLE, ...} {PINK} 0 1 0.0713676 146 0.0246289 +C3 {RED, BUFF, PINK} {WHITE} 0.289157 0.710843 0.0523069 664 0.112011 +C12 {GRAY} {GRAY, ORANGE, RED} 1 0 0.0516852 129 0.0217611 +C8 {RED, BUFF, PINK} {PINK} 0.288889 0.711111 0.0355289 450 0.0759109 +C6 {BROWN} {PINK} 0.300699 0.699301 0.0305982 429 0.0723684 +C5 {WHITE} {WHITE} 0.705882 0.294118 0.0286714 731 0.123313 +C21 {BROWN} {CINNAMON} 0 1 0.00879875 18 0.00303644 +C24 {YELLOW, CINNAMON, PURPLE, ...} {CINNAMON} 0 1 0.00439938 9 0.00151822 +C16 {BROWN} {BROWN, BUFF, YELLOW} 1 0 0.00400661 10 0.00168691 +C23 {RED, BUFF, PINK} {CINNAMON} 0 1 0.00293292 6 0.00101215 +C7 {GRAY} {PINK} 0.474048 0.525952 0.00134895 289 0.0487517 +C1 {BROWN} {WHITE} 0.529002 0.470998 3.24104e-05 862 0.145412 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R17 +Variables + Type Name + Categorical CapColor + Categorical CapShape + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{GRAY, WHITE, CINNAMON} 2247 0.379049 3 GRAY WHITE CINNAMON +{BROWN} 1624 0.273954 1 BROWN +{RED} 1074 0.181174 1 RED +{YELLOW} 733 0.12365 1 YELLOW +{BUFF, PINK} 227 0.0382928 2 BUFF PINK +{PURPLE, GREEN} 23 0.00387989 2 PURPLE GREEN * +CapShape +Group Frequency Coverage Size Value list +{CONVEX} 2705 0.456309 1 CONVEX +{FLAT, CONICAL} 2300 0.387989 2 FLAT CONICAL * +{KNOBBED} 587 0.0990216 1 KNOBBED +{BELL, SUNKEN} 336 0.0566802 2 BELL SUNKEN + +Cell frequencies + CapShape +CapColor {CONVEX} {FLAT, CONICAL} {KNOBBED} {BELL, SUNKEN} Total Coverage +{GRAY, WHITE, CINNAMON} 1121 869 74 183 2247 0.379049 +{BROWN} 650 654 271 49 1624 0.273954 +{RED} 438 417 219 0 1074 0.181174 +{YELLOW} 374 272 2 85 733 0.12365 +{BUFF, PINK} 110 77 21 19 227 0.0382928 +{PURPLE, GREEN} 12 11 0 0 23 0.00387989 +Total 2705 2300 587 336 5928 +Coverage 0.456309 0.387989 0.0990216 0.0566802 + +Cells 21 +Cell Id CapColor CapShape EDIBLE POISONOUS Interest Frequency Coverage +C15 {RED} {KNOBBED} 0.0273973 0.972603 0.238319 219 0.0369433 +C10 {YELLOW} {FLAT, CONICAL} 0.158088 0.841912 0.142695 272 0.0458839 +C19 {GRAY, WHITE, CINNAMON} {BELL, SUNKEN} 0.945355 0.0546448 0.132369 183 0.0308704 +C14 {BROWN} {KNOBBED} 0.221402 0.778598 0.0953086 271 0.0457152 +C22 {YELLOW} {BELL, SUNKEN} 0.964706 0.0352941 0.0697285 85 0.0143387 +C13 {GRAY, WHITE, CINNAMON} {KNOBBED} 0.959459 0.0405405 0.0586449 74 0.0124831 +C20 {BROWN} {BELL, SUNKEN} 0.959184 0.0408163 0.0387624 49 0.00826586 +C5 {BUFF, PINK} {CONVEX} 0.236364 0.763636 0.0348718 110 0.018556 +C1 {GRAY, WHITE, CINNAMON} {CONVEX} 0.620874 0.379126 0.0292378 1121 0.189103 +C4 {YELLOW} {CONVEX} 0.390374 0.609626 0.0267355 374 0.0630904 +C23 {BUFF, PINK} {BELL, SUNKEN} 0 1 0.0248872 19 0.00320513 +C17 {BUFF, PINK} {KNOBBED} 1 0 0.022546 21 0.00354251 +C7 {GRAY, WHITE, CINNAMON} {FLAT, CONICAL} 0.611047 0.388953 0.0177694 869 0.146592 +C2 {BROWN} {CONVEX} 0.615385 0.384615 0.0148515 650 0.109649 +C6 {PURPLE, GREEN} {CONVEX} 1 0 0.0128835 12 0.00202429 +C12 {PURPLE, GREEN} {FLAT, CONICAL} 1 0 0.0118098 11 0.0018556 +C11 {BUFF, PINK} {FLAT, CONICAL} 0.324675 0.675325 0.0117884 77 0.0129892 +C8 {BROWN} {FLAT, CONICAL} 0.600917 0.399083 0.0100516 654 0.110324 +C16 {YELLOW} {KNOBBED} 0 1 0.00261971 2 0.000337382 +C9 {RED} {FLAT, CONICAL} 0.494005 0.505995 0.00233828 417 0.0703441 +C3 {RED} {CONVEX} 0.5 0.5 0.00178176 438 0.0738866 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R18 +Variables + Type Name + Categorical CapSurface + Categorical GillColor + +Variables stats +CapSurface +Group Frequency Coverage Size Value list +{SCALY} 2282 0.384953 1 SCALY +{SMOOTH} 1935 0.326417 2 SMOOTH * +{FIBROUS} 1711 0.28863 1 FIBROUS +GillColor +Group Frequency Coverage Size Value list +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{PINK} 1080 0.182186 1 PINK +{WHITE} 872 0.147099 1 WHITE +{BROWN} 758 0.127868 1 BROWN +{CHOCOLATE} 559 0.0942982 1 CHOCOLATE +{GRAY} 517 0.0872132 1 GRAY +{PURPLE} 352 0.0593792 1 PURPLE +{BLACK} 346 0.0583671 1 BLACK +{YELLOW, ORANGE} 120 0.0202429 2 YELLOW ORANGE +{RED} 65 0.0109649 1 RED + +Cell frequencies + GillColor +CapSurface {BUFF, GREEN} {PINK} {WHITE} {BROWN} {CHOCOLATE} {GRAY} {PURPLE} {BLACK} {YELLOW, ORANGE} {RED} Total Coverage +{SCALY} 624 372 400 247 158 202 157 71 20 31 2282 0.384953 +{SMOOTH} 635 248 235 232 157 109 18 167 100 34 1935 0.326417 +{FIBROUS} 0 460 237 279 244 206 177 108 0 0 1711 0.28863 +Total 1259 1080 872 758 559 517 352 346 120 65 5928 +Coverage 0.212382 0.182186 0.147099 0.127868 0.0942982 0.0872132 0.0593792 0.0583671 0.0202429 0.0109649 + +Cells 27 +Cell Id CapSurface GillColor EDIBLE POISONOUS Interest Frequency Coverage +C2 {SMOOTH} {BUFF, GREEN} 0 1 0.242849 635 0.107119 +C1 {SCALY} {BUFF, GREEN} 0 1 0.238642 624 0.105263 +C9 {FIBROUS} {WHITE} 0.966245 0.0337553 0.0573474 237 0.0399798 +C12 {FIBROUS} {BROWN} 0.939068 0.0609319 0.0565933 279 0.0470648 +C19 {SCALY} {PURPLE} 1 0 0.0492141 157 0.0264845 +C7 {SCALY} {WHITE} 0.845 0.155 0.0433581 400 0.0674764 +C13 {SCALY} {CHOCOLATE} 0.0696203 0.93038 0.0396958 158 0.0266532 +C10 {SCALY} {BROWN} 0.902834 0.097166 0.0396866 247 0.0416667 +C24 {FIBROUS} {BLACK} 1 0 0.0338543 108 0.0182186 +C26 {SMOOTH} {YELLOW, ORANGE} 1 0 0.0313466 100 0.0168691 +C21 {FIBROUS} {PURPLE} 0.898305 0.101695 0.0276109 177 0.0298583 +C18 {FIBROUS} {GRAY} 0.218447 0.781553 0.0215805 206 0.0347503 +C11 {SMOOTH} {BROWN} 0.823276 0.176724 0.021421 232 0.0391363 +C23 {SMOOTH} {BLACK} 0.868263 0.131737 0.0213105 167 0.0281714 +C16 {SCALY} {GRAY} 0.227723 0.772277 0.0198625 202 0.0340756 +C29 {SMOOTH} {RED} 1 0 0.0106578 34 0.00573549 +C28 {SCALY} {RED} 1 0 0.00971744 31 0.00522942 +C25 {SCALY} {YELLOW, ORANGE} 0 1 0.00764878 20 0.00337382 +C15 {FIBROUS} {CHOCOLATE} 0.364754 0.635246 0.0070876 244 0.0411606 +C20 {SMOOTH} {PURPLE} 0 1 0.0068839 18 0.00303644 +C6 {FIBROUS} {PINK} 0.647826 0.352174 0.00606581 460 0.0775978 +C17 {SMOOTH} {GRAY} 0.743119 0.256881 0.0050295 109 0.0183873 +C22 {SCALY} {BLACK} 0.676056 0.323944 0.001472 71 0.0119771 +C5 {SMOOTH} {PINK} 0.572581 0.427419 0.000364844 248 0.0418354 +C8 {SMOOTH} {WHITE} 0.570213 0.429787 0.000304051 235 0.0396424 +C4 {SCALY} {PINK} 0.55914 0.44086 0.000229273 372 0.062753 +C14 {SMOOTH} {CHOCOLATE} 0.566879 0.433121 0.000166983 157 0.0264845 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R19 +Variables + Type Name + Categorical CapColor + Categorical RingNumber + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{BROWN, GRAY} 3108 0.524291 2 BROWN GRAY +{RED, YELLOW} 1807 0.304825 2 RED YELLOW +{WHITE} 731 0.123313 1 WHITE +{BUFF, PINK} 227 0.0382928 2 BUFF PINK +{CINNAMON, PURPLE, GREEN} 55 0.009278 3 CINNAMON PURPLE GREEN * +RingNumber +Group Frequency Coverage Size Value list +{ONE} 5484 0.925101 1 ONE +{TWO} 411 0.069332 1 TWO +{NONE} 33 0.0055668 1 NONE * + +Cell frequencies + RingNumber +CapColor {ONE} {TWO} {NONE} Total Coverage +{BROWN, GRAY} 2939 151 18 3108 0.524291 +{RED, YELLOW} 1771 30 6 1807 0.304825 +{WHITE} 615 116 0 731 0.123313 +{BUFF, PINK} 118 109 0 227 0.0382928 +{CINNAMON, PURPLE, GREEN} 41 5 9 55 0.009278 +Total 5484 411 33 5928 +Coverage 0.925101 0.069332 0.0055668 + +Cells 13 +Cell Id CapColor RingNumber EDIBLE POISONOUS Interest Frequency Coverage +C6 {BROWN, GRAY} {TWO} 1 0 0.232375 151 0.0254723 +C4 {BUFF, PINK} {ONE} 0 1 0.221547 118 0.0199055 +C2 {RED, YELLOW} {ONE} 0.379447 0.620553 0.210301 1771 0.298752 +C3 {WHITE} {ONE} 0.679675 0.320325 0.0659088 615 0.103745 +C5 {CINNAMON, PURPLE, GREEN} {ONE} 1 0 0.0630951 41 0.00691633 +C8 {WHITE} {TWO} 0.844828 0.155172 0.0616526 116 0.0195682 +C7 {RED, YELLOW} {TWO} 1 0 0.0461671 30 0.00506073 +C11 {BROWN, GRAY} {NONE} 0 1 0.0337953 18 0.00303644 +C1 {BROWN, GRAY} {ONE} 0.571963 0.428037 0.0205434 2939 0.495783 +C15 {CINNAMON, PURPLE, GREEN} {NONE} 0 1 0.0168976 9 0.00151822 +C12 {RED, YELLOW} {NONE} 0 1 0.0112651 6 0.00101215 +C9 {BUFF, PINK} {TWO} 0.66055 0.33945 0.0087584 109 0.0183873 +C10 {CINNAMON, PURPLE, GREEN} {TWO} 1 0 0.00769452 5 0.000843455 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R20 +Variables + Type Name + Categorical GillColor + Categorical GillSpacing + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{PINK} 1080 0.182186 1 PINK +{WHITE} 872 0.147099 1 WHITE +{BROWN} 758 0.127868 1 BROWN +{CHOCOLATE} 559 0.0942982 1 CHOCOLATE +{GRAY} 517 0.0872132 1 GRAY +{PURPLE} 352 0.0593792 1 PURPLE +{BLACK} 346 0.0583671 1 BLACK +{RED, ORANGE} 116 0.0195682 2 RED ORANGE +{YELLOW} 69 0.0116397 1 YELLOW +GillSpacing +Group Frequency Coverage Size Value list +{CLOSE} 4794 0.808704 1 CLOSE +{CROWDED} 1134 0.191296 1 CROWDED * + +Cell frequencies + GillSpacing +GillColor {CLOSE} {CROWDED} Total Coverage +{BUFF, GREEN} 1259 0 1259 0.212382 +{PINK} 785 295 1080 0.182186 +{WHITE} 723 149 872 0.147099 +{BROWN} 531 227 758 0.127868 +{CHOCOLATE} 381 178 559 0.0942982 +{GRAY} 434 83 517 0.0872132 +{PURPLE} 334 18 352 0.0593792 +{BLACK} 164 182 346 0.0583671 +{RED, ORANGE} 116 0 116 0.0195682 +{YELLOW} 67 2 69 0.0116397 +Total 4794 1134 5928 +Coverage 0.808704 0.191296 + +Cells 18 +Cell Id GillColor GillSpacing EDIBLE POISONOUS Interest Frequency Coverage +C1 {BUFF, GREEN} {CLOSE} 0 1 0.423108 1259 0.212382 +C5 {CHOCOLATE} {CLOSE} 0.0288714 0.971129 0.105467 381 0.0642713 +C4 {BROWN} {CLOSE} 0.875706 0.124294 0.0626376 531 0.0895749 +C7 {PURPLE} {CLOSE} 0.946108 0.0538922 0.0622854 334 0.0563428 +C12 {PINK} {CROWDED} 0.945763 0.0542373 0.0548907 295 0.0497638 +C18 {BLACK} {CROWDED} 1 0 0.0501332 182 0.0307018 +C15 {CHOCOLATE} {CROWDED} 1 0 0.0490314 178 0.030027 +C3 {WHITE} {CLOSE} 0.77455 0.22545 0.0393965 723 0.121964 +C14 {BROWN} {CROWDED} 0.929515 0.0704846 0.0380623 227 0.0382928 +C6 {GRAY} {CLOSE} 0.246544 0.753456 0.0328086 434 0.0732119 +C9 {RED, ORANGE} {CLOSE} 1 0 0.031953 116 0.0195682 +C13 {WHITE} {CROWDED} 0.946309 0.0536913 0.0278219 149 0.025135 +C17 {PURPLE} {CROWDED} 0 1 0.0060492 18 0.00303644 +C8 {BLACK} {CLOSE} 0.72561 0.27439 0.00553991 164 0.0276653 +C16 {GRAY} {CROWDED} 0.783133 0.216867 0.00487376 83 0.0140013 +C2 {PINK} {CLOSE} 0.470064 0.529936 0.00286255 785 0.132422 +C10 {YELLOW} {CLOSE} 0.731343 0.268657 0.00240664 67 0.0113023 +C20 {YELLOW} {CROWDED} 0 1 0.000672134 2 0.000337382 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R21 +Variables + Type Name + Categorical CapColor + Categorical GillAttachment + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{RED, YELLOW, BUFF, ...} 2034 0.343117 4 RED YELLOW BUFF PINK +{BROWN} 1624 0.273954 1 BROWN +{GRAY} 1484 0.250337 1 GRAY +{WHITE, CINNAMON} 763 0.128711 2 WHITE CINNAMON +{PURPLE, GREEN} 23 0.00387989 2 PURPLE GREEN * +GillAttachment +Group Frequency Coverage Size Value list +{FREE} 5771 0.973516 1 FREE +{ATTACHED} 157 0.0264845 1 ATTACHED * + +Cell frequencies + GillAttachment +CapColor {FREE} {ATTACHED} Total Coverage +{RED, YELLOW, BUFF, ...} 2032 2 2034 0.343117 +{BROWN} 1474 150 1624 0.273954 +{GRAY} 1484 0 1484 0.250337 +{WHITE, CINNAMON} 758 5 763 0.128711 +{PURPLE, GREEN} 23 0 23 0.00387989 +Total 5771 157 5928 +Coverage 0.973516 0.0264845 + +Cells 8 +Cell Id CapColor GillAttachment EDIBLE POISONOUS Interest Frequency Coverage +C1 {RED, YELLOW, BUFF, ...} {FREE} 0.380906 0.619094 0.374775 2032 0.34278 +C7 {BROWN} {ATTACHED} 0.946667 0.0533333 0.248294 150 0.0253036 +C4 {WHITE, CINNAMON} {FREE} 0.711082 0.288918 0.192276 758 0.127868 +C3 {GRAY} {FREE} 0.628032 0.371968 0.103139 1484 0.250337 +C5 {PURPLE, GREEN} {FREE} 1 0 0.0560344 23 0.00387989 +C9 {WHITE, CINNAMON} {ATTACHED} 0 1 0.0148617 5 0.000843455 +C6 {RED, YELLOW, BUFF, ...} {ATTACHED} 0 1 0.00594468 2 0.000337382 +C2 {BROWN} {FREE} 0.514247 0.485753 0.00467614 1474 0.24865 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R22 +Variables + Type Name + Categorical CapColor + Categorical VeilColor + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{RED, YELLOW, BUFF, ...} 2034 0.343117 4 RED YELLOW BUFF PINK +{BROWN} 1624 0.273954 1 BROWN +{GRAY} 1484 0.250337 1 GRAY +{WHITE, CINNAMON} 763 0.128711 2 WHITE CINNAMON +{PURPLE, GREEN} 23 0.00387989 2 PURPLE GREEN * +VeilColor +Group Frequency Coverage Size Value list +{WHITE} 5781 0.975202 1 WHITE +{ORANGE, BROWN, YELLOW} 147 0.0247976 3 ORANGE BROWN YELLOW * + +Cell frequencies + VeilColor +CapColor {WHITE} {ORANGE, BROWN, YELLOW} Total Coverage +{RED, YELLOW, BUFF, ...} 2029 5 2034 0.343117 +{BROWN} 1482 142 1624 0.273954 +{GRAY} 1484 0 1484 0.250337 +{WHITE, CINNAMON} 763 0 763 0.128711 +{PURPLE, GREEN} 23 0 23 0.00387989 +Total 5781 147 5928 +Coverage 0.975202 0.0247976 + +Cells 7 +Cell Id CapColor VeilColor EDIBLE POISONOUS Interest Frequency Coverage +C1 {RED, YELLOW, BUFF, ...} {WHITE} 0.381469 0.618531 0.343723 2029 0.342274 +C7 {BROWN} {ORANGE, BROWN, YELLOW} 1 0 0.320123 142 0.0239541 +C4 {WHITE, CINNAMON} {WHITE} 0.706422 0.293578 0.169481 763 0.128711 +C3 {GRAY} {WHITE} 0.628032 0.371968 0.095439 1484 0.250337 +C5 {PURPLE, GREEN} {WHITE} 1 0 0.0518509 23 0.00387989 +C6 {RED, YELLOW, BUFF, ...} {ORANGE, BROWN, YELLOW} 0 1 0.0137521 5 0.000843455 +C2 {BROWN} {WHITE} 0.511471 0.488529 0.0056297 1482 0.25 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R23 +Variables + Type Name + Categorical GillColor + Categorical RingNumber + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{BROWN, PURPLE, BLACK} 1456 0.245614 3 BROWN PURPLE BLACK +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{PINK, RED} 1145 0.193151 2 PINK RED +{WHITE} 872 0.147099 1 WHITE +{CHOCOLATE} 559 0.0942982 1 CHOCOLATE +{GRAY} 517 0.0872132 1 GRAY +{YELLOW, ORANGE} 120 0.0202429 2 YELLOW ORANGE +RingNumber +Group Frequency Coverage Size Value list +{ONE} 5484 0.925101 1 ONE +{TWO} 411 0.069332 1 TWO +{NONE} 33 0.0055668 1 NONE * + +Cell frequencies + RingNumber +GillColor {ONE} {TWO} {NONE} Total Coverage +{BROWN, PURPLE, BLACK} 1456 0 0 1456 0.245614 +{BUFF, GREEN} 1241 18 0 1259 0.212382 +{PINK, RED} 1014 131 0 1145 0.193151 +{WHITE} 677 180 15 872 0.147099 +{CHOCOLATE} 559 0 0 559 0.0942982 +{GRAY} 435 82 0 517 0.0872132 +{YELLOW, ORANGE} 102 0 18 120 0.0202429 +Total 5484 411 33 5928 +Coverage 0.925101 0.069332 0.0055668 + +Cells 13 +Cell Id GillColor RingNumber EDIBLE POISONOUS Interest Frequency Coverage +C2 {BUFF, GREEN} {ONE} 0 1 0.516047 1241 0.209345 +C1 {BROWN, PURPLE, BLACK} {ONE} 0.888049 0.111951 0.230826 1456 0.245614 +C4 {WHITE} {ONE} 0.799114 0.200886 0.0562162 677 0.114204 +C10 {PINK, RED} {TWO} 1 0 0.0446495 131 0.0220985 +C6 {GRAY} {ONE} 0.245977 0.754023 0.0408577 435 0.0733806 +C7 {YELLOW, ORANGE} {ONE} 0.980392 0.0196078 0.0295606 102 0.0172065 +C11 {WHITE} {TWO} 0.888889 0.111111 0.0286955 180 0.0303644 +C5 {CHOCOLATE} {ONE} 0.338104 0.661896 0.0237396 559 0.0942982 +C9 {BUFF, GREEN} {TWO} 0 1 0.00748497 18 0.00303644 +C21 {YELLOW, ORANGE} {NONE} 0 1 0.00748497 18 0.00303644 +C13 {GRAY} {TWO} 0.792683 0.207317 0.00645824 82 0.0138327 +C18 {WHITE} {NONE} 0 1 0.00623747 15 0.00253036 +C3 {PINK, RED} {ONE} 0.573964 0.426036 0.00174209 1014 0.171053 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R24 +Variables + Type Name + Categorical GillAttachment + Categorical GillColor + +Variables stats +GillAttachment +Group Frequency Coverage Size Value list +{FREE} 5771 0.973516 1 FREE +{ATTACHED} 157 0.0264845 1 ATTACHED * +GillColor +Group Frequency Coverage Size Value list +{BROWN, PURPLE, BLACK, ...} 1507 0.254217 4 BROWN PURPLE BLACK ORANGE +{BUFF, YELLOW, GREEN} 1328 0.224022 3 BUFF YELLOW GREEN * +{PINK} 1080 0.182186 1 PINK +{CHOCOLATE, GRAY} 1076 0.181511 2 CHOCOLATE GRAY +{WHITE} 872 0.147099 1 WHITE +{RED} 65 0.0109649 1 RED + +Cell frequencies + GillColor +GillAttachment {BROWN, PURPLE, BLACK, ...} {BUFF, YELLOW, GREEN} {PINK} {CHOCOLATE, GRAY} {WHITE} {RED} Total Coverage +{FREE} 1414 1271 1080 1076 865 65 5771 0.973516 +{ATTACHED} 93 57 0 0 7 0 157 0.0264845 +Total 1507 1328 1080 1076 872 65 5928 +Coverage 0.254217 0.224022 0.182186 0.181511 0.147099 0.0109649 + +Cells 9 +Cell Id GillAttachment GillColor EDIBLE POISONOUS Interest Frequency Coverage +C3 {FREE} {BUFF, YELLOW, GREEN} 0 1 0.560656 1271 0.214406 +C1 {FREE} {BROWN, PURPLE, BLACK, ...} 0.884724 0.115276 0.232598 1414 0.238529 +C9 {FREE} {WHITE} 0.810405 0.189595 0.0833999 865 0.145918 +C7 {FREE} {CHOCOLATE, GRAY} 0.335502 0.664498 0.0497912 1076 0.181511 +C2 {ATTACHED} {BROWN, PURPLE, BLACK, ...} 1 0 0.033625 93 0.0156883 +C11 {FREE} {RED} 1 0 0.0235014 65 0.0109649 +C4 {ATTACHED} {BUFF, YELLOW, GREEN} 0.859649 0.140351 0.00790485 57 0.00961538 +C5 {FREE} {PINK} 0.6 0.4 0.0054359 1080 0.182186 +C10 {ATTACHED} {WHITE} 0 1 0.0030878 7 0.00118084 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R25 +Variables + Type Name + Categorical GillColor + Categorical VeilColor + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{BROWN, PURPLE, BLACK} 1456 0.245614 3 BROWN PURPLE BLACK +{BUFF, YELLOW, ORANGE, ...} 1379 0.232625 4 BUFF YELLOW ORANGE GREEN * +{PINK} 1080 0.182186 1 PINK +{CHOCOLATE, GRAY} 1076 0.181511 2 CHOCOLATE GRAY +{WHITE} 872 0.147099 1 WHITE +{RED} 65 0.0109649 1 RED +VeilColor +Group Frequency Coverage Size Value list +{WHITE} 5781 0.975202 1 WHITE +{ORANGE, BROWN} 142 0.0239541 2 ORANGE BROWN +{YELLOW} 5 0.000843455 1 YELLOW * + +Cell frequencies + VeilColor +GillColor {WHITE} {ORANGE, BROWN} {YELLOW} Total Coverage +{BROWN, PURPLE, BLACK} 1414 42 0 1456 0.245614 +{BUFF, YELLOW, ORANGE, ...} 1277 100 2 1379 0.232625 +{PINK} 1080 0 0 1080 0.182186 +{CHOCOLATE, GRAY} 1076 0 0 1076 0.181511 +{WHITE} 869 0 3 872 0.147099 +{RED} 65 0 0 65 0.0109649 +Total 5781 142 5 5928 +Coverage 0.975202 0.0239541 0.000843455 + +Cells 10 +Cell Id GillColor VeilColor EDIBLE POISONOUS Interest Frequency Coverage +C2 {BUFF, YELLOW, ORANGE, ...} {WHITE} 0 1 0.557988 1277 0.215418 +C1 {BROWN, PURPLE, BLACK} {WHITE} 0.884724 0.115276 0.230403 1414 0.238529 +C5 {WHITE} {WHITE} 0.806674 0.193326 0.0805813 869 0.146592 +C4 {CHOCOLATE, GRAY} {WHITE} 0.335502 0.664498 0.0493214 1076 0.181511 +C8 {BUFF, YELLOW, ORANGE, ...} {ORANGE, BROWN} 1 0 0.0358148 100 0.0168691 +C6 {RED} {WHITE} 1 0 0.0232796 65 0.0109649 +C7 {BROWN, PURPLE, BLACK} {ORANGE, BROWN} 1 0 0.0150422 42 0.00708502 +C3 {PINK} {WHITE} 0.6 0.4 0.00538461 1080 0.182186 +C17 {WHITE} {YELLOW} 0 1 0.00131086 3 0.000506073 +C14 {BUFF, YELLOW, ORANGE, ...} {YELLOW} 0 1 0.000873905 2 0.000337382 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R26 +Variables + Type Name + Categorical CapShape + Categorical GillColor + +Variables stats +CapShape +Group Frequency Coverage Size Value list +{CONVEX} 2705 0.456309 1 CONVEX +{FLAT} 2298 0.387652 1 FLAT +{KNOBBED, BELL, SUNKEN} 923 0.155702 3 KNOBBED BELL SUNKEN +{CONICAL} 2 0.000337382 1 CONICAL * +GillColor +Group Frequency Coverage Size Value list +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{BROWN, BLACK, RED, ...} 1220 0.205803 4 BROWN BLACK RED ORANGE +{PINK} 1080 0.182186 1 PINK +{WHITE, YELLOW} 941 0.158738 2 WHITE YELLOW +{CHOCOLATE} 559 0.0942982 1 CHOCOLATE +{GRAY} 517 0.0872132 1 GRAY +{PURPLE} 352 0.0593792 1 PURPLE + +Cell frequencies + GillColor +CapShape {BUFF, GREEN} {BROWN, BLACK, RED, ...} {PINK} {WHITE, YELLOW} {CHOCOLATE} {GRAY} {PURPLE} Total Coverage +{CONVEX} 419 595 549 401 283 266 192 2705 0.456309 +{FLAT} 421 461 484 344 276 152 160 2298 0.387652 +{KNOBBED, BELL, SUNKEN} 419 164 47 194 0 99 0 923 0.155702 +{CONICAL} 0 0 0 2 0 0 0 2 0.000337382 +Total 1259 1220 1080 941 559 517 352 5928 +Coverage 0.212382 0.205803 0.182186 0.158738 0.0942982 0.0872132 0.0593792 + +Cells 20 +Cell Id CapShape GillColor EDIBLE POISONOUS Interest Frequency Coverage +C2 {FLAT} {BUFF, GREEN} 0 1 0.170988 421 0.0710189 +C1 {CONVEX} {BUFF, GREEN} 0 1 0.170176 419 0.0706815 +C3 {KNOBBED, BELL, SUNKEN} {BUFF, GREEN} 0 1 0.170176 419 0.0706815 +C5 {CONVEX} {BROWN, BLACK, RED, ...} 0.863866 0.136134 0.0782299 595 0.100371 +C6 {FLAT} {BROWN, BLACK, RED, ...} 0.900217 0.0997831 0.0773317 461 0.0777665 +C7 {KNOBBED, BELL, SUNKEN} {BROWN, BLACK, RED, ...} 1 0 0.0545953 164 0.0276653 +C26 {FLAT} {PURPLE} 1 0 0.0532637 160 0.0269906 +C22 {FLAT} {GRAY} 0.0394737 0.960526 0.0478678 152 0.025641 +C13 {CONVEX} {WHITE, YELLOW} 0.840399 0.159601 0.044651 401 0.0676451 +C23 {KNOBBED, BELL, SUNKEN} {GRAY} 0.929293 0.0707071 0.0200329 99 0.0167004 +C21 {CONVEX} {GRAY} 0.278195 0.721805 0.0190589 266 0.0448718 +C25 {CONVEX} {PURPLE} 0.8125 0.1875 0.0173269 192 0.0323887 +C15 {KNOBBED, BELL, SUNKEN} {WHITE, YELLOW} 0.809278 0.190722 0.0170698 194 0.032726 +C14 {FLAT} {WHITE, YELLOW} 0.744186 0.255814 0.0170377 344 0.0580297 +C11 {KNOBBED, BELL, SUNKEN} {PINK} 1 0 0.0156462 47 0.00792848 +C17 {CONVEX} {CHOCOLATE} 0.335689 0.664311 0.0120344 283 0.0477395 +C18 {FLAT} {CHOCOLATE} 0.34058 0.65942 0.0111562 276 0.0465587 +C9 {CONVEX} {PINK} 0.588342 0.411658 0.00171664 549 0.0926113 +C10 {FLAT} {PINK} 0.57438 0.42562 0.000829378 484 0.0816464 +C16 {CONICAL} {WHITE, YELLOW} 0 1 0.000812294 2 0.000337382 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R27 +Variables + Type Name + Categorical CapColor + Categorical Odor + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{BROWN, GRAY, RED, ...} 4237 0.714744 6 BROWN GRAY RED CINNAMON PURPLE GREEN * +{YELLOW} 733 0.12365 1 YELLOW +{WHITE} 731 0.123313 1 WHITE +{BUFF, PINK} 227 0.0382928 2 BUFF PINK +Odor +Group Frequency Coverage Size Value list +{NONE} 2686 0.453104 1 NONE +{FOUL, SPICY, FISHY, ...} 2677 0.451586 6 FOUL SPICY FISHY PUNGENT CREOSOTE MUSTY * +{ALMOND, ANISE} 565 0.0953104 2 ALMOND ANISE + +Cell frequencies + Odor +CapColor {NONE} {FOUL, SPICY, FISHY, ...} {ALMOND, ANISE} Total Coverage +{BROWN, GRAY, RED, ...} 2254 1918 65 4237 0.714744 +{YELLOW} 13 449 271 733 0.12365 +{WHITE} 310 192 229 731 0.123313 +{BUFF, PINK} 109 118 0 227 0.0382928 +Total 2686 2677 565 5928 +Coverage 0.453104 0.451586 0.0953104 + +Cells 11 +Cell Id CapColor Odor EDIBLE POISONOUS Interest Frequency Coverage +C5 {BROWN, GRAY, RED, ...} {FOUL, SPICY, FISHY, ...} 0 1 0.377992 1918 0.323549 +C1 {BROWN, GRAY, RED, ...} {NONE} 0.995563 0.00443656 0.347913 2254 0.380229 +C6 {YELLOW} {FOUL, SPICY, FISHY, ...} 0 1 0.0884873 449 0.0757422 +C10 {YELLOW} {ALMOND, ANISE} 1 0 0.0437756 271 0.0457152 +C7 {WHITE} {FOUL, SPICY, FISHY, ...} 0 1 0.0378387 192 0.0323887 +C11 {WHITE} {ALMOND, ANISE} 1 0 0.0369912 229 0.0386302 +C3 {WHITE} {NONE} 0.925806 0.0741935 0.0297663 310 0.0522942 +C8 {BUFF, PINK} {FOUL, SPICY, FISHY, ...} 0 1 0.023255 118 0.0199055 +C9 {BROWN, GRAY, RED, ...} {ALMOND, ANISE} 1 0 0.0104997 65 0.0109649 +C2 {YELLOW} {NONE} 0 1 0.00256199 13 0.00219298 +C4 {BUFF, PINK} {NONE} 0.66055 0.33945 0.00091934 109 0.0183873 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R28 +Variables + Type Name + Categorical CapColor + Categorical GillSpacing + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{GRAY, WHITE} 2215 0.37365 2 GRAY WHITE +{BROWN, CINNAMON} 1656 0.279352 2 BROWN CINNAMON +{RED, PINK} 1171 0.197537 2 RED PINK +{YELLOW, BUFF} 863 0.14558 2 YELLOW BUFF +{PURPLE, GREEN} 23 0.00387989 2 PURPLE GREEN * +GillSpacing +Group Frequency Coverage Size Value list +{CLOSE} 4794 0.808704 1 CLOSE +{CROWDED} 1134 0.191296 1 CROWDED * + +Cell frequencies + GillSpacing +CapColor {CLOSE} {CROWDED} Total Coverage +{GRAY, WHITE} 1369 846 2215 0.37365 +{BROWN, CINNAMON} 1428 228 1656 0.279352 +{RED, PINK} 1147 24 1171 0.197537 +{YELLOW, BUFF} 827 36 863 0.14558 +{PURPLE, GREEN} 23 0 23 0.00387989 +Total 4794 1134 5928 +Coverage 0.808704 0.191296 + +Cells 9 +Cell Id CapColor GillSpacing EDIBLE POISONOUS Interest Frequency Coverage +C6 {GRAY, WHITE} {CROWDED} 0.94208 0.0579196 0.534474 846 0.142713 +C7 {BROWN, CINNAMON} {CROWDED} 1 0 0.218341 228 0.0384615 +C4 {YELLOW, BUFF} {CLOSE} 0.336155 0.663845 0.100684 827 0.139507 +C3 {RED, PINK} {CLOSE} 0.405405 0.594595 0.0585862 1147 0.193489 +C8 {RED, PINK} {CROWDED} 0 1 0.0280404 24 0.00404858 +C5 {PURPLE, GREEN} {CLOSE} 1 0 0.0220256 23 0.00387989 +C1 {GRAY, WHITE} {CLOSE} 0.47553 0.52447 0.014533 1369 0.230938 +C9 {YELLOW, BUFF} {CROWDED} 0.861111 0.138889 0.0133586 36 0.00607287 +C2 {BROWN, CINNAMON} {CLOSE} 0.486695 0.513305 0.00995781 1428 0.240891 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R29 +Variables + Type Name + Categorical GillColor + Categorical StalkColorBelowRing + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{WHITE, PURPLE, YELLOW, ...} 1344 0.226721 4 WHITE PURPLE YELLOW ORANGE +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{BROWN, BLACK, RED} 1169 0.1972 3 BROWN BLACK RED +{PINK} 1080 0.182186 1 PINK +{CHOCOLATE, GRAY} 1076 0.181511 2 CHOCOLATE GRAY +StalkColorBelowRing +Group Frequency Coverage Size Value list +{WHITE} 3303 0.557186 1 WHITE +{PINK, ORANGE, RED} 1518 0.256073 3 PINK ORANGE RED +{BROWN, BUFF} 664 0.112011 2 BROWN BUFF +{GRAY} 394 0.0664642 1 GRAY +{CINNAMON, YELLOW} 49 0.00826586 2 CINNAMON YELLOW * + +Cell frequencies + StalkColorBelowRing +GillColor {WHITE} {PINK, ORANGE, RED} {BROWN, BUFF} {GRAY} {CINNAMON, YELLOW} Total Coverage +{WHITE, PURPLE, YELLOW, ...} 677 341 70 207 49 1344 0.226721 +{BUFF, GREEN} 642 617 0 0 0 1259 0.212382 +{BROWN, BLACK, RED} 909 167 0 93 0 1169 0.1972 +{PINK} 592 199 195 94 0 1080 0.182186 +{CHOCOLATE, GRAY} 483 194 399 0 0 1076 0.181511 +Total 3303 1518 664 394 49 5928 +Coverage 0.557186 0.256073 0.112011 0.0664642 0.00826586 + +Cells 17 +Cell Id GillColor StalkColorBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C2 {BUFF, GREEN} {WHITE} 0 1 0.189436 642 0.1083 +C7 {BUFF, GREEN} {PINK, ORANGE, RED} 0 1 0.182059 617 0.104082 +C15 {CHOCOLATE, GRAY} {BROWN, BUFF} 0 1 0.117734 399 0.0673077 +C3 {BROWN, BLACK, RED} {WHITE} 0.860286 0.139714 0.0847002 909 0.15334 +C6 {WHITE, PURPLE, YELLOW, ...} {PINK, ORANGE, RED} 1 0 0.0824727 341 0.0575236 +C14 {PINK} {BROWN, BUFF} 0 1 0.057539 195 0.0328947 +C10 {CHOCOLATE, GRAY} {PINK, ORANGE, RED} 0 1 0.0572439 194 0.032726 +C16 {WHITE, PURPLE, YELLOW, ...} {GRAY} 1 0 0.0500641 207 0.034919 +C8 {BROWN, BLACK, RED} {PINK, ORANGE, RED} 1 0 0.0403898 167 0.0281714 +C4 {PINK} {WHITE} 0.768581 0.231419 0.026851 592 0.099865 +C1 {WHITE, PURPLE, YELLOW, ...} {WHITE} 0.747415 0.252585 0.0251523 677 0.114204 +C19 {PINK} {GRAY} 1 0 0.0227344 94 0.015857 +C18 {BROWN, BLACK, RED} {GRAY} 1 0 0.0224925 93 0.0156883 +C5 {CHOCOLATE, GRAY} {WHITE} 0.747412 0.252588 0.0179442 483 0.0814777 +C21 {WHITE, PURPLE, YELLOW, ...} {CINNAMON, YELLOW} 0 1 0.0144585 49 0.00826586 +C11 {WHITE, PURPLE, YELLOW, ...} {BROWN, BUFF} 0.9 0.1 0.0085189 70 0.0118084 +C9 {PINK} {PINK, ORANGE, RED} 0.497487 0.502513 0.000209939 199 0.0335695 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R30 +Variables + Type Name + Categorical GillColor + Categorical RingType + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{PINK, GRAY, BLACK, ...} 2008 0.338731 4 PINK GRAY BLACK RED +{BUFF, YELLOW, ORANGE} 1361 0.229588 3 BUFF YELLOW ORANGE +{BROWN, PURPLE} 1110 0.187247 2 BROWN PURPLE +{WHITE} 872 0.147099 1 WHITE +{CHOCOLATE, GREEN} 577 0.0973347 2 CHOCOLATE GREEN * +RingType +Group Frequency Coverage Size Value list +{PENDANT} 2787 0.470142 1 PENDANT +{EVANESCENT, FLARING} 2220 0.374494 2 EVANESCENT FLARING +{LARGE, NONE} 921 0.155364 2 LARGE NONE * + +Cell frequencies + RingType +GillColor {PENDANT} {EVANESCENT, FLARING} {LARGE, NONE} Total Coverage +{PINK, GRAY, BLACK, ...} 977 445 586 2008 0.338731 +{BUFF, YELLOW, ORANGE} 100 1243 18 1361 0.229588 +{BROWN, PURPLE} 914 196 0 1110 0.187247 +{WHITE} 710 147 15 872 0.147099 +{CHOCOLATE, GREEN} 86 189 302 577 0.0973347 +Total 2787 2220 921 5928 +Coverage 0.470142 0.374494 0.155364 + +Cells 14 +Cell Id GillColor RingType EDIBLE POISONOUS Interest Frequency Coverage +C7 {BUFF, YELLOW, ORANGE} {EVANESCENT, FLARING} 0 1 0.339664 1243 0.209683 +C11 {PINK, GRAY, BLACK, ...} {LARGE, NONE} 0 1 0.160131 586 0.0988529 +C6 {PINK, GRAY, BLACK, ...} {EVANESCENT, FLARING} 1 0 0.0996705 445 0.0750675 +C3 {BROWN, PURPLE} {PENDANT} 0.870897 0.129103 0.084851 914 0.154184 +C15 {CHOCOLATE, GREEN} {LARGE, NONE} 0 1 0.0825249 302 0.0509447 +C8 {BROWN, PURPLE} {EVANESCENT, FLARING} 1 0 0.0438998 196 0.0330634 +C10 {CHOCOLATE, GREEN} {EVANESCENT, FLARING} 1 0 0.0423319 189 0.0318826 +C4 {WHITE} {PENDANT} 0.809859 0.190141 0.042225 710 0.119771 +C1 {PINK, GRAY, BLACK, ...} {PENDANT} 0.758444 0.241556 0.0373764 977 0.164811 +C5 {CHOCOLATE, GREEN} {PENDANT} 0 1 0.0235005 86 0.0145074 +C2 {BUFF, YELLOW, ORANGE} {PENDANT} 1 0 0.0223979 100 0.0168691 +C9 {WHITE} {EVANESCENT, FLARING} 0.857143 0.142857 0.0124097 147 0.0247976 +C12 {BUFF, YELLOW, ORANGE} {LARGE, NONE} 0 1 0.0049187 18 0.00303644 +C14 {WHITE} {LARGE, NONE} 0 1 0.00409892 15 0.00253036 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R31 +Variables + Type Name + Categorical GillColor + Categorical Habitat + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{BUFF, GRAY} 1758 0.296559 2 BUFF GRAY +{BROWN, PURPLE, BLACK, ...} 1507 0.254217 4 BROWN PURPLE BLACK ORANGE +{PINK} 1080 0.182186 1 PINK +{WHITE, RED} 937 0.158063 2 WHITE RED +{CHOCOLATE} 559 0.0942982 1 CHOCOLATE +{YELLOW, GREEN} 87 0.0146761 2 YELLOW GREEN * +Habitat +Group Frequency Coverage Size Value list +{WOODS} 2224 0.375169 1 WOODS +{GRASSES} 1684 0.284076 1 GRASSES +{PATHS, LEAVES} 1420 0.239541 2 PATHS LEAVES +{URBAN} 251 0.0423414 1 URBAN +{MEADOWS} 220 0.037112 1 MEADOWS +{WASTE} 129 0.0217611 1 WASTE * + +Cell frequencies + Habitat +GillColor {WOODS} {GRASSES} {PATHS, LEAVES} {URBAN} {MEADOWS} {WASTE} Total Coverage +{BUFF, GRAY} 544 206 935 17 56 0 1758 0.296559 +{BROWN, PURPLE, BLACK, ...} 699 520 112 79 97 0 1507 0.254217 +{PINK} 453 428 126 73 0 0 1080 0.182186 +{WHITE, RED} 385 210 106 50 57 129 937 0.158063 +{CHOCOLATE} 125 312 90 32 0 0 559 0.0942982 +{YELLOW, GREEN} 18 8 51 0 10 0 87 0.0146761 +Total 2224 1684 1420 251 220 129 5928 +Coverage 0.375169 0.284076 0.239541 0.0423414 0.037112 0.0217611 + +Cells 28 +Cell Id GillColor Habitat EDIBLE POISONOUS Interest Frequency Coverage +C13 {BUFF, GRAY} {PATHS, LEAVES} 0 1 0.312133 935 0.157726 +C1 {BUFF, GRAY} {WOODS} 0 1 0.181605 544 0.0917679 +C2 {BROWN, PURPLE, BLACK, ...} {WOODS} 0.901288 0.0987124 0.097054 699 0.117915 +C8 {BROWN, PURPLE, BLACK, ...} {GRASSES} 0.909615 0.0903846 0.0762128 520 0.0877193 +C4 {WHITE, RED} {WOODS} 0.914286 0.0857143 0.0581542 385 0.064946 +C34 {WHITE, RED} {WASTE} 1 0 0.0352977 129 0.0217611 +C14 {BROWN, PURPLE, BLACK, ...} {PATHS, LEAVES} 1 0 0.0306461 112 0.0188934 +C17 {CHOCOLATE} {PATHS, LEAVES} 0 1 0.0300449 90 0.0151822 +C26 {BROWN, PURPLE, BLACK, ...} {MEADOWS} 1 0 0.0265417 97 0.016363 +C5 {CHOCOLATE} {WOODS} 0.088 0.912 0.0248062 125 0.0210864 +C16 {WHITE, RED} {PATHS, LEAVES} 0.924528 0.0754717 0.0171004 106 0.0178812 +C22 {WHITE, RED} {URBAN} 0 1 0.0166916 50 0.00843455 +C3 {PINK} {WOODS} 0.724062 0.275938 0.0149462 453 0.076417 +C15 {PINK} {PATHS, LEAVES} 0.18254 0.81746 0.0145298 126 0.0212551 +C23 {CHOCOLATE} {URBAN} 0 1 0.0106826 32 0.00539811 +C18 {YELLOW, GREEN} {PATHS, LEAVES} 0.960784 0.0392157 0.0103907 51 0.00860324 +C25 {BUFF, GRAY} {MEADOWS} 0.875 0.125 0.00653065 56 0.00944669 +C6 {YELLOW, GREEN} {WOODS} 0 1 0.00600898 18 0.00303644 +C28 {WHITE, RED} {MEADOWS} 0.842105 0.157895 0.00528179 57 0.00961538 +C9 {PINK} {GRASSES} 0.649533 0.350467 0.00507816 428 0.0721997 +C21 {PINK} {URBAN} 0.260274 0.739726 0.00494847 73 0.0123144 +C19 {BUFF, GRAY} {URBAN} 1 0 0.00465163 17 0.00286775 +C30 {YELLOW, GREEN} {MEADOWS} 0 1 0.00333832 10 0.00168691 +C10 {WHITE, RED} {GRASSES} 0.661905 0.338095 0.00306622 210 0.0354251 +C12 {YELLOW, GREEN} {GRASSES} 0 1 0.00267066 8 0.00134953 +C20 {BROWN, PURPLE, BLACK, ...} {URBAN} 0.405063 0.594937 0.00115912 79 0.0133266 +C11 {CHOCOLATE} {GRASSES} 0.570513 0.429487 0.000358317 312 0.0526316 +C7 {BUFF, GRAY} {GRASSES} 0.514563 0.485437 7.11164e-05 206 0.0347503 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R32 +Variables + Type Name + Categorical GillColor + Categorical Population + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{WHITE, BROWN} 1630 0.274966 2 WHITE BROWN +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{PINK} 1080 0.182186 1 PINK +{CHOCOLATE, GRAY} 1076 0.181511 2 CHOCOLATE GRAY +{PURPLE} 352 0.0593792 1 PURPLE +{BLACK} 346 0.0583671 1 BLACK +{RED, ORANGE} 116 0.0195682 2 RED ORANGE +{YELLOW} 69 0.0116397 1 YELLOW +Population +Group Frequency Coverage Size Value list +{SEVERAL} 2890 0.487517 1 SEVERAL +{SCATTERED, CLUSTERED} 1210 0.204116 2 SCATTERED CLUSTERED * +{SOLITARY} 1178 0.198718 1 SOLITARY +{ABUNDANT, NUMEROUS} 650 0.109649 2 ABUNDANT NUMEROUS + +Cell frequencies + Population +GillColor {SEVERAL} {SCATTERED, CLUSTERED} {SOLITARY} {ABUNDANT, NUMEROUS} Total Coverage +{WHITE, BROWN} 594 445 368 223 1630 0.274966 +{BUFF, GREEN} 1259 0 0 0 1259 0.212382 +{PINK} 403 212 335 130 1080 0.182186 +{CHOCOLATE, GRAY} 379 228 311 158 1076 0.181511 +{PURPLE} 178 18 156 0 352 0.0593792 +{BLACK} 31 168 8 139 346 0.0583671 +{RED, ORANGE} 23 93 0 0 116 0.0195682 +{YELLOW} 23 46 0 0 69 0.0116397 +Total 2890 1210 1178 650 5928 +Coverage 0.487517 0.204116 0.198718 0.109649 + +Cells 24 +Cell Id GillColor Population EDIBLE POISONOUS Interest Frequency Coverage +C2 {BUFF, GREEN} {SEVERAL} 0 1 0.390285 1259 0.212382 +C4 {CHOCOLATE, GRAY} {SEVERAL} 0.0290237 0.970976 0.0966893 379 0.0639339 +C17 {WHITE, BROWN} {SOLITARY} 1 0 0.0935045 368 0.0620783 +C20 {CHOCOLATE, GRAY} {SOLITARY} 0.0546624 0.945338 0.0687195 311 0.0524629 +C25 {WHITE, BROWN} {ABUNDANT, NUMEROUS} 1 0 0.0566617 223 0.0376181 +C28 {CHOCOLATE, GRAY} {ABUNDANT, NUMEROUS} 1 0 0.040146 158 0.0266532 +C21 {PURPLE} {SOLITARY} 1 0 0.0396378 156 0.0263158 +C30 {BLACK} {ABUNDANT, NUMEROUS} 1 0 0.0353183 139 0.023448 +C27 {PINK} {ABUNDANT, NUMEROUS} 1 0 0.0330315 130 0.0219298 +C1 {WHITE, BROWN} {SEVERAL} 0.765993 0.234007 0.0276467 594 0.100202 +C15 {RED, ORANGE} {SCATTERED, CLUSTERED} 1 0 0.0236302 93 0.0156883 +C5 {PURPLE} {SEVERAL} 0.898876 0.101124 0.0225915 178 0.030027 +C14 {BLACK} {SCATTERED, CLUSTERED} 0.863095 0.136905 0.0167697 168 0.0283401 +C9 {WHITE, BROWN} {SCATTERED, CLUSTERED} 0.74382 0.25618 0.016761 445 0.0750675 +C12 {CHOCOLATE, GRAY} {SCATTERED, CLUSTERED} 0.767544 0.232456 0.0107627 228 0.0384615 +C7 {RED, ORANGE} {SEVERAL} 1 0 0.00584403 23 0.00387989 +C8 {YELLOW} {SEVERAL} 1 0 0.00584403 23 0.00387989 +C13 {PURPLE} {SCATTERED, CLUSTERED} 0 1 0.00557993 18 0.00303644 +C11 {PINK} {SCATTERED, CLUSTERED} 0.688679 0.311321 0.00424296 212 0.0357625 +C3 {PINK} {SEVERAL} 0.449132 0.550868 0.0023813 403 0.0679825 +C22 {BLACK} {SOLITARY} 1 0 0.00203271 8 0.00134953 +C6 {BLACK} {SEVERAL} 0.290323 0.709677 0.00153351 31 0.00522942 +C19 {PINK} {SOLITARY} 0.570149 0.429851 0.000350083 335 0.0565115 +C16 {YELLOW} {SCATTERED, CLUSTERED} 0.565217 0.434783 3.56941e-05 46 0.00775978 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R33 +Variables + Type Name + Categorical GillColor + Categorical StalkColorAboveRing + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{WHITE, PURPLE, YELLOW, ...} 1344 0.226721 4 WHITE PURPLE YELLOW ORANGE +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{BROWN, BLACK, RED} 1169 0.1972 3 BROWN BLACK RED +{PINK} 1080 0.182186 1 PINK +{CHOCOLATE, GRAY} 1076 0.181511 2 CHOCOLATE GRAY +StalkColorAboveRing +Group Frequency Coverage Size Value list +{WHITE} 3361 0.56697 1 WHITE +{PINK} 1314 0.22166 1 PINK +{GRAY, ORANGE, RED} 615 0.103745 3 GRAY ORANGE RED +{BROWN, BUFF} 600 0.101215 2 BROWN BUFF +{CINNAMON, YELLOW} 38 0.00641026 2 CINNAMON YELLOW * + +Cell frequencies + StalkColorAboveRing +GillColor {WHITE} {PINK} {GRAY, ORANGE, RED} {BROWN, BUFF} {CINNAMON, YELLOW} Total Coverage +{WHITE, PURPLE, YELLOW, ...} 745 208 343 10 38 1344 0.226721 +{BUFF, GREEN} 639 620 0 0 0 1259 0.212382 +{BROWN, BLACK, RED} 901 94 174 0 0 1169 0.1972 +{PINK} 593 195 98 194 0 1080 0.182186 +{CHOCOLATE, GRAY} 483 197 0 396 0 1076 0.181511 +Total 3361 1314 615 600 38 5928 +Coverage 0.56697 0.22166 0.103745 0.101215 0.00641026 + +Cells 17 +Cell Id GillColor StalkColorAboveRing EDIBLE POISONOUS Interest Frequency Coverage +C2 {BUFF, GREEN} {WHITE} 0 1 0.189481 639 0.107794 +C7 {BUFF, GREEN} {PINK} 0 1 0.183847 620 0.104588 +C20 {CHOCOLATE, GRAY} {BROWN, BUFF} 0 1 0.117425 396 0.0668016 +C3 {BROWN, BLACK, RED} {WHITE} 0.859046 0.140954 0.0836431 901 0.151991 +C11 {WHITE, PURPLE, YELLOW, ...} {GRAY, ORANGE, RED} 1 0 0.0833658 343 0.057861 +C10 {CHOCOLATE, GRAY} {PINK} 0 1 0.058416 197 0.0332321 +C19 {PINK} {BROWN, BUFF} 0 1 0.0575264 194 0.032726 +C6 {WHITE, PURPLE, YELLOW, ...} {PINK} 1 0 0.0505542 208 0.0350877 +C13 {BROWN, BLACK, RED} {GRAY, ORANGE, RED} 1 0 0.0422905 174 0.0293522 +C1 {WHITE, PURPLE, YELLOW, ...} {WHITE} 0.746309 0.253691 0.0275135 745 0.125675 +C4 {PINK} {WHITE} 0.768971 0.231029 0.0271245 593 0.100034 +C14 {PINK} {GRAY, ORANGE, RED} 1 0 0.0238188 98 0.0165317 +C8 {BROWN, BLACK, RED} {PINK} 1 0 0.0228466 94 0.015857 +C5 {CHOCOLATE, GRAY} {WHITE} 0.747412 0.252588 0.0180327 483 0.0814777 +C21 {WHITE, PURPLE, YELLOW, ...} {CINNAMON, YELLOW} 0 1 0.0112681 38 0.00641026 +C16 {WHITE, PURPLE, YELLOW, ...} {BROWN, BUFF} 1 0 0.00243049 10 0.00168691 +C9 {PINK} {PINK} 0.482051 0.517949 0.000415499 195 0.0328947 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R34 +Variables + Type Name + Categorical RingType + Categorical StalkSurfaceBelowRing + +Variables stats +RingType +Group Frequency Coverage Size Value list +{EVANESCENT, LARGE, FLARING, ...} 3141 0.529858 4 EVANESCENT LARGE FLARING NONE * +{PENDANT} 2787 0.470142 1 PENDANT +StalkSurfaceBelowRing +Group Frequency Coverage Size Value list +{SMOOTH} 3587 0.605094 1 SMOOTH +{SILKY, SCALY} 1797 0.303138 2 SILKY SCALY * +{FIBROUS} 544 0.0917679 1 FIBROUS + +Cell frequencies + StalkSurfaceBelowRing +RingType {SMOOTH} {SILKY, SCALY} {FIBROUS} Total Coverage +{EVANESCENT, LARGE, FLARING, ...} 1139 1561 441 3141 0.529858 +{PENDANT} 2448 236 103 2787 0.470142 +Total 3587 1797 544 5928 +Coverage 0.605094 0.303138 0.0917679 + +Cells 6 +Cell Id RingType StalkSurfaceBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C3 {EVANESCENT, LARGE, FLARING, ...} {SILKY, SCALY} 0 1 0.565428 1561 0.263327 +C2 {PENDANT} {SMOOTH} 0.80719 0.19281 0.188949 2448 0.412955 +C5 {EVANESCENT, LARGE, FLARING, ...} {FIBROUS} 1 0 0.130931 441 0.0743927 +C4 {PENDANT} {SILKY, SCALY} 1 0 0.0700672 236 0.0398111 +C6 {PENDANT} {FIBROUS} 0 1 0.0373088 103 0.0173752 +C1 {EVANESCENT, LARGE, FLARING, ...} {SMOOTH} 0.452151 0.547849 0.00731666 1139 0.192139 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R35 +Variables + Type Name + Categorical RingType + Categorical StalkSurfaceAboveRing + +Variables stats +RingType +Group Frequency Coverage Size Value list +{EVANESCENT, LARGE, NONE} 3104 0.523617 3 EVANESCENT LARGE NONE * +{PENDANT} 2787 0.470142 1 PENDANT +{FLARING} 37 0.00624157 1 FLARING +StalkSurfaceAboveRing +Group Frequency Coverage Size Value list +{SMOOTH} 3753 0.633097 1 SMOOTH +{SILKY, SCALY} 1668 0.281377 2 SILKY SCALY * +{FIBROUS} 507 0.0855263 1 FIBROUS + +Cell frequencies + StalkSurfaceAboveRing +RingType {SMOOTH} {SILKY, SCALY} {FIBROUS} Total Coverage +{EVANESCENT, LARGE, NONE} 1142 1560 402 3104 0.523617 +{PENDANT} 2574 108 105 2787 0.470142 +{FLARING} 37 0 0 37 0.00624157 +Total 3753 1668 507 5928 +Coverage 0.633097 0.281377 0.0855263 + +Cells 7 +Cell Id RingType StalkSurfaceAboveRing EDIBLE POISONOUS Interest Frequency Coverage +C4 {EVANESCENT, LARGE, NONE} {SILKY, SCALY} 0 1 0.57196 1560 0.263158 +C2 {PENDANT} {SMOOTH} 0.817405 0.182595 0.217836 2574 0.434211 +C7 {EVANESCENT, LARGE, NONE} {FIBROUS} 1 0 0.120808 402 0.0678138 +C8 {PENDANT} {FIBROUS} 0 1 0.0384973 105 0.0177126 +C5 {PENDANT} {SILKY, SCALY} 1 0 0.0324558 108 0.0182186 +C3 {FLARING} {SMOOTH} 1 0 0.0111191 37 0.00624157 +C1 {EVANESCENT, LARGE, NONE} {SMOOTH} 0.452715 0.547285 0.00732398 1142 0.192645 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R36 +Variables + Type Name + Categorical Bruise + Categorical GillColor + +Variables stats +Bruise +Group Frequency Coverage Size Value list +{NO} 3568 0.601889 1 NO +{BRUISES} 2360 0.398111 1 BRUISES * +GillColor +Group Frequency Coverage Size Value list +{BUFF} 1241 0.209345 1 BUFF +{PINK} 1080 0.182186 1 PINK +{WHITE, YELLOW} 941 0.158738 2 WHITE YELLOW +{BROWN} 758 0.127868 1 BROWN +{CHOCOLATE, GREEN} 577 0.0973347 2 CHOCOLATE GREEN * +{GRAY} 517 0.0872132 1 GRAY +{PURPLE, RED} 417 0.0703441 2 PURPLE RED +{BLACK, ORANGE} 397 0.0669703 2 BLACK ORANGE + +Cell frequencies + GillColor +Bruise {BUFF} {PINK} {WHITE, YELLOW} {BROWN} {CHOCOLATE, GREEN} {GRAY} {PURPLE, RED} {BLACK, ORANGE} Total Coverage +{NO} 1241 610 244 277 491 410 45 250 3568 0.601889 +{BRUISES} 0 470 697 481 86 107 372 147 2360 0.398111 +Total 1241 1080 941 758 577 517 417 397 5928 +Coverage 0.209345 0.182186 0.158738 0.127868 0.0973347 0.0872132 0.0703441 0.0669703 + +Cells 15 +Cell Id Bruise GillColor EDIBLE POISONOUS Interest Frequency Coverage +C1 {NO} {BUFF} 0 1 0.474767 1241 0.209345 +C14 {BRUISES} {PURPLE, RED} 1 0 0.116649 372 0.062753 +C15 {NO} {BLACK, ORANGE} 1 0 0.0783929 250 0.0421727 +C8 {BRUISES} {BROWN} 0.898129 0.101871 0.0749719 481 0.0811404 +C6 {BRUISES} {WHITE, YELLOW} 0.806313 0.193687 0.056425 697 0.117578 +C11 {NO} {GRAY} 0.2 0.8 0.0485215 410 0.0691633 +C7 {NO} {BROWN} 0.880866 0.119134 0.0385117 277 0.0467274 +C10 {BRUISES} {CHOCOLATE, GREEN} 0 1 0.0329008 86 0.0145074 +C4 {BRUISES} {PINK} 0.776596 0.223404 0.0296843 470 0.0792848 +C5 {NO} {WHITE, YELLOW} 0.770492 0.229508 0.0145977 244 0.0411606 +C12 {BRUISES} {GRAY} 0.841121 0.158879 0.0112817 107 0.0180499 +C9 {NO} {CHOCOLATE, GREEN} 0.384929 0.615071 0.0110477 491 0.0828273 +C13 {NO} {PURPLE, RED} 0.2 0.8 0.00532553 45 0.00759109 +C16 {BRUISES} {BLACK, ORANGE} 0.693878 0.306122 0.00388635 147 0.0247976 +C3 {NO} {PINK} 0.463934 0.536066 0.00303751 610 0.102901 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R37 +Variables + Type Name + Categorical GillColor + Categorical StalkSurfaceBelowRing + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{PINK, GRAY} 1597 0.269399 2 PINK GRAY +{BROWN, PURPLE, BLACK} 1456 0.245614 3 BROWN PURPLE BLACK +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{WHITE} 872 0.147099 1 WHITE +{CHOCOLATE} 559 0.0942982 1 CHOCOLATE +{YELLOW, RED, ORANGE} 185 0.0312078 3 YELLOW RED ORANGE +StalkSurfaceBelowRing +Group Frequency Coverage Size Value list +{SMOOTH} 3587 0.605094 1 SMOOTH +{SILKY} 1604 0.27058 1 SILKY +{FIBROUS} 544 0.0917679 1 FIBROUS +{SCALY} 193 0.0325574 1 SCALY * + +Cell frequencies + StalkSurfaceBelowRing +GillColor {SMOOTH} {SILKY} {FIBROUS} {SCALY} Total Coverage +{PINK, GRAY} 756 649 147 45 1597 0.269399 +{BROWN, PURPLE, BLACK} 1230 0 191 35 1456 0.245614 +{BUFF, GREEN} 642 617 0 0 1259 0.212382 +{WHITE} 675 36 68 93 872 0.147099 +{CHOCOLATE} 119 302 138 0 559 0.0942982 +{YELLOW, RED, ORANGE} 165 0 0 20 185 0.0312078 +Total 3587 1604 544 193 5928 +Coverage 0.605094 0.27058 0.0917679 0.0325574 + +Cells 18 +Cell Id GillColor StalkSurfaceBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C3 {BUFF, GREEN} {SMOOTH} 0 1 0.204744 642 0.1083 +C9 {BUFF, GREEN} {SILKY} 0 1 0.196772 617 0.104082 +C2 {BROWN, PURPLE, BLACK} {SMOOTH} 0.86748 0.13252 0.130185 1230 0.20749 +C7 {PINK, GRAY} {SILKY} 0.0970724 0.902928 0.117092 649 0.10948 +C11 {CHOCOLATE} {SILKY} 0 1 0.0963128 302 0.0509447 +C4 {WHITE} {SMOOTH} 0.848889 0.151111 0.0627366 675 0.113866 +C14 {BROWN, PURPLE, BLACK} {FIBROUS} 1 0 0.0499274 191 0.03222 +C1 {PINK, GRAY} {SMOOTH} 0.792328 0.207672 0.0455303 756 0.12753 +C6 {YELLOW, RED, ORANGE} {SMOOTH} 1 0 0.043131 165 0.027834 +C19 {PINK, GRAY} {SCALY} 1 0 0.011763 45 0.00759109 +C10 {WHITE} {SILKY} 1 0 0.0094104 36 0.00607287 +C20 {BROWN, PURPLE, BLACK} {SCALY} 1 0 0.009149 35 0.00590418 +C13 {PINK, GRAY} {FIBROUS} 0.768707 0.231293 0.00721442 147 0.0247976 +C24 {YELLOW, RED, ORANGE} {SCALY} 0 1 0.00637833 20 0.00337382 +C17 {CHOCOLATE} {FIBROUS} 0.73913 0.26087 0.0051001 138 0.0232794 +C5 {CHOCOLATE} {SMOOTH} 0.731092 0.268908 0.0040456 119 0.0200742 +C22 {WHITE} {SCALY} 0.612903 0.387097 0.000485891 93 0.0156883 +C16 {WHITE} {FIBROUS} 0.514706 0.485294 2.21052e-05 68 0.011471 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R38 +Variables + Type Name + Categorical GillColor + Categorical StalkSurfaceAboveRing + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{WHITE, PURPLE} 1224 0.206478 2 WHITE PURPLE +{BROWN, BLACK} 1104 0.186235 2 BROWN BLACK +{PINK} 1080 0.182186 1 PINK +{CHOCOLATE} 559 0.0942982 1 CHOCOLATE +{GRAY} 517 0.0872132 1 GRAY +{YELLOW, RED, ORANGE} 185 0.0312078 3 YELLOW RED ORANGE +StalkSurfaceAboveRing +Group Frequency Coverage Size Value list +{SMOOTH} 3753 0.633097 1 SMOOTH +{SILKY, SCALY} 1668 0.281377 2 SILKY SCALY * +{FIBROUS} 507 0.0855263 1 FIBROUS + +Cell frequencies + StalkSurfaceAboveRing +GillColor {SMOOTH} {SILKY, SCALY} {FIBROUS} Total Coverage +{BUFF, GREEN} 643 616 0 1259 0.212382 +{WHITE, PURPLE} 1087 77 60 1224 0.206478 +{BROWN, BLACK} 913 0 191 1104 0.186235 +{PINK} 617 329 134 1080 0.182186 +{CHOCOLATE} 135 302 122 559 0.0942982 +{GRAY} 193 324 0 517 0.0872132 +{YELLOW, RED, ORANGE} 165 20 0 185 0.0312078 +Total 3753 1668 507 5928 +Coverage 0.633097 0.281377 0.0855263 + +Cells 17 +Cell Id GillColor StalkSurfaceAboveRing EDIBLE POISONOUS Interest Frequency Coverage +C1 {BUFF, GREEN} {SMOOTH} 0 1 0.205876 643 0.108468 +C8 {BUFF, GREEN} {SILKY, SCALY} 0 1 0.197231 616 0.103914 +C2 {WHITE, PURPLE} {SMOOTH} 0.873045 0.126955 0.119979 1087 0.183367 +C12 {CHOCOLATE} {SILKY, SCALY} 0 1 0.0966943 302 0.0509447 +C3 {BROWN, BLACK} {SMOOTH} 0.860898 0.139102 0.0927058 913 0.154015 +C11 {PINK} {SILKY, SCALY} 0.103343 0.896657 0.0575769 329 0.0554993 +C13 {GRAY} {SILKY, SCALY} 0.101852 0.898148 0.0571687 324 0.0546559 +C4 {PINK} {SMOOTH} 0.837925 0.162075 0.0531926 617 0.104082 +C17 {BROWN, BLACK} {FIBROUS} 1 0 0.0501252 191 0.03222 +C7 {YELLOW, RED, ORANGE} {SMOOTH} 1 0 0.0433019 165 0.027834 +C14 {YELLOW, RED, ORANGE} {SILKY, SCALY} 0 1 0.0064036 20 0.00337382 +C5 {CHOCOLATE} {SMOOTH} 0.755556 0.244444 0.00588828 135 0.0227733 +C6 {GRAY} {SMOOTH} 0.720207 0.279793 0.00585276 193 0.0325574 +C18 {PINK} {FIBROUS} 0.723881 0.276119 0.00423196 134 0.0226046 +C19 {CHOCOLATE} {FIBROUS} 0.713115 0.286885 0.00341333 122 0.0205803 +C16 {WHITE, PURPLE} {FIBROUS} 0.45 0.55 0.000358756 60 0.0101215 +C9 {WHITE, PURPLE} {SILKY, SCALY} 0.532468 0.467532 2.45231e-07 77 0.0129892 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R39 +Variables + Type Name + Categorical GillColor + Categorical GillSize + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{BROWN, PURPLE, BLACK, ...} 1572 0.265182 5 BROWN PURPLE BLACK RED ORANGE +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{PINK, YELLOW} 1149 0.193826 2 PINK YELLOW +{WHITE} 872 0.147099 1 WHITE +{CHOCOLATE} 559 0.0942982 1 CHOCOLATE +{GRAY} 517 0.0872132 1 GRAY +GillSize +Group Frequency Coverage Size Value list +{BROAD} 4121 0.695175 1 BROAD +{NARROW} 1807 0.304825 1 NARROW * + +Cell frequencies + GillSize +GillColor {BROAD} {NARROW} Total Coverage +{BROWN, PURPLE, BLACK, ...} 1344 228 1572 0.265182 +{BUFF, GREEN} 18 1241 1259 0.212382 +{PINK, YELLOW} 1029 120 1149 0.193826 +{WHITE} 719 153 872 0.147099 +{CHOCOLATE} 548 11 559 0.0942982 +{GRAY} 463 54 517 0.0872132 +Total 4121 1807 5928 +Coverage 0.695175 0.304825 + +Cells 12 +Cell Id GillColor GillSize EDIBLE POISONOUS Interest Frequency Coverage +C8 {BUFF, GREEN} {NARROW} 0 1 0.446057 1241 0.209345 +C1 {BROWN, PURPLE, BLACK, ...} {BROAD} 1 0 0.395955 1344 0.226721 +C4 {WHITE} {BROAD} 0.859527 0.140473 0.0811793 719 0.121289 +C5 {CHOCOLATE} {BROAD} 0.324818 0.675182 0.02299 548 0.0924426 +C6 {GRAY} {BROAD} 0.334773 0.665227 0.0175883 463 0.0781039 +C7 {BROWN, PURPLE, BLACK, ...} {NARROW} 0.285088 0.714912 0.0136635 228 0.0384615 +C3 {PINK, YELLOW} {BROAD} 0.628766 0.371234 0.00878569 1029 0.173583 +C2 {BUFF, GREEN} {BROAD} 0 1 0.0064698 18 0.00303644 +C11 {CHOCOLATE} {NARROW} 1 0 0.0032407 11 0.0018556 +C12 {GRAY} {NARROW} 0.314815 0.685185 0.0024921 54 0.00910931 +C9 {PINK, YELLOW} {NARROW} 0.416667 0.583333 0.0015695 120 0.0202429 +C10 {WHITE} {NARROW} 0.542484 0.457516 9.42355e-06 153 0.0258097 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R40 +Variables + Type Name + Categorical RingType + Categorical SporePrintColor + +Variables stats +RingType +Group Frequency Coverage Size Value list +{PENDANT, LARGE} 3675 0.619939 2 PENDANT LARGE +{EVANESCENT, FLARING, NONE} 2253 0.380061 3 EVANESCENT FLARING NONE * +SporePrintColor +Group Frequency Coverage Size Value list +{BROWN, BLACK} 2894 0.488192 2 BROWN BLACK +{WHITE, BUFF, ORANGE, ...} 1851 0.312247 5 WHITE BUFF ORANGE PURPLE YELLOW * +{CHOCOLATE, GREEN} 1183 0.199561 2 CHOCOLATE GREEN + +Cell frequencies + SporePrintColor +RingType {BROWN, BLACK} {WHITE, BUFF, ORANGE, ...} {CHOCOLATE, GREEN} Total Coverage +{PENDANT, LARGE} 2157 372 1146 3675 0.619939 +{EVANESCENT, FLARING, NONE} 737 1479 37 2253 0.380061 +Total 2894 1851 1183 5928 +Coverage 0.488192 0.312247 0.199561 + +Cells 6 +Cell Id RingType SporePrintColor EDIBLE POISONOUS Interest Frequency Coverage +C5 {PENDANT, LARGE} {CHOCOLATE, GREEN} 0 1 0.333704 1146 0.19332 +C4 {EVANESCENT, FLARING, NONE} {WHITE, BUFF, ORANGE, ...} 0.123056 0.876944 0.210993 1479 0.249494 +C1 {PENDANT, LARGE} {BROWN, BLACK} 0.855355 0.144645 0.191621 2157 0.363866 +C2 {EVANESCENT, FLARING, NONE} {BROWN, BLACK} 1 0 0.175903 737 0.124325 +C3 {PENDANT, LARGE} {WHITE, BUFF, ORANGE, ...} 0.986559 0.0134409 0.0789499 372 0.062753 +C6 {EVANESCENT, FLARING, NONE} {CHOCOLATE, GREEN} 1 0 0.00883093 37 0.00624157 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R41 +Variables + Type Name + Categorical GillColor + Categorical SporePrintColor + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{PINK, BROWN, BLACK, ...} 2249 0.379386 4 PINK BROWN BLACK RED +{BUFF, CHOCOLATE, YELLOW, ...} 1920 0.323887 4 BUFF CHOCOLATE YELLOW ORANGE +{WHITE} 872 0.147099 1 WHITE +{GRAY, GREEN} 535 0.0902497 2 GRAY GREEN * +{PURPLE} 352 0.0593792 1 PURPLE +SporePrintColor +Group Frequency Coverage Size Value list +{BROWN, BLACK, BUFF, ...} 3000 0.506073 5 BROWN BLACK BUFF ORANGE YELLOW * +{WHITE, PURPLE} 1745 0.294366 2 WHITE PURPLE +{CHOCOLATE, GREEN} 1183 0.199561 2 CHOCOLATE GREEN + +Cell frequencies + SporePrintColor +GillColor {BROWN, BLACK, BUFF, ...} {WHITE, PURPLE} {CHOCOLATE, GREEN} Total Coverage +{PINK, BROWN, BLACK, ...} 1722 155 372 2249 0.379386 +{BUFF, CHOCOLATE, YELLOW, ...} 278 1261 381 1920 0.323887 +{WHITE} 513 264 95 872 0.147099 +{GRAY, GREEN} 144 65 326 535 0.0902497 +{PURPLE} 343 0 9 352 0.0593792 +Total 3000 1745 1183 5928 +Coverage 0.506073 0.294366 0.199561 + +Cells 14 +Cell Id GillColor SporePrintColor EDIBLE POISONOUS Interest Frequency Coverage +C7 {BUFF, CHOCOLATE, YELLOW, ...} {WHITE, PURPLE} 0 1 0.3316 1261 0.212719 +C1 {PINK, BROWN, BLACK, ...} {BROWN, BLACK, BUFF, ...} 0.88676 0.11324 0.171167 1722 0.290486 +C14 {GRAY, GREEN} {CHOCOLATE, GREEN} 0 1 0.085727 326 0.0549933 +C11 {PINK, BROWN, BLACK, ...} {CHOCOLATE, GREEN} 0.0215054 0.978495 0.084156 372 0.062753 +C12 {BUFF, CHOCOLATE, YELLOW, ...} {CHOCOLATE, GREEN} 0.0288714 0.971129 0.0825261 381 0.0642713 +C3 {WHITE} {BROWN, BLACK, BUFF, ...} 0.91423 0.08577 0.0610174 513 0.0865385 +C2 {BUFF, CHOCOLATE, YELLOW, ...} {BROWN, BLACK, BUFF, ...} 1 0 0.0599202 278 0.0468961 +C5 {PURPLE} {BROWN, BLACK, BUFF, ...} 0.895044 0.104956 0.0360124 343 0.057861 +C6 {PINK, BROWN, BLACK, ...} {WHITE, PURPLE} 1 0 0.0334087 155 0.0261471 +C8 {WHITE} {WHITE, PURPLE} 0.844697 0.155303 0.0196339 264 0.0445344 +C13 {WHITE} {CHOCOLATE, GREEN} 0.0947368 0.905263 0.0143145 95 0.0160256 +C9 {GRAY, GREEN} {WHITE, PURPLE} 1 0 0.0140101 65 0.0109649 +C4 {GRAY, GREEN} {BROWN, BLACK, BUFF, ...} 0.743056 0.256944 0.00456585 144 0.0242915 +C15 {PURPLE} {CHOCOLATE, GREEN} 1 0 0.00193986 9 0.00151822 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R42 +Variables + Type Name + Categorical StalkSurfaceAboveRing + Categorical StalkSurfaceBelowRing + +Variables stats +StalkSurfaceAboveRing +Group Frequency Coverage Size Value list +{SMOOTH, FIBROUS} 4260 0.718623 2 SMOOTH FIBROUS +{SILKY} 1653 0.278846 1 SILKY +{SCALY} 15 0.00253036 1 SCALY * +StalkSurfaceBelowRing +Group Frequency Coverage Size Value list +{SMOOTH} 4131 0.696862 2 SMOOTH * +{SILKY} 1604 0.27058 1 SILKY +{SCALY} 193 0.0325574 1 SCALY + +Cell frequencies + StalkSurfaceBelowRing +StalkSurfaceAboveRing {SMOOTH} {SILKY} {SCALY} Total Coverage +{SMOOTH, FIBROUS} 3777 356 127 4260 0.718623 +{SILKY} 354 1248 51 1653 0.278846 +{SCALY} 0 0 15 15 0.00253036 +Total 4131 1604 193 5928 +Coverage 0.696862 0.27058 0.0325574 + +Cells 7 +Cell Id StalkSurfaceAboveRing StalkSurfaceBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C5 {SILKY} {SILKY} 0.0392628 0.960737 0.485658 1248 0.210526 +C1 {SMOOTH, FIBROUS} {SMOOTH} 0.763304 0.236696 0.277341 3777 0.637146 +C2 {SILKY} {SMOOTH} 0.138418 0.861582 0.079689 354 0.0597166 +C4 {SMOOTH, FIBROUS} {SILKY} 0.140449 0.859551 0.0792108 356 0.060054 +C7 {SMOOTH, FIBROUS} {SCALY} 1 0 0.0521816 127 0.0214238 +C8 {SILKY} {SCALY} 0 1 0.0255656 51 0.00860324 +C9 {SCALY} {SCALY} 0.666667 0.333333 0.000354384 15 0.00253036 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R43 +Variables + Type Name + Categorical SporePrintColor + Categorical StalkSurfaceBelowRing + +Variables stats +SporePrintColor +Group Frequency Coverage Size Value list +{BROWN, BLACK} 2894 0.488192 2 BROWN BLACK +{WHITE} 1711 0.28863 1 WHITE +{CHOCOLATE, GREEN} 1183 0.199561 2 CHOCOLATE GREEN +{BUFF, ORANGE, PURPLE, ...} 140 0.0236167 4 BUFF ORANGE PURPLE YELLOW * +StalkSurfaceBelowRing +Group Frequency Coverage Size Value list +{SMOOTH} 3587 0.605094 1 SMOOTH +{SILKY, SCALY} 1797 0.303138 2 SILKY SCALY * +{FIBROUS} 544 0.0917679 1 FIBROUS + +Cell frequencies + StalkSurfaceBelowRing +SporePrintColor {SMOOTH} {SILKY, SCALY} {FIBROUS} Total Coverage +{BROWN, BLACK} 2389 127 378 2894 0.488192 +{WHITE} 903 782 26 1711 0.28863 +{CHOCOLATE, GREEN} 155 888 140 1183 0.199561 +{BUFF, ORANGE, PURPLE, ...} 140 0 0 140 0.0236167 +Total 3587 1797 544 5928 +Coverage 0.605094 0.303138 0.0917679 + +Cells 10 +Cell Id SporePrintColor StalkSurfaceBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C7 {CHOCOLATE, GREEN} {SILKY, SCALY} 0 1 0.306022 888 0.149798 +C1 {BROWN, BLACK} {SMOOTH} 0.869401 0.130599 0.276855 2389 0.403003 +C6 {WHITE} {SILKY, SCALY} 0.139386 0.860614 0.12035 782 0.131916 +C9 {BROWN, BLACK} {FIBROUS} 1 0 0.106773 378 0.0637652 +C3 {CHOCOLATE, GREEN} {SMOOTH} 0 1 0.053416 155 0.0261471 +C2 {WHITE} {SMOOTH} 0.303433 0.696567 0.0443211 903 0.152328 +C4 {BUFF, ORANGE, PURPLE, ...} {SMOOTH} 1 0 0.0395454 140 0.0236167 +C5 {BROWN, BLACK} {SILKY, SCALY} 1 0 0.0358733 127 0.0214238 +C11 {CHOCOLATE, GREEN} {FIBROUS} 0.264286 0.735714 0.00950013 140 0.0236167 +C10 {WHITE} {FIBROUS} 1 0 0.00734415 26 0.00438596 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R44 +Variables + Type Name + Categorical Odor + Categorical StalkColorAboveRing + +Variables stats +Odor +Group Frequency Coverage Size Value list +{NONE} 2686 0.453104 1 NONE +{FOUL, SPICY, FISHY, ...} 2677 0.451586 6 FOUL SPICY FISHY PUNGENT CREOSOTE MUSTY * +{ALMOND, ANISE} 565 0.0953104 2 ALMOND ANISE +StalkColorAboveRing +Group Frequency Coverage Size Value list +{WHITE} 3361 0.56697 1 WHITE +{PINK, GRAY, BROWN, ...} 2562 0.432186 7 PINK GRAY BROWN BUFF ORANGE RED CINNAMON +{YELLOW} 5 0.000843455 1 YELLOW * + +Cell frequencies + StalkColorAboveRing +Odor {WHITE} {PINK, GRAY, BROWN, ...} {YELLOW} Total Coverage +{NONE} 1660 1021 5 2686 0.453104 +{FOUL, SPICY, FISHY, ...} 1136 1541 0 2677 0.451586 +{ALMOND, ANISE} 565 0 0 565 0.0953104 +Total 3361 2562 5 5928 +Coverage 0.56697 0.432186 0.000843455 + +Cells 6 +Cell Id Odor StalkColorAboveRing EDIBLE POISONOUS Interest Frequency Coverage +C5 {FOUL, SPICY, FISHY, ...} {PINK, GRAY, BROWN, ...} 0 1 0.311625 1541 0.259953 +C2 {FOUL, SPICY, FISHY, ...} {WHITE} 0 1 0.229725 1136 0.191633 +C1 {NONE} {WHITE} 0.953012 0.046988 0.194757 1660 0.280027 +C4 {NONE} {PINK, GRAY, BROWN, ...} 1 0 0.169232 1021 0.172233 +C3 {ALMOND, ANISE} {WHITE} 1 0 0.0936497 565 0.0953104 +C7 {NONE} {YELLOW} 0 1 0.00101111 5 0.000843455 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R45 +Variables + Type Name + Categorical SporePrintColor + Categorical StalkSurfaceAboveRing + +Variables stats +SporePrintColor +Group Frequency Coverage Size Value list +{BROWN, BLACK} 2894 0.488192 2 BROWN BLACK +{WHITE} 1711 0.28863 1 WHITE +{CHOCOLATE} 1128 0.190283 1 CHOCOLATE +{BUFF, ORANGE, PURPLE, ...} 140 0.0236167 4 BUFF ORANGE PURPLE YELLOW * +{GREEN} 55 0.009278 1 GREEN +StalkSurfaceAboveRing +Group Frequency Coverage Size Value list +{SMOOTH} 3753 0.633097 1 SMOOTH +{SILKY} 1653 0.278846 1 SILKY +{FIBROUS} 507 0.0855263 1 FIBROUS +{SCALY} 15 0.00253036 1 SCALY * + +Cell frequencies + StalkSurfaceAboveRing +SporePrintColor {SMOOTH} {SILKY} {FIBROUS} {SCALY} Total Coverage +{BROWN, BLACK} 2519 0 375 0 2894 0.488192 +{WHITE} 904 765 27 15 1711 0.28863 +{CHOCOLATE} 135 888 105 0 1128 0.190283 +{BUFF, ORANGE, PURPLE, ...} 140 0 0 0 140 0.0236167 +{GREEN} 55 0 0 0 55 0.009278 +Total 3753 1653 507 15 5928 +Coverage 0.633097 0.278846 0.0855263 0.00253036 + +Cells 11 +Cell Id SporePrintColor StalkSurfaceAboveRing EDIBLE POISONOUS Interest Frequency Coverage +C8 {CHOCOLATE} {SILKY} 0 1 0.306441 888 0.149798 +C1 {BROWN, BLACK} {SMOOTH} 0.876141 0.123859 0.306023 2519 0.424933 +C7 {WHITE} {SILKY} 0.128105 0.871895 0.125712 765 0.129049 +C11 {BROWN, BLACK} {FIBROUS} 1 0 0.10607 375 0.0632591 +C2 {WHITE} {SMOOTH} 0.303097 0.696903 0.0445637 904 0.152497 +C4 {BUFF, ORANGE, PURPLE, ...} {SMOOTH} 1 0 0.0395995 140 0.0236167 +C13 {CHOCOLATE} {FIBROUS} 0 1 0.0362346 105 0.0177126 +C5 {GREEN} {SMOOTH} 0 1 0.01898 55 0.009278 +C3 {CHOCOLATE} {SMOOTH} 0.274074 0.725926 0.00849532 135 0.0227733 +C12 {WHITE} {FIBROUS} 1 0 0.00763705 27 0.00455466 +C17 {WHITE} {SCALY} 0.666667 0.333333 0.000243962 15 0.00253036 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R46 +Variables + Type Name + Categorical Odor + Categorical StalkSurfaceBelowRing + +Variables stats +Odor +Group Frequency Coverage Size Value list +{NONE} 2686 0.453104 1 NONE +{FOUL, SPICY, FISHY, ...} 2677 0.451586 6 FOUL SPICY FISHY PUNGENT CREOSOTE MUSTY * +{ALMOND, ANISE} 565 0.0953104 2 ALMOND ANISE +StalkSurfaceBelowRing +Group Frequency Coverage Size Value list +{SMOOTH} 3587 0.605094 1 SMOOTH +{SILKY, FIBROUS} 2148 0.362348 2 SILKY FIBROUS +{SCALY} 193 0.0325574 1 SCALY * + +Cell frequencies + StalkSurfaceBelowRing +Odor {SMOOTH} {SILKY, FIBROUS} {SCALY} Total Coverage +{NONE} 2113 540 33 2686 0.453104 +{FOUL, SPICY, FISHY, ...} 1036 1608 33 2677 0.451586 +{ALMOND, ANISE} 438 0 127 565 0.0953104 +Total 3587 2148 193 5928 +Coverage 0.605094 0.362348 0.0325574 + +Cells 8 +Cell Id Odor StalkSurfaceBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C5 {FOUL, SPICY, FISHY, ...} {SILKY, FIBROUS} 0 1 0.323328 1608 0.271255 +C1 {NONE} {SMOOTH} 0.971604 0.0283956 0.278658 2113 0.356444 +C2 {FOUL, SPICY, FISHY, ...} {SMOOTH} 0 1 0.208313 1036 0.174764 +C4 {NONE} {SILKY, FIBROUS} 1 0 0.0889979 540 0.0910931 +C3 {ALMOND, ANISE} {SMOOTH} 1 0 0.0721872 438 0.0738866 +C9 {ALMOND, ANISE} {SCALY} 1 0 0.020931 127 0.0214238 +C8 {FOUL, SPICY, FISHY, ...} {SCALY} 0 1 0.00663547 33 0.0055668 +C7 {NONE} {SCALY} 0.30303 0.69697 0.000948439 33 0.0055668 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R47 +Variables + Type Name + Categorical Odor + Categorical StalkSurfaceAboveRing + +Variables stats +Odor +Group Frequency Coverage Size Value list +{NONE} 2686 0.453104 1 NONE +{FOUL, SPICY, FISHY, ...} 2677 0.451586 6 FOUL SPICY FISHY PUNGENT CREOSOTE MUSTY * +{ALMOND, ANISE} 565 0.0953104 2 ALMOND ANISE +StalkSurfaceAboveRing +Group Frequency Coverage Size Value list +{SMOOTH, FIBROUS} 4260 0.718623 2 SMOOTH FIBROUS +{SILKY, SCALY} 1668 0.281377 2 SILKY SCALY * + +Cell frequencies + StalkSurfaceAboveRing +Odor {SMOOTH, FIBROUS} {SILKY, SCALY} Total Coverage +{NONE} 2555 131 2686 0.453104 +{FOUL, SPICY, FISHY, ...} 1140 1537 2677 0.451586 +{ALMOND, ANISE} 565 0 565 0.0953104 +Total 4260 1668 5928 +Coverage 0.718623 0.281377 + +Cells 5 +Cell Id Odor StalkSurfaceAboveRing EDIBLE POISONOUS Interest Frequency Coverage +C1 {NONE} {SMOOTH, FIBROUS} 0.976517 0.0234834 0.353316 2555 0.431005 +C5 {FOUL, SPICY, FISHY, ...} {SILKY, SCALY} 0 1 0.313352 1537 0.259278 +C2 {FOUL, SPICY, FISHY, ...} {SMOOTH, FIBROUS} 0 1 0.232414 1140 0.192308 +C3 {ALMOND, ANISE} {SMOOTH, FIBROUS} 1 0 0.0944137 565 0.0953104 +C4 {NONE} {SILKY, SCALY} 0.824427 0.175573 0.00650442 131 0.0220985 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R49 +Variables + Type Name + Categorical GillColor + Categorical Odor + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{BUFF, PINK, BROWN, ...} 4452 0.751012 8 BUFF PINK BROWN CHOCOLATE PURPLE BLACK RED ORANGE +{WHITE, GRAY, YELLOW} 1458 0.245951 3 WHITE GRAY YELLOW +{GREEN} 18 0.00303644 1 GREEN * +Odor +Group Frequency Coverage Size Value list +{NONE} 2686 0.453104 1 NONE +{FOUL, SPICY, FISHY, ...} 2677 0.451586 6 FOUL SPICY FISHY PUNGENT CREOSOTE MUSTY * +{ALMOND, ANISE} 565 0.0953104 2 ALMOND ANISE + +Cell frequencies + Odor +GillColor {NONE} {FOUL, SPICY, FISHY, ...} {ALMOND, ANISE} Total Coverage +{BUFF, PINK, BROWN, ...} 1934 2206 312 4452 0.751012 +{WHITE, GRAY, YELLOW} 734 471 253 1458 0.245951 +{GREEN} 18 0 0 18 0.00303644 +Total 2686 2677 565 5928 +Coverage 0.453104 0.451586 0.0953104 + +Cells 7 +Cell Id GillColor Odor EDIBLE POISONOUS Interest Frequency Coverage +C4 {BUFF, PINK, BROWN, ...} {FOUL, SPICY, FISHY, ...} 0 1 0.435161 2206 0.372132 +C1 {BUFF, PINK, BROWN, ...} {NONE} 1 0 0.312701 1934 0.326248 +C5 {WHITE, GRAY, YELLOW} {FOUL, SPICY, FISHY, ...} 0 1 0.0929107 471 0.0794534 +C2 {WHITE, GRAY, YELLOW} {NONE} 0.911444 0.0885559 0.0643237 734 0.123819 +C7 {BUFF, PINK, BROWN, ...} {ALMOND, ANISE} 1 0 0.0504461 312 0.0526316 +C8 {WHITE, GRAY, YELLOW} {ALMOND, ANISE} 1 0 0.0409066 253 0.0426788 +C3 {GREEN} {NONE} 0 1 0.00355073 18 0.00303644 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R50 +Variables + Type Name + Categorical Odor + Categorical SporePrintColor + +Variables stats +Odor +Group Frequency Coverage Size Value list +{NONE, ALMOND, ANISE} 3251 0.548414 3 NONE ALMOND ANISE +{FOUL, SPICY, FISHY, ...} 2677 0.451586 6 FOUL SPICY FISHY PUNGENT CREOSOTE MUSTY * +SporePrintColor +Group Frequency Coverage Size Value list +{BROWN, BLACK, CHOCOLATE, ...} 4162 0.702092 7 BROWN BLACK CHOCOLATE BUFF ORANGE PURPLE YELLOW * +{WHITE} 1711 0.28863 1 WHITE +{GREEN} 55 0.009278 1 GREEN + +Cell frequencies + SporePrintColor +Odor {BROWN, BLACK, CHOCOLATE, ...} {WHITE} {GREEN} Total Coverage +{NONE, ALMOND, ANISE} 2759 437 55 3251 0.548414 +{FOUL, SPICY, FISHY, ...} 1403 1274 0 2677 0.451586 +Total 4162 1711 55 5928 +Coverage 0.702092 0.28863 0.009278 + +Cells 5 +Cell Id Odor SporePrintColor EDIBLE POISONOUS Interest Frequency Coverage +C1 {NONE, ALMOND, ANISE} {BROWN, BLACK, CHOCOLATE, ...} 1 0 0.433173 2759 0.465418 +C2 {FOUL, SPICY, FISHY, ...} {BROWN, BLACK, CHOCOLATE, ...} 0 1 0.268744 1403 0.236673 +C4 {FOUL, SPICY, FISHY, ...} {WHITE} 0 1 0.244034 1274 0.214912 +C3 {NONE, ALMOND, ANISE} {WHITE} 0.935927 0.0640732 0.0435137 437 0.0737179 +C5 {NONE, ALMOND, ANISE} {GREEN} 0 1 0.0105352 55 0.009278 + Total 0.534413 0.465587 1 5928 1 diff --git a/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/Var2All_PreparationReport.xls b/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/Var2All_PreparationReport.xls new file mode 100644 index 000000000..d1a5ccb50 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/Var2All_PreparationReport.xls @@ -0,0 +1,633 @@ +#Khiops 10.1.5 +Descriptive statistics + + +Problem description +Short description + +Dictionary Mushroom +Variables + Categorical 23 + Total 23 + +Database ../../../datasets/Mushroom/Mushroom.txt +Sample percentage 70 +Sampling mode Include sample +Selection variable +Selection value +Instances 5928 + +Learning task Classification analysis + +Target variable Categorical Class + +Target variable stats +Value Frequency Coverage +EDIBLE 3168 0.534413 +POISONOUS 2760 0.465587 + +Evaluated variables 22 +Informative variables 21 + +Max number of constructed variables 0 +Max number of trees 0 +Max number of variable pairs 50 +Discretization MODL +Value grouping MODL + +Null model + Constr. cost 0.693147 + Prep. cost 8.68761 + Data cost 4090.36 + + +Categorical variables statistics + +Rank Name Level Groups Values Mode Mode coverage Constr. cost Prep. cost Data cost +R01 Odor 0.900798 3 9 NONE 0.453104 3.82864 35.694 367.179 +R02 SporePrintColor 0.47984 4 9 WHITE 0.28863 3.82864 43.8179 2084.87 +R03 GillColor 0.402066 6 12 BUFF 0.209345 3.82864 63.2207 2384.32 +R04 StalkSurfaceAboveRing 0.285867 3 4 SMOOTH 0.633097 3.82864 28.5617 2895.37 +R05 RingType 0.283664 4 5 PENDANT 0.470142 3.82864 36.5603 2896.4 +R06 StalkSurfaceBelowRing 0.272744 3 4 SMOOTH 0.605094 3.82864 28.6051 2949.13 +R07 StalkColorAboveRing 0.245938 5 9 WHITE 0.56697 3.82864 50.6463 3036.98 +R08 GillSize 0.228924 2 2 BROAD 0.695175 3.82864 17.2546 3140.12 +R09 StalkColorBelowRing 0.223656 5 9 WHITE 0.557186 3.82864 50.8241 3128.16 +R10 Population 0.20956 5 6 SEVERAL 0.487517 3.82864 45.3128 3191.45 +R11 Bruise 0.158096 2 2 NO 0.601889 3.82864 17.3774 3430.38 +R12 Habitat 0.155388 6 7 WOODS 0.375169 3.82864 52.3352 3406.52 +R13 StalkRoot 0.143978 5 5 BULBOUS 0.446862 3.82864 42.5668 3463.07 +R14 GillSpacing 0.125243 2 2 CLOSE 0.808704 3.82864 16.9402 3565.51 +R15 CapShape 0.0418307 3 6 CONVEX 0.456309 3.82864 31.4583 3892.96 +R16 CapColor 0.0368621 5 10 BROWN 0.273954 3.82864 51.3578 3893.43 +R17 RingNumber 0.0288836 3 3 ONE 0.925101 3.82864 23.682 3953.81 +R18 CapSurface 0.0287294 2 4 SCALY 0.384953 3.82864 19.8392 3958.29 +R19 VeilColor 0.0186198 3 4 WHITE 0.975202 3.82864 23.3998 3996.17 +R20 GillAttachment 0.0109149 2 2 FREE 0.973516 3.82864 15.1539 4036.01 +R21 StalkShape 0.00748534 2 2 TAPERING 0.583502 3.82864 17.3915 4047.83 +R22 VeilType 0 1 1 PARTIAL 1 0.693147 8.68761 4090.36 + + +-------------------------------------------------------------------------------- + +Variables detailed statistics + + +Rank R01 +Variable Categorical Odor + +Variable stats +Group Size Value list +{NONE} 1 NONE +{FOUL, SPICY, FISHY, ...} 6 FOUL SPICY FISHY PUNGENT CREOSOTE MUSTY * +{ALMOND, ANISE} 2 ALMOND ANISE + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{FOUL, SPICY, FISHY, ...} 0 1 0.549437 2677 0.451586 +{NONE} 0.969099 0.030901 0.355515 2686 0.453104 +{ALMOND, ANISE} 1 0 0.0950487 565 0.0953104 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +NONE 2686 0.453104 +FOUL 1499 0.252868 +SPICY 419 0.0706815 +FISHY 414 0.0698381 +ALMOND 294 0.0495951 +ANISE 271 0.0457152 +PUNGENT 174 0.0293522 +CREOSOTE 138 0.0232794 +MUSTY 33 0.0055668 + +---------------------------------------------- +Rank R02 +Variable Categorical SporePrintColor + +Variable stats +Group Size Value list +{BROWN, BLACK} 2 BROWN BLACK +{WHITE} 1 WHITE +{CHOCOLATE, GREEN} 2 CHOCOLATE GREEN +{BUFF, ORANGE, PURPLE, ...} 4 BUFF ORANGE PURPLE YELLOW * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{BROWN, BLACK} 0.892191 0.107809 0.433474 2894 0.488192 +{CHOCOLATE, GREEN} 0.0312764 0.968724 0.367351 1183 0.199561 +{WHITE} 0.239041 0.760959 0.155311 1711 0.28863 +{BUFF, ORANGE, PURPLE, ...} 1 0 0.0438651 140 0.0236167 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +WHITE 1711 0.28863 +BROWN 1480 0.249663 +BLACK 1414 0.238529 +CHOCOLATE 1128 0.190283 +GREEN 55 0.009278 +BUFF 38 0.00641026 +ORANGE 37 0.00624157 +PURPLE 34 0.00573549 +YELLOW 31 0.00522942 + +---------------------------------------------- +Rank R03 +Variable Categorical GillColor + +Variable stats +Group Size Value list +{BROWN, PURPLE, BLACK} 3 BROWN PURPLE BLACK +{BUFF, GREEN} 2 BUFF GREEN * +{PINK} 1 PINK +{CHOCOLATE, GRAY} 2 CHOCOLATE GRAY +{WHITE, YELLOW} 2 WHITE YELLOW +{RED, ORANGE} 2 RED ORANGE + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{BUFF, GREEN} 0 1 0.567346 1259 0.212382 +{BROWN, PURPLE, BLACK} 0.888049 0.111951 0.250144 1456 0.245614 +{WHITE, YELLOW} 0.797024 0.202976 0.0832445 941 0.158738 +{CHOCOLATE, GRAY} 0.335502 0.664498 0.0508656 1076 0.181511 +{RED, ORANGE} 1 0 0.0428459 116 0.0195682 +{PINK} 0.6 0.4 0.0055532 1080 0.182186 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +BUFF 1241 0.209345 +PINK 1080 0.182186 +WHITE 872 0.147099 +BROWN 758 0.127868 +CHOCOLATE 559 0.0942982 +GRAY 517 0.0872132 +PURPLE 352 0.0593792 +BLACK 346 0.0583671 +YELLOW 69 0.0116397 +RED 65 0.0109649 +ORANGE 51 0.00860324 +GREEN 18 0.00303644 + +---------------------------------------------- +Rank R04 +Variable Categorical StalkSurfaceAboveRing + +Variable stats +Group Size Value list +{SMOOTH, SCALY} 2 SMOOTH SCALY * +{SILKY} 1 SILKY +{FIBROUS} 1 FIBROUS + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{SILKY} 0.0592861 0.940714 0.738617 1653 0.278846 +{SMOOTH, SCALY} 0.708068 0.291932 0.199532 3768 0.635628 +{FIBROUS} 0.792899 0.207101 0.0618507 507 0.0855263 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +SMOOTH 3753 0.633097 +SILKY 1653 0.278846 +FIBROUS 507 0.0855263 +SCALY 15 0.00253036 + +---------------------------------------------- +Rank R05 +Variable Categorical RingType + +Variable stats +Group Size Value list +{PENDANT} 1 PENDANT +{EVANESCENT} 1 EVANESCENT +{LARGE, NONE} 2 LARGE NONE * +{FLARING} 1 FLARING + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{LARGE, NONE} 0 1 0.591409 921 0.155364 +{PENDANT} 0.793685 0.206315 0.34179 2787 0.470142 +{EVANESCENT} 0.42098 0.57902 0.0473267 2183 0.368252 +{FLARING} 1 0 0.0194742 37 0.00624157 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +PENDANT 2787 0.470142 +EVANESCENT 2183 0.368252 +LARGE 888 0.149798 +FLARING 37 0.00624157 +NONE 33 0.0055668 + +---------------------------------------------- +Rank R06 +Variable Categorical StalkSurfaceBelowRing + +Variable stats +Group Size Value list +{SMOOTH, SCALY} 2 SMOOTH SCALY * +{SILKY} 1 SILKY +{FIBROUS} 1 FIBROUS + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{SILKY} 0.0617207 0.938279 0.740765 1604 0.27058 +{SMOOTH, SCALY} 0.695238 0.304762 0.179003 3780 0.637652 +{FIBROUS} 0.810662 0.189338 0.0802322 544 0.0917679 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +SMOOTH 3587 0.605094 +SILKY 1604 0.27058 +FIBROUS 544 0.0917679 +SCALY 193 0.0325574 + +---------------------------------------------- +Rank R07 +Variable Categorical StalkColorAboveRing + +Variable stats +Group Size Value list +{WHITE} 1 WHITE +{PINK} 1 PINK +{GRAY, ORANGE, RED} 3 GRAY ORANGE RED +{BUFF, CINNAMON, YELLOW} 3 BUFF CINNAMON YELLOW * +{BROWN} 1 BROWN + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{GRAY, ORANGE, RED} 1 0 0.367734 615 0.103745 +{BUFF, CINNAMON, YELLOW} 0 1 0.234902 322 0.0543185 +{BROWN} 0.0316456 0.968354 0.186866 316 0.0533063 +{PINK} 0.30137 0.69863 0.139043 1314 0.22166 +{WHITE} 0.638798 0.361202 0.0714553 3361 0.56697 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +WHITE 3361 0.56697 +PINK 1314 0.22166 +GRAY 410 0.0691633 +BROWN 316 0.0533063 +BUFF 284 0.0479082 +ORANGE 142 0.0239541 +RED 63 0.0106275 +CINNAMON 33 0.0055668 +YELLOW 5 0.000843455 + +---------------------------------------------- +Rank R08 +Variable Categorical GillSize + +Variable stats +Group Size Value list +{BROAD} 1 BROAD +{NARROW} 1 NARROW * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{NARROW} 0.125069 0.874931 0.706633 1807 0.304825 +{BROAD} 0.713904 0.286096 0.293367 4121 0.695175 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +BROAD 4121 0.695175 +NARROW 1807 0.304825 + +---------------------------------------------- +Rank R09 +Variable Categorical StalkColorBelowRing + +Variable stats +Group Size Value list +{WHITE} 1 WHITE +{PINK} 1 PINK +{GRAY, ORANGE, RED} 3 GRAY ORANGE RED +{BROWN} 1 BROWN +{BUFF, CINNAMON, YELLOW} 3 BUFF CINNAMON YELLOW * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{GRAY, ORANGE, RED} 1 0 0.393296 600 0.101215 +{BUFF, CINNAMON, YELLOW} 0 1 0.279903 350 0.0590418 +{PINK} 0.30564 0.69436 0.146517 1312 0.221323 +{BROWN} 0.173554 0.826446 0.105969 363 0.0612348 +{WHITE} 0.636997 0.363003 0.0743147 3303 0.557186 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +WHITE 3303 0.557186 +PINK 1312 0.221323 +GRAY 394 0.0664642 +BROWN 363 0.0612348 +BUFF 301 0.050776 +ORANGE 142 0.0239541 +RED 64 0.0107962 +CINNAMON 33 0.0055668 +YELLOW 16 0.00269906 + +---------------------------------------------- +Rank R10 +Variable Categorical Population + +Variable stats +Group Size Value list +{SEVERAL} 1 SEVERAL +{SOLITARY} 1 SOLITARY +{SCATTERED} 1 SCATTERED +{ABUNDANT, NUMEROUS} 2 ABUNDANT NUMEROUS +{CLUSTERED} 1 CLUSTERED * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{ABUNDANT, NUMEROUS} 1 0 0.457936 650 0.109649 +{SEVERAL} 0.29827 0.70173 0.370249 2890 0.487517 +{SCATTERED} 0.740166 0.259834 0.0972382 966 0.162955 +{CLUSTERED} 0.82377 0.17623 0.0508243 244 0.0411606 +{SOLITARY} 0.628183 0.371817 0.0237528 1178 0.198718 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +SEVERAL 2890 0.487517 +SOLITARY 1178 0.198718 +SCATTERED 966 0.162955 +ABUNDANT 366 0.0617409 +NUMEROUS 284 0.0479082 +CLUSTERED 244 0.0411606 + +---------------------------------------------- +Rank R11 +Variable Categorical Bruise + +Variable stats +Group Size Value list +{NO} 1 NO +{BRUISES} 1 BRUISES * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{BRUISES} 0.814831 0.185169 0.621883 2360 0.398111 +{NO} 0.348935 0.651065 0.378117 3568 0.601889 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +NO 3568 0.601889 +BRUISES 2360 0.398111 + +---------------------------------------------- +Rank R12 +Variable Categorical Habitat + +Variable stats +Group Size Value list +{WOODS} 1 WOODS +{GRASSES} 1 GRASSES +{LEAVES, URBAN} 2 LEAVES URBAN +{PATHS} 1 PATHS +{MEADOWS} 1 MEADOWS +{WASTE} 1 WASTE * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{PATHS} 0.108886 0.891114 0.482303 799 0.134784 +{LEAVES, URBAN} 0.301606 0.698394 0.143722 872 0.147099 +{GRASSES} 0.69715 0.30285 0.138157 1684 0.284076 +{WASTE} 1 0 0.120394 129 0.0217611 +{MEADOWS} 0.881818 0.118182 0.0916189 220 0.037112 +{WOODS} 0.593975 0.406025 0.0238039 2224 0.375169 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +WOODS 2224 0.375169 +GRASSES 1684 0.284076 +PATHS 799 0.134784 +LEAVES 621 0.104757 +URBAN 251 0.0423414 +MEADOWS 220 0.037112 +WASTE 129 0.0217611 + +---------------------------------------------- +Rank R13 +Variable Categorical StalkRoot + +Variable stats +Group Size Value list +{BULBOUS} 1 BULBOUS +{?} 1 ? +{EQUAL} 1 EQUAL +{CLUB} 1 CLUB +{ROOTED} 1 ROOTED * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{?} 0.286686 0.713314 0.359363 1765 0.29774 +{EQUAL} 0.822268 0.177732 0.290265 979 0.165148 +{CLUB} 0.906863 0.0931373 0.217754 408 0.0688259 +{ROOTED} 1 0 0.12882 127 0.0214238 +{BULBOUS} 0.513401 0.486599 0.00379824 2649 0.446862 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +BULBOUS 2649 0.446862 +? 1765 0.29774 +EQUAL 979 0.165148 +CLUB 408 0.0688259 +ROOTED 127 0.0214238 + +---------------------------------------------- +Rank R14 +Variable Categorical GillSpacing + +Variable stats +Group Size Value list +{CLOSE} 1 CLOSE +{CROWDED} 1 CROWDED * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{CROWDED} 0.931217 0.0687831 0.837822 1134 0.191296 +{CLOSE} 0.440551 0.559449 0.162178 4794 0.808704 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +CLOSE 4794 0.808704 +CROWDED 1134 0.191296 + +---------------------------------------------- +Rank R15 +Variable Categorical CapShape + +Variable stats +Group Size Value list +{CONVEX, FLAT} 2 CONVEX FLAT +{KNOBBED, CONICAL} 2 KNOBBED CONICAL * +{BELL, SUNKEN} 2 BELL SUNKEN + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{BELL, SUNKEN} 0.89881 0.10119 0.548736 336 0.0566802 +{KNOBBED, CONICAL} 0.268251 0.731749 0.448791 589 0.099359 +{CONVEX, FLAT} 0.541275 0.458725 0.0024731 5003 0.843961 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +CONVEX 2705 0.456309 +FLAT 2298 0.387652 +KNOBBED 587 0.0990216 +BELL 319 0.0538124 +SUNKEN 17 0.00286775 +CONICAL 2 0.000337382 + +---------------------------------------------- +Rank R16 +Variable Categorical CapColor + +Variable stats +Group Size Value list +{RED, YELLOW, BUFF, ...} 4 RED YELLOW BUFF PINK +{BROWN} 1 BROWN +{GRAY} 1 GRAY +{WHITE, CINNAMON} 2 WHITE CINNAMON +{PURPLE, GREEN} 2 PURPLE GREEN * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{RED, YELLOW, BUFF, ...} 0.380531 0.619469 0.520497 2034 0.343117 +{WHITE, CINNAMON} 0.706422 0.293578 0.252875 763 0.128711 +{GRAY} 0.628032 0.371968 0.1424 1484 0.250337 +{PURPLE, GREEN} 1 0 0.0773642 23 0.00387989 +{BROWN} 0.554187 0.445813 0.00686462 1624 0.273954 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +BROWN 1624 0.273954 +GRAY 1484 0.250337 +RED 1074 0.181174 +YELLOW 733 0.12365 +WHITE 731 0.123313 +BUFF 130 0.0219298 +PINK 97 0.016363 +CINNAMON 32 0.00539811 +PURPLE 13 0.00219298 +GREEN 10 0.00168691 + +---------------------------------------------- +Rank R17 +Variable Categorical RingNumber + +Variable stats +Group Size Value list +{ONE} 1 ONE +{TWO} 1 TWO +{NONE} 1 NONE * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{TWO} 0.86618 0.13382 0.772802 411 0.069332 +{NONE} 0 1 0.188642 33 0.0055668 +{ONE} 0.512764 0.487236 0.0385558 5484 0.925101 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +ONE 5484 0.925101 +TWO 411 0.069332 +NONE 33 0.0055668 + +---------------------------------------------- +Rank R18 +Variable Categorical CapSurface + +Variable stats +Group Size Value list +{SCALY, SMOOTH, GROOVES} 3 SCALY SMOOTH GROOVES * +{FIBROUS} 1 FIBROUS + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{FIBROUS} 0.6955 0.3045 0.718902 1711 0.28863 +{SCALY, SMOOTH, GROOVES} 0.469054 0.530946 0.281098 4217 0.71137 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +SCALY 2282 0.384953 +SMOOTH 1932 0.325911 +FIBROUS 1711 0.28863 +GROOVES 3 0.000506073 + +---------------------------------------------- +Rank R19 +Variable Categorical VeilColor + +Variable stats +Group Size Value list +{WHITE} 1 WHITE +{ORANGE, BROWN} 2 ORANGE BROWN +{YELLOW} 1 YELLOW * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{ORANGE, BROWN} 1 0 0.944583 142 0.0239541 +{YELLOW} 0 1 0.0405783 5 0.000843455 +{WHITE} 0.523439 0.476561 0.0148388 5781 0.975202 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +WHITE 5781 0.975202 +ORANGE 76 0.0128205 +BROWN 66 0.0111336 +YELLOW 5 0.000843455 + +---------------------------------------------- +Rank R20 +Variable Categorical GillAttachment + +Variable stats +Group Size Value list +{FREE} 1 FREE +{ATTACHED} 1 ATTACHED * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{ATTACHED} 0.904459 0.0955414 0.977475 157 0.0264845 +{FREE} 0.524346 0.475654 0.0225246 5771 0.973516 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +FREE 5771 0.973516 +ATTACHED 157 0.0264845 + +---------------------------------------------- +Rank R21 +Variable Categorical StalkShape + +Variable stats +Group Size Value list +{TAPERING} 1 TAPERING +{ENLARGING} 1 ENLARGING * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{ENLARGING} 0.466991 0.533009 0.581265 2469 0.416498 +{TAPERING} 0.582538 0.417462 0.418735 3459 0.583502 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +TAPERING 3459 0.583502 +ENLARGING 2469 0.416498 diff --git a/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/Var2_AllReports.khj b/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/Var2_AllReports.khj new file mode 100644 index 000000000..ea784ab9a --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/Var2_AllReports.khj @@ -0,0 +1,4774 @@ +{ + "tool": "Khiops", + "version": "10.1.5", + "shortDescription": "", + "preparationReport": { + "reportType": "Preparation", + "summary": { + "dictionary": "Mushroom", + "variables": { + "types": [ + "Categorical" + ], + "numbers": [ + 23 + ] + }, + "database": "..\/..\/..\/datasets\/Mushroom\/Mushroom.txt", + "samplePercentage": 70, + "samplingMode": "Include sample", + "selectionVariable": "", + "selectionValue": "", + "instances": 5928, + "learningTask": "Classification analysis", + "targetVariable": "Class", + "targetDescriptiveStats": { + "values": 2, + "mode": "EDIBLE", + "modeFrequency": 3168 + }, + "targetValues": { + "values": ["EDIBLE","POISONOUS"], + "frequencies": [3168,2760] + }, + "evaluatedVariables": 22, + "informativeVariables": 21, + "featureEngineering": { + "maxNumberOfConstructedVariables": 0, + "maxNumberOfTrees": 0, + "maxNumberOfVariablePairs": 50 + }, + "discretization": "MODL", + "valueGrouping": "MODL", + "nullModel": { + "constructionCost": 0.693147, + "preparationCost": 8.68761, + "dataCost": 4090.36 + } + }, + "variablesStatistics": [ + { + "rank": "R01", + "name": "Odor", + "type": "Categorical", + "level": 0.900798, + "parts": 3, + "values": 9, + "mode": "NONE", + "modeFrequency": 2686, + "constructionCost": 3.82864, + "preparationCost": 35.694, + "dataCost": 367.179 + }, + { + "rank": "R02", + "name": "SporePrintColor", + "type": "Categorical", + "level": 0.47984, + "parts": 4, + "values": 9, + "mode": "WHITE", + "modeFrequency": 1711, + "constructionCost": 3.82864, + "preparationCost": 43.8179, + "dataCost": 2084.87 + }, + { + "rank": "R03", + "name": "GillColor", + "type": "Categorical", + "level": 0.402066, + "parts": 6, + "values": 12, + "mode": "BUFF", + "modeFrequency": 1241, + "constructionCost": 3.82864, + "preparationCost": 63.2207, + "dataCost": 2384.32 + }, + { + "rank": "R04", + "name": "StalkSurfaceAboveRing", + "type": "Categorical", + "level": 0.285867, + "parts": 3, + "values": 4, + "mode": "SMOOTH", + "modeFrequency": 3753, + "constructionCost": 3.82864, + "preparationCost": 28.5617, + "dataCost": 2895.37 + }, + { + "rank": "R05", + "name": "RingType", + "type": "Categorical", + "level": 0.283664, + "parts": 4, + "values": 5, + "mode": "PENDANT", + "modeFrequency": 2787, + "constructionCost": 3.82864, + "preparationCost": 36.5603, + "dataCost": 2896.4 + }, + { + "rank": "R06", + "name": "StalkSurfaceBelowRing", + "type": "Categorical", + "level": 0.272744, + "parts": 3, + "values": 4, + "mode": "SMOOTH", + "modeFrequency": 3587, + "constructionCost": 3.82864, + "preparationCost": 28.6051, + "dataCost": 2949.13 + }, + { + "rank": "R07", + "name": "StalkColorAboveRing", + "type": "Categorical", + "level": 0.245938, + "parts": 5, + "values": 9, + "mode": "WHITE", + "modeFrequency": 3361, + "constructionCost": 3.82864, + "preparationCost": 50.6463, + "dataCost": 3036.98 + }, + { + "rank": "R08", + "name": "GillSize", + "type": "Categorical", + "level": 0.228924, + "parts": 2, + "values": 2, + "mode": "BROAD", + "modeFrequency": 4121, + "constructionCost": 3.82864, + "preparationCost": 17.2546, + "dataCost": 3140.12 + }, + { + "rank": "R09", + "name": "StalkColorBelowRing", + "type": "Categorical", + "level": 0.223656, + "parts": 5, + "values": 9, + "mode": "WHITE", + "modeFrequency": 3303, + "constructionCost": 3.82864, + "preparationCost": 50.8241, + "dataCost": 3128.16 + }, + { + "rank": "R10", + "name": "Population", + "type": "Categorical", + "level": 0.20956, + "parts": 5, + "values": 6, + "mode": "SEVERAL", + "modeFrequency": 2890, + "constructionCost": 3.82864, + "preparationCost": 45.3128, + "dataCost": 3191.45 + }, + { + "rank": "R11", + "name": "Bruise", + "type": "Categorical", + "level": 0.158096, + "parts": 2, + "values": 2, + "mode": "NO", + "modeFrequency": 3568, + "constructionCost": 3.82864, + "preparationCost": 17.3774, + "dataCost": 3430.38 + }, + { + "rank": "R12", + "name": "Habitat", + "type": "Categorical", + "level": 0.155388, + "parts": 6, + "values": 7, + "mode": "WOODS", + "modeFrequency": 2224, + "constructionCost": 3.82864, + "preparationCost": 52.3352, + "dataCost": 3406.52 + }, + { + "rank": "R13", + "name": "StalkRoot", + "type": "Categorical", + "level": 0.143978, + "parts": 5, + "values": 5, + "mode": "BULBOUS", + "modeFrequency": 2649, + "constructionCost": 3.82864, + "preparationCost": 42.5668, + "dataCost": 3463.07 + }, + { + "rank": "R14", + "name": "GillSpacing", + "type": "Categorical", + "level": 0.125243, + "parts": 2, + "values": 2, + "mode": "CLOSE", + "modeFrequency": 4794, + "constructionCost": 3.82864, + "preparationCost": 16.9402, + "dataCost": 3565.51 + }, + { + "rank": "R15", + "name": "CapShape", + "type": "Categorical", + "level": 0.0418307, + "parts": 3, + "values": 6, + "mode": "CONVEX", + "modeFrequency": 2705, + "constructionCost": 3.82864, + "preparationCost": 31.4583, + "dataCost": 3892.96 + }, + { + "rank": "R16", + "name": "CapColor", + "type": "Categorical", + "level": 0.0368621, + "parts": 5, + "values": 10, + "mode": "BROWN", + "modeFrequency": 1624, + "constructionCost": 3.82864, + "preparationCost": 51.3578, + "dataCost": 3893.43 + }, + { + "rank": "R17", + "name": "RingNumber", + "type": "Categorical", + "level": 0.0288836, + "parts": 3, + "values": 3, + "mode": "ONE", + "modeFrequency": 5484, + "constructionCost": 3.82864, + "preparationCost": 23.682, + "dataCost": 3953.81 + }, + { + "rank": "R18", + "name": "CapSurface", + "type": "Categorical", + "level": 0.0287294, + "parts": 2, + "values": 4, + "mode": "SCALY", + "modeFrequency": 2282, + "constructionCost": 3.82864, + "preparationCost": 19.8392, + "dataCost": 3958.29 + }, + { + "rank": "R19", + "name": "VeilColor", + "type": "Categorical", + "level": 0.0186198, + "parts": 3, + "values": 4, + "mode": "WHITE", + "modeFrequency": 5781, + "constructionCost": 3.82864, + "preparationCost": 23.3998, + "dataCost": 3996.17 + }, + { + "rank": "R20", + "name": "GillAttachment", + "type": "Categorical", + "level": 0.0109149, + "parts": 2, + "values": 2, + "mode": "FREE", + "modeFrequency": 5771, + "constructionCost": 3.82864, + "preparationCost": 15.1539, + "dataCost": 4036.01 + }, + { + "rank": "R21", + "name": "StalkShape", + "type": "Categorical", + "level": 0.00748534, + "parts": 2, + "values": 2, + "mode": "TAPERING", + "modeFrequency": 3459, + "constructionCost": 3.82864, + "preparationCost": 17.3915, + "dataCost": 4047.83 + }, + { + "rank": "R22", + "name": "VeilType", + "type": "Categorical", + "level": 0, + "parts": 1, + "values": 1, + "mode": "PARTIAL", + "modeFrequency": 5928, + "constructionCost": 0.693147, + "preparationCost": 8.68761, + "dataCost": 4090.36 + } + ], + "variablesDetailedStatistics": { + "R01": { + "dataGrid": { + "isSupervised": true, + "dimensions": [ + { + "variable": "Odor", + "type": "Categorical", + "partitionType": "Value groups", + "partition": [ + ["NONE"], + ["FOUL","SPICY","FISHY","PUNGENT","CREOSOTE","MUSTY"], + ["ALMOND","ANISE"] + ], + "defaultGroupIndex": 1 + }, + { + "variable": "Class", + "type": "Categorical", + "partitionType": "Values", + "partition": ["EDIBLE","POISONOUS"] + } + ], + "partTargetFrequencies": [ + [2603,83], + [0,2677], + [565,0] + ], + "partInterests": [0.355515,0.549437,0.0950487] + }, + "inputValues": { + "values": ["NONE","FOUL","SPICY","FISHY","ALMOND","ANISE","PUNGENT","CREOSOTE","MUSTY"], + "frequencies": [2686,1499,419,414,294,271,174,138,33] + } + }, + "R02": { + "dataGrid": { + "isSupervised": true, + "dimensions": [ + { + "variable": "SporePrintColor", + "type": "Categorical", + "partitionType": 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CapSurface GillColor 0.0264251 0.457221 0.0287294 0.402066 2 3 10 27 11.0633 165.437 2048.75 +R19 CapColor RingNumber 0.0165939 0.0823395 0.0368621 0.0288836 2 5 3 13 11.0633 79.6597 3671.44 +R20 GillColor GillSpacing 0.00457008 0.53188 0.402066 0.125243 2 10 2 18 11.0633 118.931 1789.18 +R21 CapColor GillAttachment 0.00295091 0.0507279 0.0368621 0.0109149 2 5 2 8 11.0633 60.0761 3820.63 +R22 CapColor VeilColor -0.000400769 0.0550811 0.0368621 0.0186198 2 5 2 7 11.0633 61.0485 3801.81 +R23 GillColor RingNumber -0.00175819 0.429192 0.402066 0.0288836 2 7 3 13 11.0633 95.2351 2233.87 +R24 GillAttachment GillColor -0.00608092 0.4069 0.0109149 0.402066 2 2 6 9 11.0633 74.5967 2345.89 +R25 GillColor VeilColor -0.0110393 0.409647 0.402066 0.0186198 2 6 3 10 11.0633 77.9598 2331.27 +R26 CapShape GillColor -0.0114079 0.432489 0.0418307 0.402066 2 4 7 20 11.0633 139.084 2176.5 +R27 CapColor Odor -0.0128661 0.924794 0.0368621 0.900798 2 4 3 11 11.0633 88.3698 208.891 +R28 CapColor GillSpacing -0.0165024 0.145603 0.0368621 0.125243 2 5 2 9 11.0633 70.5769 3421.17 +R29 GillColor StalkColorBelowRing -0.0227689 0.602953 0.402066 0.223656 2 5 5 17 11.0633 130.308 1486.42 +R30 GillColor RingType -0.0271761 0.658554 0.402066 0.283664 2 5 3 14 11.0633 103.762 1285.01 +R31 GillColor Habitat -0.0312589 0.526196 0.402066 0.155388 2 6 6 28 11.0633 166.146 1765.26 +R32 GillColor Population -0.0408284 0.570798 0.402066 0.20956 2 8 4 24 11.0633 151.132 1597.42 +R33 GillColor StalkColorAboveRing -0.0481246 0.59988 0.402066 0.245938 2 5 5 17 11.0633 128.369 1500.95 +R34 Bruise GillColor -0.0936894 0.466473 0.158096 0.402066 2 2 8 15 11.0633 110.714 2065.54 +R35 GillColor StalkSurfaceBelowRing -0.115085 0.559725 0.402066 0.272744 2 6 4 18 11.0633 121.302 1672.65 +R36 GillColor StalkSurfaceAboveRing -0.129002 0.558931 0.402066 0.285867 2 7 3 17 11.0633 119.873 1677.33 +R37 GillColor GillSize -0.129647 0.501344 0.402066 0.228924 2 6 2 12 11.0633 88.9095 1944.39 +R38 GillColor SporePrintColor -0.196156 0.68575 0.402066 0.47984 2 5 3 14 11.0633 109.644 1167.64 +R39 GillColor Odor -0.375657 0.927207 0.402066 0.900798 2 3 3 7 11.0633 70.7279 216.64 + + +-------------------------------------------------------------------------------- + +Variables pairs detailed statistics +(Pairs with two jointly informative variables) + + +Rank R01 +Variables + Type Name + Categorical CapColor + Categorical StalkRoot + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{BROWN, CINNAMON} 1656 0.279352 2 BROWN CINNAMON +{GRAY} 1484 0.250337 1 GRAY +{RED} 1074 0.181174 1 RED +{WHITE, PINK, PURPLE, ...} 851 0.143556 4 WHITE PINK PURPLE GREEN * +{YELLOW} 733 0.12365 1 YELLOW +{BUFF} 130 0.0219298 1 BUFF +StalkRoot +Group Frequency Coverage Size Value list +{BULBOUS} 2649 0.446862 1 BULBOUS +{?} 1765 0.29774 1 ? +{EQUAL} 979 0.165148 1 EQUAL +{CLUB} 408 0.0688259 1 CLUB +{ROOTED} 127 0.0214238 1 ROOTED * + +Cell frequencies + StalkRoot +CapColor {BULBOUS} {?} {EQUAL} {CLUB} {ROOTED} Total Coverage +{BROWN, CINNAMON} 474 789 301 27 65 1656 0.279352 +{GRAY} 963 100 421 0 0 1484 0.250337 +{RED} 401 667 0 6 0 1074 0.181174 +{WHITE, PINK, PURPLE, ...} 239 163 257 192 0 851 0.143556 +{YELLOW} 480 8 0 183 62 733 0.12365 +{BUFF} 92 38 0 0 0 130 0.0219298 +Total 2649 1765 979 408 127 5928 +Coverage 0.446862 0.29774 0.165148 0.0688259 0.0214238 + +Cells 21 +Cell Id CapColor StalkRoot EDIBLE POISONOUS Interest Frequency Coverage +C9 {RED} {?} 0.0449775 0.955022 0.166605 667 0.112517 +C1 {BROWN, CINNAMON} {BULBOUS} 1 0 0.129063 474 0.0799595 +C14 {GRAY} {EQUAL} 1 0 0.114632 421 0.0710189 +C3 {RED} {BULBOUS} 1 0 0.109186 401 0.0676451 +C5 {YELLOW} {BULBOUS} 0.0645833 0.935417 0.107663 480 0.0809717 +C7 {BROWN, CINNAMON} {?} 0.2218 0.7782 0.070184 789 0.133097 +C22 {WHITE, PINK, PURPLE, ...} {CLUB} 1 0 0.0522787 192 0.0323887 +C10 {WHITE, PINK, PURPLE, ...} {?} 1 0 0.0443825 163 0.0274966 +C23 {YELLOW} {CLUB} 0.972678 0.0273224 0.0401629 183 0.0308704 +C6 {BUFF} {BULBOUS} 0 1 0.0305621 92 0.0155196 +C4 {WHITE, PINK, PURPLE, ...} {BULBOUS} 0.179916 0.820084 0.0278739 239 0.0403171 +C8 {GRAY} {?} 1 0 0.0272285 100 0.0168691 +C25 {BROWN, CINNAMON} {ROOTED} 1 0 0.0176985 65 0.0109649 +C29 {YELLOW} {ROOTED} 1 0 0.0168817 62 0.0104588 +C12 {BUFF} {?} 1 0 0.0103468 38 0.00641026 +C2 {GRAY} {BULBOUS} 0.426791 0.573209 0.0097191 963 0.162449 +C19 {BROWN, CINNAMON} {CLUB} 0 1 0.00896931 27 0.00455466 +C13 {BROWN, CINNAMON} {EQUAL} 0.694352 0.305648 0.00695231 301 0.050776 +C16 {WHITE, PINK, PURPLE, ...} {EQUAL} 0.680934 0.319066 0.00495999 257 0.0433536 +C11 {YELLOW} {?} 0 1 0.00265757 8 0.00134953 +C21 {RED} {CLUB} 0 1 0.00199318 6 0.00101215 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R02 +Variables + Type Name + Categorical CapColor + Categorical RingType + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{RED, YELLOW} 1807 0.304825 2 RED YELLOW +{BROWN} 1624 0.273954 1 BROWN +{GRAY, CINNAMON, PURPLE, ...} 1539 0.259615 4 GRAY CINNAMON PURPLE GREEN * +{WHITE} 731 0.123313 1 WHITE +{BUFF, PINK} 227 0.0382928 2 BUFF PINK +RingType +Group Frequency Coverage Size Value list +{PENDANT} 2787 0.470142 1 PENDANT +{EVANESCENT, FLARING} 2220 0.374494 2 EVANESCENT FLARING +{LARGE, NONE} 921 0.155364 2 LARGE NONE * + +Cell frequencies + RingType +CapColor {PENDANT} {EVANESCENT, FLARING} {LARGE, NONE} Total Coverage +{RED, YELLOW} 672 680 455 1807 0.304825 +{BROWN} 749 857 18 1624 0.273954 +{GRAY, CINNAMON, PURPLE, ...} 663 428 448 1539 0.259615 +{WHITE} 542 189 0 731 0.123313 +{BUFF, PINK} 161 66 0 227 0.0382928 +Total 2787 2220 921 5928 +Coverage 0.470142 0.374494 0.155364 + +Cells 13 +Cell Id CapColor RingType EDIBLE POISONOUS Interest Frequency Coverage +C1 {RED, YELLOW} {PENDANT} 1 0 0.169132 672 0.11336 +C6 {RED, YELLOW} {EVANESCENT, FLARING} 0.0441176 0.955882 0.157753 680 0.11471 +C11 {RED, YELLOW} {LARGE, NONE} 0 1 0.139714 455 0.0767544 +C13 {GRAY, CINNAMON, PURPLE, ...} {LARGE, NONE} 0 1 0.137564 448 0.0755735 +C8 {GRAY, CINNAMON, PURPLE, ...} {EVANESCENT, FLARING} 1 0 0.107721 428 0.0721997 +C2 {BROWN} {PENDANT} 0.87717 0.12283 0.0815299 749 0.12635 +C3 {GRAY, CINNAMON, PURPLE, ...} {PENDANT} 0.829563 0.170437 0.0515325 663 0.111842 +C9 {WHITE} {EVANESCENT, FLARING} 1 0 0.0475683 189 0.0318826 +C7 {BROWN} {EVANESCENT, FLARING} 0.283547 0.716453 0.0444378 857 0.144568 +C5 {BUFF, PINK} {PENDANT} 0.0372671 0.962733 0.0388121 161 0.0271592 +C10 {BUFF, PINK} {EVANESCENT, FLARING} 1 0 0.0166111 66 0.0111336 +C12 {BROWN} {LARGE, NONE} 0 1 0.00552713 18 0.00303644 +C4 {WHITE} {PENDANT} 0.603321 0.396679 0.00209747 542 0.0914305 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R03 +Variables + Type Name + Categorical Bruise + Categorical CapColor + +Variables stats +Bruise +Group Frequency Coverage Size Value list +{NO} 3568 0.601889 1 NO +{BRUISES} 2360 0.398111 1 BRUISES * +CapColor +Group Frequency Coverage Size Value list +{RED, YELLOW} 1807 0.304825 2 RED YELLOW +{BROWN} 1624 0.273954 1 BROWN +{GRAY, CINNAMON} 1516 0.255735 2 GRAY CINNAMON +{WHITE, PURPLE, GREEN} 754 0.127193 3 WHITE PURPLE GREEN * +{BUFF} 130 0.0219298 1 BUFF +{PINK} 97 0.016363 1 PINK + +Cell frequencies + CapColor +Bruise {RED, YELLOW} {BROWN} {GRAY, CINNAMON} {WHITE, PURPLE, GREEN} {BUFF} {PINK} Total Coverage +{NO} 1105 1028 1036 352 0 47 3568 0.601889 +{BRUISES} 702 596 480 402 130 50 2360 0.398111 +Total 1807 1624 1516 754 130 97 5928 +Coverage 0.304825 0.273954 0.255735 0.127193 0.0219298 0.016363 + +Cells 11 +Cell Id Bruise CapColor EDIBLE POISONOUS Interest Frequency Coverage +C1 {NO} {RED, YELLOW} 0 1 0.487078 1105 0.186404 +C2 {BRUISES} {RED, YELLOW} 1 0 0.253631 702 0.118421 +C4 {BRUISES} {BROWN} 0.845638 0.154362 0.0748033 596 0.10054 +C6 {BRUISES} {GRAY, CINNAMON} 0.866667 0.133333 0.0698285 480 0.0809717 +C7 {NO} {WHITE, PURPLE, GREEN} 0.880682 0.119318 0.0563179 352 0.0593792 +C3 {NO} {BROWN} 0.385214 0.614786 0.0265483 1028 0.173414 +C11 {NO} {PINK} 0 1 0.0207173 47 0.00792848 +C10 {BRUISES} {BUFF} 0.292308 0.707692 0.00899146 130 0.0219298 +C12 {BRUISES} {PINK} 0.68 0.32 0.0012638 50 0.00843455 +C8 {BRUISES} {WHITE, PURPLE, GREEN} 0.569652 0.430348 0.000580797 402 0.0678138 +C5 {NO} {GRAY, CINNAMON} 0.52027 0.47973 0.000239824 1036 0.174764 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R04 +Variables + Type Name + Categorical CapColor + Categorical GillSize + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{BROWN} 1624 0.273954 1 BROWN +{GRAY} 1484 0.250337 1 GRAY +{RED} 1074 0.181174 1 RED +{YELLOW, BUFF} 863 0.14558 2 YELLOW BUFF +{WHITE} 731 0.123313 1 WHITE +{PINK} 97 0.016363 1 PINK +{CINNAMON, PURPLE, GREEN} 55 0.009278 3 CINNAMON PURPLE GREEN * +GillSize +Group Frequency Coverage Size Value list +{BROAD} 4121 0.695175 1 BROAD +{NARROW} 1807 0.304825 1 NARROW * + +Cell frequencies + GillSize +CapColor {BROAD} {NARROW} Total Coverage +{BROWN} 849 775 1624 0.273954 +{GRAY} 1401 83 1484 0.250337 +{RED} 437 637 1074 0.181174 +{YELLOW, BUFF} 819 44 863 0.14558 +{WHITE} 551 180 731 0.123313 +{PINK} 50 47 97 0.016363 +{CINNAMON, PURPLE, GREEN} 14 41 55 0.009278 +Total 4121 1807 5928 +Coverage 0.695175 0.304825 + +Cells 14 +Cell Id CapColor GillSize EDIBLE POISONOUS Interest Frequency Coverage +C10 {RED} {NARROW} 0 1 0.265416 637 0.107456 +C1 {BROWN} {BROAD} 0.978799 0.0212014 0.243789 849 0.143219 +C8 {BROWN} {NARROW} 0.0890323 0.910968 0.190883 775 0.130735 +C3 {RED} {BROAD} 0.98627 0.01373 0.132424 437 0.0737179 +C5 {WHITE} {BROAD} 0.84392 0.15608 0.0645671 551 0.0929487 +C4 {YELLOW, BUFF} {BROAD} 0.339438 0.660562 0.0343705 819 0.138158 +C13 {PINK} {NARROW} 0 1 0.0195833 47 0.00792848 +C2 {GRAY} {BROAD} 0.640971 0.359029 0.0177373 1401 0.236336 +C14 {CINNAMON, PURPLE, GREEN} {NARROW} 1 0 0.0140023 41 0.00691633 +C12 {WHITE} {NARROW} 0.283333 0.716667 0.0126873 180 0.0303644 +C11 {YELLOW, BUFF} {NARROW} 0.704545 0.295455 0.00144749 44 0.0074224 +C9 {GRAY} {NARROW} 0.409639 0.590361 0.00141384 83 0.0140013 +C6 {PINK} {BROAD} 0.68 0.32 0.00119462 50 0.00843455 +C7 {CINNAMON, PURPLE, GREEN} {BROAD} 0.357143 0.642857 0.000484246 14 0.00236167 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R05 +Variables + Type Name + Categorical CapColor + Categorical SporePrintColor + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{RED, YELLOW} 1807 0.304825 2 RED YELLOW +{BROWN, PURPLE, GREEN} 1647 0.277834 3 BROWN PURPLE GREEN * +{GRAY, BUFF} 1614 0.272267 2 GRAY BUFF +{WHITE} 731 0.123313 1 WHITE +{PINK} 97 0.016363 1 PINK +{CINNAMON} 32 0.00539811 1 CINNAMON +SporePrintColor +Group Frequency Coverage Size Value list +{BROWN, BLACK, PURPLE} 2928 0.493927 3 BROWN BLACK PURPLE +{WHITE} 1711 0.28863 1 WHITE +{CHOCOLATE, GREEN, BUFF, ...} 1289 0.217443 5 CHOCOLATE GREEN BUFF ORANGE YELLOW * + +Cell frequencies + SporePrintColor +CapColor {BROWN, BLACK, PURPLE} {WHITE} {CHOCOLATE, GREEN, BUFF, ...} Total Coverage +{RED, YELLOW} 672 686 449 1807 0.304825 +{BROWN, PURPLE, GREEN} 805 713 129 1647 0.277834 +{GRAY, BUFF} 876 143 595 1614 0.272267 +{WHITE} 528 103 100 731 0.123313 +{PINK} 47 34 16 97 0.016363 +{CINNAMON} 0 32 0 32 0.00539811 +Total 2928 1711 1289 5928 +Coverage 0.493927 0.28863 0.217443 + +Cells 16 +Cell Id CapColor SporePrintColor EDIBLE POISONOUS Interest Frequency Coverage +C15 {GRAY, BUFF} {CHOCOLATE, GREEN, BUFF, ...} 0 1 0.158098 595 0.100371 +C1 {RED, YELLOW} {BROWN, BLACK, PURPLE} 1 0 0.146355 672 0.11336 +C7 {RED, YELLOW} {WHITE} 0.0437318 0.956268 0.13801 686 0.115722 +C3 {GRAY, BUFF} {BROWN, BLACK, PURPLE} 0.944064 0.0559361 0.127475 876 0.147773 +C13 {RED, YELLOW} {CHOCOLATE, GREEN, BUFF, ...} 0 1 0.119304 449 0.0757422 +C8 {BROWN, PURPLE, GREEN} {WHITE} 0.113604 0.886396 0.0978436 713 0.120277 +C2 {BROWN, PURPLE, GREEN} {BROWN, BLACK, PURPLE} 0.885714 0.114286 0.0802924 805 0.135796 +C9 {GRAY, BUFF} {WHITE} 1 0 0.031144 143 0.0241228 +C14 {BROWN, PURPLE, GREEN} {CHOCOLATE, GREEN, BUFF, ...} 1 0 0.0280949 129 0.0217611 +C4 {WHITE} {BROWN, BLACK, PURPLE} 0.765152 0.234848 0.0209026 528 0.0890688 +C10 {WHITE} {WHITE} 0.951456 0.0485437 0.0157193 103 0.0173752 +C5 {PINK} {BROWN, BLACK, PURPLE} 0 1 0.0124884 47 0.00792848 +C16 {WHITE} {CHOCOLATE, GREEN, BUFF, ...} 0.14 0.86 0.0118244 100 0.0168691 +C11 {PINK} {WHITE} 1 0 0.00740486 34 0.00573549 +C17 {PINK} {CHOCOLATE, GREEN, BUFF, ...} 0 1 0.00425138 16 0.00269906 +C12 {CINNAMON} {WHITE} 0.71875 0.28125 0.000792289 32 0.00539811 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R06 +Variables + Type Name + Categorical CapColor + Categorical CapSurface + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{BROWN, CINNAMON} 1656 0.279352 2 BROWN CINNAMON +{GRAY} 1484 0.250337 1 GRAY +{RED} 1074 0.181174 1 RED +{YELLOW} 733 0.12365 1 YELLOW +{WHITE} 731 0.123313 1 WHITE +{BUFF, PINK} 227 0.0382928 2 BUFF PINK +{PURPLE, GREEN} 23 0.00387989 2 PURPLE GREEN * +CapSurface +Group Frequency Coverage Size Value list +{SCALY} 2282 0.384953 1 SCALY +{SMOOTH} 1932 0.325911 1 SMOOTH +{FIBROUS} 1711 0.28863 1 FIBROUS +{GROOVES} 3 0.000506073 1 GROOVES * + +Cell frequencies + CapSurface +CapColor {SCALY} {SMOOTH} {FIBROUS} {GROOVES} Total Coverage +{BROWN, CINNAMON} 701 601 354 0 1656 0.279352 +{GRAY} 426 341 717 0 1484 0.250337 +{RED} 539 338 197 0 1074 0.181174 +{YELLOW} 380 111 242 0 733 0.12365 +{WHITE} 159 389 180 3 731 0.123313 +{BUFF, PINK} 54 152 21 0 227 0.0382928 +{PURPLE, GREEN} 23 0 0 0 23 0.00387989 +Total 2282 1932 1711 3 5928 +Coverage 0.384953 0.325911 0.28863 0.000506073 + +Cells 20 +Cell Id CapColor CapSurface EDIBLE POISONOUS Interest Frequency Coverage +C10 {RED} {SMOOTH} 0.0414201 0.95858 0.206193 338 0.0570175 +C15 {BROWN, CINNAMON} {FIBROUS} 0.985876 0.0141243 0.204177 354 0.0597166 +C18 {YELLOW} {FIBROUS} 0.0495868 0.950413 0.141085 242 0.0408232 +C17 {RED} {FIBROUS} 1 0 0.128432 197 0.0332321 +C11 {YELLOW} {SMOOTH} 1 0 0.0723653 111 0.0187247 +C19 {WHITE} {FIBROUS} 0.872222 0.127778 0.04908 180 0.0303644 +C9 {GRAY} {SMOOTH} 0.733138 0.266862 0.0295425 341 0.0575236 +C13 {BUFF, PINK} {SMOOTH} 0.236842 0.763158 0.0291614 152 0.025641 +C16 {GRAY} {FIBROUS} 0.662483 0.337517 0.025174 717 0.120951 +C3 {RED} {SCALY} 0.408163 0.591837 0.0179458 539 0.0909244 +C4 {YELLOW} {SCALY} 0.389474 0.610526 0.0167036 380 0.0641026 +C20 {BUFF, PINK} {FIBROUS} 0 1 0.0167032 21 0.00354251 +C8 {BROWN, CINNAMON} {SMOOTH} 0.424293 0.575707 0.0152073 601 0.101383 +C7 {PURPLE, GREEN} {SCALY} 1 0 0.0149946 23 0.00387989 +C12 {WHITE} {SMOOTH} 0.642674 0.357326 0.00970831 389 0.0656208 +C1 {BROWN, CINNAMON} {SCALY} 0.455064 0.544936 0.00919972 701 0.118252 +C5 {WHITE} {SCALY} 0.685535 0.314465 0.00782744 159 0.0268219 +C26 {WHITE} {GROOVES} 0 1 0.00238617 3 0.000506073 +C2 {GRAY} {SCALY} 0.485915 0.514085 0.00208887 426 0.0718623 +C6 {BUFF, PINK} {SCALY} 0.666667 0.333333 0.00202428 54 0.00910931 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R07 +Variables + Type Name + Categorical GillColor + Categorical StalkShape + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{PINK, GRAY} 1597 0.269399 2 PINK GRAY +{BUFF, RED, ORANGE} 1357 0.228914 3 BUFF RED ORANGE +{BROWN, BLACK, YELLOW} 1173 0.197874 3 BROWN BLACK YELLOW +{WHITE} 872 0.147099 1 WHITE +{CHOCOLATE, GREEN} 577 0.0973347 2 CHOCOLATE GREEN * +{PURPLE} 352 0.0593792 1 PURPLE +StalkShape +Group Frequency Coverage Size Value list +{TAPERING} 3459 0.583502 1 TAPERING +{ENLARGING} 2469 0.416498 1 ENLARGING * + +Cell frequencies + StalkShape +GillColor {TAPERING} {ENLARGING} Total Coverage +{PINK, GRAY} 579 1018 1597 0.269399 +{BUFF, RED, ORANGE} 1241 116 1357 0.228914 +{BROWN, BLACK, YELLOW} 683 490 1173 0.197874 +{WHITE} 403 469 872 0.147099 +{CHOCOLATE, GREEN} 246 331 577 0.0973347 +{PURPLE} 307 45 352 0.0593792 +Total 3459 2469 5928 +Coverage 0.583502 0.416498 + +Cells 12 +Cell Id GillColor StalkShape EDIBLE POISONOUS Interest Frequency Coverage +C2 {BUFF, RED, ORANGE} {TAPERING} 0 1 0.410066 1241 0.209345 +C3 {BROWN, BLACK, YELLOW} {TAPERING} 1 0 0.184983 683 0.115216 +C11 {CHOCOLATE, GREEN} {ENLARGING} 0.0332326 0.966767 0.0878566 331 0.0558367 +C6 {PURPLE} {TAPERING} 1 0 0.0831474 307 0.0517881 +C1 {PINK, GRAY} {TAPERING} 0.880829 0.119171 0.0695115 579 0.0976721 +C7 {PINK, GRAY} {ENLARGING} 0.304519 0.695481 0.0474469 1018 0.171727 +C4 {WHITE} {TAPERING} 0.836228 0.163772 0.0354127 403 0.0679825 +C8 {BUFF, RED, ORANGE} {ENLARGING} 1 0 0.0314173 116 0.0195682 +C10 {WHITE} {ENLARGING} 0.776119 0.223881 0.0254776 469 0.0791161 +C9 {BROWN, BLACK, YELLOW} {ENLARGING} 0.7 0.3 0.0120902 490 0.0826586 +C5 {CHOCOLATE, GREEN} {TAPERING} 0.723577 0.276423 0.00799127 246 0.041498 +C12 {PURPLE} {ENLARGING} 0.2 0.8 0.00459977 45 0.00759109 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R08 +Variables + Type Name + Categorical CapColor + Categorical StalkShape + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{BROWN, CINNAMON} 1656 0.279352 2 BROWN CINNAMON +{GRAY} 1484 0.250337 1 GRAY +{RED, PURPLE, GREEN} 1097 0.185054 3 RED PURPLE GREEN * +{YELLOW, PINK} 830 0.140013 2 YELLOW PINK +{WHITE} 731 0.123313 1 WHITE +{BUFF} 130 0.0219298 1 BUFF +StalkShape +Group Frequency Coverage Size Value list +{TAPERING} 3459 0.583502 1 TAPERING +{ENLARGING} 2469 0.416498 1 ENLARGING * + +Cell frequencies + StalkShape +CapColor {TAPERING} {ENLARGING} Total Coverage +{BROWN, CINNAMON} 1182 474 1656 0.279352 +{GRAY} 857 627 1484 0.250337 +{RED, PURPLE, GREEN} 1038 59 1097 0.185054 +{YELLOW, PINK} 31 799 830 0.140013 +{WHITE} 280 451 731 0.123313 +{BUFF} 71 59 130 0.0219298 +Total 3459 2469 5928 +Coverage 0.583502 0.416498 + +Cells 12 +Cell Id CapColor StalkShape EDIBLE POISONOUS Interest Frequency Coverage +C2 {GRAY} {TAPERING} 0.925321 0.0746791 0.432787 857 0.144568 +C8 {GRAY} {ENLARGING} 0.221691 0.778309 0.174692 627 0.105769 +C10 {YELLOW, PINK} {ENLARGING} 0.342929 0.657071 0.0806525 799 0.134784 +C6 {BUFF} {TAPERING} 0 1 0.07382 71 0.0119771 +C3 {RED, PURPLE, GREEN} {TAPERING} 0.38632 0.61368 0.0622882 1038 0.175101 +C7 {BROWN, CINNAMON} {ENLARGING} 0.727848 0.272152 0.0507492 474 0.0799595 +C5 {WHITE} {TAPERING} 0.757143 0.242857 0.0402597 280 0.0472335 +C4 {YELLOW, PINK} {TAPERING} 1 0 0.0264184 31 0.00522942 +C9 {RED, PURPLE, GREEN} {ENLARGING} 0.898305 0.101695 0.0250215 59 0.00995277 +C11 {WHITE} {ENLARGING} 0.674058 0.325942 0.024693 451 0.0760796 +C1 {BROWN, CINNAMON} {TAPERING} 0.489002 0.510998 0.0066433 1182 0.199393 +C12 {BUFF} {ENLARGING} 0.644068 0.355932 0.00197537 59 0.00995277 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R09 +Variables + Type Name + Categorical CapColor + Categorical StalkColorBelowRing + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{BROWN, CINNAMON} 1656 0.279352 2 BROWN CINNAMON +{GRAY} 1484 0.250337 1 GRAY +{RED, PINK} 1171 0.197537 2 RED PINK +{YELLOW, PURPLE, GREEN} 756 0.12753 3 YELLOW PURPLE GREEN * +{WHITE} 731 0.123313 1 WHITE +{BUFF} 130 0.0219298 1 BUFF +StalkColorBelowRing +Group Frequency Coverage Size Value list +{WHITE} 3303 0.557186 1 WHITE +{PINK, YELLOW} 1328 0.224022 2 PINK YELLOW * +{BROWN, BUFF} 664 0.112011 2 BROWN BUFF +{GRAY, ORANGE, RED} 600 0.101215 3 GRAY ORANGE RED +{CINNAMON} 33 0.0055668 1 CINNAMON + +Cell frequencies + StalkColorBelowRing +CapColor {WHITE} {PINK, YELLOW} {BROWN, BUFF} {GRAY, ORANGE, RED} {CINNAMON} Total Coverage +{BROWN, CINNAMON} 833 436 67 293 27 1656 0.279352 +{GRAY} 777 285 290 132 0 1484 0.250337 +{RED, PINK} 559 452 0 154 6 1171 0.197537 +{YELLOW, PURPLE, GREEN} 294 155 307 0 0 756 0.12753 +{WHITE} 731 0 0 0 0 731 0.123313 +{BUFF} 109 0 0 21 0 130 0.0219298 +Total 3303 1328 664 600 33 5928 +Coverage 0.557186 0.224022 0.112011 0.101215 0.0055668 + +Cells 19 +Cell Id CapColor StalkColorBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C16 {YELLOW, PURPLE, GREEN} {BROWN, BUFF} 0 1 0.146638 307 0.0517881 +C14 {GRAY} {BROWN, BUFF} 0 1 0.138518 290 0.0489204 +C4 {YELLOW, PURPLE, GREEN} {WHITE} 1 0 0.115102 294 0.0495951 +C19 {BROWN, CINNAMON} {GRAY, ORANGE, RED} 1 0 0.114711 293 0.0494265 +C2 {GRAY} {WHITE} 0.854569 0.145431 0.112601 777 0.131073 +C10 {YELLOW, PURPLE, GREEN} {PINK, YELLOW} 0 1 0.0740354 155 0.0261471 +C21 {RED, PINK} {GRAY, ORANGE, RED} 1 0 0.0602916 154 0.0259784 +C20 {GRAY} {GRAY, ORANGE, RED} 1 0 0.0516785 132 0.0222672 +C9 {RED, PINK} {PINK, YELLOW} 0.287611 0.712389 0.0352473 452 0.0762483 +C3 {RED, PINK} {WHITE} 0.323792 0.676208 0.0314766 559 0.0942982 +C7 {BROWN, CINNAMON} {PINK, YELLOW} 0.309633 0.690367 0.0280486 436 0.0735493 +C5 {WHITE} {WHITE} 0.705882 0.294118 0.0280161 731 0.123313 +C6 {BUFF} {WHITE} 0.155963 0.844037 0.0211153 109 0.0183873 +C13 {BROWN, CINNAMON} {BROWN, BUFF} 0.940299 0.0597015 0.0171082 67 0.0113023 +C25 {BROWN, CINNAMON} {CINNAMON} 0 1 0.0128965 27 0.00455466 +C24 {BUFF} {GRAY, ORANGE, RED} 1 0 0.00822158 21 0.00354251 +C27 {RED, PINK} {CINNAMON} 0 1 0.00286589 6 0.00101215 +C8 {GRAY} {PINK, YELLOW} 0.477193 0.522807 0.00116802 285 0.0480769 +C1 {BROWN, CINNAMON} {WHITE} 0.518607 0.481393 0.000260945 833 0.14052 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R10 +Variables + Type Name + Categorical CapColor + Categorical Population + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{BROWN, RED, WHITE} 3429 0.578441 3 BROWN RED WHITE +{GRAY} 1484 0.250337 1 GRAY +{YELLOW} 733 0.12365 1 YELLOW +{BUFF, PINK} 227 0.0382928 2 BUFF PINK +{CINNAMON, PURPLE, GREEN} 55 0.009278 3 CINNAMON PURPLE GREEN * +Population +Group Frequency Coverage Size Value list +{SEVERAL} 2890 0.487517 1 SEVERAL +{SOLITARY} 1178 0.198718 1 SOLITARY +{SCATTERED} 966 0.162955 1 SCATTERED +{ABUNDANT, NUMEROUS} 650 0.109649 2 ABUNDANT NUMEROUS +{CLUSTERED} 244 0.0411606 1 CLUSTERED * + +Cell frequencies + Population +CapColor {SEVERAL} {SOLITARY} {SCATTERED} {ABUNDANT, NUMEROUS} {CLUSTERED} Total Coverage +{BROWN, RED, WHITE} 1983 470 492 320 164 3429 0.578441 +{GRAY} 512 436 296 240 0 1484 0.250337 +{YELLOW} 263 257 118 90 5 733 0.12365 +{BUFF, PINK} 99 2 60 0 66 227 0.0382928 +{CINNAMON, PURPLE, GREEN} 33 13 0 0 9 55 0.009278 +Total 2890 1178 966 650 244 5928 +Coverage 0.487517 0.198718 0.162955 0.109649 0.0411606 + +Cells 21 +Cell Id CapColor Population EDIBLE POISONOUS Interest Frequency Coverage +C6 {BROWN, RED, WHITE} {SOLITARY} 1 0 0.191548 470 0.0792848 +C1 {BROWN, RED, WHITE} {SEVERAL} 0.288452 0.711548 0.159842 1983 0.334514 +C16 {BROWN, RED, WHITE} {ABUNDANT, NUMEROUS} 1 0 0.130416 320 0.0539811 +C17 {GRAY} {ABUNDANT, NUMEROUS} 1 0 0.0978119 240 0.0404858 +C3 {YELLOW} {SEVERAL} 0.117871 0.882129 0.0659522 263 0.0443657 +C8 {YELLOW} {SOLITARY} 0.124514 0.875486 0.0620944 257 0.0433536 +C13 {YELLOW} {SCATTERED} 1 0 0.0480908 118 0.0199055 +C12 {GRAY} {SCATTERED} 0.834459 0.165541 0.0386334 296 0.0499325 +C4 {BUFF, PINK} {SEVERAL} 0.040404 0.959596 0.0379696 99 0.0167004 +C18 {YELLOW} {ABUNDANT, NUMEROUS} 1 0 0.0366794 90 0.0151822 +C14 {BUFF, PINK} {SCATTERED} 0 1 0.0298334 60 0.0101215 +C24 {BUFF, PINK} {CLUSTERED} 1 0 0.0268983 66 0.0111336 +C11 {BROWN, RED, WHITE} {SCATTERED} 0.711382 0.288618 0.0209506 492 0.082996 +C21 {BROWN, RED, WHITE} {CLUSTERED} 0.823171 0.176829 0.0196715 164 0.0276653 +C5 {CINNAMON, PURPLE, GREEN} {SEVERAL} 1 0 0.0134491 33 0.0055668 +C2 {GRAY} {SEVERAL} 0.433594 0.566406 0.00678535 512 0.0863698 +C10 {CINNAMON, PURPLE, GREEN} {SOLITARY} 1 0 0.00529814 13 0.00219298 +C25 {CINNAMON, PURPLE, GREEN} {CLUSTERED} 0 1 0.00447501 9 0.00151822 +C23 {YELLOW} {CLUSTERED} 0 1 0.00248612 5 0.000843455 +C9 {BUFF, PINK} {SOLITARY} 1 0 0.000815099 2 0.000337382 +C7 {GRAY} {SOLITARY} 0.511468 0.488532 0.000299497 436 0.0735493 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R11 +Variables + Type Name + Categorical CapColor + Categorical GillColor + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{BROWN, PURPLE, GREEN} 1647 0.277834 3 BROWN PURPLE GREEN * +{GRAY, CINNAMON} 1516 0.255735 2 GRAY CINNAMON +{RED} 1074 0.181174 1 RED +{YELLOW} 733 0.12365 1 YELLOW +{WHITE} 731 0.123313 1 WHITE +{BUFF, PINK} 227 0.0382928 2 BUFF PINK +GillColor +Group Frequency Coverage Size Value list +{BUFF} 1241 0.209345 1 BUFF +{PINK} 1080 0.182186 1 PINK +{WHITE} 872 0.147099 1 WHITE +{BROWN} 758 0.127868 1 BROWN +{GRAY, YELLOW} 586 0.0988529 2 GRAY YELLOW +{CHOCOLATE} 559 0.0942982 1 CHOCOLATE +{PURPLE, ORANGE, GREEN} 421 0.0710189 3 PURPLE ORANGE GREEN * +{BLACK} 346 0.0583671 1 BLACK +{RED} 65 0.0109649 1 RED + +Cell frequencies + GillColor +CapColor {BUFF} {PINK} {WHITE} {BROWN} {GRAY, YELLOW} {CHOCOLATE} {PURPLE, ORANGE, GREEN} {BLACK} {RED} Total Coverage +{BROWN, PURPLE, GREEN} 604 198 240 234 68 46 160 81 16 1647 0.277834 +{GRAY, CINNAMON} 0 409 197 210 203 276 121 100 0 1516 0.255735 +{RED} 637 99 121 103 3 0 95 0 16 1074 0.181174 +{YELLOW} 0 185 90 61 192 151 0 54 0 733 0.12365 +{WHITE} 0 155 148 137 98 61 21 111 0 731 0.123313 +{BUFF, PINK} 0 34 76 13 22 25 24 0 33 227 0.0382928 +Total 1241 1080 872 758 586 559 421 346 65 5928 +Coverage 0.209345 0.182186 0.147099 0.127868 0.0988529 0.0942982 0.0710189 0.0583671 0.0109649 + +Cells 43 +Cell Id CapColor GillColor EDIBLE POISONOUS Interest Frequency Coverage +C3 {RED} {BUFF} 0 1 0.20894 637 0.107456 +C1 {BROWN, PURPLE, GREEN} {BUFF} 0 1 0.198115 604 0.101889 +C34 {YELLOW} {CHOCOLATE} 0 1 0.0495289 151 0.0254723 +C37 {BROWN, PURPLE, GREEN} {PURPLE, ORANGE, GREEN} 1 0 0.043016 160 0.0269906 +C20 {GRAY, CINNAMON} {BROWN} 0.942857 0.0571429 0.0374325 210 0.0354251 +C19 {BROWN, PURPLE, GREEN} {BROWN} 0.893162 0.106838 0.0302678 234 0.0394737 +C7 {BROWN, PURPLE, GREEN} {PINK} 0.909091 0.0909091 0.0284164 198 0.0334008 +C21 {RED} {BROWN} 1 0 0.0276915 103 0.0173752 +C44 {GRAY, CINNAMON} {BLACK} 1 0 0.026885 100 0.0168691 +C15 {RED} {WHITE} 0.975207 0.0247934 0.0266781 121 0.0204116 +C9 {RED} {PINK} 1 0 0.0266161 99 0.0167004 +C39 {RED} {PURPLE, ORANGE, GREEN} 1 0 0.0255407 95 0.0160256 +C14 {GRAY, CINNAMON} {WHITE} 0.878173 0.121827 0.0230617 197 0.0332321 +C26 {GRAY, CINNAMON} {GRAY, YELLOW} 0.197044 0.802956 0.0209925 203 0.0342443 +C10 {YELLOW} {PINK} 0.183784 0.816216 0.0207999 185 0.0312078 +C13 {BROWN, PURPLE, GREEN} {WHITE} 0.820833 0.179167 0.0186554 240 0.0404858 +C28 {YELLOW} {GRAY, YELLOW} 0.223958 0.776042 0.0166169 192 0.0323887 +C22 {YELLOW} {BROWN} 1 0 0.0163998 61 0.0102901 +C38 {GRAY, CINNAMON} {PURPLE, ORANGE, GREEN} 0.892562 0.107438 0.0155895 121 0.0204116 +C46 {YELLOW} {BLACK} 1 0 0.0145179 54 0.00910931 +C31 {BROWN, PURPLE, GREEN} {CHOCOLATE} 1 0 0.0123671 46 0.00775978 +C12 {BUFF, PINK} {PINK} 0 1 0.0111522 34 0.00573549 +C16 {YELLOW} {WHITE} 0.877778 0.122222 0.0105078 90 0.0151822 +C54 {BUFF, PINK} {RED} 1 0 0.00887205 33 0.0055668 +C36 {BUFF, PINK} {CHOCOLATE} 0 1 0.00820014 25 0.00421727 +C47 {WHITE} {BLACK} 0.810811 0.189189 0.00798344 111 0.0187247 +C42 {BUFF, PINK} {PURPLE, ORANGE, GREEN} 0 1 0.00787214 24 0.00404858 +C29 {WHITE} {GRAY, YELLOW} 0.816327 0.183673 0.00735819 98 0.0165317 +C30 {BUFF, PINK} {GRAY, YELLOW} 0 1 0.00721613 22 0.0037112 +C23 {WHITE} {BROWN} 0.766423 0.233577 0.00677338 137 0.0231107 +C25 {BROWN, PURPLE, GREEN} {GRAY, YELLOW} 0.852941 0.147059 0.0066899 68 0.011471 +C32 {GRAY, CINNAMON} {CHOCOLATE} 0.373188 0.626812 0.00620231 276 0.0465587 +C49 {BROWN, PURPLE, GREEN} {RED} 1 0 0.0043016 16 0.00269906 +C51 {RED} {RED} 1 0 0.0043016 16 0.00269906 +C24 {BUFF, PINK} {BROWN} 0 1 0.00426408 13 0.00219298 +C41 {WHITE} {PURPLE, ORANGE, GREEN} 0.190476 0.809524 0.00226418 21 0.00354251 +C11 {WHITE} {PINK} 0.658065 0.341935 0.00208949 155 0.0261471 +C43 {BROWN, PURPLE, GREEN} {BLACK} 0.703704 0.296296 0.00207636 81 0.013664 +C17 {WHITE} {WHITE} 0.641892 0.358108 0.001501 148 0.0249663 +C27 {RED} {GRAY, YELLOW} 0 1 0.000984017 3 0.000506073 +C35 {WHITE} {CHOCOLATE} 0.655738 0.344262 0.000791155 61 0.0102901 +C8 {GRAY, CINNAMON} {PINK} 0.569682 0.430318 0.000440472 409 0.0689946 +C18 {BUFF, PINK} {WHITE} 0.513158 0.486842 2.95557e-05 76 0.0128205 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R12 +Variables + Type Name + Categorical CapColor + Categorical StalkSurfaceAboveRing + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{BROWN, RED} 2698 0.455128 2 BROWN RED +{GRAY, CINNAMON} 1516 0.255735 2 GRAY CINNAMON +{YELLOW, PURPLE, GREEN} 756 0.12753 3 YELLOW PURPLE GREEN * +{WHITE} 731 0.123313 1 WHITE +{BUFF, PINK} 227 0.0382928 2 BUFF PINK +StalkSurfaceAboveRing +Group Frequency Coverage Size Value list +{SMOOTH} 3753 0.633097 1 SMOOTH +{SILKY} 1653 0.278846 1 SILKY +{FIBROUS, SCALY} 522 0.0880567 2 FIBROUS SCALY * + +Cell frequencies + StalkSurfaceAboveRing +CapColor {SMOOTH} {SILKY} {FIBROUS, SCALY} Total Coverage +{BROWN, RED} 1931 650 117 2698 0.455128 +{GRAY, CINNAMON} 776 499 241 1516 0.255735 +{YELLOW, PURPLE, GREEN} 294 457 5 756 0.12753 +{WHITE} 559 47 125 731 0.123313 +{BUFF, PINK} 193 0 34 227 0.0382928 +Total 3753 1653 522 5928 +Coverage 0.633097 0.278846 0.0880567 + +Cells 14 +Cell Id CapColor StalkSurfaceAboveRing EDIBLE POISONOUS Interest Frequency Coverage +C6 {BROWN, RED} {SILKY} 0 1 0.283763 650 0.109649 +C8 {YELLOW, PURPLE, GREEN} {SILKY} 0 1 0.199507 457 0.0770918 +C2 {GRAY, CINNAMON} {SMOOTH} 0.900773 0.0992268 0.140428 776 0.130904 +C7 {GRAY, CINNAMON} {SILKY} 0.102204 0.897796 0.119817 499 0.0841768 +C3 {YELLOW, PURPLE, GREEN} {SMOOTH} 1 0 0.1052 294 0.0495951 +C11 {BROWN, RED} {FIBROUS, SCALY} 1 0 0.0418655 117 0.0197368 +C12 {GRAY, CINNAMON} {FIBROUS, SCALY} 0.850622 0.149378 0.0310424 241 0.0406545 +C1 {BROWN, RED} {SMOOTH} 0.62869 0.37131 0.0199921 1931 0.325742 +C9 {WHITE} {SILKY} 1 0 0.0168178 47 0.00792848 +C15 {BUFF, PINK} {FIBROUS, SCALY} 0 1 0.014843 34 0.00573549 +C4 {WHITE} {SMOOTH} 0.677996 0.322004 0.0136025 559 0.0942982 +C5 {BUFF, PINK} {SMOOTH} 0.373057 0.626943 0.00578199 193 0.0325574 +C14 {WHITE} {FIBROUS, SCALY} 0.72 0.28 0.00515652 125 0.0210864 +C13 {YELLOW, PURPLE, GREEN} {FIBROUS, SCALY} 0 1 0.00218279 5 0.000843455 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R13 +Variables + Type Name + Categorical GillColor + Categorical StalkRoot + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{BROWN, PURPLE, BLACK} 1456 0.245614 3 BROWN PURPLE BLACK +{PINK, YELLOW, RED, ...} 1265 0.213394 4 PINK YELLOW RED ORANGE +{BUFF} 1241 0.209345 1 BUFF +{CHOCOLATE, GRAY, GREEN} 1094 0.184548 3 CHOCOLATE GRAY GREEN * +{WHITE} 872 0.147099 1 WHITE +StalkRoot +Group Frequency Coverage Size Value list +{BULBOUS} 2649 0.446862 1 BULBOUS +{?, ROOTED} 1892 0.319163 2 ? ROOTED * +{EQUAL} 979 0.165148 1 EQUAL +{CLUB} 408 0.0688259 1 CLUB + +Cell frequencies + StalkRoot +GillColor {BULBOUS} {?, ROOTED} {EQUAL} {CLUB} Total Coverage +{BROWN, PURPLE, BLACK} 690 86 495 185 1456 0.245614 +{PINK, YELLOW, RED, ...} 716 284 245 20 1265 0.213394 +{BUFF} 0 1241 0 0 1241 0.209345 +{CHOCOLATE, GRAY, GREEN} 733 76 195 90 1094 0.184548 +{WHITE} 510 205 44 113 872 0.147099 +Total 2649 1892 979 408 5928 +Coverage 0.446862 0.319163 0.165148 0.0688259 + +Cells 17 +Cell Id GillColor StalkRoot EDIBLE POISONOUS Interest Frequency Coverage +C8 {BUFF} {?, ROOTED} 0 1 0.353226 1241 0.209345 +C4 {CHOCOLATE, GRAY, GREEN} {BULBOUS} 0 1 0.208634 733 0.12365 +C1 {BROWN, PURPLE, BLACK} {BULBOUS} 0.9 0.1 0.0810006 690 0.116397 +C7 {PINK, YELLOW, RED, ...} {?, ROOTED} 1 0 0.0662564 284 0.0479082 +C14 {CHOCOLATE, GRAY, GREEN} {EQUAL} 1 0 0.0454929 195 0.0328947 +C16 {BROWN, PURPLE, BLACK} {CLUB} 1 0 0.04316 185 0.0312078 +C5 {WHITE} {BULBOUS} 0.821569 0.178431 0.0345939 510 0.0860324 +C11 {BROWN, PURPLE, BLACK} {EQUAL} 0.810101 0.189899 0.0307218 495 0.083502 +C10 {WHITE} {?, ROOTED} 0.912195 0.0878049 0.0260478 205 0.0345816 +C19 {CHOCOLATE, GRAY, GREEN} {CLUB} 1 0 0.0209967 90 0.0151822 +C12 {PINK, YELLOW, RED, ...} {EQUAL} 0.853061 0.146939 0.0209336 245 0.0413293 +C6 {BROWN, PURPLE, BLACK} {?, ROOTED} 1 0 0.0200635 86 0.0145074 +C9 {CHOCOLATE, GRAY, GREEN} {?, ROOTED} 1 0 0.0177306 76 0.0128205 +C15 {WHITE} {EQUAL} 0 1 0.0125237 44 0.0074224 +C20 {WHITE} {CLUB} 0.840708 0.159292 0.00883767 113 0.0190621 +C17 {PINK, YELLOW, RED, ...} {CLUB} 0 1 0.0056926 20 0.00337382 +C2 {PINK, YELLOW, RED, ...} {BULBOUS} 0.446927 0.553073 0.00408821 716 0.120783 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R14 +Variables + Type Name + Categorical CapColor + Categorical StalkSurfaceBelowRing + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{BROWN, PURPLE, GREEN} 1647 0.277834 3 BROWN PURPLE GREEN * +{GRAY, CINNAMON} 1516 0.255735 2 GRAY CINNAMON +{RED} 1074 0.181174 1 RED +{YELLOW} 733 0.12365 1 YELLOW +{WHITE} 731 0.123313 1 WHITE +{BUFF, PINK} 227 0.0382928 2 BUFF PINK +StalkSurfaceBelowRing +Group Frequency Coverage Size Value list +{SMOOTH} 3587 0.605094 1 SMOOTH +{SILKY} 1604 0.27058 1 SILKY +{FIBROUS} 544 0.0917679 1 FIBROUS +{SCALY} 193 0.0325574 1 SCALY * + +Cell frequencies + StalkSurfaceBelowRing +CapColor {SMOOTH} {SILKY} {FIBROUS} {SCALY} Total Coverage +{BROWN, PURPLE, GREEN} 1109 304 131 103 1647 0.277834 +{GRAY, CINNAMON} 785 487 235 9 1516 0.255735 +{RED} 755 313 0 6 1074 0.181174 +{YELLOW} 209 449 0 75 733 0.12365 +{WHITE} 539 51 141 0 731 0.123313 +{BUFF, PINK} 190 0 37 0 227 0.0382928 +Total 3587 1604 544 193 5928 +Coverage 0.605094 0.27058 0.0917679 0.0325574 + +Cells 19 +Cell Id CapColor StalkSurfaceBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C10 {YELLOW} {SILKY} 0 1 0.201464 449 0.0757422 +C9 {RED} {SILKY} 0 1 0.140441 313 0.0528003 +C2 {GRAY, CINNAMON} {SMOOTH} 0.894268 0.105732 0.139914 785 0.132422 +C7 {BROWN, PURPLE, GREEN} {SILKY} 0 1 0.136403 304 0.0512821 +C8 {GRAY, CINNAMON} {SILKY} 0.0985626 0.901437 0.122613 487 0.0821525 +C4 {YELLOW} {SMOOTH} 1 0 0.0768644 209 0.0352564 +C13 {BROWN, PURPLE, GREEN} {FIBROUS} 1 0 0.0481782 131 0.0220985 +C14 {GRAY, CINNAMON} {FIBROUS} 0.87234 0.12766 0.036176 235 0.0396424 +C11 {WHITE} {SILKY} 1 0 0.0187564 51 0.00860324 +C1 {BROWN, PURPLE, GREEN} {SMOOTH} 0.646528 0.353472 0.0167614 1109 0.187078 +C18 {BUFF, PINK} {FIBROUS} 0 1 0.0166017 37 0.00624157 +C5 {WHITE} {SMOOTH} 0.667904 0.332096 0.0116166 539 0.0909244 +C22 {YELLOW} {SCALY} 0.826667 0.173333 0.00833543 75 0.0126518 +C17 {WHITE} {FIBROUS} 0.744681 0.255319 0.00775319 141 0.0237854 +C6 {BUFF, PINK} {SMOOTH} 0.378947 0.621053 0.00542704 190 0.0320513 +C19 {BROWN, PURPLE, GREEN} {SCALY} 0.728155 0.271845 0.00477481 103 0.0173752 +C20 {GRAY, CINNAMON} {SCALY} 0 1 0.00403825 9 0.00151822 +C21 {RED} {SCALY} 0 1 0.00269217 6 0.00101215 +C3 {RED} {SMOOTH} 0.570861 0.429139 0.00118806 755 0.127362 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R15 +Variables + Type Name + Categorical CapColor + Categorical Habitat + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{RED, WHITE} 1805 0.304487 2 RED WHITE +{BROWN} 1624 0.273954 1 BROWN +{GRAY} 1484 0.250337 1 GRAY +{YELLOW} 733 0.12365 1 YELLOW +{BUFF, PINK} 227 0.0382928 2 BUFF PINK +{CINNAMON} 32 0.00539811 1 CINNAMON +{PURPLE, GREEN} 23 0.00387989 2 PURPLE GREEN * +Habitat +Group Frequency Coverage Size Value list +{WOODS} 2224 0.375169 1 WOODS +{GRASSES} 1684 0.284076 1 GRASSES +{LEAVES, URBAN} 872 0.147099 2 LEAVES URBAN +{PATHS} 799 0.134784 1 PATHS +{MEADOWS} 220 0.037112 1 MEADOWS +{WASTE} 129 0.0217611 1 WASTE * + +Cell frequencies + Habitat +CapColor {WOODS} {GRASSES} {LEAVES, URBAN} {PATHS} {MEADOWS} {WASTE} Total Coverage +{RED, WHITE} 706 452 298 208 111 30 1805 0.304487 +{BROWN} 641 254 451 245 0 33 1624 0.273954 +{GRAY} 604 658 68 154 0 0 1484 0.250337 +{YELLOW} 194 261 5 181 92 0 733 0.12365 +{BUFF, PINK} 47 59 32 6 17 66 227 0.0382928 +{CINNAMON} 9 0 18 5 0 0 32 0.00539811 +{PURPLE, GREEN} 23 0 0 0 0 0 23 0.00387989 +Total 2224 1684 872 799 220 129 5928 +Coverage 0.375169 0.284076 0.147099 0.134784 0.037112 0.0217611 + +Cells 30 +Cell Id CapColor Habitat EDIBLE POISONOUS Interest Frequency Coverage +C15 {RED, WHITE} {LEAVES, URBAN} 0 1 0.183105 298 0.0502699 +C22 {RED, WHITE} {PATHS} 0 1 0.127805 208 0.0350877 +C24 {GRAY} {PATHS} 0.0324675 0.967532 0.0763429 154 0.0259784 +C23 {BROWN} {PATHS} 0.155102 0.844898 0.061364 245 0.0413293 +C8 {RED, WHITE} {GRASSES} 0.803097 0.196903 0.0572764 452 0.0762483 +C10 {GRAY} {GRASSES} 0.740122 0.259878 0.0473273 658 0.110999 +C4 {YELLOW} {WOODS} 0.159794 0.840206 0.0472623 194 0.032726 +C32 {YELLOW} {MEADOWS} 1 0 0.0463339 92 0.0155196 +C25 {YELLOW} {PATHS} 0.18232 0.81768 0.0384692 181 0.0305331 +C9 {BROWN} {GRASSES} 0.822835 0.177165 0.0375535 254 0.0428475 +C12 {BUFF, PINK} {GRASSES} 0 1 0.0362522 59 0.00995277 +C40 {BUFF, PINK} {WASTE} 1 0 0.0332396 66 0.0111336 +C29 {RED, WHITE} {MEADOWS} 0.918919 0.0810811 0.0317941 111 0.0187247 +C5 {BUFF, PINK} {WOODS} 0 1 0.0288789 47 0.00792848 +C19 {BUFF, PINK} {LEAVES, URBAN} 0 1 0.0196622 32 0.00539811 +C3 {GRAY} {WOODS} 0.672185 0.327815 0.0190122 604 0.101889 +C37 {BROWN} {WASTE} 1 0 0.0166198 33 0.0055668 +C36 {RED, WHITE} {WASTE} 1 0 0.0151089 30 0.00506073 +C1 {RED, WHITE} {WOODS} 0.640227 0.359773 0.0129952 706 0.119096 +C7 {PURPLE, GREEN} {WOODS} 1 0 0.0115835 23 0.00387989 +C2 {BROWN} {WOODS} 0.638066 0.361934 0.0113157 641 0.108131 +C33 {BUFF, PINK} {MEADOWS} 0 1 0.0104456 17 0.00286775 +C20 {CINNAMON} {LEAVES, URBAN} 1 0 0.00906533 18 0.00303644 +C6 {CINNAMON} {WOODS} 0 1 0.00553 9 0.00151822 +C11 {YELLOW} {GRASSES} 0.440613 0.559387 0.00369892 261 0.0440283 +C16 {BROWN} {LEAVES, URBAN} 0.467849 0.532151 0.00321737 451 0.0760796 +C18 {YELLOW} {LEAVES, URBAN} 0 1 0.00307222 5 0.000843455 +C26 {BUFF, PINK} {PATHS} 1 0 0.00302178 6 0.00101215 +C27 {CINNAMON} {PATHS} 1 0 0.00251815 5 0.000843455 +C17 {GRAY} {LEAVES, URBAN} 0.5 0.5 0.000129761 68 0.011471 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R16 +Variables + Type Name + Categorical CapColor + Categorical StalkColorAboveRing + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{BROWN} 1624 0.273954 1 BROWN +{GRAY} 1484 0.250337 1 GRAY +{RED, BUFF, PINK} 1301 0.219467 3 RED BUFF PINK +{YELLOW, CINNAMON, PURPLE, ...} 788 0.132928 4 YELLOW CINNAMON PURPLE GREEN * +{WHITE} 731 0.123313 1 WHITE +StalkColorAboveRing +Group Frequency Coverage Size Value list +{WHITE} 3361 0.56697 1 WHITE +{PINK} 1314 0.22166 1 PINK +{GRAY, ORANGE, RED} 615 0.103745 3 GRAY ORANGE RED +{BROWN, BUFF, YELLOW} 605 0.102058 3 BROWN BUFF YELLOW * +{CINNAMON} 33 0.0055668 1 CINNAMON + +Cell frequencies + StalkColorAboveRing +CapColor {WHITE} {PINK} {GRAY, ORANGE, RED} {BROWN, BUFF, YELLOW} {CINNAMON} Total Coverage +{BROWN} 862 429 305 10 18 1624 0.273954 +{GRAY} 779 289 129 287 0 1484 0.250337 +{RED, BUFF, PINK} 664 450 181 0 6 1301 0.219467 +{YELLOW, CINNAMON, PURPLE, ...} 325 146 0 308 9 788 0.132928 +{WHITE} 731 0 0 0 0 731 0.123313 +Total 3361 1314 615 605 33 5928 +Coverage 0.56697 0.22166 0.103745 0.102058 0.0055668 + +Cells 18 +Cell Id CapColor StalkColorAboveRing EDIBLE POISONOUS Interest Frequency Coverage +C19 {YELLOW, CINNAMON, PURPLE, ...} {BROWN, BUFF, YELLOW} 0 1 0.150556 308 0.0519568 +C17 {GRAY} {BROWN, BUFF, YELLOW} 0 1 0.140291 287 0.0484143 +C11 {BROWN} {GRAY, ORANGE, RED} 1 0 0.122202 305 0.0514507 +C2 {GRAY} {WHITE} 0.854942 0.145058 0.115836 779 0.13141 +C4 {YELLOW, CINNAMON, PURPLE, ...} {WHITE} 0.975385 0.0246154 0.106918 325 0.0548246 +C13 {RED, BUFF, PINK} {GRAY, ORANGE, RED} 1 0 0.0725196 181 0.0305331 +C9 {YELLOW, CINNAMON, PURPLE, ...} {PINK} 0 1 0.0713676 146 0.0246289 +C3 {RED, BUFF, PINK} {WHITE} 0.289157 0.710843 0.0523069 664 0.112011 +C12 {GRAY} {GRAY, ORANGE, RED} 1 0 0.0516852 129 0.0217611 +C8 {RED, BUFF, PINK} {PINK} 0.288889 0.711111 0.0355289 450 0.0759109 +C6 {BROWN} {PINK} 0.300699 0.699301 0.0305982 429 0.0723684 +C5 {WHITE} {WHITE} 0.705882 0.294118 0.0286714 731 0.123313 +C21 {BROWN} {CINNAMON} 0 1 0.00879875 18 0.00303644 +C24 {YELLOW, CINNAMON, PURPLE, ...} {CINNAMON} 0 1 0.00439938 9 0.00151822 +C16 {BROWN} {BROWN, BUFF, YELLOW} 1 0 0.00400661 10 0.00168691 +C23 {RED, BUFF, PINK} {CINNAMON} 0 1 0.00293292 6 0.00101215 +C7 {GRAY} {PINK} 0.474048 0.525952 0.00134895 289 0.0487517 +C1 {BROWN} {WHITE} 0.529002 0.470998 3.24104e-05 862 0.145412 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R17 +Variables + Type Name + Categorical CapColor + Categorical CapShape + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{GRAY, WHITE, CINNAMON} 2247 0.379049 3 GRAY WHITE CINNAMON +{BROWN} 1624 0.273954 1 BROWN +{RED} 1074 0.181174 1 RED +{YELLOW} 733 0.12365 1 YELLOW +{BUFF, PINK} 227 0.0382928 2 BUFF PINK +{PURPLE, GREEN} 23 0.00387989 2 PURPLE GREEN * +CapShape +Group Frequency Coverage Size Value list +{CONVEX} 2705 0.456309 1 CONVEX +{FLAT, CONICAL} 2300 0.387989 2 FLAT CONICAL * +{KNOBBED} 587 0.0990216 1 KNOBBED +{BELL, SUNKEN} 336 0.0566802 2 BELL SUNKEN + +Cell frequencies + CapShape +CapColor {CONVEX} {FLAT, CONICAL} {KNOBBED} {BELL, SUNKEN} Total Coverage +{GRAY, WHITE, CINNAMON} 1121 869 74 183 2247 0.379049 +{BROWN} 650 654 271 49 1624 0.273954 +{RED} 438 417 219 0 1074 0.181174 +{YELLOW} 374 272 2 85 733 0.12365 +{BUFF, PINK} 110 77 21 19 227 0.0382928 +{PURPLE, GREEN} 12 11 0 0 23 0.00387989 +Total 2705 2300 587 336 5928 +Coverage 0.456309 0.387989 0.0990216 0.0566802 + +Cells 21 +Cell Id CapColor CapShape EDIBLE POISONOUS Interest Frequency Coverage +C15 {RED} {KNOBBED} 0.0273973 0.972603 0.238319 219 0.0369433 +C10 {YELLOW} {FLAT, CONICAL} 0.158088 0.841912 0.142695 272 0.0458839 +C19 {GRAY, WHITE, CINNAMON} {BELL, SUNKEN} 0.945355 0.0546448 0.132369 183 0.0308704 +C14 {BROWN} {KNOBBED} 0.221402 0.778598 0.0953086 271 0.0457152 +C22 {YELLOW} {BELL, SUNKEN} 0.964706 0.0352941 0.0697285 85 0.0143387 +C13 {GRAY, WHITE, CINNAMON} {KNOBBED} 0.959459 0.0405405 0.0586449 74 0.0124831 +C20 {BROWN} {BELL, SUNKEN} 0.959184 0.0408163 0.0387624 49 0.00826586 +C5 {BUFF, PINK} {CONVEX} 0.236364 0.763636 0.0348718 110 0.018556 +C1 {GRAY, WHITE, CINNAMON} {CONVEX} 0.620874 0.379126 0.0292378 1121 0.189103 +C4 {YELLOW} {CONVEX} 0.390374 0.609626 0.0267355 374 0.0630904 +C23 {BUFF, PINK} {BELL, SUNKEN} 0 1 0.0248872 19 0.00320513 +C17 {BUFF, PINK} {KNOBBED} 1 0 0.022546 21 0.00354251 +C7 {GRAY, WHITE, CINNAMON} {FLAT, CONICAL} 0.611047 0.388953 0.0177694 869 0.146592 +C2 {BROWN} {CONVEX} 0.615385 0.384615 0.0148515 650 0.109649 +C6 {PURPLE, GREEN} {CONVEX} 1 0 0.0128835 12 0.00202429 +C12 {PURPLE, GREEN} {FLAT, CONICAL} 1 0 0.0118098 11 0.0018556 +C11 {BUFF, PINK} {FLAT, CONICAL} 0.324675 0.675325 0.0117884 77 0.0129892 +C8 {BROWN} {FLAT, CONICAL} 0.600917 0.399083 0.0100516 654 0.110324 +C16 {YELLOW} {KNOBBED} 0 1 0.00261971 2 0.000337382 +C9 {RED} {FLAT, CONICAL} 0.494005 0.505995 0.00233828 417 0.0703441 +C3 {RED} {CONVEX} 0.5 0.5 0.00178176 438 0.0738866 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R18 +Variables + Type Name + Categorical CapSurface + Categorical GillColor + +Variables stats +CapSurface +Group Frequency Coverage Size Value list +{SCALY} 2282 0.384953 1 SCALY +{SMOOTH} 1935 0.326417 2 SMOOTH * +{FIBROUS} 1711 0.28863 1 FIBROUS +GillColor +Group Frequency Coverage Size Value list +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{PINK} 1080 0.182186 1 PINK +{WHITE} 872 0.147099 1 WHITE +{BROWN} 758 0.127868 1 BROWN +{CHOCOLATE} 559 0.0942982 1 CHOCOLATE +{GRAY} 517 0.0872132 1 GRAY +{PURPLE} 352 0.0593792 1 PURPLE +{BLACK} 346 0.0583671 1 BLACK +{YELLOW, ORANGE} 120 0.0202429 2 YELLOW ORANGE +{RED} 65 0.0109649 1 RED + +Cell frequencies + GillColor +CapSurface {BUFF, GREEN} {PINK} {WHITE} {BROWN} {CHOCOLATE} {GRAY} {PURPLE} {BLACK} {YELLOW, ORANGE} {RED} Total Coverage +{SCALY} 624 372 400 247 158 202 157 71 20 31 2282 0.384953 +{SMOOTH} 635 248 235 232 157 109 18 167 100 34 1935 0.326417 +{FIBROUS} 0 460 237 279 244 206 177 108 0 0 1711 0.28863 +Total 1259 1080 872 758 559 517 352 346 120 65 5928 +Coverage 0.212382 0.182186 0.147099 0.127868 0.0942982 0.0872132 0.0593792 0.0583671 0.0202429 0.0109649 + +Cells 27 +Cell Id CapSurface GillColor EDIBLE POISONOUS Interest Frequency Coverage +C2 {SMOOTH} {BUFF, GREEN} 0 1 0.242849 635 0.107119 +C1 {SCALY} {BUFF, GREEN} 0 1 0.238642 624 0.105263 +C9 {FIBROUS} {WHITE} 0.966245 0.0337553 0.0573474 237 0.0399798 +C12 {FIBROUS} {BROWN} 0.939068 0.0609319 0.0565933 279 0.0470648 +C19 {SCALY} {PURPLE} 1 0 0.0492141 157 0.0264845 +C7 {SCALY} {WHITE} 0.845 0.155 0.0433581 400 0.0674764 +C13 {SCALY} {CHOCOLATE} 0.0696203 0.93038 0.0396958 158 0.0266532 +C10 {SCALY} {BROWN} 0.902834 0.097166 0.0396866 247 0.0416667 +C24 {FIBROUS} {BLACK} 1 0 0.0338543 108 0.0182186 +C26 {SMOOTH} {YELLOW, ORANGE} 1 0 0.0313466 100 0.0168691 +C21 {FIBROUS} {PURPLE} 0.898305 0.101695 0.0276109 177 0.0298583 +C18 {FIBROUS} {GRAY} 0.218447 0.781553 0.0215805 206 0.0347503 +C11 {SMOOTH} {BROWN} 0.823276 0.176724 0.021421 232 0.0391363 +C23 {SMOOTH} {BLACK} 0.868263 0.131737 0.0213105 167 0.0281714 +C16 {SCALY} {GRAY} 0.227723 0.772277 0.0198625 202 0.0340756 +C29 {SMOOTH} {RED} 1 0 0.0106578 34 0.00573549 +C28 {SCALY} {RED} 1 0 0.00971744 31 0.00522942 +C25 {SCALY} {YELLOW, ORANGE} 0 1 0.00764878 20 0.00337382 +C15 {FIBROUS} {CHOCOLATE} 0.364754 0.635246 0.0070876 244 0.0411606 +C20 {SMOOTH} {PURPLE} 0 1 0.0068839 18 0.00303644 +C6 {FIBROUS} {PINK} 0.647826 0.352174 0.00606581 460 0.0775978 +C17 {SMOOTH} {GRAY} 0.743119 0.256881 0.0050295 109 0.0183873 +C22 {SCALY} {BLACK} 0.676056 0.323944 0.001472 71 0.0119771 +C5 {SMOOTH} {PINK} 0.572581 0.427419 0.000364844 248 0.0418354 +C8 {SMOOTH} {WHITE} 0.570213 0.429787 0.000304051 235 0.0396424 +C4 {SCALY} {PINK} 0.55914 0.44086 0.000229273 372 0.062753 +C14 {SMOOTH} {CHOCOLATE} 0.566879 0.433121 0.000166983 157 0.0264845 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R19 +Variables + Type Name + Categorical CapColor + Categorical RingNumber + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{BROWN, GRAY} 3108 0.524291 2 BROWN GRAY +{RED, YELLOW} 1807 0.304825 2 RED YELLOW +{WHITE} 731 0.123313 1 WHITE +{BUFF, PINK} 227 0.0382928 2 BUFF PINK +{CINNAMON, PURPLE, GREEN} 55 0.009278 3 CINNAMON PURPLE GREEN * +RingNumber +Group Frequency Coverage Size Value list +{ONE} 5484 0.925101 1 ONE +{TWO} 411 0.069332 1 TWO +{NONE} 33 0.0055668 1 NONE * + +Cell frequencies + RingNumber +CapColor {ONE} {TWO} {NONE} Total Coverage +{BROWN, GRAY} 2939 151 18 3108 0.524291 +{RED, YELLOW} 1771 30 6 1807 0.304825 +{WHITE} 615 116 0 731 0.123313 +{BUFF, PINK} 118 109 0 227 0.0382928 +{CINNAMON, PURPLE, GREEN} 41 5 9 55 0.009278 +Total 5484 411 33 5928 +Coverage 0.925101 0.069332 0.0055668 + +Cells 13 +Cell Id CapColor RingNumber EDIBLE POISONOUS Interest Frequency Coverage +C6 {BROWN, GRAY} {TWO} 1 0 0.232375 151 0.0254723 +C4 {BUFF, PINK} {ONE} 0 1 0.221547 118 0.0199055 +C2 {RED, YELLOW} {ONE} 0.379447 0.620553 0.210301 1771 0.298752 +C3 {WHITE} {ONE} 0.679675 0.320325 0.0659088 615 0.103745 +C5 {CINNAMON, PURPLE, GREEN} {ONE} 1 0 0.0630951 41 0.00691633 +C8 {WHITE} {TWO} 0.844828 0.155172 0.0616526 116 0.0195682 +C7 {RED, YELLOW} {TWO} 1 0 0.0461671 30 0.00506073 +C11 {BROWN, GRAY} {NONE} 0 1 0.0337953 18 0.00303644 +C1 {BROWN, GRAY} {ONE} 0.571963 0.428037 0.0205434 2939 0.495783 +C15 {CINNAMON, PURPLE, GREEN} {NONE} 0 1 0.0168976 9 0.00151822 +C12 {RED, YELLOW} {NONE} 0 1 0.0112651 6 0.00101215 +C9 {BUFF, PINK} {TWO} 0.66055 0.33945 0.0087584 109 0.0183873 +C10 {CINNAMON, PURPLE, GREEN} {TWO} 1 0 0.00769452 5 0.000843455 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R20 +Variables + Type Name + Categorical GillColor + Categorical GillSpacing + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{PINK} 1080 0.182186 1 PINK +{WHITE} 872 0.147099 1 WHITE +{BROWN} 758 0.127868 1 BROWN +{CHOCOLATE} 559 0.0942982 1 CHOCOLATE +{GRAY} 517 0.0872132 1 GRAY +{PURPLE} 352 0.0593792 1 PURPLE +{BLACK} 346 0.0583671 1 BLACK +{RED, ORANGE} 116 0.0195682 2 RED ORANGE +{YELLOW} 69 0.0116397 1 YELLOW +GillSpacing +Group Frequency Coverage Size Value list +{CLOSE} 4794 0.808704 1 CLOSE +{CROWDED} 1134 0.191296 1 CROWDED * + +Cell frequencies + GillSpacing +GillColor {CLOSE} {CROWDED} Total Coverage +{BUFF, GREEN} 1259 0 1259 0.212382 +{PINK} 785 295 1080 0.182186 +{WHITE} 723 149 872 0.147099 +{BROWN} 531 227 758 0.127868 +{CHOCOLATE} 381 178 559 0.0942982 +{GRAY} 434 83 517 0.0872132 +{PURPLE} 334 18 352 0.0593792 +{BLACK} 164 182 346 0.0583671 +{RED, ORANGE} 116 0 116 0.0195682 +{YELLOW} 67 2 69 0.0116397 +Total 4794 1134 5928 +Coverage 0.808704 0.191296 + +Cells 18 +Cell Id GillColor GillSpacing EDIBLE POISONOUS Interest Frequency Coverage +C1 {BUFF, GREEN} {CLOSE} 0 1 0.423108 1259 0.212382 +C5 {CHOCOLATE} {CLOSE} 0.0288714 0.971129 0.105467 381 0.0642713 +C4 {BROWN} {CLOSE} 0.875706 0.124294 0.0626376 531 0.0895749 +C7 {PURPLE} {CLOSE} 0.946108 0.0538922 0.0622854 334 0.0563428 +C12 {PINK} {CROWDED} 0.945763 0.0542373 0.0548907 295 0.0497638 +C18 {BLACK} {CROWDED} 1 0 0.0501332 182 0.0307018 +C15 {CHOCOLATE} {CROWDED} 1 0 0.0490314 178 0.030027 +C3 {WHITE} {CLOSE} 0.77455 0.22545 0.0393965 723 0.121964 +C14 {BROWN} {CROWDED} 0.929515 0.0704846 0.0380623 227 0.0382928 +C6 {GRAY} {CLOSE} 0.246544 0.753456 0.0328086 434 0.0732119 +C9 {RED, ORANGE} {CLOSE} 1 0 0.031953 116 0.0195682 +C13 {WHITE} {CROWDED} 0.946309 0.0536913 0.0278219 149 0.025135 +C17 {PURPLE} {CROWDED} 0 1 0.0060492 18 0.00303644 +C8 {BLACK} {CLOSE} 0.72561 0.27439 0.00553991 164 0.0276653 +C16 {GRAY} {CROWDED} 0.783133 0.216867 0.00487376 83 0.0140013 +C2 {PINK} {CLOSE} 0.470064 0.529936 0.00286255 785 0.132422 +C10 {YELLOW} {CLOSE} 0.731343 0.268657 0.00240664 67 0.0113023 +C20 {YELLOW} {CROWDED} 0 1 0.000672134 2 0.000337382 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R21 +Variables + Type Name + Categorical CapColor + Categorical GillAttachment + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{RED, YELLOW, BUFF, ...} 2034 0.343117 4 RED YELLOW BUFF PINK +{BROWN} 1624 0.273954 1 BROWN +{GRAY} 1484 0.250337 1 GRAY +{WHITE, CINNAMON} 763 0.128711 2 WHITE CINNAMON +{PURPLE, GREEN} 23 0.00387989 2 PURPLE GREEN * +GillAttachment +Group Frequency Coverage Size Value list +{FREE} 5771 0.973516 1 FREE +{ATTACHED} 157 0.0264845 1 ATTACHED * + +Cell frequencies + GillAttachment +CapColor {FREE} {ATTACHED} Total Coverage +{RED, YELLOW, BUFF, ...} 2032 2 2034 0.343117 +{BROWN} 1474 150 1624 0.273954 +{GRAY} 1484 0 1484 0.250337 +{WHITE, CINNAMON} 758 5 763 0.128711 +{PURPLE, GREEN} 23 0 23 0.00387989 +Total 5771 157 5928 +Coverage 0.973516 0.0264845 + +Cells 8 +Cell Id CapColor GillAttachment EDIBLE POISONOUS Interest Frequency Coverage +C1 {RED, YELLOW, BUFF, ...} {FREE} 0.380906 0.619094 0.374775 2032 0.34278 +C7 {BROWN} {ATTACHED} 0.946667 0.0533333 0.248294 150 0.0253036 +C4 {WHITE, CINNAMON} {FREE} 0.711082 0.288918 0.192276 758 0.127868 +C3 {GRAY} {FREE} 0.628032 0.371968 0.103139 1484 0.250337 +C5 {PURPLE, GREEN} {FREE} 1 0 0.0560344 23 0.00387989 +C9 {WHITE, CINNAMON} {ATTACHED} 0 1 0.0148617 5 0.000843455 +C6 {RED, YELLOW, BUFF, ...} {ATTACHED} 0 1 0.00594468 2 0.000337382 +C2 {BROWN} {FREE} 0.514247 0.485753 0.00467614 1474 0.24865 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R22 +Variables + Type Name + Categorical CapColor + Categorical VeilColor + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{RED, YELLOW, BUFF, ...} 2034 0.343117 4 RED YELLOW BUFF PINK +{BROWN} 1624 0.273954 1 BROWN +{GRAY} 1484 0.250337 1 GRAY +{WHITE, CINNAMON} 763 0.128711 2 WHITE CINNAMON +{PURPLE, GREEN} 23 0.00387989 2 PURPLE GREEN * +VeilColor +Group Frequency Coverage Size Value list +{WHITE} 5781 0.975202 1 WHITE +{ORANGE, BROWN, YELLOW} 147 0.0247976 3 ORANGE BROWN YELLOW * + +Cell frequencies + VeilColor +CapColor {WHITE} {ORANGE, BROWN, YELLOW} Total Coverage +{RED, YELLOW, BUFF, ...} 2029 5 2034 0.343117 +{BROWN} 1482 142 1624 0.273954 +{GRAY} 1484 0 1484 0.250337 +{WHITE, CINNAMON} 763 0 763 0.128711 +{PURPLE, GREEN} 23 0 23 0.00387989 +Total 5781 147 5928 +Coverage 0.975202 0.0247976 + +Cells 7 +Cell Id CapColor VeilColor EDIBLE POISONOUS Interest Frequency Coverage +C1 {RED, YELLOW, BUFF, ...} {WHITE} 0.381469 0.618531 0.343723 2029 0.342274 +C7 {BROWN} {ORANGE, BROWN, YELLOW} 1 0 0.320123 142 0.0239541 +C4 {WHITE, CINNAMON} {WHITE} 0.706422 0.293578 0.169481 763 0.128711 +C3 {GRAY} {WHITE} 0.628032 0.371968 0.095439 1484 0.250337 +C5 {PURPLE, GREEN} {WHITE} 1 0 0.0518509 23 0.00387989 +C6 {RED, YELLOW, BUFF, ...} {ORANGE, BROWN, YELLOW} 0 1 0.0137521 5 0.000843455 +C2 {BROWN} {WHITE} 0.511471 0.488529 0.0056297 1482 0.25 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R23 +Variables + Type Name + Categorical GillColor + Categorical RingNumber + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{BROWN, PURPLE, BLACK} 1456 0.245614 3 BROWN PURPLE BLACK +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{PINK, RED} 1145 0.193151 2 PINK RED +{WHITE} 872 0.147099 1 WHITE +{CHOCOLATE} 559 0.0942982 1 CHOCOLATE +{GRAY} 517 0.0872132 1 GRAY +{YELLOW, ORANGE} 120 0.0202429 2 YELLOW ORANGE +RingNumber +Group Frequency Coverage Size Value list +{ONE} 5484 0.925101 1 ONE +{TWO} 411 0.069332 1 TWO +{NONE} 33 0.0055668 1 NONE * + +Cell frequencies + RingNumber +GillColor {ONE} {TWO} {NONE} Total Coverage +{BROWN, PURPLE, BLACK} 1456 0 0 1456 0.245614 +{BUFF, GREEN} 1241 18 0 1259 0.212382 +{PINK, RED} 1014 131 0 1145 0.193151 +{WHITE} 677 180 15 872 0.147099 +{CHOCOLATE} 559 0 0 559 0.0942982 +{GRAY} 435 82 0 517 0.0872132 +{YELLOW, ORANGE} 102 0 18 120 0.0202429 +Total 5484 411 33 5928 +Coverage 0.925101 0.069332 0.0055668 + +Cells 13 +Cell Id GillColor RingNumber EDIBLE POISONOUS Interest Frequency Coverage +C2 {BUFF, GREEN} {ONE} 0 1 0.516047 1241 0.209345 +C1 {BROWN, PURPLE, BLACK} {ONE} 0.888049 0.111951 0.230826 1456 0.245614 +C4 {WHITE} {ONE} 0.799114 0.200886 0.0562162 677 0.114204 +C10 {PINK, RED} {TWO} 1 0 0.0446495 131 0.0220985 +C6 {GRAY} {ONE} 0.245977 0.754023 0.0408577 435 0.0733806 +C7 {YELLOW, ORANGE} {ONE} 0.980392 0.0196078 0.0295606 102 0.0172065 +C11 {WHITE} {TWO} 0.888889 0.111111 0.0286955 180 0.0303644 +C5 {CHOCOLATE} {ONE} 0.338104 0.661896 0.0237396 559 0.0942982 +C9 {BUFF, GREEN} {TWO} 0 1 0.00748497 18 0.00303644 +C21 {YELLOW, ORANGE} {NONE} 0 1 0.00748497 18 0.00303644 +C13 {GRAY} {TWO} 0.792683 0.207317 0.00645824 82 0.0138327 +C18 {WHITE} {NONE} 0 1 0.00623747 15 0.00253036 +C3 {PINK, RED} {ONE} 0.573964 0.426036 0.00174209 1014 0.171053 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R24 +Variables + Type Name + Categorical GillAttachment + Categorical GillColor + +Variables stats +GillAttachment +Group Frequency Coverage Size Value list +{FREE} 5771 0.973516 1 FREE +{ATTACHED} 157 0.0264845 1 ATTACHED * +GillColor +Group Frequency Coverage Size Value list +{BROWN, PURPLE, BLACK, ...} 1507 0.254217 4 BROWN PURPLE BLACK ORANGE +{BUFF, YELLOW, GREEN} 1328 0.224022 3 BUFF YELLOW GREEN * +{PINK} 1080 0.182186 1 PINK +{CHOCOLATE, GRAY} 1076 0.181511 2 CHOCOLATE GRAY +{WHITE} 872 0.147099 1 WHITE +{RED} 65 0.0109649 1 RED + +Cell frequencies + GillColor +GillAttachment {BROWN, PURPLE, BLACK, ...} {BUFF, YELLOW, GREEN} {PINK} {CHOCOLATE, GRAY} {WHITE} {RED} Total Coverage +{FREE} 1414 1271 1080 1076 865 65 5771 0.973516 +{ATTACHED} 93 57 0 0 7 0 157 0.0264845 +Total 1507 1328 1080 1076 872 65 5928 +Coverage 0.254217 0.224022 0.182186 0.181511 0.147099 0.0109649 + +Cells 9 +Cell Id GillAttachment GillColor EDIBLE POISONOUS Interest Frequency Coverage +C3 {FREE} {BUFF, YELLOW, GREEN} 0 1 0.560656 1271 0.214406 +C1 {FREE} {BROWN, PURPLE, BLACK, ...} 0.884724 0.115276 0.232598 1414 0.238529 +C9 {FREE} {WHITE} 0.810405 0.189595 0.0833999 865 0.145918 +C7 {FREE} {CHOCOLATE, GRAY} 0.335502 0.664498 0.0497912 1076 0.181511 +C2 {ATTACHED} {BROWN, PURPLE, BLACK, ...} 1 0 0.033625 93 0.0156883 +C11 {FREE} {RED} 1 0 0.0235014 65 0.0109649 +C4 {ATTACHED} {BUFF, YELLOW, GREEN} 0.859649 0.140351 0.00790485 57 0.00961538 +C5 {FREE} {PINK} 0.6 0.4 0.0054359 1080 0.182186 +C10 {ATTACHED} {WHITE} 0 1 0.0030878 7 0.00118084 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R25 +Variables + Type Name + Categorical GillColor + Categorical VeilColor + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{BROWN, PURPLE, BLACK} 1456 0.245614 3 BROWN PURPLE BLACK +{BUFF, YELLOW, ORANGE, ...} 1379 0.232625 4 BUFF YELLOW ORANGE GREEN * +{PINK} 1080 0.182186 1 PINK +{CHOCOLATE, GRAY} 1076 0.181511 2 CHOCOLATE GRAY +{WHITE} 872 0.147099 1 WHITE +{RED} 65 0.0109649 1 RED +VeilColor +Group Frequency Coverage Size Value list +{WHITE} 5781 0.975202 1 WHITE +{ORANGE, BROWN} 142 0.0239541 2 ORANGE BROWN +{YELLOW} 5 0.000843455 1 YELLOW * + +Cell frequencies + VeilColor +GillColor {WHITE} {ORANGE, BROWN} {YELLOW} Total Coverage +{BROWN, PURPLE, BLACK} 1414 42 0 1456 0.245614 +{BUFF, YELLOW, ORANGE, ...} 1277 100 2 1379 0.232625 +{PINK} 1080 0 0 1080 0.182186 +{CHOCOLATE, GRAY} 1076 0 0 1076 0.181511 +{WHITE} 869 0 3 872 0.147099 +{RED} 65 0 0 65 0.0109649 +Total 5781 142 5 5928 +Coverage 0.975202 0.0239541 0.000843455 + +Cells 10 +Cell Id GillColor VeilColor EDIBLE POISONOUS Interest Frequency Coverage +C2 {BUFF, YELLOW, ORANGE, ...} {WHITE} 0 1 0.557988 1277 0.215418 +C1 {BROWN, PURPLE, BLACK} {WHITE} 0.884724 0.115276 0.230403 1414 0.238529 +C5 {WHITE} {WHITE} 0.806674 0.193326 0.0805813 869 0.146592 +C4 {CHOCOLATE, GRAY} {WHITE} 0.335502 0.664498 0.0493214 1076 0.181511 +C8 {BUFF, YELLOW, ORANGE, ...} {ORANGE, BROWN} 1 0 0.0358148 100 0.0168691 +C6 {RED} {WHITE} 1 0 0.0232796 65 0.0109649 +C7 {BROWN, PURPLE, BLACK} {ORANGE, BROWN} 1 0 0.0150422 42 0.00708502 +C3 {PINK} {WHITE} 0.6 0.4 0.00538461 1080 0.182186 +C17 {WHITE} {YELLOW} 0 1 0.00131086 3 0.000506073 +C14 {BUFF, YELLOW, ORANGE, ...} {YELLOW} 0 1 0.000873905 2 0.000337382 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R26 +Variables + Type Name + Categorical CapShape + Categorical GillColor + +Variables stats +CapShape +Group Frequency Coverage Size Value list +{CONVEX} 2705 0.456309 1 CONVEX +{FLAT} 2298 0.387652 1 FLAT +{KNOBBED, BELL, SUNKEN} 923 0.155702 3 KNOBBED BELL SUNKEN +{CONICAL} 2 0.000337382 1 CONICAL * +GillColor +Group Frequency Coverage Size Value list +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{BROWN, BLACK, RED, ...} 1220 0.205803 4 BROWN BLACK RED ORANGE +{PINK} 1080 0.182186 1 PINK +{WHITE, YELLOW} 941 0.158738 2 WHITE YELLOW +{CHOCOLATE} 559 0.0942982 1 CHOCOLATE +{GRAY} 517 0.0872132 1 GRAY +{PURPLE} 352 0.0593792 1 PURPLE + +Cell frequencies + GillColor +CapShape {BUFF, GREEN} {BROWN, BLACK, RED, ...} {PINK} {WHITE, YELLOW} {CHOCOLATE} {GRAY} {PURPLE} Total Coverage +{CONVEX} 419 595 549 401 283 266 192 2705 0.456309 +{FLAT} 421 461 484 344 276 152 160 2298 0.387652 +{KNOBBED, BELL, SUNKEN} 419 164 47 194 0 99 0 923 0.155702 +{CONICAL} 0 0 0 2 0 0 0 2 0.000337382 +Total 1259 1220 1080 941 559 517 352 5928 +Coverage 0.212382 0.205803 0.182186 0.158738 0.0942982 0.0872132 0.0593792 + +Cells 20 +Cell Id CapShape GillColor EDIBLE POISONOUS Interest Frequency Coverage +C2 {FLAT} {BUFF, GREEN} 0 1 0.170988 421 0.0710189 +C1 {CONVEX} {BUFF, GREEN} 0 1 0.170176 419 0.0706815 +C3 {KNOBBED, BELL, SUNKEN} {BUFF, GREEN} 0 1 0.170176 419 0.0706815 +C5 {CONVEX} {BROWN, BLACK, RED, ...} 0.863866 0.136134 0.0782299 595 0.100371 +C6 {FLAT} {BROWN, BLACK, RED, ...} 0.900217 0.0997831 0.0773317 461 0.0777665 +C7 {KNOBBED, BELL, SUNKEN} {BROWN, BLACK, RED, ...} 1 0 0.0545953 164 0.0276653 +C26 {FLAT} {PURPLE} 1 0 0.0532637 160 0.0269906 +C22 {FLAT} {GRAY} 0.0394737 0.960526 0.0478678 152 0.025641 +C13 {CONVEX} {WHITE, YELLOW} 0.840399 0.159601 0.044651 401 0.0676451 +C23 {KNOBBED, BELL, SUNKEN} {GRAY} 0.929293 0.0707071 0.0200329 99 0.0167004 +C21 {CONVEX} {GRAY} 0.278195 0.721805 0.0190589 266 0.0448718 +C25 {CONVEX} {PURPLE} 0.8125 0.1875 0.0173269 192 0.0323887 +C15 {KNOBBED, BELL, SUNKEN} {WHITE, YELLOW} 0.809278 0.190722 0.0170698 194 0.032726 +C14 {FLAT} {WHITE, YELLOW} 0.744186 0.255814 0.0170377 344 0.0580297 +C11 {KNOBBED, BELL, SUNKEN} {PINK} 1 0 0.0156462 47 0.00792848 +C17 {CONVEX} {CHOCOLATE} 0.335689 0.664311 0.0120344 283 0.0477395 +C18 {FLAT} {CHOCOLATE} 0.34058 0.65942 0.0111562 276 0.0465587 +C9 {CONVEX} {PINK} 0.588342 0.411658 0.00171664 549 0.0926113 +C10 {FLAT} {PINK} 0.57438 0.42562 0.000829378 484 0.0816464 +C16 {CONICAL} {WHITE, YELLOW} 0 1 0.000812294 2 0.000337382 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R27 +Variables + Type Name + Categorical CapColor + Categorical Odor + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{BROWN, GRAY, RED, ...} 4237 0.714744 6 BROWN GRAY RED CINNAMON PURPLE GREEN * +{YELLOW} 733 0.12365 1 YELLOW +{WHITE} 731 0.123313 1 WHITE +{BUFF, PINK} 227 0.0382928 2 BUFF PINK +Odor +Group Frequency Coverage Size Value list +{NONE} 2686 0.453104 1 NONE +{FOUL, SPICY, FISHY, ...} 2677 0.451586 6 FOUL SPICY FISHY PUNGENT CREOSOTE MUSTY * +{ALMOND, ANISE} 565 0.0953104 2 ALMOND ANISE + +Cell frequencies + Odor +CapColor {NONE} {FOUL, SPICY, FISHY, ...} {ALMOND, ANISE} Total Coverage +{BROWN, GRAY, RED, ...} 2254 1918 65 4237 0.714744 +{YELLOW} 13 449 271 733 0.12365 +{WHITE} 310 192 229 731 0.123313 +{BUFF, PINK} 109 118 0 227 0.0382928 +Total 2686 2677 565 5928 +Coverage 0.453104 0.451586 0.0953104 + +Cells 11 +Cell Id CapColor Odor EDIBLE POISONOUS Interest Frequency Coverage +C5 {BROWN, GRAY, RED, ...} {FOUL, SPICY, FISHY, ...} 0 1 0.377992 1918 0.323549 +C1 {BROWN, GRAY, RED, ...} {NONE} 0.995563 0.00443656 0.347913 2254 0.380229 +C6 {YELLOW} {FOUL, SPICY, FISHY, ...} 0 1 0.0884873 449 0.0757422 +C10 {YELLOW} {ALMOND, ANISE} 1 0 0.0437756 271 0.0457152 +C7 {WHITE} {FOUL, SPICY, FISHY, ...} 0 1 0.0378387 192 0.0323887 +C11 {WHITE} {ALMOND, ANISE} 1 0 0.0369912 229 0.0386302 +C3 {WHITE} {NONE} 0.925806 0.0741935 0.0297663 310 0.0522942 +C8 {BUFF, PINK} {FOUL, SPICY, FISHY, ...} 0 1 0.023255 118 0.0199055 +C9 {BROWN, GRAY, RED, ...} {ALMOND, ANISE} 1 0 0.0104997 65 0.0109649 +C2 {YELLOW} {NONE} 0 1 0.00256199 13 0.00219298 +C4 {BUFF, PINK} {NONE} 0.66055 0.33945 0.00091934 109 0.0183873 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R28 +Variables + Type Name + Categorical CapColor + Categorical GillSpacing + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{GRAY, WHITE} 2215 0.37365 2 GRAY WHITE +{BROWN, CINNAMON} 1656 0.279352 2 BROWN CINNAMON +{RED, PINK} 1171 0.197537 2 RED PINK +{YELLOW, BUFF} 863 0.14558 2 YELLOW BUFF +{PURPLE, GREEN} 23 0.00387989 2 PURPLE GREEN * +GillSpacing +Group Frequency Coverage Size Value list +{CLOSE} 4794 0.808704 1 CLOSE +{CROWDED} 1134 0.191296 1 CROWDED * + +Cell frequencies + GillSpacing +CapColor {CLOSE} {CROWDED} Total Coverage +{GRAY, WHITE} 1369 846 2215 0.37365 +{BROWN, CINNAMON} 1428 228 1656 0.279352 +{RED, PINK} 1147 24 1171 0.197537 +{YELLOW, BUFF} 827 36 863 0.14558 +{PURPLE, GREEN} 23 0 23 0.00387989 +Total 4794 1134 5928 +Coverage 0.808704 0.191296 + +Cells 9 +Cell Id CapColor GillSpacing EDIBLE POISONOUS Interest Frequency Coverage +C6 {GRAY, WHITE} {CROWDED} 0.94208 0.0579196 0.534474 846 0.142713 +C7 {BROWN, CINNAMON} {CROWDED} 1 0 0.218341 228 0.0384615 +C4 {YELLOW, BUFF} {CLOSE} 0.336155 0.663845 0.100684 827 0.139507 +C3 {RED, PINK} {CLOSE} 0.405405 0.594595 0.0585862 1147 0.193489 +C8 {RED, PINK} {CROWDED} 0 1 0.0280404 24 0.00404858 +C5 {PURPLE, GREEN} {CLOSE} 1 0 0.0220256 23 0.00387989 +C1 {GRAY, WHITE} {CLOSE} 0.47553 0.52447 0.014533 1369 0.230938 +C9 {YELLOW, BUFF} {CROWDED} 0.861111 0.138889 0.0133586 36 0.00607287 +C2 {BROWN, CINNAMON} {CLOSE} 0.486695 0.513305 0.00995781 1428 0.240891 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R29 +Variables + Type Name + Categorical GillColor + Categorical StalkColorBelowRing + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{WHITE, PURPLE, YELLOW, ...} 1344 0.226721 4 WHITE PURPLE YELLOW ORANGE +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{BROWN, BLACK, RED} 1169 0.1972 3 BROWN BLACK RED +{PINK} 1080 0.182186 1 PINK +{CHOCOLATE, GRAY} 1076 0.181511 2 CHOCOLATE GRAY +StalkColorBelowRing +Group Frequency Coverage Size Value list +{WHITE} 3303 0.557186 1 WHITE +{PINK, ORANGE, RED} 1518 0.256073 3 PINK ORANGE RED +{BROWN, BUFF} 664 0.112011 2 BROWN BUFF +{GRAY} 394 0.0664642 1 GRAY +{CINNAMON, YELLOW} 49 0.00826586 2 CINNAMON YELLOW * + +Cell frequencies + StalkColorBelowRing +GillColor {WHITE} {PINK, ORANGE, RED} {BROWN, BUFF} {GRAY} {CINNAMON, YELLOW} Total Coverage +{WHITE, PURPLE, YELLOW, ...} 677 341 70 207 49 1344 0.226721 +{BUFF, GREEN} 642 617 0 0 0 1259 0.212382 +{BROWN, BLACK, RED} 909 167 0 93 0 1169 0.1972 +{PINK} 592 199 195 94 0 1080 0.182186 +{CHOCOLATE, GRAY} 483 194 399 0 0 1076 0.181511 +Total 3303 1518 664 394 49 5928 +Coverage 0.557186 0.256073 0.112011 0.0664642 0.00826586 + +Cells 17 +Cell Id GillColor StalkColorBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C2 {BUFF, GREEN} {WHITE} 0 1 0.189436 642 0.1083 +C7 {BUFF, GREEN} {PINK, ORANGE, RED} 0 1 0.182059 617 0.104082 +C15 {CHOCOLATE, GRAY} {BROWN, BUFF} 0 1 0.117734 399 0.0673077 +C3 {BROWN, BLACK, RED} {WHITE} 0.860286 0.139714 0.0847002 909 0.15334 +C6 {WHITE, PURPLE, YELLOW, ...} {PINK, ORANGE, RED} 1 0 0.0824727 341 0.0575236 +C14 {PINK} {BROWN, BUFF} 0 1 0.057539 195 0.0328947 +C10 {CHOCOLATE, GRAY} {PINK, ORANGE, RED} 0 1 0.0572439 194 0.032726 +C16 {WHITE, PURPLE, YELLOW, ...} {GRAY} 1 0 0.0500641 207 0.034919 +C8 {BROWN, BLACK, RED} {PINK, ORANGE, RED} 1 0 0.0403898 167 0.0281714 +C4 {PINK} {WHITE} 0.768581 0.231419 0.026851 592 0.099865 +C1 {WHITE, PURPLE, YELLOW, ...} {WHITE} 0.747415 0.252585 0.0251523 677 0.114204 +C19 {PINK} {GRAY} 1 0 0.0227344 94 0.015857 +C18 {BROWN, BLACK, RED} {GRAY} 1 0 0.0224925 93 0.0156883 +C5 {CHOCOLATE, GRAY} {WHITE} 0.747412 0.252588 0.0179442 483 0.0814777 +C21 {WHITE, PURPLE, YELLOW, ...} {CINNAMON, YELLOW} 0 1 0.0144585 49 0.00826586 +C11 {WHITE, PURPLE, YELLOW, ...} {BROWN, BUFF} 0.9 0.1 0.0085189 70 0.0118084 +C9 {PINK} {PINK, ORANGE, RED} 0.497487 0.502513 0.000209939 199 0.0335695 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R30 +Variables + Type Name + Categorical GillColor + Categorical RingType + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{PINK, GRAY, BLACK, ...} 2008 0.338731 4 PINK GRAY BLACK RED +{BUFF, YELLOW, ORANGE} 1361 0.229588 3 BUFF YELLOW ORANGE +{BROWN, PURPLE} 1110 0.187247 2 BROWN PURPLE +{WHITE} 872 0.147099 1 WHITE +{CHOCOLATE, GREEN} 577 0.0973347 2 CHOCOLATE GREEN * +RingType +Group Frequency Coverage Size Value list +{PENDANT} 2787 0.470142 1 PENDANT +{EVANESCENT, FLARING} 2220 0.374494 2 EVANESCENT FLARING +{LARGE, NONE} 921 0.155364 2 LARGE NONE * + +Cell frequencies + RingType +GillColor {PENDANT} {EVANESCENT, FLARING} {LARGE, NONE} Total Coverage +{PINK, GRAY, BLACK, ...} 977 445 586 2008 0.338731 +{BUFF, YELLOW, ORANGE} 100 1243 18 1361 0.229588 +{BROWN, PURPLE} 914 196 0 1110 0.187247 +{WHITE} 710 147 15 872 0.147099 +{CHOCOLATE, GREEN} 86 189 302 577 0.0973347 +Total 2787 2220 921 5928 +Coverage 0.470142 0.374494 0.155364 + +Cells 14 +Cell Id GillColor RingType EDIBLE POISONOUS Interest Frequency Coverage +C7 {BUFF, YELLOW, ORANGE} {EVANESCENT, FLARING} 0 1 0.339664 1243 0.209683 +C11 {PINK, GRAY, BLACK, ...} {LARGE, NONE} 0 1 0.160131 586 0.0988529 +C6 {PINK, GRAY, BLACK, ...} {EVANESCENT, FLARING} 1 0 0.0996705 445 0.0750675 +C3 {BROWN, PURPLE} {PENDANT} 0.870897 0.129103 0.084851 914 0.154184 +C15 {CHOCOLATE, GREEN} {LARGE, NONE} 0 1 0.0825249 302 0.0509447 +C8 {BROWN, PURPLE} {EVANESCENT, FLARING} 1 0 0.0438998 196 0.0330634 +C10 {CHOCOLATE, GREEN} {EVANESCENT, FLARING} 1 0 0.0423319 189 0.0318826 +C4 {WHITE} {PENDANT} 0.809859 0.190141 0.042225 710 0.119771 +C1 {PINK, GRAY, BLACK, ...} {PENDANT} 0.758444 0.241556 0.0373764 977 0.164811 +C5 {CHOCOLATE, GREEN} {PENDANT} 0 1 0.0235005 86 0.0145074 +C2 {BUFF, YELLOW, ORANGE} {PENDANT} 1 0 0.0223979 100 0.0168691 +C9 {WHITE} {EVANESCENT, FLARING} 0.857143 0.142857 0.0124097 147 0.0247976 +C12 {BUFF, YELLOW, ORANGE} {LARGE, NONE} 0 1 0.0049187 18 0.00303644 +C14 {WHITE} {LARGE, NONE} 0 1 0.00409892 15 0.00253036 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R31 +Variables + Type Name + Categorical GillColor + Categorical Habitat + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{BUFF, GRAY} 1758 0.296559 2 BUFF GRAY +{BROWN, PURPLE, BLACK, ...} 1507 0.254217 4 BROWN PURPLE BLACK ORANGE +{PINK} 1080 0.182186 1 PINK +{WHITE, RED} 937 0.158063 2 WHITE RED +{CHOCOLATE} 559 0.0942982 1 CHOCOLATE +{YELLOW, GREEN} 87 0.0146761 2 YELLOW GREEN * +Habitat +Group Frequency Coverage Size Value list +{WOODS} 2224 0.375169 1 WOODS +{GRASSES} 1684 0.284076 1 GRASSES +{PATHS, LEAVES} 1420 0.239541 2 PATHS LEAVES +{URBAN} 251 0.0423414 1 URBAN +{MEADOWS} 220 0.037112 1 MEADOWS +{WASTE} 129 0.0217611 1 WASTE * + +Cell frequencies + Habitat +GillColor {WOODS} {GRASSES} {PATHS, LEAVES} {URBAN} {MEADOWS} {WASTE} Total Coverage +{BUFF, GRAY} 544 206 935 17 56 0 1758 0.296559 +{BROWN, PURPLE, BLACK, ...} 699 520 112 79 97 0 1507 0.254217 +{PINK} 453 428 126 73 0 0 1080 0.182186 +{WHITE, RED} 385 210 106 50 57 129 937 0.158063 +{CHOCOLATE} 125 312 90 32 0 0 559 0.0942982 +{YELLOW, GREEN} 18 8 51 0 10 0 87 0.0146761 +Total 2224 1684 1420 251 220 129 5928 +Coverage 0.375169 0.284076 0.239541 0.0423414 0.037112 0.0217611 + +Cells 28 +Cell Id GillColor Habitat EDIBLE POISONOUS Interest Frequency Coverage +C13 {BUFF, GRAY} {PATHS, LEAVES} 0 1 0.312133 935 0.157726 +C1 {BUFF, GRAY} {WOODS} 0 1 0.181605 544 0.0917679 +C2 {BROWN, PURPLE, BLACK, ...} {WOODS} 0.901288 0.0987124 0.097054 699 0.117915 +C8 {BROWN, PURPLE, BLACK, ...} {GRASSES} 0.909615 0.0903846 0.0762128 520 0.0877193 +C4 {WHITE, RED} {WOODS} 0.914286 0.0857143 0.0581542 385 0.064946 +C34 {WHITE, RED} {WASTE} 1 0 0.0352977 129 0.0217611 +C14 {BROWN, PURPLE, BLACK, ...} {PATHS, LEAVES} 1 0 0.0306461 112 0.0188934 +C17 {CHOCOLATE} {PATHS, LEAVES} 0 1 0.0300449 90 0.0151822 +C26 {BROWN, PURPLE, BLACK, ...} {MEADOWS} 1 0 0.0265417 97 0.016363 +C5 {CHOCOLATE} {WOODS} 0.088 0.912 0.0248062 125 0.0210864 +C16 {WHITE, RED} {PATHS, LEAVES} 0.924528 0.0754717 0.0171004 106 0.0178812 +C22 {WHITE, RED} {URBAN} 0 1 0.0166916 50 0.00843455 +C3 {PINK} {WOODS} 0.724062 0.275938 0.0149462 453 0.076417 +C15 {PINK} {PATHS, LEAVES} 0.18254 0.81746 0.0145298 126 0.0212551 +C23 {CHOCOLATE} {URBAN} 0 1 0.0106826 32 0.00539811 +C18 {YELLOW, GREEN} {PATHS, LEAVES} 0.960784 0.0392157 0.0103907 51 0.00860324 +C25 {BUFF, GRAY} {MEADOWS} 0.875 0.125 0.00653065 56 0.00944669 +C6 {YELLOW, GREEN} {WOODS} 0 1 0.00600898 18 0.00303644 +C28 {WHITE, RED} {MEADOWS} 0.842105 0.157895 0.00528179 57 0.00961538 +C9 {PINK} {GRASSES} 0.649533 0.350467 0.00507816 428 0.0721997 +C21 {PINK} {URBAN} 0.260274 0.739726 0.00494847 73 0.0123144 +C19 {BUFF, GRAY} {URBAN} 1 0 0.00465163 17 0.00286775 +C30 {YELLOW, GREEN} {MEADOWS} 0 1 0.00333832 10 0.00168691 +C10 {WHITE, RED} {GRASSES} 0.661905 0.338095 0.00306622 210 0.0354251 +C12 {YELLOW, GREEN} {GRASSES} 0 1 0.00267066 8 0.00134953 +C20 {BROWN, PURPLE, BLACK, ...} {URBAN} 0.405063 0.594937 0.00115912 79 0.0133266 +C11 {CHOCOLATE} {GRASSES} 0.570513 0.429487 0.000358317 312 0.0526316 +C7 {BUFF, GRAY} {GRASSES} 0.514563 0.485437 7.11164e-05 206 0.0347503 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R32 +Variables + Type Name + Categorical GillColor + Categorical Population + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{WHITE, BROWN} 1630 0.274966 2 WHITE BROWN +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{PINK} 1080 0.182186 1 PINK +{CHOCOLATE, GRAY} 1076 0.181511 2 CHOCOLATE GRAY +{PURPLE} 352 0.0593792 1 PURPLE +{BLACK} 346 0.0583671 1 BLACK +{RED, ORANGE} 116 0.0195682 2 RED ORANGE +{YELLOW} 69 0.0116397 1 YELLOW +Population +Group Frequency Coverage Size Value list +{SEVERAL} 2890 0.487517 1 SEVERAL +{SCATTERED, CLUSTERED} 1210 0.204116 2 SCATTERED CLUSTERED * +{SOLITARY} 1178 0.198718 1 SOLITARY +{ABUNDANT, NUMEROUS} 650 0.109649 2 ABUNDANT NUMEROUS + +Cell frequencies + Population +GillColor {SEVERAL} {SCATTERED, CLUSTERED} {SOLITARY} {ABUNDANT, NUMEROUS} Total Coverage +{WHITE, BROWN} 594 445 368 223 1630 0.274966 +{BUFF, GREEN} 1259 0 0 0 1259 0.212382 +{PINK} 403 212 335 130 1080 0.182186 +{CHOCOLATE, GRAY} 379 228 311 158 1076 0.181511 +{PURPLE} 178 18 156 0 352 0.0593792 +{BLACK} 31 168 8 139 346 0.0583671 +{RED, ORANGE} 23 93 0 0 116 0.0195682 +{YELLOW} 23 46 0 0 69 0.0116397 +Total 2890 1210 1178 650 5928 +Coverage 0.487517 0.204116 0.198718 0.109649 + +Cells 24 +Cell Id GillColor Population EDIBLE POISONOUS Interest Frequency Coverage +C2 {BUFF, GREEN} {SEVERAL} 0 1 0.390285 1259 0.212382 +C4 {CHOCOLATE, GRAY} {SEVERAL} 0.0290237 0.970976 0.0966893 379 0.0639339 +C17 {WHITE, BROWN} {SOLITARY} 1 0 0.0935045 368 0.0620783 +C20 {CHOCOLATE, GRAY} {SOLITARY} 0.0546624 0.945338 0.0687195 311 0.0524629 +C25 {WHITE, BROWN} {ABUNDANT, NUMEROUS} 1 0 0.0566617 223 0.0376181 +C28 {CHOCOLATE, GRAY} {ABUNDANT, NUMEROUS} 1 0 0.040146 158 0.0266532 +C21 {PURPLE} {SOLITARY} 1 0 0.0396378 156 0.0263158 +C30 {BLACK} {ABUNDANT, NUMEROUS} 1 0 0.0353183 139 0.023448 +C27 {PINK} {ABUNDANT, NUMEROUS} 1 0 0.0330315 130 0.0219298 +C1 {WHITE, BROWN} {SEVERAL} 0.765993 0.234007 0.0276467 594 0.100202 +C15 {RED, ORANGE} {SCATTERED, CLUSTERED} 1 0 0.0236302 93 0.0156883 +C5 {PURPLE} {SEVERAL} 0.898876 0.101124 0.0225915 178 0.030027 +C14 {BLACK} {SCATTERED, CLUSTERED} 0.863095 0.136905 0.0167697 168 0.0283401 +C9 {WHITE, BROWN} {SCATTERED, CLUSTERED} 0.74382 0.25618 0.016761 445 0.0750675 +C12 {CHOCOLATE, GRAY} {SCATTERED, CLUSTERED} 0.767544 0.232456 0.0107627 228 0.0384615 +C7 {RED, ORANGE} {SEVERAL} 1 0 0.00584403 23 0.00387989 +C8 {YELLOW} {SEVERAL} 1 0 0.00584403 23 0.00387989 +C13 {PURPLE} {SCATTERED, CLUSTERED} 0 1 0.00557993 18 0.00303644 +C11 {PINK} {SCATTERED, CLUSTERED} 0.688679 0.311321 0.00424296 212 0.0357625 +C3 {PINK} {SEVERAL} 0.449132 0.550868 0.0023813 403 0.0679825 +C22 {BLACK} {SOLITARY} 1 0 0.00203271 8 0.00134953 +C6 {BLACK} {SEVERAL} 0.290323 0.709677 0.00153351 31 0.00522942 +C19 {PINK} {SOLITARY} 0.570149 0.429851 0.000350083 335 0.0565115 +C16 {YELLOW} {SCATTERED, CLUSTERED} 0.565217 0.434783 3.56941e-05 46 0.00775978 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R33 +Variables + Type Name + Categorical GillColor + Categorical StalkColorAboveRing + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{WHITE, PURPLE, YELLOW, ...} 1344 0.226721 4 WHITE PURPLE YELLOW ORANGE +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{BROWN, BLACK, RED} 1169 0.1972 3 BROWN BLACK RED +{PINK} 1080 0.182186 1 PINK +{CHOCOLATE, GRAY} 1076 0.181511 2 CHOCOLATE GRAY +StalkColorAboveRing +Group Frequency Coverage Size Value list +{WHITE} 3361 0.56697 1 WHITE +{PINK} 1314 0.22166 1 PINK +{GRAY, ORANGE, RED} 615 0.103745 3 GRAY ORANGE RED +{BROWN, BUFF} 600 0.101215 2 BROWN BUFF +{CINNAMON, YELLOW} 38 0.00641026 2 CINNAMON YELLOW * + +Cell frequencies + StalkColorAboveRing +GillColor {WHITE} {PINK} {GRAY, ORANGE, RED} {BROWN, BUFF} {CINNAMON, YELLOW} Total Coverage +{WHITE, PURPLE, YELLOW, ...} 745 208 343 10 38 1344 0.226721 +{BUFF, GREEN} 639 620 0 0 0 1259 0.212382 +{BROWN, BLACK, RED} 901 94 174 0 0 1169 0.1972 +{PINK} 593 195 98 194 0 1080 0.182186 +{CHOCOLATE, GRAY} 483 197 0 396 0 1076 0.181511 +Total 3361 1314 615 600 38 5928 +Coverage 0.56697 0.22166 0.103745 0.101215 0.00641026 + +Cells 17 +Cell Id GillColor StalkColorAboveRing EDIBLE POISONOUS Interest Frequency Coverage +C2 {BUFF, GREEN} {WHITE} 0 1 0.189481 639 0.107794 +C7 {BUFF, GREEN} {PINK} 0 1 0.183847 620 0.104588 +C20 {CHOCOLATE, GRAY} {BROWN, BUFF} 0 1 0.117425 396 0.0668016 +C3 {BROWN, BLACK, RED} {WHITE} 0.859046 0.140954 0.0836431 901 0.151991 +C11 {WHITE, PURPLE, YELLOW, ...} {GRAY, ORANGE, RED} 1 0 0.0833658 343 0.057861 +C10 {CHOCOLATE, GRAY} {PINK} 0 1 0.058416 197 0.0332321 +C19 {PINK} {BROWN, BUFF} 0 1 0.0575264 194 0.032726 +C6 {WHITE, PURPLE, YELLOW, ...} {PINK} 1 0 0.0505542 208 0.0350877 +C13 {BROWN, BLACK, RED} {GRAY, ORANGE, RED} 1 0 0.0422905 174 0.0293522 +C1 {WHITE, PURPLE, YELLOW, ...} {WHITE} 0.746309 0.253691 0.0275135 745 0.125675 +C4 {PINK} {WHITE} 0.768971 0.231029 0.0271245 593 0.100034 +C14 {PINK} {GRAY, ORANGE, RED} 1 0 0.0238188 98 0.0165317 +C8 {BROWN, BLACK, RED} {PINK} 1 0 0.0228466 94 0.015857 +C5 {CHOCOLATE, GRAY} {WHITE} 0.747412 0.252588 0.0180327 483 0.0814777 +C21 {WHITE, PURPLE, YELLOW, ...} {CINNAMON, YELLOW} 0 1 0.0112681 38 0.00641026 +C16 {WHITE, PURPLE, YELLOW, ...} {BROWN, BUFF} 1 0 0.00243049 10 0.00168691 +C9 {PINK} {PINK} 0.482051 0.517949 0.000415499 195 0.0328947 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R34 +Variables + Type Name + Categorical Bruise + Categorical GillColor + +Variables stats +Bruise +Group Frequency Coverage Size Value list +{NO} 3568 0.601889 1 NO +{BRUISES} 2360 0.398111 1 BRUISES * +GillColor +Group Frequency Coverage Size Value list +{BUFF} 1241 0.209345 1 BUFF +{PINK} 1080 0.182186 1 PINK +{WHITE, YELLOW} 941 0.158738 2 WHITE YELLOW +{BROWN} 758 0.127868 1 BROWN +{CHOCOLATE, GREEN} 577 0.0973347 2 CHOCOLATE GREEN * +{GRAY} 517 0.0872132 1 GRAY +{PURPLE, RED} 417 0.0703441 2 PURPLE RED +{BLACK, ORANGE} 397 0.0669703 2 BLACK ORANGE + +Cell frequencies + GillColor +Bruise {BUFF} {PINK} {WHITE, YELLOW} {BROWN} {CHOCOLATE, GREEN} {GRAY} {PURPLE, RED} {BLACK, ORANGE} Total Coverage +{NO} 1241 610 244 277 491 410 45 250 3568 0.601889 +{BRUISES} 0 470 697 481 86 107 372 147 2360 0.398111 +Total 1241 1080 941 758 577 517 417 397 5928 +Coverage 0.209345 0.182186 0.158738 0.127868 0.0973347 0.0872132 0.0703441 0.0669703 + +Cells 15 +Cell Id Bruise GillColor EDIBLE POISONOUS Interest Frequency Coverage +C1 {NO} {BUFF} 0 1 0.474767 1241 0.209345 +C14 {BRUISES} {PURPLE, RED} 1 0 0.116649 372 0.062753 +C15 {NO} {BLACK, ORANGE} 1 0 0.0783929 250 0.0421727 +C8 {BRUISES} {BROWN} 0.898129 0.101871 0.0749719 481 0.0811404 +C6 {BRUISES} {WHITE, YELLOW} 0.806313 0.193687 0.056425 697 0.117578 +C11 {NO} {GRAY} 0.2 0.8 0.0485215 410 0.0691633 +C7 {NO} {BROWN} 0.880866 0.119134 0.0385117 277 0.0467274 +C10 {BRUISES} {CHOCOLATE, GREEN} 0 1 0.0329008 86 0.0145074 +C4 {BRUISES} {PINK} 0.776596 0.223404 0.0296843 470 0.0792848 +C5 {NO} {WHITE, YELLOW} 0.770492 0.229508 0.0145977 244 0.0411606 +C12 {BRUISES} {GRAY} 0.841121 0.158879 0.0112817 107 0.0180499 +C9 {NO} {CHOCOLATE, GREEN} 0.384929 0.615071 0.0110477 491 0.0828273 +C13 {NO} {PURPLE, RED} 0.2 0.8 0.00532553 45 0.00759109 +C16 {BRUISES} {BLACK, ORANGE} 0.693878 0.306122 0.00388635 147 0.0247976 +C3 {NO} {PINK} 0.463934 0.536066 0.00303751 610 0.102901 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R35 +Variables + Type Name + Categorical GillColor + Categorical StalkSurfaceBelowRing + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{PINK, GRAY} 1597 0.269399 2 PINK GRAY +{BROWN, PURPLE, BLACK} 1456 0.245614 3 BROWN PURPLE BLACK +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{WHITE} 872 0.147099 1 WHITE +{CHOCOLATE} 559 0.0942982 1 CHOCOLATE +{YELLOW, RED, ORANGE} 185 0.0312078 3 YELLOW RED ORANGE +StalkSurfaceBelowRing +Group Frequency Coverage Size Value list +{SMOOTH} 3587 0.605094 1 SMOOTH +{SILKY} 1604 0.27058 1 SILKY +{FIBROUS} 544 0.0917679 1 FIBROUS +{SCALY} 193 0.0325574 1 SCALY * + +Cell frequencies + StalkSurfaceBelowRing +GillColor {SMOOTH} {SILKY} {FIBROUS} {SCALY} Total Coverage +{PINK, GRAY} 756 649 147 45 1597 0.269399 +{BROWN, PURPLE, BLACK} 1230 0 191 35 1456 0.245614 +{BUFF, GREEN} 642 617 0 0 1259 0.212382 +{WHITE} 675 36 68 93 872 0.147099 +{CHOCOLATE} 119 302 138 0 559 0.0942982 +{YELLOW, RED, ORANGE} 165 0 0 20 185 0.0312078 +Total 3587 1604 544 193 5928 +Coverage 0.605094 0.27058 0.0917679 0.0325574 + +Cells 18 +Cell Id GillColor StalkSurfaceBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C3 {BUFF, GREEN} {SMOOTH} 0 1 0.204744 642 0.1083 +C9 {BUFF, GREEN} {SILKY} 0 1 0.196772 617 0.104082 +C2 {BROWN, PURPLE, BLACK} {SMOOTH} 0.86748 0.13252 0.130185 1230 0.20749 +C7 {PINK, GRAY} {SILKY} 0.0970724 0.902928 0.117092 649 0.10948 +C11 {CHOCOLATE} {SILKY} 0 1 0.0963128 302 0.0509447 +C4 {WHITE} {SMOOTH} 0.848889 0.151111 0.0627366 675 0.113866 +C14 {BROWN, PURPLE, BLACK} {FIBROUS} 1 0 0.0499274 191 0.03222 +C1 {PINK, GRAY} {SMOOTH} 0.792328 0.207672 0.0455303 756 0.12753 +C6 {YELLOW, RED, ORANGE} {SMOOTH} 1 0 0.043131 165 0.027834 +C19 {PINK, GRAY} {SCALY} 1 0 0.011763 45 0.00759109 +C10 {WHITE} {SILKY} 1 0 0.0094104 36 0.00607287 +C20 {BROWN, PURPLE, BLACK} {SCALY} 1 0 0.009149 35 0.00590418 +C13 {PINK, GRAY} {FIBROUS} 0.768707 0.231293 0.00721442 147 0.0247976 +C24 {YELLOW, RED, ORANGE} {SCALY} 0 1 0.00637833 20 0.00337382 +C17 {CHOCOLATE} {FIBROUS} 0.73913 0.26087 0.0051001 138 0.0232794 +C5 {CHOCOLATE} {SMOOTH} 0.731092 0.268908 0.0040456 119 0.0200742 +C22 {WHITE} {SCALY} 0.612903 0.387097 0.000485891 93 0.0156883 +C16 {WHITE} {FIBROUS} 0.514706 0.485294 2.21052e-05 68 0.011471 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R36 +Variables + Type Name + Categorical GillColor + Categorical StalkSurfaceAboveRing + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{WHITE, PURPLE} 1224 0.206478 2 WHITE PURPLE +{BROWN, BLACK} 1104 0.186235 2 BROWN BLACK +{PINK} 1080 0.182186 1 PINK +{CHOCOLATE} 559 0.0942982 1 CHOCOLATE +{GRAY} 517 0.0872132 1 GRAY +{YELLOW, RED, ORANGE} 185 0.0312078 3 YELLOW RED ORANGE +StalkSurfaceAboveRing +Group Frequency Coverage Size Value list +{SMOOTH} 3753 0.633097 1 SMOOTH +{SILKY, SCALY} 1668 0.281377 2 SILKY SCALY * +{FIBROUS} 507 0.0855263 1 FIBROUS + +Cell frequencies + StalkSurfaceAboveRing +GillColor {SMOOTH} {SILKY, SCALY} {FIBROUS} Total Coverage +{BUFF, GREEN} 643 616 0 1259 0.212382 +{WHITE, PURPLE} 1087 77 60 1224 0.206478 +{BROWN, BLACK} 913 0 191 1104 0.186235 +{PINK} 617 329 134 1080 0.182186 +{CHOCOLATE} 135 302 122 559 0.0942982 +{GRAY} 193 324 0 517 0.0872132 +{YELLOW, RED, ORANGE} 165 20 0 185 0.0312078 +Total 3753 1668 507 5928 +Coverage 0.633097 0.281377 0.0855263 + +Cells 17 +Cell Id GillColor StalkSurfaceAboveRing EDIBLE POISONOUS Interest Frequency Coverage +C1 {BUFF, GREEN} {SMOOTH} 0 1 0.205876 643 0.108468 +C8 {BUFF, GREEN} {SILKY, SCALY} 0 1 0.197231 616 0.103914 +C2 {WHITE, PURPLE} {SMOOTH} 0.873045 0.126955 0.119979 1087 0.183367 +C12 {CHOCOLATE} {SILKY, SCALY} 0 1 0.0966943 302 0.0509447 +C3 {BROWN, BLACK} {SMOOTH} 0.860898 0.139102 0.0927058 913 0.154015 +C11 {PINK} {SILKY, SCALY} 0.103343 0.896657 0.0575769 329 0.0554993 +C13 {GRAY} {SILKY, SCALY} 0.101852 0.898148 0.0571687 324 0.0546559 +C4 {PINK} {SMOOTH} 0.837925 0.162075 0.0531926 617 0.104082 +C17 {BROWN, BLACK} {FIBROUS} 1 0 0.0501252 191 0.03222 +C7 {YELLOW, RED, ORANGE} {SMOOTH} 1 0 0.0433019 165 0.027834 +C14 {YELLOW, RED, ORANGE} {SILKY, SCALY} 0 1 0.0064036 20 0.00337382 +C5 {CHOCOLATE} {SMOOTH} 0.755556 0.244444 0.00588828 135 0.0227733 +C6 {GRAY} {SMOOTH} 0.720207 0.279793 0.00585276 193 0.0325574 +C18 {PINK} {FIBROUS} 0.723881 0.276119 0.00423196 134 0.0226046 +C19 {CHOCOLATE} {FIBROUS} 0.713115 0.286885 0.00341333 122 0.0205803 +C16 {WHITE, PURPLE} {FIBROUS} 0.45 0.55 0.000358756 60 0.0101215 +C9 {WHITE, PURPLE} {SILKY, SCALY} 0.532468 0.467532 2.45231e-07 77 0.0129892 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R37 +Variables + Type Name + Categorical GillColor + Categorical GillSize + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{BROWN, PURPLE, BLACK, ...} 1572 0.265182 5 BROWN PURPLE BLACK RED ORANGE +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{PINK, YELLOW} 1149 0.193826 2 PINK YELLOW +{WHITE} 872 0.147099 1 WHITE +{CHOCOLATE} 559 0.0942982 1 CHOCOLATE +{GRAY} 517 0.0872132 1 GRAY +GillSize +Group Frequency Coverage Size Value list +{BROAD} 4121 0.695175 1 BROAD +{NARROW} 1807 0.304825 1 NARROW * + +Cell frequencies + GillSize +GillColor {BROAD} {NARROW} Total Coverage +{BROWN, PURPLE, BLACK, ...} 1344 228 1572 0.265182 +{BUFF, GREEN} 18 1241 1259 0.212382 +{PINK, YELLOW} 1029 120 1149 0.193826 +{WHITE} 719 153 872 0.147099 +{CHOCOLATE} 548 11 559 0.0942982 +{GRAY} 463 54 517 0.0872132 +Total 4121 1807 5928 +Coverage 0.695175 0.304825 + +Cells 12 +Cell Id GillColor GillSize EDIBLE POISONOUS Interest Frequency Coverage +C8 {BUFF, GREEN} {NARROW} 0 1 0.446057 1241 0.209345 +C1 {BROWN, PURPLE, BLACK, ...} {BROAD} 1 0 0.395955 1344 0.226721 +C4 {WHITE} {BROAD} 0.859527 0.140473 0.0811793 719 0.121289 +C5 {CHOCOLATE} {BROAD} 0.324818 0.675182 0.02299 548 0.0924426 +C6 {GRAY} {BROAD} 0.334773 0.665227 0.0175883 463 0.0781039 +C7 {BROWN, PURPLE, BLACK, ...} {NARROW} 0.285088 0.714912 0.0136635 228 0.0384615 +C3 {PINK, YELLOW} {BROAD} 0.628766 0.371234 0.00878569 1029 0.173583 +C2 {BUFF, GREEN} {BROAD} 0 1 0.0064698 18 0.00303644 +C11 {CHOCOLATE} {NARROW} 1 0 0.0032407 11 0.0018556 +C12 {GRAY} {NARROW} 0.314815 0.685185 0.0024921 54 0.00910931 +C9 {PINK, YELLOW} {NARROW} 0.416667 0.583333 0.0015695 120 0.0202429 +C10 {WHITE} {NARROW} 0.542484 0.457516 9.42355e-06 153 0.0258097 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R38 +Variables + Type Name + Categorical GillColor + Categorical SporePrintColor + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{PINK, BROWN, BLACK, ...} 2249 0.379386 4 PINK BROWN BLACK RED +{BUFF, CHOCOLATE, YELLOW, ...} 1920 0.323887 4 BUFF CHOCOLATE YELLOW ORANGE +{WHITE} 872 0.147099 1 WHITE +{GRAY, GREEN} 535 0.0902497 2 GRAY GREEN * +{PURPLE} 352 0.0593792 1 PURPLE +SporePrintColor +Group Frequency Coverage Size Value list +{BROWN, BLACK, BUFF, ...} 3000 0.506073 5 BROWN BLACK BUFF ORANGE YELLOW * +{WHITE, PURPLE} 1745 0.294366 2 WHITE PURPLE +{CHOCOLATE, GREEN} 1183 0.199561 2 CHOCOLATE GREEN + +Cell frequencies + SporePrintColor +GillColor {BROWN, BLACK, BUFF, ...} {WHITE, PURPLE} {CHOCOLATE, GREEN} Total Coverage +{PINK, BROWN, BLACK, ...} 1722 155 372 2249 0.379386 +{BUFF, CHOCOLATE, YELLOW, ...} 278 1261 381 1920 0.323887 +{WHITE} 513 264 95 872 0.147099 +{GRAY, GREEN} 144 65 326 535 0.0902497 +{PURPLE} 343 0 9 352 0.0593792 +Total 3000 1745 1183 5928 +Coverage 0.506073 0.294366 0.199561 + +Cells 14 +Cell Id GillColor SporePrintColor EDIBLE POISONOUS Interest Frequency Coverage +C7 {BUFF, CHOCOLATE, YELLOW, ...} {WHITE, PURPLE} 0 1 0.3316 1261 0.212719 +C1 {PINK, BROWN, BLACK, ...} {BROWN, BLACK, BUFF, ...} 0.88676 0.11324 0.171167 1722 0.290486 +C14 {GRAY, GREEN} {CHOCOLATE, GREEN} 0 1 0.085727 326 0.0549933 +C11 {PINK, BROWN, BLACK, ...} {CHOCOLATE, GREEN} 0.0215054 0.978495 0.084156 372 0.062753 +C12 {BUFF, CHOCOLATE, YELLOW, ...} {CHOCOLATE, GREEN} 0.0288714 0.971129 0.0825261 381 0.0642713 +C3 {WHITE} {BROWN, BLACK, BUFF, ...} 0.91423 0.08577 0.0610174 513 0.0865385 +C2 {BUFF, CHOCOLATE, YELLOW, ...} {BROWN, BLACK, BUFF, ...} 1 0 0.0599202 278 0.0468961 +C5 {PURPLE} {BROWN, BLACK, BUFF, ...} 0.895044 0.104956 0.0360124 343 0.057861 +C6 {PINK, BROWN, BLACK, ...} {WHITE, PURPLE} 1 0 0.0334087 155 0.0261471 +C8 {WHITE} {WHITE, PURPLE} 0.844697 0.155303 0.0196339 264 0.0445344 +C13 {WHITE} {CHOCOLATE, GREEN} 0.0947368 0.905263 0.0143145 95 0.0160256 +C9 {GRAY, GREEN} {WHITE, PURPLE} 1 0 0.0140101 65 0.0109649 +C4 {GRAY, GREEN} {BROWN, BLACK, BUFF, ...} 0.743056 0.256944 0.00456585 144 0.0242915 +C15 {PURPLE} {CHOCOLATE, GREEN} 1 0 0.00193986 9 0.00151822 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R39 +Variables + Type Name + Categorical GillColor + Categorical Odor + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{BUFF, PINK, BROWN, ...} 4452 0.751012 8 BUFF PINK BROWN CHOCOLATE PURPLE BLACK RED ORANGE +{WHITE, GRAY, YELLOW} 1458 0.245951 3 WHITE GRAY YELLOW +{GREEN} 18 0.00303644 1 GREEN * +Odor +Group Frequency Coverage Size Value list +{NONE} 2686 0.453104 1 NONE +{FOUL, SPICY, FISHY, ...} 2677 0.451586 6 FOUL SPICY FISHY PUNGENT CREOSOTE MUSTY * +{ALMOND, ANISE} 565 0.0953104 2 ALMOND ANISE + +Cell frequencies + Odor +GillColor {NONE} {FOUL, SPICY, FISHY, ...} {ALMOND, ANISE} Total Coverage +{BUFF, PINK, BROWN, ...} 1934 2206 312 4452 0.751012 +{WHITE, GRAY, YELLOW} 734 471 253 1458 0.245951 +{GREEN} 18 0 0 18 0.00303644 +Total 2686 2677 565 5928 +Coverage 0.453104 0.451586 0.0953104 + +Cells 7 +Cell Id GillColor Odor EDIBLE POISONOUS Interest Frequency Coverage +C4 {BUFF, PINK, BROWN, ...} {FOUL, SPICY, FISHY, ...} 0 1 0.435161 2206 0.372132 +C1 {BUFF, PINK, BROWN, ...} {NONE} 1 0 0.312701 1934 0.326248 +C5 {WHITE, GRAY, YELLOW} {FOUL, SPICY, FISHY, ...} 0 1 0.0929107 471 0.0794534 +C2 {WHITE, GRAY, YELLOW} {NONE} 0.911444 0.0885559 0.0643237 734 0.123819 +C7 {BUFF, PINK, BROWN, ...} {ALMOND, ANISE} 1 0 0.0504461 312 0.0526316 +C8 {WHITE, GRAY, YELLOW} {ALMOND, ANISE} 1 0 0.0409066 253 0.0426788 +C3 {GREEN} {NONE} 0 1 0.00355073 18 0.00303644 + Total 0.534413 0.465587 1 5928 1 diff --git a/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/Var2_PreparationReport.xls b/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/Var2_PreparationReport.xls new file mode 100644 index 000000000..d1a5ccb50 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/Var2_PreparationReport.xls @@ -0,0 +1,633 @@ +#Khiops 10.1.5 +Descriptive statistics + + +Problem description +Short description + +Dictionary Mushroom +Variables + Categorical 23 + Total 23 + +Database ../../../datasets/Mushroom/Mushroom.txt +Sample percentage 70 +Sampling mode Include sample +Selection variable +Selection value +Instances 5928 + +Learning task Classification analysis + +Target variable Categorical Class + +Target variable stats +Value Frequency Coverage +EDIBLE 3168 0.534413 +POISONOUS 2760 0.465587 + +Evaluated variables 22 +Informative variables 21 + +Max number of constructed variables 0 +Max number of trees 0 +Max number of variable pairs 50 +Discretization MODL +Value grouping MODL + +Null model + Constr. cost 0.693147 + Prep. cost 8.68761 + Data cost 4090.36 + + +Categorical variables statistics + +Rank Name Level Groups Values Mode Mode coverage Constr. cost Prep. cost Data cost +R01 Odor 0.900798 3 9 NONE 0.453104 3.82864 35.694 367.179 +R02 SporePrintColor 0.47984 4 9 WHITE 0.28863 3.82864 43.8179 2084.87 +R03 GillColor 0.402066 6 12 BUFF 0.209345 3.82864 63.2207 2384.32 +R04 StalkSurfaceAboveRing 0.285867 3 4 SMOOTH 0.633097 3.82864 28.5617 2895.37 +R05 RingType 0.283664 4 5 PENDANT 0.470142 3.82864 36.5603 2896.4 +R06 StalkSurfaceBelowRing 0.272744 3 4 SMOOTH 0.605094 3.82864 28.6051 2949.13 +R07 StalkColorAboveRing 0.245938 5 9 WHITE 0.56697 3.82864 50.6463 3036.98 +R08 GillSize 0.228924 2 2 BROAD 0.695175 3.82864 17.2546 3140.12 +R09 StalkColorBelowRing 0.223656 5 9 WHITE 0.557186 3.82864 50.8241 3128.16 +R10 Population 0.20956 5 6 SEVERAL 0.487517 3.82864 45.3128 3191.45 +R11 Bruise 0.158096 2 2 NO 0.601889 3.82864 17.3774 3430.38 +R12 Habitat 0.155388 6 7 WOODS 0.375169 3.82864 52.3352 3406.52 +R13 StalkRoot 0.143978 5 5 BULBOUS 0.446862 3.82864 42.5668 3463.07 +R14 GillSpacing 0.125243 2 2 CLOSE 0.808704 3.82864 16.9402 3565.51 +R15 CapShape 0.0418307 3 6 CONVEX 0.456309 3.82864 31.4583 3892.96 +R16 CapColor 0.0368621 5 10 BROWN 0.273954 3.82864 51.3578 3893.43 +R17 RingNumber 0.0288836 3 3 ONE 0.925101 3.82864 23.682 3953.81 +R18 CapSurface 0.0287294 2 4 SCALY 0.384953 3.82864 19.8392 3958.29 +R19 VeilColor 0.0186198 3 4 WHITE 0.975202 3.82864 23.3998 3996.17 +R20 GillAttachment 0.0109149 2 2 FREE 0.973516 3.82864 15.1539 4036.01 +R21 StalkShape 0.00748534 2 2 TAPERING 0.583502 3.82864 17.3915 4047.83 +R22 VeilType 0 1 1 PARTIAL 1 0.693147 8.68761 4090.36 + + +-------------------------------------------------------------------------------- + +Variables detailed statistics + + +Rank R01 +Variable Categorical Odor + +Variable stats +Group Size Value list +{NONE} 1 NONE +{FOUL, SPICY, FISHY, ...} 6 FOUL SPICY FISHY PUNGENT CREOSOTE MUSTY * +{ALMOND, ANISE} 2 ALMOND ANISE + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{FOUL, SPICY, FISHY, ...} 0 1 0.549437 2677 0.451586 +{NONE} 0.969099 0.030901 0.355515 2686 0.453104 +{ALMOND, ANISE} 1 0 0.0950487 565 0.0953104 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +NONE 2686 0.453104 +FOUL 1499 0.252868 +SPICY 419 0.0706815 +FISHY 414 0.0698381 +ALMOND 294 0.0495951 +ANISE 271 0.0457152 +PUNGENT 174 0.0293522 +CREOSOTE 138 0.0232794 +MUSTY 33 0.0055668 + +---------------------------------------------- +Rank R02 +Variable Categorical SporePrintColor + +Variable stats +Group Size Value list +{BROWN, BLACK} 2 BROWN BLACK +{WHITE} 1 WHITE +{CHOCOLATE, GREEN} 2 CHOCOLATE GREEN +{BUFF, ORANGE, PURPLE, ...} 4 BUFF ORANGE PURPLE YELLOW * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{BROWN, BLACK} 0.892191 0.107809 0.433474 2894 0.488192 +{CHOCOLATE, GREEN} 0.0312764 0.968724 0.367351 1183 0.199561 +{WHITE} 0.239041 0.760959 0.155311 1711 0.28863 +{BUFF, ORANGE, PURPLE, ...} 1 0 0.0438651 140 0.0236167 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +WHITE 1711 0.28863 +BROWN 1480 0.249663 +BLACK 1414 0.238529 +CHOCOLATE 1128 0.190283 +GREEN 55 0.009278 +BUFF 38 0.00641026 +ORANGE 37 0.00624157 +PURPLE 34 0.00573549 +YELLOW 31 0.00522942 + +---------------------------------------------- +Rank R03 +Variable Categorical GillColor + +Variable stats +Group Size Value list +{BROWN, PURPLE, BLACK} 3 BROWN PURPLE BLACK +{BUFF, GREEN} 2 BUFF GREEN * +{PINK} 1 PINK +{CHOCOLATE, GRAY} 2 CHOCOLATE GRAY +{WHITE, YELLOW} 2 WHITE YELLOW +{RED, ORANGE} 2 RED ORANGE + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{BUFF, GREEN} 0 1 0.567346 1259 0.212382 +{BROWN, PURPLE, BLACK} 0.888049 0.111951 0.250144 1456 0.245614 +{WHITE, YELLOW} 0.797024 0.202976 0.0832445 941 0.158738 +{CHOCOLATE, GRAY} 0.335502 0.664498 0.0508656 1076 0.181511 +{RED, ORANGE} 1 0 0.0428459 116 0.0195682 +{PINK} 0.6 0.4 0.0055532 1080 0.182186 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +BUFF 1241 0.209345 +PINK 1080 0.182186 +WHITE 872 0.147099 +BROWN 758 0.127868 +CHOCOLATE 559 0.0942982 +GRAY 517 0.0872132 +PURPLE 352 0.0593792 +BLACK 346 0.0583671 +YELLOW 69 0.0116397 +RED 65 0.0109649 +ORANGE 51 0.00860324 +GREEN 18 0.00303644 + +---------------------------------------------- +Rank R04 +Variable Categorical StalkSurfaceAboveRing + +Variable stats +Group Size Value list +{SMOOTH, SCALY} 2 SMOOTH SCALY * +{SILKY} 1 SILKY +{FIBROUS} 1 FIBROUS + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{SILKY} 0.0592861 0.940714 0.738617 1653 0.278846 +{SMOOTH, SCALY} 0.708068 0.291932 0.199532 3768 0.635628 +{FIBROUS} 0.792899 0.207101 0.0618507 507 0.0855263 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +SMOOTH 3753 0.633097 +SILKY 1653 0.278846 +FIBROUS 507 0.0855263 +SCALY 15 0.00253036 + +---------------------------------------------- +Rank R05 +Variable Categorical RingType + +Variable stats +Group Size Value list +{PENDANT} 1 PENDANT +{EVANESCENT} 1 EVANESCENT +{LARGE, NONE} 2 LARGE NONE * +{FLARING} 1 FLARING + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{LARGE, NONE} 0 1 0.591409 921 0.155364 +{PENDANT} 0.793685 0.206315 0.34179 2787 0.470142 +{EVANESCENT} 0.42098 0.57902 0.0473267 2183 0.368252 +{FLARING} 1 0 0.0194742 37 0.00624157 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +PENDANT 2787 0.470142 +EVANESCENT 2183 0.368252 +LARGE 888 0.149798 +FLARING 37 0.00624157 +NONE 33 0.0055668 + +---------------------------------------------- +Rank R06 +Variable Categorical StalkSurfaceBelowRing + +Variable stats +Group Size Value list +{SMOOTH, SCALY} 2 SMOOTH SCALY * +{SILKY} 1 SILKY +{FIBROUS} 1 FIBROUS + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{SILKY} 0.0617207 0.938279 0.740765 1604 0.27058 +{SMOOTH, SCALY} 0.695238 0.304762 0.179003 3780 0.637652 +{FIBROUS} 0.810662 0.189338 0.0802322 544 0.0917679 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +SMOOTH 3587 0.605094 +SILKY 1604 0.27058 +FIBROUS 544 0.0917679 +SCALY 193 0.0325574 + +---------------------------------------------- +Rank R07 +Variable Categorical StalkColorAboveRing + +Variable stats +Group Size Value list +{WHITE} 1 WHITE +{PINK} 1 PINK +{GRAY, ORANGE, RED} 3 GRAY ORANGE RED +{BUFF, CINNAMON, YELLOW} 3 BUFF CINNAMON YELLOW * +{BROWN} 1 BROWN + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{GRAY, ORANGE, RED} 1 0 0.367734 615 0.103745 +{BUFF, CINNAMON, YELLOW} 0 1 0.234902 322 0.0543185 +{BROWN} 0.0316456 0.968354 0.186866 316 0.0533063 +{PINK} 0.30137 0.69863 0.139043 1314 0.22166 +{WHITE} 0.638798 0.361202 0.0714553 3361 0.56697 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +WHITE 3361 0.56697 +PINK 1314 0.22166 +GRAY 410 0.0691633 +BROWN 316 0.0533063 +BUFF 284 0.0479082 +ORANGE 142 0.0239541 +RED 63 0.0106275 +CINNAMON 33 0.0055668 +YELLOW 5 0.000843455 + +---------------------------------------------- +Rank R08 +Variable Categorical GillSize + +Variable stats +Group Size Value list +{BROAD} 1 BROAD +{NARROW} 1 NARROW * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{NARROW} 0.125069 0.874931 0.706633 1807 0.304825 +{BROAD} 0.713904 0.286096 0.293367 4121 0.695175 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +BROAD 4121 0.695175 +NARROW 1807 0.304825 + +---------------------------------------------- +Rank R09 +Variable Categorical StalkColorBelowRing + +Variable stats +Group Size Value list +{WHITE} 1 WHITE +{PINK} 1 PINK +{GRAY, ORANGE, RED} 3 GRAY ORANGE RED +{BROWN} 1 BROWN +{BUFF, CINNAMON, YELLOW} 3 BUFF CINNAMON YELLOW * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{GRAY, ORANGE, RED} 1 0 0.393296 600 0.101215 +{BUFF, CINNAMON, YELLOW} 0 1 0.279903 350 0.0590418 +{PINK} 0.30564 0.69436 0.146517 1312 0.221323 +{BROWN} 0.173554 0.826446 0.105969 363 0.0612348 +{WHITE} 0.636997 0.363003 0.0743147 3303 0.557186 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +WHITE 3303 0.557186 +PINK 1312 0.221323 +GRAY 394 0.0664642 +BROWN 363 0.0612348 +BUFF 301 0.050776 +ORANGE 142 0.0239541 +RED 64 0.0107962 +CINNAMON 33 0.0055668 +YELLOW 16 0.00269906 + +---------------------------------------------- +Rank R10 +Variable Categorical Population + +Variable stats +Group Size Value list +{SEVERAL} 1 SEVERAL +{SOLITARY} 1 SOLITARY +{SCATTERED} 1 SCATTERED +{ABUNDANT, NUMEROUS} 2 ABUNDANT NUMEROUS +{CLUSTERED} 1 CLUSTERED * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{ABUNDANT, NUMEROUS} 1 0 0.457936 650 0.109649 +{SEVERAL} 0.29827 0.70173 0.370249 2890 0.487517 +{SCATTERED} 0.740166 0.259834 0.0972382 966 0.162955 +{CLUSTERED} 0.82377 0.17623 0.0508243 244 0.0411606 +{SOLITARY} 0.628183 0.371817 0.0237528 1178 0.198718 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +SEVERAL 2890 0.487517 +SOLITARY 1178 0.198718 +SCATTERED 966 0.162955 +ABUNDANT 366 0.0617409 +NUMEROUS 284 0.0479082 +CLUSTERED 244 0.0411606 + +---------------------------------------------- +Rank R11 +Variable Categorical Bruise + +Variable stats +Group Size Value list +{NO} 1 NO +{BRUISES} 1 BRUISES * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{BRUISES} 0.814831 0.185169 0.621883 2360 0.398111 +{NO} 0.348935 0.651065 0.378117 3568 0.601889 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +NO 3568 0.601889 +BRUISES 2360 0.398111 + +---------------------------------------------- +Rank R12 +Variable Categorical Habitat + +Variable stats +Group Size Value list +{WOODS} 1 WOODS +{GRASSES} 1 GRASSES +{LEAVES, URBAN} 2 LEAVES URBAN +{PATHS} 1 PATHS +{MEADOWS} 1 MEADOWS +{WASTE} 1 WASTE * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{PATHS} 0.108886 0.891114 0.482303 799 0.134784 +{LEAVES, URBAN} 0.301606 0.698394 0.143722 872 0.147099 +{GRASSES} 0.69715 0.30285 0.138157 1684 0.284076 +{WASTE} 1 0 0.120394 129 0.0217611 +{MEADOWS} 0.881818 0.118182 0.0916189 220 0.037112 +{WOODS} 0.593975 0.406025 0.0238039 2224 0.375169 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +WOODS 2224 0.375169 +GRASSES 1684 0.284076 +PATHS 799 0.134784 +LEAVES 621 0.104757 +URBAN 251 0.0423414 +MEADOWS 220 0.037112 +WASTE 129 0.0217611 + +---------------------------------------------- +Rank R13 +Variable Categorical StalkRoot + +Variable stats +Group Size Value list +{BULBOUS} 1 BULBOUS +{?} 1 ? +{EQUAL} 1 EQUAL +{CLUB} 1 CLUB +{ROOTED} 1 ROOTED * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{?} 0.286686 0.713314 0.359363 1765 0.29774 +{EQUAL} 0.822268 0.177732 0.290265 979 0.165148 +{CLUB} 0.906863 0.0931373 0.217754 408 0.0688259 +{ROOTED} 1 0 0.12882 127 0.0214238 +{BULBOUS} 0.513401 0.486599 0.00379824 2649 0.446862 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +BULBOUS 2649 0.446862 +? 1765 0.29774 +EQUAL 979 0.165148 +CLUB 408 0.0688259 +ROOTED 127 0.0214238 + +---------------------------------------------- +Rank R14 +Variable Categorical GillSpacing + +Variable stats +Group Size Value list +{CLOSE} 1 CLOSE +{CROWDED} 1 CROWDED * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{CROWDED} 0.931217 0.0687831 0.837822 1134 0.191296 +{CLOSE} 0.440551 0.559449 0.162178 4794 0.808704 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +CLOSE 4794 0.808704 +CROWDED 1134 0.191296 + +---------------------------------------------- +Rank R15 +Variable Categorical CapShape + +Variable stats +Group Size Value list +{CONVEX, FLAT} 2 CONVEX FLAT +{KNOBBED, CONICAL} 2 KNOBBED CONICAL * +{BELL, SUNKEN} 2 BELL SUNKEN + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{BELL, SUNKEN} 0.89881 0.10119 0.548736 336 0.0566802 +{KNOBBED, CONICAL} 0.268251 0.731749 0.448791 589 0.099359 +{CONVEX, FLAT} 0.541275 0.458725 0.0024731 5003 0.843961 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +CONVEX 2705 0.456309 +FLAT 2298 0.387652 +KNOBBED 587 0.0990216 +BELL 319 0.0538124 +SUNKEN 17 0.00286775 +CONICAL 2 0.000337382 + +---------------------------------------------- +Rank R16 +Variable Categorical CapColor + +Variable stats +Group Size Value list +{RED, YELLOW, BUFF, ...} 4 RED YELLOW BUFF PINK +{BROWN} 1 BROWN +{GRAY} 1 GRAY +{WHITE, CINNAMON} 2 WHITE CINNAMON +{PURPLE, GREEN} 2 PURPLE GREEN * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{RED, YELLOW, BUFF, ...} 0.380531 0.619469 0.520497 2034 0.343117 +{WHITE, CINNAMON} 0.706422 0.293578 0.252875 763 0.128711 +{GRAY} 0.628032 0.371968 0.1424 1484 0.250337 +{PURPLE, GREEN} 1 0 0.0773642 23 0.00387989 +{BROWN} 0.554187 0.445813 0.00686462 1624 0.273954 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +BROWN 1624 0.273954 +GRAY 1484 0.250337 +RED 1074 0.181174 +YELLOW 733 0.12365 +WHITE 731 0.123313 +BUFF 130 0.0219298 +PINK 97 0.016363 +CINNAMON 32 0.00539811 +PURPLE 13 0.00219298 +GREEN 10 0.00168691 + +---------------------------------------------- +Rank R17 +Variable Categorical RingNumber + +Variable stats +Group Size Value list +{ONE} 1 ONE +{TWO} 1 TWO +{NONE} 1 NONE * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{TWO} 0.86618 0.13382 0.772802 411 0.069332 +{NONE} 0 1 0.188642 33 0.0055668 +{ONE} 0.512764 0.487236 0.0385558 5484 0.925101 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +ONE 5484 0.925101 +TWO 411 0.069332 +NONE 33 0.0055668 + +---------------------------------------------- +Rank R18 +Variable Categorical CapSurface + +Variable stats +Group Size Value list +{SCALY, SMOOTH, GROOVES} 3 SCALY SMOOTH GROOVES * +{FIBROUS} 1 FIBROUS + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{FIBROUS} 0.6955 0.3045 0.718902 1711 0.28863 +{SCALY, SMOOTH, GROOVES} 0.469054 0.530946 0.281098 4217 0.71137 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +SCALY 2282 0.384953 +SMOOTH 1932 0.325911 +FIBROUS 1711 0.28863 +GROOVES 3 0.000506073 + +---------------------------------------------- +Rank R19 +Variable Categorical VeilColor + +Variable stats +Group Size Value list +{WHITE} 1 WHITE +{ORANGE, BROWN} 2 ORANGE BROWN +{YELLOW} 1 YELLOW * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{ORANGE, BROWN} 1 0 0.944583 142 0.0239541 +{YELLOW} 0 1 0.0405783 5 0.000843455 +{WHITE} 0.523439 0.476561 0.0148388 5781 0.975202 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +WHITE 5781 0.975202 +ORANGE 76 0.0128205 +BROWN 66 0.0111336 +YELLOW 5 0.000843455 + +---------------------------------------------- +Rank R20 +Variable Categorical GillAttachment + +Variable stats +Group Size Value list +{FREE} 1 FREE +{ATTACHED} 1 ATTACHED * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{ATTACHED} 0.904459 0.0955414 0.977475 157 0.0264845 +{FREE} 0.524346 0.475654 0.0225246 5771 0.973516 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +FREE 5771 0.973516 +ATTACHED 157 0.0264845 + +---------------------------------------------- +Rank R21 +Variable Categorical StalkShape + +Variable stats +Group Size Value list +{TAPERING} 1 TAPERING +{ENLARGING} 1 ENLARGING * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{ENLARGING} 0.466991 0.533009 0.581265 2469 0.416498 +{TAPERING} 0.582538 0.417462 0.418735 3459 0.583502 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +TAPERING 3459 0.583502 +ENLARGING 2469 0.416498 diff --git a/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/Var3All_AllReports.khj b/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/Var3All_AllReports.khj new file mode 100644 index 000000000..ba22d58be --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/Var3All_AllReports.khj @@ -0,0 +1,5357 @@ +{ + "tool": "Khiops", + "version": "10.1.5", + "shortDescription": "", + "preparationReport": { + "reportType": "Preparation", + "summary": { + "dictionary": "Mushroom", + "variables": { + "types": [ + "Categorical" + ], + "numbers": [ + 23 + ] + }, + "database": "..\/..\/..\/datasets\/Mushroom\/Mushroom.txt", + "samplePercentage": 70, + "samplingMode": "Include sample", + "selectionVariable": "", + "selectionValue": "", + "instances": 5928, + "learningTask": "Classification analysis", + "targetVariable": "Class", + "targetDescriptiveStats": { + "values": 2, + "mode": "EDIBLE", + "modeFrequency": 3168 + }, + "targetValues": { + "values": ["EDIBLE","POISONOUS"], + "frequencies": [3168,2760] + }, + "evaluatedVariables": 22, + "informativeVariables": 21, + "featureEngineering": { + "maxNumberOfConstructedVariables": 0, + "maxNumberOfTrees": 0, + "maxNumberOfVariablePairs": 50 + }, + "discretization": "MODL", + "valueGrouping": "MODL", + "nullModel": { + "constructionCost": 0.693147, + "preparationCost": 8.68761, + "dataCost": 4090.36 + } + }, + "variablesStatistics": [ + { + "rank": "R01", + "name": "Odor", + "type": "Categorical", + "level": 0.900798, + "parts": 3, + "values": 9, + "mode": "NONE", + "modeFrequency": 2686, + "constructionCost": 3.82864, + "preparationCost": 35.694, + "dataCost": 367.179 + }, + { + "rank": "R02", + "name": "SporePrintColor", + "type": "Categorical", + "level": 0.47984, + "parts": 4, + "values": 9, + "mode": "WHITE", + "modeFrequency": 1711, + "constructionCost": 3.82864, + "preparationCost": 43.8179, + "dataCost": 2084.87 + }, + { + "rank": "R03", + "name": "GillColor", + "type": "Categorical", + "level": 0.402066, + "parts": 6, + "values": 12, + "mode": "BUFF", + "modeFrequency": 1241, + "constructionCost": 3.82864, + "preparationCost": 63.2207, + "dataCost": 2384.32 + }, + { + "rank": "R04", + "name": "StalkSurfaceAboveRing", + "type": "Categorical", + "level": 0.285867, + "parts": 3, + "values": 4, + "mode": "SMOOTH", + "modeFrequency": 3753, + "constructionCost": 3.82864, + "preparationCost": 28.5617, + "dataCost": 2895.37 + }, + { + "rank": "R05", + "name": "RingType", + "type": "Categorical", + "level": 0.283664, + "parts": 4, + "values": 5, + "mode": "PENDANT", + "modeFrequency": 2787, + "constructionCost": 3.82864, + "preparationCost": 36.5603, + "dataCost": 2896.4 + }, + { + "rank": "R06", + "name": "StalkSurfaceBelowRing", + "type": "Categorical", + "level": 0.272744, + "parts": 3, + "values": 4, + "mode": "SMOOTH", + "modeFrequency": 3587, + "constructionCost": 3.82864, + "preparationCost": 28.6051, + "dataCost": 2949.13 + }, + { + "rank": "R07", + "name": "StalkColorAboveRing", + "type": "Categorical", + "level": 0.245938, + "parts": 5, + "values": 9, + "mode": "WHITE", + "modeFrequency": 3361, + "constructionCost": 3.82864, + "preparationCost": 50.6463, + "dataCost": 3036.98 + }, + { + "rank": "R08", + "name": "GillSize", + "type": "Categorical", + "level": 0.228924, + "parts": 2, + "values": 2, + "mode": "BROAD", + "modeFrequency": 4121, + "constructionCost": 3.82864, + "preparationCost": 17.2546, + "dataCost": 3140.12 + }, + { + "rank": "R09", + "name": "StalkColorBelowRing", + "type": "Categorical", + "level": 0.223656, + "parts": 5, + "values": 9, + "mode": "WHITE", + "modeFrequency": 3303, + "constructionCost": 3.82864, + "preparationCost": 50.8241, + "dataCost": 3128.16 + }, + { + "rank": "R10", + "name": "Population", + "type": "Categorical", + "level": 0.20956, + "parts": 5, + "values": 6, + "mode": "SEVERAL", + "modeFrequency": 2890, + "constructionCost": 3.82864, + "preparationCost": 45.3128, + "dataCost": 3191.45 + }, + { + "rank": "R11", + "name": "Bruise", + "type": "Categorical", + "level": 0.158096, + "parts": 2, + "values": 2, + "mode": "NO", + "modeFrequency": 3568, + "constructionCost": 3.82864, + "preparationCost": 17.3774, + "dataCost": 3430.38 + }, + { + "rank": "R12", + "name": "Habitat", + "type": "Categorical", + "level": 0.155388, + "parts": 6, + "values": 7, + "mode": "WOODS", + "modeFrequency": 2224, + "constructionCost": 3.82864, + "preparationCost": 52.3352, + "dataCost": 3406.52 + }, + { + "rank": "R13", + "name": "StalkRoot", + "type": "Categorical", + "level": 0.143978, + "parts": 5, + "values": 5, + "mode": "BULBOUS", + "modeFrequency": 2649, + "constructionCost": 3.82864, + "preparationCost": 42.5668, + "dataCost": 3463.07 + }, + { + "rank": "R14", + "name": "GillSpacing", + "type": "Categorical", + "level": 0.125243, + "parts": 2, + "values": 2, + "mode": "CLOSE", + "modeFrequency": 4794, + "constructionCost": 3.82864, + "preparationCost": 16.9402, + "dataCost": 3565.51 + }, + { + "rank": "R15", + "name": "CapShape", + "type": "Categorical", + "level": 0.0418307, + "parts": 3, + "values": 6, + "mode": "CONVEX", + "modeFrequency": 2705, + "constructionCost": 3.82864, + "preparationCost": 31.4583, + "dataCost": 3892.96 + }, + { + "rank": "R16", + "name": "CapColor", + "type": "Categorical", + "level": 0.0368621, + "parts": 5, + "values": 10, + "mode": "BROWN", + "modeFrequency": 1624, + "constructionCost": 3.82864, + "preparationCost": 51.3578, + "dataCost": 3893.43 + }, + { + "rank": "R17", + "name": "RingNumber", + "type": "Categorical", 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"Categorical", + "level": 0.00748534, + "parts": 2, + "values": 2, + "mode": "TAPERING", + "modeFrequency": 3459, + "constructionCost": 3.82864, + "preparationCost": 17.3915, + "dataCost": 4047.83 + }, + { + "rank": "R22", + "name": "VeilType", + "type": "Categorical", + "level": 0, + "parts": 1, + "values": 1, + "mode": "PARTIAL", + "modeFrequency": 5928, + "constructionCost": 0.693147, + "preparationCost": 8.68761, + "dataCost": 4090.36 + } + ], + "variablesDetailedStatistics": { + "R01": { + "dataGrid": { + "isSupervised": true, + "dimensions": [ + { + "variable": "Odor", + "type": "Categorical", + "partitionType": "Value groups", + "partition": [ + ["NONE"], + ["FOUL","SPICY","FISHY","PUNGENT","CREOSOTE","MUSTY"], + ["ALMOND","ANISE"] + ], + "defaultGroupIndex": 1 + }, + { + "variable": "Class", + "type": "Categorical", + "partitionType": "Values", + "partition": ["EDIBLE","POISONOUS"] + } + ], + "partTargetFrequencies": [ + [2603,83], + [0,2677], + [565,0] + ], + "partInterests": 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[2,1], + [3,1], + [4,1], + [5,1] + ], + "cellTargetFrequencies": [ + [1344,0], + [0,18], + [647,382], + [618,101], + [178,370], + [155,308], + [65,163], + [0,1241], + [50,70], + [83,70], + [11,0], + [17,37] + ], + "cellInterests": [0.395955,0.0064698,0.00878569,0.0811793,0.02299,0.0175883,0.0136635,0.446057,0.0015695,9.42355e-06,0.0032407,0.0024921] + } + }, + "R49": { + "dataGrid": { + "isSupervised": true, + "dimensions": [ + { + "variable": "GillColor", + "type": "Categorical", + "partitionType": "Value groups", + "partition": [ + ["PINK","BROWN","BLACK","RED"], + ["BUFF","CHOCOLATE","YELLOW","ORANGE"], + ["WHITE"], + ["GRAY","GREEN"], + ["PURPLE"] + ], + "defaultGroupIndex": 3 + }, + { + "variable": "SporePrintColor", + "type": "Categorical", + "partitionType": "Value groups", + "partition": [ + ["BROWN","BLACK","BUFF","ORANGE","YELLOW"], + ["WHITE","PURPLE"], + ["CHOCOLATE","GREEN"] + ], + "defaultGroupIndex": 0 + }, + { + "variable": "Target", + "type": "Categorical", + "partitionType": "Values", + "partition": ["EDIBLE","POISONOUS"] + } + ], + "cellIds": ["C1","C2","C3","C4","C5","C6","C7","C8","C9","C11","C12","C13","C14","C15"], + "cellPartIndexes": [ + [0,0], + [1,0], + [2,0], + [3,0], + [4,0], + [0,1], + [1,1], + [2,1], + [3,1], + [0,2], + [1,2], + [2,2], + [3,2], + [4,2] + ], + "cellTargetFrequencies": [ + [1527,195], + [278,0], + [469,44], + [107,37], + [307,36], + [155,0], + [0,1261], + [223,41], + [65,0], + [8,364], + [11,370], + [9,86], + [0,326], + [9,0] + ], + "cellInterests": [0.171167,0.0599202,0.0610174,0.00456585,0.0360124,0.0334087,0.3316,0.0196339,0.0140101,0.084156,0.0825261,0.0143145,0.085727,0.00193986] + } + }, + "R50": { + "dataGrid": { + "isSupervised": true, + "dimensions": [ + { + "variable": "GillColor", + "type": "Categorical", + "partitionType": "Value groups", + "partition": [ + ["BUFF","PINK","BROWN","CHOCOLATE","PURPLE","BLACK","RED","ORANGE"], + ["WHITE","GRAY","YELLOW"], + ["GREEN"] + ], + "defaultGroupIndex": 2 + }, + { + "variable": "Odor", + "type": "Categorical", + "partitionType": "Value groups", + "partition": [ + ["NONE"], + ["FOUL","SPICY","FISHY","PUNGENT","CREOSOTE","MUSTY"], + ["ALMOND","ANISE"] + ], + "defaultGroupIndex": 1 + }, + { + "variable": "Target", + "type": "Categorical", + "partitionType": "Values", + "partition": ["EDIBLE","POISONOUS"] + } + ], + "cellIds": ["C1","C2","C3","C4","C5","C7","C8"], + "cellPartIndexes": [ + [0,0], + [1,0], + [2,0], + [0,1], + [1,1], + [0,2], + [1,2] + ], + "cellTargetFrequencies": [ + [1934,0], + [669,65], + [0,18], + [0,2206], + [0,471], + [312,0], + [253,0] + ], + "cellInterests": [0.312701,0.0643237,0.00355073,0.435161,0.0929107,0.0504461,0.0409066] + } + } + } + }, + "khiops_encoding": "ascii" +} diff --git a/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/Var3All_Preparation2DReport.xls b/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/Var3All_Preparation2DReport.xls new file mode 100644 index 000000000..025d7ff77 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/Var3All_Preparation2DReport.xls @@ -0,0 +1,2515 @@ +#Khiops 10.1.5 +Descriptive statistics + + +Problem description +Short description + +Dictionary Mushroom +Variables + Categorical 23 + Total 23 + +Database ../../../datasets/Mushroom/Mushroom.txt +Sample percentage 70 +Sampling mode Include sample +Selection variable +Selection value +Instances 5928 + +Learning task Classification analysis + +Target variable Categorical Class + +Target variable stats +Value Frequency Coverage +EDIBLE 3168 0.534413 +POISONOUS 2760 0.465587 + +Evaluated variable pairs 50 +Informative variable pairs 24 + + +Variables pairs statistics + +Rank Name 1 Name 2 DeltaLevel Level Level 1 Level 2 Variables Parts 1 Parts 2 Cells Constr. cost Prep. cost Data cost +R01 CapColor StalkRoot 0.352146 0.532987 0.0368621 0.143978 2 6 5 21 11.0633 132.449 1771.12 +R02 CapColor RingType 0.265184 0.58571 0.0368621 0.283664 2 5 3 13 11.0633 99.6344 1587.78 +R03 Bruise CapColor 0.211493 0.406451 0.158096 0.0368621 2 2 6 11 11.0633 85.6909 2336.64 +R04 CapColor GillSize 0.163883 0.42967 0.0368621 0.228924 2 7 2 14 11.0633 95.2983 2231.84 +R05 CapColor SporePrintColor 0.160414 0.677116 0.0368621 0.47984 2 6 3 16 11.0633 115.331 1197.35 +R06 CapColor CapSurface 0.146092 0.211683 0.0368621 0.0287294 2 7 4 20 11.0633 129.303 3091.53 +R07 GillColor StalkShape 0.135646 0.545198 0.402066 0.00748534 2 6 2 12 11.0633 94.8412 1758.66 +R08 CapColor StalkShape 0.119269 0.163616 0.0368621 0.00748534 2 6 2 12 11.0633 88.6932 3329.2 +R09 CapColor StalkColorBelowRing 0.102462 0.362979 0.0368621 0.223656 2 6 5 19 11.0633 132.918 2467.64 +R10 CapColor Population 0.102457 0.34888 0.0368621 0.20956 2 5 5 21 11.0633 126.696 2531.66 +R11 CapColor GillColor 0.0844779 0.523406 0.0368621 0.402066 2 6 9 43 11.0633 233.463 1709.38 +R12 CapColor StalkSurfaceAboveRing 0.0840931 0.406822 0.0368621 0.285867 2 5 3 14 11.0633 98.1479 2322.66 +R13 GillColor StalkRoot 0.0830978 0.629143 0.402066 0.143978 2 5 4 17 11.0633 120.111 1389.24 +R14 CapColor StalkSurfaceBelowRing 0.0816494 0.391255 0.0368621 0.272744 2 6 4 19 11.0633 122.328 2362.3 +R15 CapColor Habitat 0.0790073 0.271257 0.0368621 0.155388 2 7 6 30 11.0633 165.282 2811.31 +R16 CapColor StalkColorAboveRing 0.0727801 0.355581 0.0368621 0.245938 2 5 5 18 11.0633 124.831 2506.06 +R17 CapColor CapShape 0.0411068 0.1198 0.0368621 0.0418307 2 6 4 21 11.0633 128.488 3469.04 +R18 Habitat VeilColor 0.0313182 0.205326 0.155388 0.0186198 2 6 2 7 11.0633 60.5465 3186.34 +R19 CapSurface GillColor 0.0264251 0.457221 0.0287294 0.402066 2 3 10 27 11.0633 165.437 2048.75 +R20 CapColor RingNumber 0.0165939 0.0823395 0.0368621 0.0288836 2 5 3 13 11.0633 79.6597 3671.44 +R21 Bruise VeilColor 0.0146024 0.191318 0.158096 0.0186198 2 2 2 3 11.0633 28.9682 3275.35 +R22 GillColor GillSpacing 0.00457008 0.53188 0.402066 0.125243 2 10 2 18 11.0633 118.931 1789.18 +R23 Population VeilColor 0.00354086 0.231721 0.20956 0.0186198 2 4 3 7 11.0633 54.9682 3083.71 +R24 CapColor GillAttachment 0.00295091 0.0507279 0.0368621 0.0109149 2 5 2 8 11.0633 60.0761 3820.63 +R25 CapColor VeilColor -0.000400769 0.0550811 0.0368621 0.0186198 2 5 2 7 11.0633 61.0485 3801.81 +R26 GillColor RingNumber -0.00175819 0.429192 0.402066 0.0288836 2 7 3 13 11.0633 95.2351 2233.87 +R27 GillAttachment GillColor -0.00608092 0.4069 0.0109149 0.402066 2 2 6 9 11.0633 74.5967 2345.89 +R28 StalkSurfaceAboveRing VeilColor -0.00913649 0.29535 0.285867 0.0186198 2 3 2 5 11.0633 39.8823 2837.94 +R29 StalkSurfaceBelowRing VeilColor -0.00916097 0.282203 0.272744 0.0186198 2 3 3 5 11.0633 41.1619 2890.56 +R30 GillSize VeilColor -0.0101119 0.237432 0.228924 0.0186198 2 2 2 4 11.0633 24.6645 3090.6 +R31 GillColor VeilColor -0.0110393 0.409647 0.402066 0.0186198 2 6 3 10 11.0633 77.9598 2331.27 +R32 CapShape GillColor -0.0114079 0.432489 0.0418307 0.402066 2 4 7 20 11.0633 139.084 2176.5 +R33 CapColor Odor -0.0128661 0.924794 0.0368621 0.900798 2 4 3 11 11.0633 88.3698 208.891 +R34 RingType VeilColor -0.0138503 0.288433 0.283664 0.0186198 2 4 2 6 11.0633 46.2903 2859.88 +R35 CapColor GillSpacing -0.0165024 0.145603 0.0368621 0.125243 2 5 2 9 11.0633 70.5769 3421.17 +R36 Odor VeilColor -0.0175325 0.901885 0.900798 0.0186198 2 3 2 4 11.0633 41.5056 349.675 +R37 SporePrintColor VeilColor -0.0196945 0.478765 0.47984 0.0186198 1 4 1 4 7.97229 44.0801 2084.87 +R38 StalkColorAboveRing VeilColor -0.0196945 0.244864 0.245938 0.0186198 1 5 1 5 7.97229 50.9085 3036.98 +R39 StalkColorBelowRing VeilColor -0.0196945 0.222581 0.223656 0.0186198 1 5 1 5 7.97229 51.0863 3128.16 +R40 GillColor StalkColorBelowRing -0.0227689 0.602953 0.402066 0.223656 2 5 5 17 11.0633 130.308 1486.42 +R41 GillColor RingType -0.0271761 0.658554 0.402066 0.283664 2 5 3 14 11.0633 103.762 1285.01 +R42 GillColor Habitat -0.0312589 0.526196 0.402066 0.155388 2 6 6 28 11.0633 166.146 1765.26 +R43 GillColor Population -0.0408284 0.570798 0.402066 0.20956 2 8 4 24 11.0633 151.132 1597.42 +R44 GillColor StalkColorAboveRing -0.0481246 0.59988 0.402066 0.245938 2 5 5 17 11.0633 128.369 1500.95 +R45 Bruise GillColor -0.0936894 0.466473 0.158096 0.402066 2 2 8 15 11.0633 110.714 2065.54 +R46 GillColor StalkSurfaceBelowRing -0.115085 0.559725 0.402066 0.272744 2 6 4 18 11.0633 121.302 1672.65 +R47 GillColor StalkSurfaceAboveRing -0.129002 0.558931 0.402066 0.285867 2 7 3 17 11.0633 119.873 1677.33 +R48 GillColor GillSize -0.129647 0.501344 0.402066 0.228924 2 6 2 12 11.0633 88.9095 1944.39 +R49 GillColor SporePrintColor -0.196156 0.68575 0.402066 0.47984 2 5 3 14 11.0633 109.644 1167.64 +R50 GillColor Odor -0.375657 0.927207 0.402066 0.900798 2 3 3 7 11.0633 70.7279 216.64 + + +-------------------------------------------------------------------------------- + +Variables pairs detailed statistics +(Pairs with two jointly informative variables) + + +Rank R01 +Variables + Type Name + Categorical CapColor + Categorical StalkRoot + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{BROWN, CINNAMON} 1656 0.279352 2 BROWN CINNAMON +{GRAY} 1484 0.250337 1 GRAY +{RED} 1074 0.181174 1 RED +{WHITE, PINK, PURPLE, ...} 851 0.143556 4 WHITE PINK PURPLE GREEN * +{YELLOW} 733 0.12365 1 YELLOW +{BUFF} 130 0.0219298 1 BUFF +StalkRoot +Group Frequency Coverage Size Value list +{BULBOUS} 2649 0.446862 1 BULBOUS +{?} 1765 0.29774 1 ? +{EQUAL} 979 0.165148 1 EQUAL +{CLUB} 408 0.0688259 1 CLUB +{ROOTED} 127 0.0214238 1 ROOTED * + +Cell frequencies + StalkRoot +CapColor {BULBOUS} {?} {EQUAL} {CLUB} {ROOTED} Total Coverage +{BROWN, CINNAMON} 474 789 301 27 65 1656 0.279352 +{GRAY} 963 100 421 0 0 1484 0.250337 +{RED} 401 667 0 6 0 1074 0.181174 +{WHITE, PINK, PURPLE, ...} 239 163 257 192 0 851 0.143556 +{YELLOW} 480 8 0 183 62 733 0.12365 +{BUFF} 92 38 0 0 0 130 0.0219298 +Total 2649 1765 979 408 127 5928 +Coverage 0.446862 0.29774 0.165148 0.0688259 0.0214238 + +Cells 21 +Cell Id CapColor StalkRoot EDIBLE POISONOUS Interest Frequency Coverage +C9 {RED} {?} 0.0449775 0.955022 0.166605 667 0.112517 +C1 {BROWN, CINNAMON} {BULBOUS} 1 0 0.129063 474 0.0799595 +C14 {GRAY} {EQUAL} 1 0 0.114632 421 0.0710189 +C3 {RED} {BULBOUS} 1 0 0.109186 401 0.0676451 +C5 {YELLOW} {BULBOUS} 0.0645833 0.935417 0.107663 480 0.0809717 +C7 {BROWN, CINNAMON} {?} 0.2218 0.7782 0.070184 789 0.133097 +C22 {WHITE, PINK, PURPLE, ...} {CLUB} 1 0 0.0522787 192 0.0323887 +C10 {WHITE, PINK, PURPLE, ...} {?} 1 0 0.0443825 163 0.0274966 +C23 {YELLOW} {CLUB} 0.972678 0.0273224 0.0401629 183 0.0308704 +C6 {BUFF} {BULBOUS} 0 1 0.0305621 92 0.0155196 +C4 {WHITE, PINK, PURPLE, ...} {BULBOUS} 0.179916 0.820084 0.0278739 239 0.0403171 +C8 {GRAY} {?} 1 0 0.0272285 100 0.0168691 +C25 {BROWN, CINNAMON} {ROOTED} 1 0 0.0176985 65 0.0109649 +C29 {YELLOW} {ROOTED} 1 0 0.0168817 62 0.0104588 +C12 {BUFF} {?} 1 0 0.0103468 38 0.00641026 +C2 {GRAY} {BULBOUS} 0.426791 0.573209 0.0097191 963 0.162449 +C19 {BROWN, CINNAMON} {CLUB} 0 1 0.00896931 27 0.00455466 +C13 {BROWN, CINNAMON} {EQUAL} 0.694352 0.305648 0.00695231 301 0.050776 +C16 {WHITE, PINK, PURPLE, ...} {EQUAL} 0.680934 0.319066 0.00495999 257 0.0433536 +C11 {YELLOW} {?} 0 1 0.00265757 8 0.00134953 +C21 {RED} {CLUB} 0 1 0.00199318 6 0.00101215 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R02 +Variables + Type Name + Categorical CapColor + Categorical RingType + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{RED, YELLOW} 1807 0.304825 2 RED YELLOW +{BROWN} 1624 0.273954 1 BROWN +{GRAY, CINNAMON, PURPLE, ...} 1539 0.259615 4 GRAY CINNAMON PURPLE GREEN * +{WHITE} 731 0.123313 1 WHITE +{BUFF, PINK} 227 0.0382928 2 BUFF PINK +RingType +Group Frequency Coverage Size Value list +{PENDANT} 2787 0.470142 1 PENDANT +{EVANESCENT, FLARING} 2220 0.374494 2 EVANESCENT FLARING +{LARGE, NONE} 921 0.155364 2 LARGE NONE * + +Cell frequencies + RingType +CapColor {PENDANT} {EVANESCENT, FLARING} {LARGE, NONE} Total Coverage +{RED, YELLOW} 672 680 455 1807 0.304825 +{BROWN} 749 857 18 1624 0.273954 +{GRAY, CINNAMON, PURPLE, ...} 663 428 448 1539 0.259615 +{WHITE} 542 189 0 731 0.123313 +{BUFF, PINK} 161 66 0 227 0.0382928 +Total 2787 2220 921 5928 +Coverage 0.470142 0.374494 0.155364 + +Cells 13 +Cell Id CapColor RingType EDIBLE POISONOUS Interest Frequency Coverage +C1 {RED, YELLOW} {PENDANT} 1 0 0.169132 672 0.11336 +C6 {RED, YELLOW} {EVANESCENT, FLARING} 0.0441176 0.955882 0.157753 680 0.11471 +C11 {RED, YELLOW} {LARGE, NONE} 0 1 0.139714 455 0.0767544 +C13 {GRAY, CINNAMON, PURPLE, ...} {LARGE, NONE} 0 1 0.137564 448 0.0755735 +C8 {GRAY, CINNAMON, PURPLE, ...} {EVANESCENT, FLARING} 1 0 0.107721 428 0.0721997 +C2 {BROWN} {PENDANT} 0.87717 0.12283 0.0815299 749 0.12635 +C3 {GRAY, CINNAMON, PURPLE, ...} {PENDANT} 0.829563 0.170437 0.0515325 663 0.111842 +C9 {WHITE} {EVANESCENT, FLARING} 1 0 0.0475683 189 0.0318826 +C7 {BROWN} {EVANESCENT, FLARING} 0.283547 0.716453 0.0444378 857 0.144568 +C5 {BUFF, PINK} {PENDANT} 0.0372671 0.962733 0.0388121 161 0.0271592 +C10 {BUFF, PINK} {EVANESCENT, FLARING} 1 0 0.0166111 66 0.0111336 +C12 {BROWN} {LARGE, NONE} 0 1 0.00552713 18 0.00303644 +C4 {WHITE} {PENDANT} 0.603321 0.396679 0.00209747 542 0.0914305 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R03 +Variables + Type Name + Categorical Bruise + Categorical CapColor + +Variables stats +Bruise +Group Frequency Coverage Size Value list +{NO} 3568 0.601889 1 NO +{BRUISES} 2360 0.398111 1 BRUISES * +CapColor +Group Frequency Coverage Size Value list +{RED, YELLOW} 1807 0.304825 2 RED YELLOW +{BROWN} 1624 0.273954 1 BROWN +{GRAY, CINNAMON} 1516 0.255735 2 GRAY CINNAMON +{WHITE, PURPLE, GREEN} 754 0.127193 3 WHITE PURPLE GREEN * +{BUFF} 130 0.0219298 1 BUFF +{PINK} 97 0.016363 1 PINK + +Cell frequencies + CapColor +Bruise {RED, YELLOW} {BROWN} {GRAY, CINNAMON} {WHITE, PURPLE, GREEN} {BUFF} {PINK} Total Coverage +{NO} 1105 1028 1036 352 0 47 3568 0.601889 +{BRUISES} 702 596 480 402 130 50 2360 0.398111 +Total 1807 1624 1516 754 130 97 5928 +Coverage 0.304825 0.273954 0.255735 0.127193 0.0219298 0.016363 + +Cells 11 +Cell Id Bruise CapColor EDIBLE POISONOUS Interest Frequency Coverage +C1 {NO} {RED, YELLOW} 0 1 0.487078 1105 0.186404 +C2 {BRUISES} {RED, YELLOW} 1 0 0.253631 702 0.118421 +C4 {BRUISES} {BROWN} 0.845638 0.154362 0.0748033 596 0.10054 +C6 {BRUISES} {GRAY, CINNAMON} 0.866667 0.133333 0.0698285 480 0.0809717 +C7 {NO} {WHITE, PURPLE, GREEN} 0.880682 0.119318 0.0563179 352 0.0593792 +C3 {NO} {BROWN} 0.385214 0.614786 0.0265483 1028 0.173414 +C11 {NO} {PINK} 0 1 0.0207173 47 0.00792848 +C10 {BRUISES} {BUFF} 0.292308 0.707692 0.00899146 130 0.0219298 +C12 {BRUISES} {PINK} 0.68 0.32 0.0012638 50 0.00843455 +C8 {BRUISES} {WHITE, PURPLE, GREEN} 0.569652 0.430348 0.000580797 402 0.0678138 +C5 {NO} {GRAY, CINNAMON} 0.52027 0.47973 0.000239824 1036 0.174764 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R04 +Variables + Type Name + Categorical CapColor + Categorical GillSize + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{BROWN} 1624 0.273954 1 BROWN +{GRAY} 1484 0.250337 1 GRAY +{RED} 1074 0.181174 1 RED +{YELLOW, BUFF} 863 0.14558 2 YELLOW BUFF +{WHITE} 731 0.123313 1 WHITE +{PINK} 97 0.016363 1 PINK +{CINNAMON, PURPLE, GREEN} 55 0.009278 3 CINNAMON PURPLE GREEN * +GillSize +Group Frequency Coverage Size Value list +{BROAD} 4121 0.695175 1 BROAD +{NARROW} 1807 0.304825 1 NARROW * + +Cell frequencies + GillSize +CapColor {BROAD} {NARROW} Total Coverage +{BROWN} 849 775 1624 0.273954 +{GRAY} 1401 83 1484 0.250337 +{RED} 437 637 1074 0.181174 +{YELLOW, BUFF} 819 44 863 0.14558 +{WHITE} 551 180 731 0.123313 +{PINK} 50 47 97 0.016363 +{CINNAMON, PURPLE, GREEN} 14 41 55 0.009278 +Total 4121 1807 5928 +Coverage 0.695175 0.304825 + +Cells 14 +Cell Id CapColor GillSize EDIBLE POISONOUS Interest Frequency Coverage +C10 {RED} {NARROW} 0 1 0.265416 637 0.107456 +C1 {BROWN} {BROAD} 0.978799 0.0212014 0.243789 849 0.143219 +C8 {BROWN} {NARROW} 0.0890323 0.910968 0.190883 775 0.130735 +C3 {RED} {BROAD} 0.98627 0.01373 0.132424 437 0.0737179 +C5 {WHITE} {BROAD} 0.84392 0.15608 0.0645671 551 0.0929487 +C4 {YELLOW, BUFF} {BROAD} 0.339438 0.660562 0.0343705 819 0.138158 +C13 {PINK} {NARROW} 0 1 0.0195833 47 0.00792848 +C2 {GRAY} {BROAD} 0.640971 0.359029 0.0177373 1401 0.236336 +C14 {CINNAMON, PURPLE, GREEN} {NARROW} 1 0 0.0140023 41 0.00691633 +C12 {WHITE} {NARROW} 0.283333 0.716667 0.0126873 180 0.0303644 +C11 {YELLOW, BUFF} {NARROW} 0.704545 0.295455 0.00144749 44 0.0074224 +C9 {GRAY} {NARROW} 0.409639 0.590361 0.00141384 83 0.0140013 +C6 {PINK} {BROAD} 0.68 0.32 0.00119462 50 0.00843455 +C7 {CINNAMON, PURPLE, GREEN} {BROAD} 0.357143 0.642857 0.000484246 14 0.00236167 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R05 +Variables + Type Name + Categorical CapColor + Categorical SporePrintColor + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{RED, YELLOW} 1807 0.304825 2 RED YELLOW +{BROWN, PURPLE, GREEN} 1647 0.277834 3 BROWN PURPLE GREEN * +{GRAY, BUFF} 1614 0.272267 2 GRAY BUFF +{WHITE} 731 0.123313 1 WHITE +{PINK} 97 0.016363 1 PINK +{CINNAMON} 32 0.00539811 1 CINNAMON +SporePrintColor +Group Frequency Coverage Size Value list +{BROWN, BLACK, PURPLE} 2928 0.493927 3 BROWN BLACK PURPLE +{WHITE} 1711 0.28863 1 WHITE +{CHOCOLATE, GREEN, BUFF, ...} 1289 0.217443 5 CHOCOLATE GREEN BUFF ORANGE YELLOW * + +Cell frequencies + SporePrintColor +CapColor {BROWN, BLACK, PURPLE} {WHITE} {CHOCOLATE, GREEN, BUFF, ...} Total Coverage +{RED, YELLOW} 672 686 449 1807 0.304825 +{BROWN, PURPLE, GREEN} 805 713 129 1647 0.277834 +{GRAY, BUFF} 876 143 595 1614 0.272267 +{WHITE} 528 103 100 731 0.123313 +{PINK} 47 34 16 97 0.016363 +{CINNAMON} 0 32 0 32 0.00539811 +Total 2928 1711 1289 5928 +Coverage 0.493927 0.28863 0.217443 + +Cells 16 +Cell Id CapColor SporePrintColor EDIBLE POISONOUS Interest Frequency Coverage +C15 {GRAY, BUFF} {CHOCOLATE, GREEN, BUFF, ...} 0 1 0.158098 595 0.100371 +C1 {RED, YELLOW} {BROWN, BLACK, PURPLE} 1 0 0.146355 672 0.11336 +C7 {RED, YELLOW} {WHITE} 0.0437318 0.956268 0.13801 686 0.115722 +C3 {GRAY, BUFF} {BROWN, BLACK, PURPLE} 0.944064 0.0559361 0.127475 876 0.147773 +C13 {RED, YELLOW} {CHOCOLATE, GREEN, BUFF, ...} 0 1 0.119304 449 0.0757422 +C8 {BROWN, PURPLE, GREEN} {WHITE} 0.113604 0.886396 0.0978436 713 0.120277 +C2 {BROWN, PURPLE, GREEN} {BROWN, BLACK, PURPLE} 0.885714 0.114286 0.0802924 805 0.135796 +C9 {GRAY, BUFF} {WHITE} 1 0 0.031144 143 0.0241228 +C14 {BROWN, PURPLE, GREEN} {CHOCOLATE, GREEN, BUFF, ...} 1 0 0.0280949 129 0.0217611 +C4 {WHITE} {BROWN, BLACK, PURPLE} 0.765152 0.234848 0.0209026 528 0.0890688 +C10 {WHITE} {WHITE} 0.951456 0.0485437 0.0157193 103 0.0173752 +C5 {PINK} {BROWN, BLACK, PURPLE} 0 1 0.0124884 47 0.00792848 +C16 {WHITE} {CHOCOLATE, GREEN, BUFF, ...} 0.14 0.86 0.0118244 100 0.0168691 +C11 {PINK} {WHITE} 1 0 0.00740486 34 0.00573549 +C17 {PINK} {CHOCOLATE, GREEN, BUFF, ...} 0 1 0.00425138 16 0.00269906 +C12 {CINNAMON} {WHITE} 0.71875 0.28125 0.000792289 32 0.00539811 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R06 +Variables + Type Name + Categorical CapColor + Categorical CapSurface + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{BROWN, CINNAMON} 1656 0.279352 2 BROWN CINNAMON +{GRAY} 1484 0.250337 1 GRAY +{RED} 1074 0.181174 1 RED +{YELLOW} 733 0.12365 1 YELLOW +{WHITE} 731 0.123313 1 WHITE +{BUFF, PINK} 227 0.0382928 2 BUFF PINK +{PURPLE, GREEN} 23 0.00387989 2 PURPLE GREEN * +CapSurface +Group Frequency Coverage Size Value list +{SCALY} 2282 0.384953 1 SCALY +{SMOOTH} 1932 0.325911 1 SMOOTH +{FIBROUS} 1711 0.28863 1 FIBROUS +{GROOVES} 3 0.000506073 1 GROOVES * + +Cell frequencies + CapSurface +CapColor {SCALY} {SMOOTH} {FIBROUS} {GROOVES} Total Coverage +{BROWN, CINNAMON} 701 601 354 0 1656 0.279352 +{GRAY} 426 341 717 0 1484 0.250337 +{RED} 539 338 197 0 1074 0.181174 +{YELLOW} 380 111 242 0 733 0.12365 +{WHITE} 159 389 180 3 731 0.123313 +{BUFF, PINK} 54 152 21 0 227 0.0382928 +{PURPLE, GREEN} 23 0 0 0 23 0.00387989 +Total 2282 1932 1711 3 5928 +Coverage 0.384953 0.325911 0.28863 0.000506073 + +Cells 20 +Cell Id CapColor CapSurface EDIBLE POISONOUS Interest Frequency Coverage +C10 {RED} {SMOOTH} 0.0414201 0.95858 0.206193 338 0.0570175 +C15 {BROWN, CINNAMON} {FIBROUS} 0.985876 0.0141243 0.204177 354 0.0597166 +C18 {YELLOW} {FIBROUS} 0.0495868 0.950413 0.141085 242 0.0408232 +C17 {RED} {FIBROUS} 1 0 0.128432 197 0.0332321 +C11 {YELLOW} {SMOOTH} 1 0 0.0723653 111 0.0187247 +C19 {WHITE} {FIBROUS} 0.872222 0.127778 0.04908 180 0.0303644 +C9 {GRAY} {SMOOTH} 0.733138 0.266862 0.0295425 341 0.0575236 +C13 {BUFF, PINK} {SMOOTH} 0.236842 0.763158 0.0291614 152 0.025641 +C16 {GRAY} {FIBROUS} 0.662483 0.337517 0.025174 717 0.120951 +C3 {RED} {SCALY} 0.408163 0.591837 0.0179458 539 0.0909244 +C4 {YELLOW} {SCALY} 0.389474 0.610526 0.0167036 380 0.0641026 +C20 {BUFF, PINK} {FIBROUS} 0 1 0.0167032 21 0.00354251 +C8 {BROWN, CINNAMON} {SMOOTH} 0.424293 0.575707 0.0152073 601 0.101383 +C7 {PURPLE, GREEN} {SCALY} 1 0 0.0149946 23 0.00387989 +C12 {WHITE} {SMOOTH} 0.642674 0.357326 0.00970831 389 0.0656208 +C1 {BROWN, CINNAMON} {SCALY} 0.455064 0.544936 0.00919972 701 0.118252 +C5 {WHITE} {SCALY} 0.685535 0.314465 0.00782744 159 0.0268219 +C26 {WHITE} {GROOVES} 0 1 0.00238617 3 0.000506073 +C2 {GRAY} {SCALY} 0.485915 0.514085 0.00208887 426 0.0718623 +C6 {BUFF, PINK} {SCALY} 0.666667 0.333333 0.00202428 54 0.00910931 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R07 +Variables + Type Name + Categorical GillColor + Categorical StalkShape + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{PINK, GRAY} 1597 0.269399 2 PINK GRAY +{BUFF, RED, ORANGE} 1357 0.228914 3 BUFF RED ORANGE +{BROWN, BLACK, YELLOW} 1173 0.197874 3 BROWN BLACK YELLOW +{WHITE} 872 0.147099 1 WHITE +{CHOCOLATE, GREEN} 577 0.0973347 2 CHOCOLATE GREEN * +{PURPLE} 352 0.0593792 1 PURPLE +StalkShape +Group Frequency Coverage Size Value list +{TAPERING} 3459 0.583502 1 TAPERING +{ENLARGING} 2469 0.416498 1 ENLARGING * + +Cell frequencies + StalkShape +GillColor {TAPERING} {ENLARGING} Total Coverage +{PINK, GRAY} 579 1018 1597 0.269399 +{BUFF, RED, ORANGE} 1241 116 1357 0.228914 +{BROWN, BLACK, YELLOW} 683 490 1173 0.197874 +{WHITE} 403 469 872 0.147099 +{CHOCOLATE, GREEN} 246 331 577 0.0973347 +{PURPLE} 307 45 352 0.0593792 +Total 3459 2469 5928 +Coverage 0.583502 0.416498 + +Cells 12 +Cell Id GillColor StalkShape EDIBLE POISONOUS Interest Frequency Coverage +C2 {BUFF, RED, ORANGE} {TAPERING} 0 1 0.410066 1241 0.209345 +C3 {BROWN, BLACK, YELLOW} {TAPERING} 1 0 0.184983 683 0.115216 +C11 {CHOCOLATE, GREEN} {ENLARGING} 0.0332326 0.966767 0.0878566 331 0.0558367 +C6 {PURPLE} {TAPERING} 1 0 0.0831474 307 0.0517881 +C1 {PINK, GRAY} {TAPERING} 0.880829 0.119171 0.0695115 579 0.0976721 +C7 {PINK, GRAY} {ENLARGING} 0.304519 0.695481 0.0474469 1018 0.171727 +C4 {WHITE} {TAPERING} 0.836228 0.163772 0.0354127 403 0.0679825 +C8 {BUFF, RED, ORANGE} {ENLARGING} 1 0 0.0314173 116 0.0195682 +C10 {WHITE} {ENLARGING} 0.776119 0.223881 0.0254776 469 0.0791161 +C9 {BROWN, BLACK, YELLOW} {ENLARGING} 0.7 0.3 0.0120902 490 0.0826586 +C5 {CHOCOLATE, GREEN} {TAPERING} 0.723577 0.276423 0.00799127 246 0.041498 +C12 {PURPLE} {ENLARGING} 0.2 0.8 0.00459977 45 0.00759109 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R08 +Variables + Type Name + Categorical CapColor + Categorical StalkShape + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{BROWN, CINNAMON} 1656 0.279352 2 BROWN CINNAMON +{GRAY} 1484 0.250337 1 GRAY +{RED, PURPLE, GREEN} 1097 0.185054 3 RED PURPLE GREEN * +{YELLOW, PINK} 830 0.140013 2 YELLOW PINK +{WHITE} 731 0.123313 1 WHITE +{BUFF} 130 0.0219298 1 BUFF +StalkShape +Group Frequency Coverage Size Value list +{TAPERING} 3459 0.583502 1 TAPERING +{ENLARGING} 2469 0.416498 1 ENLARGING * + +Cell frequencies + StalkShape +CapColor {TAPERING} {ENLARGING} Total Coverage +{BROWN, CINNAMON} 1182 474 1656 0.279352 +{GRAY} 857 627 1484 0.250337 +{RED, PURPLE, GREEN} 1038 59 1097 0.185054 +{YELLOW, PINK} 31 799 830 0.140013 +{WHITE} 280 451 731 0.123313 +{BUFF} 71 59 130 0.0219298 +Total 3459 2469 5928 +Coverage 0.583502 0.416498 + +Cells 12 +Cell Id CapColor StalkShape EDIBLE POISONOUS Interest Frequency Coverage +C2 {GRAY} {TAPERING} 0.925321 0.0746791 0.432787 857 0.144568 +C8 {GRAY} {ENLARGING} 0.221691 0.778309 0.174692 627 0.105769 +C10 {YELLOW, PINK} {ENLARGING} 0.342929 0.657071 0.0806525 799 0.134784 +C6 {BUFF} {TAPERING} 0 1 0.07382 71 0.0119771 +C3 {RED, PURPLE, GREEN} {TAPERING} 0.38632 0.61368 0.0622882 1038 0.175101 +C7 {BROWN, CINNAMON} {ENLARGING} 0.727848 0.272152 0.0507492 474 0.0799595 +C5 {WHITE} {TAPERING} 0.757143 0.242857 0.0402597 280 0.0472335 +C4 {YELLOW, PINK} {TAPERING} 1 0 0.0264184 31 0.00522942 +C9 {RED, PURPLE, GREEN} {ENLARGING} 0.898305 0.101695 0.0250215 59 0.00995277 +C11 {WHITE} {ENLARGING} 0.674058 0.325942 0.024693 451 0.0760796 +C1 {BROWN, CINNAMON} {TAPERING} 0.489002 0.510998 0.0066433 1182 0.199393 +C12 {BUFF} {ENLARGING} 0.644068 0.355932 0.00197537 59 0.00995277 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R09 +Variables + Type Name + Categorical CapColor + Categorical StalkColorBelowRing + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{BROWN, CINNAMON} 1656 0.279352 2 BROWN CINNAMON +{GRAY} 1484 0.250337 1 GRAY +{RED, PINK} 1171 0.197537 2 RED PINK +{YELLOW, PURPLE, GREEN} 756 0.12753 3 YELLOW PURPLE GREEN * +{WHITE} 731 0.123313 1 WHITE +{BUFF} 130 0.0219298 1 BUFF +StalkColorBelowRing +Group Frequency Coverage Size Value list +{WHITE} 3303 0.557186 1 WHITE +{PINK, YELLOW} 1328 0.224022 2 PINK YELLOW * +{BROWN, BUFF} 664 0.112011 2 BROWN BUFF +{GRAY, ORANGE, RED} 600 0.101215 3 GRAY ORANGE RED +{CINNAMON} 33 0.0055668 1 CINNAMON + +Cell frequencies + StalkColorBelowRing +CapColor {WHITE} {PINK, YELLOW} {BROWN, BUFF} {GRAY, ORANGE, RED} {CINNAMON} Total Coverage +{BROWN, CINNAMON} 833 436 67 293 27 1656 0.279352 +{GRAY} 777 285 290 132 0 1484 0.250337 +{RED, PINK} 559 452 0 154 6 1171 0.197537 +{YELLOW, PURPLE, GREEN} 294 155 307 0 0 756 0.12753 +{WHITE} 731 0 0 0 0 731 0.123313 +{BUFF} 109 0 0 21 0 130 0.0219298 +Total 3303 1328 664 600 33 5928 +Coverage 0.557186 0.224022 0.112011 0.101215 0.0055668 + +Cells 19 +Cell Id CapColor StalkColorBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C16 {YELLOW, PURPLE, GREEN} {BROWN, BUFF} 0 1 0.146638 307 0.0517881 +C14 {GRAY} {BROWN, BUFF} 0 1 0.138518 290 0.0489204 +C4 {YELLOW, PURPLE, GREEN} {WHITE} 1 0 0.115102 294 0.0495951 +C19 {BROWN, CINNAMON} {GRAY, ORANGE, RED} 1 0 0.114711 293 0.0494265 +C2 {GRAY} {WHITE} 0.854569 0.145431 0.112601 777 0.131073 +C10 {YELLOW, PURPLE, GREEN} {PINK, YELLOW} 0 1 0.0740354 155 0.0261471 +C21 {RED, PINK} {GRAY, ORANGE, RED} 1 0 0.0602916 154 0.0259784 +C20 {GRAY} {GRAY, ORANGE, RED} 1 0 0.0516785 132 0.0222672 +C9 {RED, PINK} {PINK, YELLOW} 0.287611 0.712389 0.0352473 452 0.0762483 +C3 {RED, PINK} {WHITE} 0.323792 0.676208 0.0314766 559 0.0942982 +C7 {BROWN, CINNAMON} {PINK, YELLOW} 0.309633 0.690367 0.0280486 436 0.0735493 +C5 {WHITE} {WHITE} 0.705882 0.294118 0.0280161 731 0.123313 +C6 {BUFF} {WHITE} 0.155963 0.844037 0.0211153 109 0.0183873 +C13 {BROWN, CINNAMON} {BROWN, BUFF} 0.940299 0.0597015 0.0171082 67 0.0113023 +C25 {BROWN, CINNAMON} {CINNAMON} 0 1 0.0128965 27 0.00455466 +C24 {BUFF} {GRAY, ORANGE, RED} 1 0 0.00822158 21 0.00354251 +C27 {RED, PINK} {CINNAMON} 0 1 0.00286589 6 0.00101215 +C8 {GRAY} {PINK, YELLOW} 0.477193 0.522807 0.00116802 285 0.0480769 +C1 {BROWN, CINNAMON} {WHITE} 0.518607 0.481393 0.000260945 833 0.14052 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R10 +Variables + Type Name + Categorical CapColor + Categorical Population + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{BROWN, RED, WHITE} 3429 0.578441 3 BROWN RED WHITE +{GRAY} 1484 0.250337 1 GRAY +{YELLOW} 733 0.12365 1 YELLOW +{BUFF, PINK} 227 0.0382928 2 BUFF PINK +{CINNAMON, PURPLE, GREEN} 55 0.009278 3 CINNAMON PURPLE GREEN * +Population +Group Frequency Coverage Size Value list +{SEVERAL} 2890 0.487517 1 SEVERAL +{SOLITARY} 1178 0.198718 1 SOLITARY +{SCATTERED} 966 0.162955 1 SCATTERED +{ABUNDANT, NUMEROUS} 650 0.109649 2 ABUNDANT NUMEROUS +{CLUSTERED} 244 0.0411606 1 CLUSTERED * + +Cell frequencies + Population +CapColor {SEVERAL} {SOLITARY} {SCATTERED} {ABUNDANT, NUMEROUS} {CLUSTERED} Total Coverage +{BROWN, RED, WHITE} 1983 470 492 320 164 3429 0.578441 +{GRAY} 512 436 296 240 0 1484 0.250337 +{YELLOW} 263 257 118 90 5 733 0.12365 +{BUFF, PINK} 99 2 60 0 66 227 0.0382928 +{CINNAMON, PURPLE, GREEN} 33 13 0 0 9 55 0.009278 +Total 2890 1178 966 650 244 5928 +Coverage 0.487517 0.198718 0.162955 0.109649 0.0411606 + +Cells 21 +Cell Id CapColor Population EDIBLE POISONOUS Interest Frequency Coverage +C6 {BROWN, RED, WHITE} {SOLITARY} 1 0 0.191548 470 0.0792848 +C1 {BROWN, RED, WHITE} {SEVERAL} 0.288452 0.711548 0.159842 1983 0.334514 +C16 {BROWN, RED, WHITE} {ABUNDANT, NUMEROUS} 1 0 0.130416 320 0.0539811 +C17 {GRAY} {ABUNDANT, NUMEROUS} 1 0 0.0978119 240 0.0404858 +C3 {YELLOW} {SEVERAL} 0.117871 0.882129 0.0659522 263 0.0443657 +C8 {YELLOW} {SOLITARY} 0.124514 0.875486 0.0620944 257 0.0433536 +C13 {YELLOW} {SCATTERED} 1 0 0.0480908 118 0.0199055 +C12 {GRAY} {SCATTERED} 0.834459 0.165541 0.0386334 296 0.0499325 +C4 {BUFF, PINK} {SEVERAL} 0.040404 0.959596 0.0379696 99 0.0167004 +C18 {YELLOW} {ABUNDANT, NUMEROUS} 1 0 0.0366794 90 0.0151822 +C14 {BUFF, PINK} {SCATTERED} 0 1 0.0298334 60 0.0101215 +C24 {BUFF, PINK} {CLUSTERED} 1 0 0.0268983 66 0.0111336 +C11 {BROWN, RED, WHITE} {SCATTERED} 0.711382 0.288618 0.0209506 492 0.082996 +C21 {BROWN, RED, WHITE} {CLUSTERED} 0.823171 0.176829 0.0196715 164 0.0276653 +C5 {CINNAMON, PURPLE, GREEN} {SEVERAL} 1 0 0.0134491 33 0.0055668 +C2 {GRAY} {SEVERAL} 0.433594 0.566406 0.00678535 512 0.0863698 +C10 {CINNAMON, PURPLE, GREEN} {SOLITARY} 1 0 0.00529814 13 0.00219298 +C25 {CINNAMON, PURPLE, GREEN} {CLUSTERED} 0 1 0.00447501 9 0.00151822 +C23 {YELLOW} {CLUSTERED} 0 1 0.00248612 5 0.000843455 +C9 {BUFF, PINK} {SOLITARY} 1 0 0.000815099 2 0.000337382 +C7 {GRAY} {SOLITARY} 0.511468 0.488532 0.000299497 436 0.0735493 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R11 +Variables + Type Name + Categorical CapColor + Categorical GillColor + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{BROWN, PURPLE, GREEN} 1647 0.277834 3 BROWN PURPLE GREEN * +{GRAY, CINNAMON} 1516 0.255735 2 GRAY CINNAMON +{RED} 1074 0.181174 1 RED +{YELLOW} 733 0.12365 1 YELLOW +{WHITE} 731 0.123313 1 WHITE +{BUFF, PINK} 227 0.0382928 2 BUFF PINK +GillColor +Group Frequency Coverage Size Value list +{BUFF} 1241 0.209345 1 BUFF +{PINK} 1080 0.182186 1 PINK +{WHITE} 872 0.147099 1 WHITE +{BROWN} 758 0.127868 1 BROWN +{GRAY, YELLOW} 586 0.0988529 2 GRAY YELLOW +{CHOCOLATE} 559 0.0942982 1 CHOCOLATE +{PURPLE, ORANGE, GREEN} 421 0.0710189 3 PURPLE ORANGE GREEN * +{BLACK} 346 0.0583671 1 BLACK +{RED} 65 0.0109649 1 RED + +Cell frequencies + GillColor +CapColor {BUFF} {PINK} {WHITE} {BROWN} {GRAY, YELLOW} {CHOCOLATE} {PURPLE, ORANGE, GREEN} {BLACK} {RED} Total Coverage +{BROWN, PURPLE, GREEN} 604 198 240 234 68 46 160 81 16 1647 0.277834 +{GRAY, CINNAMON} 0 409 197 210 203 276 121 100 0 1516 0.255735 +{RED} 637 99 121 103 3 0 95 0 16 1074 0.181174 +{YELLOW} 0 185 90 61 192 151 0 54 0 733 0.12365 +{WHITE} 0 155 148 137 98 61 21 111 0 731 0.123313 +{BUFF, PINK} 0 34 76 13 22 25 24 0 33 227 0.0382928 +Total 1241 1080 872 758 586 559 421 346 65 5928 +Coverage 0.209345 0.182186 0.147099 0.127868 0.0988529 0.0942982 0.0710189 0.0583671 0.0109649 + +Cells 43 +Cell Id CapColor GillColor EDIBLE POISONOUS Interest Frequency Coverage +C3 {RED} {BUFF} 0 1 0.20894 637 0.107456 +C1 {BROWN, PURPLE, GREEN} {BUFF} 0 1 0.198115 604 0.101889 +C34 {YELLOW} {CHOCOLATE} 0 1 0.0495289 151 0.0254723 +C37 {BROWN, PURPLE, GREEN} {PURPLE, ORANGE, GREEN} 1 0 0.043016 160 0.0269906 +C20 {GRAY, CINNAMON} {BROWN} 0.942857 0.0571429 0.0374325 210 0.0354251 +C19 {BROWN, PURPLE, GREEN} {BROWN} 0.893162 0.106838 0.0302678 234 0.0394737 +C7 {BROWN, PURPLE, GREEN} {PINK} 0.909091 0.0909091 0.0284164 198 0.0334008 +C21 {RED} {BROWN} 1 0 0.0276915 103 0.0173752 +C44 {GRAY, CINNAMON} {BLACK} 1 0 0.026885 100 0.0168691 +C15 {RED} {WHITE} 0.975207 0.0247934 0.0266781 121 0.0204116 +C9 {RED} {PINK} 1 0 0.0266161 99 0.0167004 +C39 {RED} {PURPLE, ORANGE, GREEN} 1 0 0.0255407 95 0.0160256 +C14 {GRAY, CINNAMON} {WHITE} 0.878173 0.121827 0.0230617 197 0.0332321 +C26 {GRAY, CINNAMON} {GRAY, YELLOW} 0.197044 0.802956 0.0209925 203 0.0342443 +C10 {YELLOW} {PINK} 0.183784 0.816216 0.0207999 185 0.0312078 +C13 {BROWN, PURPLE, GREEN} {WHITE} 0.820833 0.179167 0.0186554 240 0.0404858 +C28 {YELLOW} {GRAY, YELLOW} 0.223958 0.776042 0.0166169 192 0.0323887 +C22 {YELLOW} {BROWN} 1 0 0.0163998 61 0.0102901 +C38 {GRAY, CINNAMON} {PURPLE, ORANGE, GREEN} 0.892562 0.107438 0.0155895 121 0.0204116 +C46 {YELLOW} {BLACK} 1 0 0.0145179 54 0.00910931 +C31 {BROWN, PURPLE, GREEN} {CHOCOLATE} 1 0 0.0123671 46 0.00775978 +C12 {BUFF, PINK} {PINK} 0 1 0.0111522 34 0.00573549 +C16 {YELLOW} {WHITE} 0.877778 0.122222 0.0105078 90 0.0151822 +C54 {BUFF, PINK} {RED} 1 0 0.00887205 33 0.0055668 +C36 {BUFF, PINK} {CHOCOLATE} 0 1 0.00820014 25 0.00421727 +C47 {WHITE} {BLACK} 0.810811 0.189189 0.00798344 111 0.0187247 +C42 {BUFF, PINK} {PURPLE, ORANGE, GREEN} 0 1 0.00787214 24 0.00404858 +C29 {WHITE} {GRAY, YELLOW} 0.816327 0.183673 0.00735819 98 0.0165317 +C30 {BUFF, PINK} {GRAY, YELLOW} 0 1 0.00721613 22 0.0037112 +C23 {WHITE} {BROWN} 0.766423 0.233577 0.00677338 137 0.0231107 +C25 {BROWN, PURPLE, GREEN} {GRAY, YELLOW} 0.852941 0.147059 0.0066899 68 0.011471 +C32 {GRAY, CINNAMON} {CHOCOLATE} 0.373188 0.626812 0.00620231 276 0.0465587 +C49 {BROWN, PURPLE, GREEN} {RED} 1 0 0.0043016 16 0.00269906 +C51 {RED} {RED} 1 0 0.0043016 16 0.00269906 +C24 {BUFF, PINK} {BROWN} 0 1 0.00426408 13 0.00219298 +C41 {WHITE} {PURPLE, ORANGE, GREEN} 0.190476 0.809524 0.00226418 21 0.00354251 +C11 {WHITE} {PINK} 0.658065 0.341935 0.00208949 155 0.0261471 +C43 {BROWN, PURPLE, GREEN} {BLACK} 0.703704 0.296296 0.00207636 81 0.013664 +C17 {WHITE} {WHITE} 0.641892 0.358108 0.001501 148 0.0249663 +C27 {RED} {GRAY, YELLOW} 0 1 0.000984017 3 0.000506073 +C35 {WHITE} {CHOCOLATE} 0.655738 0.344262 0.000791155 61 0.0102901 +C8 {GRAY, CINNAMON} {PINK} 0.569682 0.430318 0.000440472 409 0.0689946 +C18 {BUFF, PINK} {WHITE} 0.513158 0.486842 2.95557e-05 76 0.0128205 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R12 +Variables + Type Name + Categorical CapColor + Categorical StalkSurfaceAboveRing + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{BROWN, RED} 2698 0.455128 2 BROWN RED +{GRAY, CINNAMON} 1516 0.255735 2 GRAY CINNAMON +{YELLOW, PURPLE, GREEN} 756 0.12753 3 YELLOW PURPLE GREEN * +{WHITE} 731 0.123313 1 WHITE +{BUFF, PINK} 227 0.0382928 2 BUFF PINK +StalkSurfaceAboveRing +Group Frequency Coverage Size Value list +{SMOOTH} 3753 0.633097 1 SMOOTH +{SILKY} 1653 0.278846 1 SILKY +{FIBROUS, SCALY} 522 0.0880567 2 FIBROUS SCALY * + +Cell frequencies + StalkSurfaceAboveRing +CapColor {SMOOTH} {SILKY} {FIBROUS, SCALY} Total Coverage +{BROWN, RED} 1931 650 117 2698 0.455128 +{GRAY, CINNAMON} 776 499 241 1516 0.255735 +{YELLOW, PURPLE, GREEN} 294 457 5 756 0.12753 +{WHITE} 559 47 125 731 0.123313 +{BUFF, PINK} 193 0 34 227 0.0382928 +Total 3753 1653 522 5928 +Coverage 0.633097 0.278846 0.0880567 + +Cells 14 +Cell Id CapColor StalkSurfaceAboveRing EDIBLE POISONOUS Interest Frequency Coverage +C6 {BROWN, RED} {SILKY} 0 1 0.283763 650 0.109649 +C8 {YELLOW, PURPLE, GREEN} {SILKY} 0 1 0.199507 457 0.0770918 +C2 {GRAY, CINNAMON} {SMOOTH} 0.900773 0.0992268 0.140428 776 0.130904 +C7 {GRAY, CINNAMON} {SILKY} 0.102204 0.897796 0.119817 499 0.0841768 +C3 {YELLOW, PURPLE, GREEN} {SMOOTH} 1 0 0.1052 294 0.0495951 +C11 {BROWN, RED} {FIBROUS, SCALY} 1 0 0.0418655 117 0.0197368 +C12 {GRAY, CINNAMON} {FIBROUS, SCALY} 0.850622 0.149378 0.0310424 241 0.0406545 +C1 {BROWN, RED} {SMOOTH} 0.62869 0.37131 0.0199921 1931 0.325742 +C9 {WHITE} {SILKY} 1 0 0.0168178 47 0.00792848 +C15 {BUFF, PINK} {FIBROUS, SCALY} 0 1 0.014843 34 0.00573549 +C4 {WHITE} {SMOOTH} 0.677996 0.322004 0.0136025 559 0.0942982 +C5 {BUFF, PINK} {SMOOTH} 0.373057 0.626943 0.00578199 193 0.0325574 +C14 {WHITE} {FIBROUS, SCALY} 0.72 0.28 0.00515652 125 0.0210864 +C13 {YELLOW, PURPLE, GREEN} {FIBROUS, SCALY} 0 1 0.00218279 5 0.000843455 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R13 +Variables + Type Name + Categorical GillColor + Categorical StalkRoot + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{BROWN, PURPLE, BLACK} 1456 0.245614 3 BROWN PURPLE BLACK +{PINK, YELLOW, RED, ...} 1265 0.213394 4 PINK YELLOW RED ORANGE +{BUFF} 1241 0.209345 1 BUFF +{CHOCOLATE, GRAY, GREEN} 1094 0.184548 3 CHOCOLATE GRAY GREEN * +{WHITE} 872 0.147099 1 WHITE +StalkRoot +Group Frequency Coverage Size Value list +{BULBOUS} 2649 0.446862 1 BULBOUS +{?, ROOTED} 1892 0.319163 2 ? ROOTED * +{EQUAL} 979 0.165148 1 EQUAL +{CLUB} 408 0.0688259 1 CLUB + +Cell frequencies + StalkRoot +GillColor {BULBOUS} {?, ROOTED} {EQUAL} {CLUB} Total Coverage +{BROWN, PURPLE, BLACK} 690 86 495 185 1456 0.245614 +{PINK, YELLOW, RED, ...} 716 284 245 20 1265 0.213394 +{BUFF} 0 1241 0 0 1241 0.209345 +{CHOCOLATE, GRAY, GREEN} 733 76 195 90 1094 0.184548 +{WHITE} 510 205 44 113 872 0.147099 +Total 2649 1892 979 408 5928 +Coverage 0.446862 0.319163 0.165148 0.0688259 + +Cells 17 +Cell Id GillColor StalkRoot EDIBLE POISONOUS Interest Frequency Coverage +C8 {BUFF} {?, ROOTED} 0 1 0.353226 1241 0.209345 +C4 {CHOCOLATE, GRAY, GREEN} {BULBOUS} 0 1 0.208634 733 0.12365 +C1 {BROWN, PURPLE, BLACK} {BULBOUS} 0.9 0.1 0.0810006 690 0.116397 +C7 {PINK, YELLOW, RED, ...} {?, ROOTED} 1 0 0.0662564 284 0.0479082 +C14 {CHOCOLATE, GRAY, GREEN} {EQUAL} 1 0 0.0454929 195 0.0328947 +C16 {BROWN, PURPLE, BLACK} {CLUB} 1 0 0.04316 185 0.0312078 +C5 {WHITE} {BULBOUS} 0.821569 0.178431 0.0345939 510 0.0860324 +C11 {BROWN, PURPLE, BLACK} {EQUAL} 0.810101 0.189899 0.0307218 495 0.083502 +C10 {WHITE} {?, ROOTED} 0.912195 0.0878049 0.0260478 205 0.0345816 +C19 {CHOCOLATE, GRAY, GREEN} {CLUB} 1 0 0.0209967 90 0.0151822 +C12 {PINK, YELLOW, RED, ...} {EQUAL} 0.853061 0.146939 0.0209336 245 0.0413293 +C6 {BROWN, PURPLE, BLACK} {?, ROOTED} 1 0 0.0200635 86 0.0145074 +C9 {CHOCOLATE, GRAY, GREEN} {?, ROOTED} 1 0 0.0177306 76 0.0128205 +C15 {WHITE} {EQUAL} 0 1 0.0125237 44 0.0074224 +C20 {WHITE} {CLUB} 0.840708 0.159292 0.00883767 113 0.0190621 +C17 {PINK, YELLOW, RED, ...} {CLUB} 0 1 0.0056926 20 0.00337382 +C2 {PINK, YELLOW, RED, ...} {BULBOUS} 0.446927 0.553073 0.00408821 716 0.120783 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R14 +Variables + Type Name + Categorical CapColor + Categorical StalkSurfaceBelowRing + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{BROWN, PURPLE, GREEN} 1647 0.277834 3 BROWN PURPLE GREEN * +{GRAY, CINNAMON} 1516 0.255735 2 GRAY CINNAMON +{RED} 1074 0.181174 1 RED +{YELLOW} 733 0.12365 1 YELLOW +{WHITE} 731 0.123313 1 WHITE +{BUFF, PINK} 227 0.0382928 2 BUFF PINK +StalkSurfaceBelowRing +Group Frequency Coverage Size Value list +{SMOOTH} 3587 0.605094 1 SMOOTH +{SILKY} 1604 0.27058 1 SILKY +{FIBROUS} 544 0.0917679 1 FIBROUS +{SCALY} 193 0.0325574 1 SCALY * + +Cell frequencies + StalkSurfaceBelowRing +CapColor {SMOOTH} {SILKY} {FIBROUS} {SCALY} Total Coverage +{BROWN, PURPLE, GREEN} 1109 304 131 103 1647 0.277834 +{GRAY, CINNAMON} 785 487 235 9 1516 0.255735 +{RED} 755 313 0 6 1074 0.181174 +{YELLOW} 209 449 0 75 733 0.12365 +{WHITE} 539 51 141 0 731 0.123313 +{BUFF, PINK} 190 0 37 0 227 0.0382928 +Total 3587 1604 544 193 5928 +Coverage 0.605094 0.27058 0.0917679 0.0325574 + +Cells 19 +Cell Id CapColor StalkSurfaceBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C10 {YELLOW} {SILKY} 0 1 0.201464 449 0.0757422 +C9 {RED} {SILKY} 0 1 0.140441 313 0.0528003 +C2 {GRAY, CINNAMON} {SMOOTH} 0.894268 0.105732 0.139914 785 0.132422 +C7 {BROWN, PURPLE, GREEN} {SILKY} 0 1 0.136403 304 0.0512821 +C8 {GRAY, CINNAMON} {SILKY} 0.0985626 0.901437 0.122613 487 0.0821525 +C4 {YELLOW} {SMOOTH} 1 0 0.0768644 209 0.0352564 +C13 {BROWN, PURPLE, GREEN} {FIBROUS} 1 0 0.0481782 131 0.0220985 +C14 {GRAY, CINNAMON} {FIBROUS} 0.87234 0.12766 0.036176 235 0.0396424 +C11 {WHITE} {SILKY} 1 0 0.0187564 51 0.00860324 +C1 {BROWN, PURPLE, GREEN} {SMOOTH} 0.646528 0.353472 0.0167614 1109 0.187078 +C18 {BUFF, PINK} {FIBROUS} 0 1 0.0166017 37 0.00624157 +C5 {WHITE} {SMOOTH} 0.667904 0.332096 0.0116166 539 0.0909244 +C22 {YELLOW} {SCALY} 0.826667 0.173333 0.00833543 75 0.0126518 +C17 {WHITE} {FIBROUS} 0.744681 0.255319 0.00775319 141 0.0237854 +C6 {BUFF, PINK} {SMOOTH} 0.378947 0.621053 0.00542704 190 0.0320513 +C19 {BROWN, PURPLE, GREEN} {SCALY} 0.728155 0.271845 0.00477481 103 0.0173752 +C20 {GRAY, CINNAMON} {SCALY} 0 1 0.00403825 9 0.00151822 +C21 {RED} {SCALY} 0 1 0.00269217 6 0.00101215 +C3 {RED} {SMOOTH} 0.570861 0.429139 0.00118806 755 0.127362 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R15 +Variables + Type Name + Categorical CapColor + Categorical Habitat + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{RED, WHITE} 1805 0.304487 2 RED WHITE +{BROWN} 1624 0.273954 1 BROWN +{GRAY} 1484 0.250337 1 GRAY +{YELLOW} 733 0.12365 1 YELLOW +{BUFF, PINK} 227 0.0382928 2 BUFF PINK +{CINNAMON} 32 0.00539811 1 CINNAMON +{PURPLE, GREEN} 23 0.00387989 2 PURPLE GREEN * +Habitat +Group Frequency Coverage Size Value list +{WOODS} 2224 0.375169 1 WOODS +{GRASSES} 1684 0.284076 1 GRASSES +{LEAVES, URBAN} 872 0.147099 2 LEAVES URBAN +{PATHS} 799 0.134784 1 PATHS +{MEADOWS} 220 0.037112 1 MEADOWS +{WASTE} 129 0.0217611 1 WASTE * + +Cell frequencies + Habitat +CapColor {WOODS} {GRASSES} {LEAVES, URBAN} {PATHS} {MEADOWS} {WASTE} Total Coverage +{RED, WHITE} 706 452 298 208 111 30 1805 0.304487 +{BROWN} 641 254 451 245 0 33 1624 0.273954 +{GRAY} 604 658 68 154 0 0 1484 0.250337 +{YELLOW} 194 261 5 181 92 0 733 0.12365 +{BUFF, PINK} 47 59 32 6 17 66 227 0.0382928 +{CINNAMON} 9 0 18 5 0 0 32 0.00539811 +{PURPLE, GREEN} 23 0 0 0 0 0 23 0.00387989 +Total 2224 1684 872 799 220 129 5928 +Coverage 0.375169 0.284076 0.147099 0.134784 0.037112 0.0217611 + +Cells 30 +Cell Id CapColor Habitat EDIBLE POISONOUS Interest Frequency Coverage +C15 {RED, WHITE} {LEAVES, URBAN} 0 1 0.183105 298 0.0502699 +C22 {RED, WHITE} {PATHS} 0 1 0.127805 208 0.0350877 +C24 {GRAY} {PATHS} 0.0324675 0.967532 0.0763429 154 0.0259784 +C23 {BROWN} {PATHS} 0.155102 0.844898 0.061364 245 0.0413293 +C8 {RED, WHITE} {GRASSES} 0.803097 0.196903 0.0572764 452 0.0762483 +C10 {GRAY} {GRASSES} 0.740122 0.259878 0.0473273 658 0.110999 +C4 {YELLOW} {WOODS} 0.159794 0.840206 0.0472623 194 0.032726 +C32 {YELLOW} {MEADOWS} 1 0 0.0463339 92 0.0155196 +C25 {YELLOW} {PATHS} 0.18232 0.81768 0.0384692 181 0.0305331 +C9 {BROWN} {GRASSES} 0.822835 0.177165 0.0375535 254 0.0428475 +C12 {BUFF, PINK} {GRASSES} 0 1 0.0362522 59 0.00995277 +C40 {BUFF, PINK} {WASTE} 1 0 0.0332396 66 0.0111336 +C29 {RED, WHITE} {MEADOWS} 0.918919 0.0810811 0.0317941 111 0.0187247 +C5 {BUFF, PINK} {WOODS} 0 1 0.0288789 47 0.00792848 +C19 {BUFF, PINK} {LEAVES, URBAN} 0 1 0.0196622 32 0.00539811 +C3 {GRAY} {WOODS} 0.672185 0.327815 0.0190122 604 0.101889 +C37 {BROWN} {WASTE} 1 0 0.0166198 33 0.0055668 +C36 {RED, WHITE} {WASTE} 1 0 0.0151089 30 0.00506073 +C1 {RED, WHITE} {WOODS} 0.640227 0.359773 0.0129952 706 0.119096 +C7 {PURPLE, GREEN} {WOODS} 1 0 0.0115835 23 0.00387989 +C2 {BROWN} {WOODS} 0.638066 0.361934 0.0113157 641 0.108131 +C33 {BUFF, PINK} {MEADOWS} 0 1 0.0104456 17 0.00286775 +C20 {CINNAMON} {LEAVES, URBAN} 1 0 0.00906533 18 0.00303644 +C6 {CINNAMON} {WOODS} 0 1 0.00553 9 0.00151822 +C11 {YELLOW} {GRASSES} 0.440613 0.559387 0.00369892 261 0.0440283 +C16 {BROWN} {LEAVES, URBAN} 0.467849 0.532151 0.00321737 451 0.0760796 +C18 {YELLOW} {LEAVES, URBAN} 0 1 0.00307222 5 0.000843455 +C26 {BUFF, PINK} {PATHS} 1 0 0.00302178 6 0.00101215 +C27 {CINNAMON} {PATHS} 1 0 0.00251815 5 0.000843455 +C17 {GRAY} {LEAVES, URBAN} 0.5 0.5 0.000129761 68 0.011471 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R16 +Variables + Type Name + Categorical CapColor + Categorical StalkColorAboveRing + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{BROWN} 1624 0.273954 1 BROWN +{GRAY} 1484 0.250337 1 GRAY +{RED, BUFF, PINK} 1301 0.219467 3 RED BUFF PINK +{YELLOW, CINNAMON, PURPLE, ...} 788 0.132928 4 YELLOW CINNAMON PURPLE GREEN * +{WHITE} 731 0.123313 1 WHITE +StalkColorAboveRing +Group Frequency Coverage Size Value list +{WHITE} 3361 0.56697 1 WHITE +{PINK} 1314 0.22166 1 PINK +{GRAY, ORANGE, RED} 615 0.103745 3 GRAY ORANGE RED +{BROWN, BUFF, YELLOW} 605 0.102058 3 BROWN BUFF YELLOW * +{CINNAMON} 33 0.0055668 1 CINNAMON + +Cell frequencies + StalkColorAboveRing +CapColor {WHITE} {PINK} {GRAY, ORANGE, RED} {BROWN, BUFF, YELLOW} {CINNAMON} Total Coverage +{BROWN} 862 429 305 10 18 1624 0.273954 +{GRAY} 779 289 129 287 0 1484 0.250337 +{RED, BUFF, PINK} 664 450 181 0 6 1301 0.219467 +{YELLOW, CINNAMON, PURPLE, ...} 325 146 0 308 9 788 0.132928 +{WHITE} 731 0 0 0 0 731 0.123313 +Total 3361 1314 615 605 33 5928 +Coverage 0.56697 0.22166 0.103745 0.102058 0.0055668 + +Cells 18 +Cell Id CapColor StalkColorAboveRing EDIBLE POISONOUS Interest Frequency Coverage +C19 {YELLOW, CINNAMON, PURPLE, ...} {BROWN, BUFF, YELLOW} 0 1 0.150556 308 0.0519568 +C17 {GRAY} {BROWN, BUFF, YELLOW} 0 1 0.140291 287 0.0484143 +C11 {BROWN} {GRAY, ORANGE, RED} 1 0 0.122202 305 0.0514507 +C2 {GRAY} {WHITE} 0.854942 0.145058 0.115836 779 0.13141 +C4 {YELLOW, CINNAMON, PURPLE, ...} {WHITE} 0.975385 0.0246154 0.106918 325 0.0548246 +C13 {RED, BUFF, PINK} {GRAY, ORANGE, RED} 1 0 0.0725196 181 0.0305331 +C9 {YELLOW, CINNAMON, PURPLE, ...} {PINK} 0 1 0.0713676 146 0.0246289 +C3 {RED, BUFF, PINK} {WHITE} 0.289157 0.710843 0.0523069 664 0.112011 +C12 {GRAY} {GRAY, ORANGE, RED} 1 0 0.0516852 129 0.0217611 +C8 {RED, BUFF, PINK} {PINK} 0.288889 0.711111 0.0355289 450 0.0759109 +C6 {BROWN} {PINK} 0.300699 0.699301 0.0305982 429 0.0723684 +C5 {WHITE} {WHITE} 0.705882 0.294118 0.0286714 731 0.123313 +C21 {BROWN} {CINNAMON} 0 1 0.00879875 18 0.00303644 +C24 {YELLOW, CINNAMON, PURPLE, ...} {CINNAMON} 0 1 0.00439938 9 0.00151822 +C16 {BROWN} {BROWN, BUFF, YELLOW} 1 0 0.00400661 10 0.00168691 +C23 {RED, BUFF, PINK} {CINNAMON} 0 1 0.00293292 6 0.00101215 +C7 {GRAY} {PINK} 0.474048 0.525952 0.00134895 289 0.0487517 +C1 {BROWN} {WHITE} 0.529002 0.470998 3.24104e-05 862 0.145412 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R17 +Variables + Type Name + Categorical CapColor + Categorical CapShape + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{GRAY, WHITE, CINNAMON} 2247 0.379049 3 GRAY WHITE CINNAMON +{BROWN} 1624 0.273954 1 BROWN +{RED} 1074 0.181174 1 RED +{YELLOW} 733 0.12365 1 YELLOW +{BUFF, PINK} 227 0.0382928 2 BUFF PINK +{PURPLE, GREEN} 23 0.00387989 2 PURPLE GREEN * +CapShape +Group Frequency Coverage Size Value list +{CONVEX} 2705 0.456309 1 CONVEX +{FLAT, CONICAL} 2300 0.387989 2 FLAT CONICAL * +{KNOBBED} 587 0.0990216 1 KNOBBED +{BELL, SUNKEN} 336 0.0566802 2 BELL SUNKEN + +Cell frequencies + CapShape +CapColor {CONVEX} {FLAT, CONICAL} {KNOBBED} {BELL, SUNKEN} Total Coverage +{GRAY, WHITE, CINNAMON} 1121 869 74 183 2247 0.379049 +{BROWN} 650 654 271 49 1624 0.273954 +{RED} 438 417 219 0 1074 0.181174 +{YELLOW} 374 272 2 85 733 0.12365 +{BUFF, PINK} 110 77 21 19 227 0.0382928 +{PURPLE, GREEN} 12 11 0 0 23 0.00387989 +Total 2705 2300 587 336 5928 +Coverage 0.456309 0.387989 0.0990216 0.0566802 + +Cells 21 +Cell Id CapColor CapShape EDIBLE POISONOUS Interest Frequency Coverage +C15 {RED} {KNOBBED} 0.0273973 0.972603 0.238319 219 0.0369433 +C10 {YELLOW} {FLAT, CONICAL} 0.158088 0.841912 0.142695 272 0.0458839 +C19 {GRAY, WHITE, CINNAMON} {BELL, SUNKEN} 0.945355 0.0546448 0.132369 183 0.0308704 +C14 {BROWN} {KNOBBED} 0.221402 0.778598 0.0953086 271 0.0457152 +C22 {YELLOW} {BELL, SUNKEN} 0.964706 0.0352941 0.0697285 85 0.0143387 +C13 {GRAY, WHITE, CINNAMON} {KNOBBED} 0.959459 0.0405405 0.0586449 74 0.0124831 +C20 {BROWN} {BELL, SUNKEN} 0.959184 0.0408163 0.0387624 49 0.00826586 +C5 {BUFF, PINK} {CONVEX} 0.236364 0.763636 0.0348718 110 0.018556 +C1 {GRAY, WHITE, CINNAMON} {CONVEX} 0.620874 0.379126 0.0292378 1121 0.189103 +C4 {YELLOW} {CONVEX} 0.390374 0.609626 0.0267355 374 0.0630904 +C23 {BUFF, PINK} {BELL, SUNKEN} 0 1 0.0248872 19 0.00320513 +C17 {BUFF, PINK} {KNOBBED} 1 0 0.022546 21 0.00354251 +C7 {GRAY, WHITE, CINNAMON} {FLAT, CONICAL} 0.611047 0.388953 0.0177694 869 0.146592 +C2 {BROWN} {CONVEX} 0.615385 0.384615 0.0148515 650 0.109649 +C6 {PURPLE, GREEN} {CONVEX} 1 0 0.0128835 12 0.00202429 +C12 {PURPLE, GREEN} {FLAT, CONICAL} 1 0 0.0118098 11 0.0018556 +C11 {BUFF, PINK} {FLAT, CONICAL} 0.324675 0.675325 0.0117884 77 0.0129892 +C8 {BROWN} {FLAT, CONICAL} 0.600917 0.399083 0.0100516 654 0.110324 +C16 {YELLOW} {KNOBBED} 0 1 0.00261971 2 0.000337382 +C9 {RED} {FLAT, CONICAL} 0.494005 0.505995 0.00233828 417 0.0703441 +C3 {RED} {CONVEX} 0.5 0.5 0.00178176 438 0.0738866 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R18 +Variables + Type Name + Categorical Habitat + Categorical VeilColor + +Variables stats +Habitat +Group Frequency Coverage Size Value list +{WOODS} 2224 0.375169 1 WOODS +{GRASSES} 1684 0.284076 1 GRASSES +{PATHS, LEAVES} 1420 0.239541 2 PATHS LEAVES +{URBAN} 251 0.0423414 1 URBAN +{MEADOWS} 220 0.037112 1 MEADOWS +{WASTE} 129 0.0217611 1 WASTE * +VeilColor +Group Frequency Coverage Size Value list +{WHITE, YELLOW} 5786 0.976046 2 WHITE YELLOW * +{ORANGE, BROWN} 142 0.0239541 2 ORANGE BROWN + +Cell frequencies + VeilColor +Habitat {WHITE, YELLOW} {ORANGE, BROWN} Total Coverage +{WOODS} 2224 0 2224 0.375169 +{GRASSES} 1684 0 1684 0.284076 +{PATHS, LEAVES} 1278 142 1420 0.239541 +{URBAN} 251 0 251 0.0423414 +{MEADOWS} 220 0 220 0.037112 +{WASTE} 129 0 129 0.0217611 +Total 5786 142 5928 +Coverage 0.976046 0.0239541 + +Cells 7 +Cell Id Habitat VeilColor EDIBLE POISONOUS Interest Frequency Coverage +C3 {PATHS, LEAVES} {WHITE, YELLOW} 0.109546 0.890454 0.578541 1278 0.215587 +C2 {GRASSES} {WHITE, YELLOW} 0.69715 0.30285 0.103989 1684 0.284076 +C9 {PATHS, LEAVES} {ORANGE, BROWN} 1 0 0.0997514 142 0.0239541 +C6 {WASTE} {WHITE, YELLOW} 1 0 0.0906193 129 0.0217611 +C5 {MEADOWS} {WHITE, YELLOW} 0.881818 0.118182 0.0689604 220 0.037112 +C4 {URBAN} {WHITE, YELLOW} 0.270916 0.729084 0.0402224 251 0.0423414 +C1 {WOODS} {WHITE, YELLOW} 0.593975 0.406025 0.0179169 2224 0.375169 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R19 +Variables + Type Name + Categorical CapSurface + Categorical GillColor + +Variables stats +CapSurface +Group Frequency Coverage Size Value list +{SCALY} 2282 0.384953 1 SCALY +{SMOOTH} 1935 0.326417 2 SMOOTH * +{FIBROUS} 1711 0.28863 1 FIBROUS +GillColor +Group Frequency Coverage Size Value list +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{PINK} 1080 0.182186 1 PINK +{WHITE} 872 0.147099 1 WHITE +{BROWN} 758 0.127868 1 BROWN +{CHOCOLATE} 559 0.0942982 1 CHOCOLATE +{GRAY} 517 0.0872132 1 GRAY +{PURPLE} 352 0.0593792 1 PURPLE +{BLACK} 346 0.0583671 1 BLACK +{YELLOW, ORANGE} 120 0.0202429 2 YELLOW ORANGE +{RED} 65 0.0109649 1 RED + +Cell frequencies + GillColor +CapSurface {BUFF, GREEN} {PINK} {WHITE} {BROWN} {CHOCOLATE} {GRAY} {PURPLE} {BLACK} {YELLOW, ORANGE} {RED} Total Coverage +{SCALY} 624 372 400 247 158 202 157 71 20 31 2282 0.384953 +{SMOOTH} 635 248 235 232 157 109 18 167 100 34 1935 0.326417 +{FIBROUS} 0 460 237 279 244 206 177 108 0 0 1711 0.28863 +Total 1259 1080 872 758 559 517 352 346 120 65 5928 +Coverage 0.212382 0.182186 0.147099 0.127868 0.0942982 0.0872132 0.0593792 0.0583671 0.0202429 0.0109649 + +Cells 27 +Cell Id CapSurface GillColor EDIBLE POISONOUS Interest Frequency Coverage +C2 {SMOOTH} {BUFF, GREEN} 0 1 0.242849 635 0.107119 +C1 {SCALY} {BUFF, GREEN} 0 1 0.238642 624 0.105263 +C9 {FIBROUS} {WHITE} 0.966245 0.0337553 0.0573474 237 0.0399798 +C12 {FIBROUS} {BROWN} 0.939068 0.0609319 0.0565933 279 0.0470648 +C19 {SCALY} {PURPLE} 1 0 0.0492141 157 0.0264845 +C7 {SCALY} {WHITE} 0.845 0.155 0.0433581 400 0.0674764 +C13 {SCALY} {CHOCOLATE} 0.0696203 0.93038 0.0396958 158 0.0266532 +C10 {SCALY} {BROWN} 0.902834 0.097166 0.0396866 247 0.0416667 +C24 {FIBROUS} {BLACK} 1 0 0.0338543 108 0.0182186 +C26 {SMOOTH} {YELLOW, ORANGE} 1 0 0.0313466 100 0.0168691 +C21 {FIBROUS} {PURPLE} 0.898305 0.101695 0.0276109 177 0.0298583 +C18 {FIBROUS} {GRAY} 0.218447 0.781553 0.0215805 206 0.0347503 +C11 {SMOOTH} {BROWN} 0.823276 0.176724 0.021421 232 0.0391363 +C23 {SMOOTH} {BLACK} 0.868263 0.131737 0.0213105 167 0.0281714 +C16 {SCALY} {GRAY} 0.227723 0.772277 0.0198625 202 0.0340756 +C29 {SMOOTH} {RED} 1 0 0.0106578 34 0.00573549 +C28 {SCALY} {RED} 1 0 0.00971744 31 0.00522942 +C25 {SCALY} {YELLOW, ORANGE} 0 1 0.00764878 20 0.00337382 +C15 {FIBROUS} {CHOCOLATE} 0.364754 0.635246 0.0070876 244 0.0411606 +C20 {SMOOTH} {PURPLE} 0 1 0.0068839 18 0.00303644 +C6 {FIBROUS} {PINK} 0.647826 0.352174 0.00606581 460 0.0775978 +C17 {SMOOTH} {GRAY} 0.743119 0.256881 0.0050295 109 0.0183873 +C22 {SCALY} {BLACK} 0.676056 0.323944 0.001472 71 0.0119771 +C5 {SMOOTH} {PINK} 0.572581 0.427419 0.000364844 248 0.0418354 +C8 {SMOOTH} {WHITE} 0.570213 0.429787 0.000304051 235 0.0396424 +C4 {SCALY} {PINK} 0.55914 0.44086 0.000229273 372 0.062753 +C14 {SMOOTH} {CHOCOLATE} 0.566879 0.433121 0.000166983 157 0.0264845 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R20 +Variables + Type Name + Categorical CapColor + Categorical RingNumber + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{BROWN, GRAY} 3108 0.524291 2 BROWN GRAY +{RED, YELLOW} 1807 0.304825 2 RED YELLOW +{WHITE} 731 0.123313 1 WHITE +{BUFF, PINK} 227 0.0382928 2 BUFF PINK +{CINNAMON, PURPLE, GREEN} 55 0.009278 3 CINNAMON PURPLE GREEN * +RingNumber +Group Frequency Coverage Size Value list +{ONE} 5484 0.925101 1 ONE +{TWO} 411 0.069332 1 TWO +{NONE} 33 0.0055668 1 NONE * + +Cell frequencies + RingNumber +CapColor {ONE} {TWO} {NONE} Total Coverage +{BROWN, GRAY} 2939 151 18 3108 0.524291 +{RED, YELLOW} 1771 30 6 1807 0.304825 +{WHITE} 615 116 0 731 0.123313 +{BUFF, PINK} 118 109 0 227 0.0382928 +{CINNAMON, PURPLE, GREEN} 41 5 9 55 0.009278 +Total 5484 411 33 5928 +Coverage 0.925101 0.069332 0.0055668 + +Cells 13 +Cell Id CapColor RingNumber EDIBLE POISONOUS Interest Frequency Coverage +C6 {BROWN, GRAY} {TWO} 1 0 0.232375 151 0.0254723 +C4 {BUFF, PINK} {ONE} 0 1 0.221547 118 0.0199055 +C2 {RED, YELLOW} {ONE} 0.379447 0.620553 0.210301 1771 0.298752 +C3 {WHITE} {ONE} 0.679675 0.320325 0.0659088 615 0.103745 +C5 {CINNAMON, PURPLE, GREEN} {ONE} 1 0 0.0630951 41 0.00691633 +C8 {WHITE} {TWO} 0.844828 0.155172 0.0616526 116 0.0195682 +C7 {RED, YELLOW} {TWO} 1 0 0.0461671 30 0.00506073 +C11 {BROWN, GRAY} {NONE} 0 1 0.0337953 18 0.00303644 +C1 {BROWN, GRAY} {ONE} 0.571963 0.428037 0.0205434 2939 0.495783 +C15 {CINNAMON, PURPLE, GREEN} {NONE} 0 1 0.0168976 9 0.00151822 +C12 {RED, YELLOW} {NONE} 0 1 0.0112651 6 0.00101215 +C9 {BUFF, PINK} {TWO} 0.66055 0.33945 0.0087584 109 0.0183873 +C10 {CINNAMON, PURPLE, GREEN} {TWO} 1 0 0.00769452 5 0.000843455 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R21 +Variables + Type Name + Categorical Bruise + Categorical VeilColor + +Variables stats +Bruise +Group Frequency Coverage Size Value list +{NO} 3568 0.601889 1 NO +{BRUISES} 2360 0.398111 1 BRUISES * +VeilColor +Group Frequency Coverage Size Value list +{WHITE, YELLOW} 5786 0.976046 2 WHITE YELLOW * +{ORANGE, BROWN} 142 0.0239541 2 ORANGE BROWN + +Cell frequencies + VeilColor +Bruise {WHITE, YELLOW} {ORANGE, BROWN} Total Coverage +{NO} 3426 142 3568 0.601889 +{BRUISES} 2360 0 2360 0.398111 +Total 5786 142 5928 +Coverage 0.976046 0.0239541 + +Cells 3 +Cell Id Bruise VeilColor EDIBLE POISONOUS Interest Frequency Coverage +C2 {BRUISES} {WHITE, YELLOW} 0.814831 0.185169 0.503047 2360 0.398111 +C1 {NO} {WHITE, YELLOW} 0.32195 0.67805 0.387309 3426 0.577935 +C3 {NO} {ORANGE, BROWN} 1 0 0.109644 142 0.0239541 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R22 +Variables + Type Name + Categorical GillColor + Categorical GillSpacing + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{PINK} 1080 0.182186 1 PINK +{WHITE} 872 0.147099 1 WHITE +{BROWN} 758 0.127868 1 BROWN +{CHOCOLATE} 559 0.0942982 1 CHOCOLATE +{GRAY} 517 0.0872132 1 GRAY +{PURPLE} 352 0.0593792 1 PURPLE +{BLACK} 346 0.0583671 1 BLACK +{RED, ORANGE} 116 0.0195682 2 RED ORANGE +{YELLOW} 69 0.0116397 1 YELLOW +GillSpacing +Group Frequency Coverage Size Value list +{CLOSE} 4794 0.808704 1 CLOSE +{CROWDED} 1134 0.191296 1 CROWDED * + +Cell frequencies + GillSpacing +GillColor {CLOSE} {CROWDED} Total Coverage +{BUFF, GREEN} 1259 0 1259 0.212382 +{PINK} 785 295 1080 0.182186 +{WHITE} 723 149 872 0.147099 +{BROWN} 531 227 758 0.127868 +{CHOCOLATE} 381 178 559 0.0942982 +{GRAY} 434 83 517 0.0872132 +{PURPLE} 334 18 352 0.0593792 +{BLACK} 164 182 346 0.0583671 +{RED, ORANGE} 116 0 116 0.0195682 +{YELLOW} 67 2 69 0.0116397 +Total 4794 1134 5928 +Coverage 0.808704 0.191296 + +Cells 18 +Cell Id GillColor GillSpacing EDIBLE POISONOUS Interest Frequency Coverage +C1 {BUFF, GREEN} {CLOSE} 0 1 0.423108 1259 0.212382 +C5 {CHOCOLATE} {CLOSE} 0.0288714 0.971129 0.105467 381 0.0642713 +C4 {BROWN} {CLOSE} 0.875706 0.124294 0.0626376 531 0.0895749 +C7 {PURPLE} {CLOSE} 0.946108 0.0538922 0.0622854 334 0.0563428 +C12 {PINK} {CROWDED} 0.945763 0.0542373 0.0548907 295 0.0497638 +C18 {BLACK} {CROWDED} 1 0 0.0501332 182 0.0307018 +C15 {CHOCOLATE} {CROWDED} 1 0 0.0490314 178 0.030027 +C3 {WHITE} {CLOSE} 0.77455 0.22545 0.0393965 723 0.121964 +C14 {BROWN} {CROWDED} 0.929515 0.0704846 0.0380623 227 0.0382928 +C6 {GRAY} {CLOSE} 0.246544 0.753456 0.0328086 434 0.0732119 +C9 {RED, ORANGE} {CLOSE} 1 0 0.031953 116 0.0195682 +C13 {WHITE} {CROWDED} 0.946309 0.0536913 0.0278219 149 0.025135 +C17 {PURPLE} {CROWDED} 0 1 0.0060492 18 0.00303644 +C8 {BLACK} {CLOSE} 0.72561 0.27439 0.00553991 164 0.0276653 +C16 {GRAY} {CROWDED} 0.783133 0.216867 0.00487376 83 0.0140013 +C2 {PINK} {CLOSE} 0.470064 0.529936 0.00286255 785 0.132422 +C10 {YELLOW} {CLOSE} 0.731343 0.268657 0.00240664 67 0.0113023 +C20 {YELLOW} {CROWDED} 0 1 0.000672134 2 0.000337382 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R23 +Variables + Type Name + Categorical Population + Categorical VeilColor + +Variables stats +Population +Group Frequency Coverage Size Value list +{SEVERAL} 2890 0.487517 1 SEVERAL +{SCATTERED, CLUSTERED} 1210 0.204116 2 SCATTERED CLUSTERED * +{SOLITARY} 1178 0.198718 1 SOLITARY +{ABUNDANT, NUMEROUS} 650 0.109649 2 ABUNDANT NUMEROUS +VeilColor +Group Frequency Coverage Size Value list +{WHITE} 5781 0.975202 1 WHITE +{ORANGE, BROWN} 142 0.0239541 2 ORANGE BROWN +{YELLOW} 5 0.000843455 1 YELLOW * + +Cell frequencies + VeilColor +Population {WHITE} {ORANGE, BROWN} {YELLOW} Total Coverage +{SEVERAL} 2820 70 0 2890 0.487517 +{SCATTERED, CLUSTERED} 1133 72 5 1210 0.204116 +{SOLITARY} 1178 0 0 1178 0.198718 +{ABUNDANT, NUMEROUS} 650 0 0 650 0.109649 +Total 5781 142 5 5928 +Coverage 0.975202 0.0239541 0.000843455 + +Cells 7 +Cell Id Population VeilColor EDIBLE POISONOUS Interest Frequency Coverage +C4 {ABUNDANT, NUMEROUS} {WHITE} 1 0 0.407367 650 0.109649 +C1 {SEVERAL} {WHITE} 0.280851 0.719149 0.372262 2820 0.475709 +C2 {SCATTERED, CLUSTERED} {WHITE} 0.744925 0.255075 0.106424 1133 0.191127 +C6 {SCATTERED, CLUSTERED} {ORANGE, BROWN} 1 0 0.0451237 72 0.0121457 +C5 {SEVERAL} {ORANGE, BROWN} 1 0 0.0438703 70 0.0118084 +C3 {SOLITARY} {WHITE} 0.628183 0.371817 0.0211298 1178 0.198718 +C10 {SCATTERED, CLUSTERED} {YELLOW} 0 1 0.00382309 5 0.000843455 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R24 +Variables + Type Name + Categorical CapColor + Categorical GillAttachment + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{RED, YELLOW, BUFF, ...} 2034 0.343117 4 RED YELLOW BUFF PINK +{BROWN} 1624 0.273954 1 BROWN +{GRAY} 1484 0.250337 1 GRAY +{WHITE, CINNAMON} 763 0.128711 2 WHITE CINNAMON +{PURPLE, GREEN} 23 0.00387989 2 PURPLE GREEN * +GillAttachment +Group Frequency Coverage Size Value list +{FREE} 5771 0.973516 1 FREE +{ATTACHED} 157 0.0264845 1 ATTACHED * + +Cell frequencies + GillAttachment +CapColor {FREE} {ATTACHED} Total Coverage +{RED, YELLOW, BUFF, ...} 2032 2 2034 0.343117 +{BROWN} 1474 150 1624 0.273954 +{GRAY} 1484 0 1484 0.250337 +{WHITE, CINNAMON} 758 5 763 0.128711 +{PURPLE, GREEN} 23 0 23 0.00387989 +Total 5771 157 5928 +Coverage 0.973516 0.0264845 + +Cells 8 +Cell Id CapColor GillAttachment EDIBLE POISONOUS Interest Frequency Coverage +C1 {RED, YELLOW, BUFF, ...} {FREE} 0.380906 0.619094 0.374775 2032 0.34278 +C7 {BROWN} {ATTACHED} 0.946667 0.0533333 0.248294 150 0.0253036 +C4 {WHITE, CINNAMON} {FREE} 0.711082 0.288918 0.192276 758 0.127868 +C3 {GRAY} {FREE} 0.628032 0.371968 0.103139 1484 0.250337 +C5 {PURPLE, GREEN} {FREE} 1 0 0.0560344 23 0.00387989 +C9 {WHITE, CINNAMON} {ATTACHED} 0 1 0.0148617 5 0.000843455 +C6 {RED, YELLOW, BUFF, ...} {ATTACHED} 0 1 0.00594468 2 0.000337382 +C2 {BROWN} {FREE} 0.514247 0.485753 0.00467614 1474 0.24865 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R25 +Variables + Type Name + Categorical CapColor + Categorical VeilColor + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{RED, YELLOW, BUFF, ...} 2034 0.343117 4 RED YELLOW BUFF PINK +{BROWN} 1624 0.273954 1 BROWN +{GRAY} 1484 0.250337 1 GRAY +{WHITE, CINNAMON} 763 0.128711 2 WHITE CINNAMON +{PURPLE, GREEN} 23 0.00387989 2 PURPLE GREEN * +VeilColor +Group Frequency Coverage Size Value list +{WHITE} 5781 0.975202 1 WHITE +{ORANGE, BROWN, YELLOW} 147 0.0247976 3 ORANGE BROWN YELLOW * + +Cell frequencies + VeilColor +CapColor {WHITE} {ORANGE, BROWN, YELLOW} Total Coverage +{RED, YELLOW, BUFF, ...} 2029 5 2034 0.343117 +{BROWN} 1482 142 1624 0.273954 +{GRAY} 1484 0 1484 0.250337 +{WHITE, CINNAMON} 763 0 763 0.128711 +{PURPLE, GREEN} 23 0 23 0.00387989 +Total 5781 147 5928 +Coverage 0.975202 0.0247976 + +Cells 7 +Cell Id CapColor VeilColor EDIBLE POISONOUS Interest Frequency Coverage +C1 {RED, YELLOW, BUFF, ...} {WHITE} 0.381469 0.618531 0.343723 2029 0.342274 +C7 {BROWN} {ORANGE, BROWN, YELLOW} 1 0 0.320123 142 0.0239541 +C4 {WHITE, CINNAMON} {WHITE} 0.706422 0.293578 0.169481 763 0.128711 +C3 {GRAY} {WHITE} 0.628032 0.371968 0.095439 1484 0.250337 +C5 {PURPLE, GREEN} {WHITE} 1 0 0.0518509 23 0.00387989 +C6 {RED, YELLOW, BUFF, ...} {ORANGE, BROWN, YELLOW} 0 1 0.0137521 5 0.000843455 +C2 {BROWN} {WHITE} 0.511471 0.488529 0.0056297 1482 0.25 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R26 +Variables + Type Name + Categorical GillColor + Categorical RingNumber + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{BROWN, PURPLE, BLACK} 1456 0.245614 3 BROWN PURPLE BLACK +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{PINK, RED} 1145 0.193151 2 PINK RED +{WHITE} 872 0.147099 1 WHITE +{CHOCOLATE} 559 0.0942982 1 CHOCOLATE +{GRAY} 517 0.0872132 1 GRAY +{YELLOW, ORANGE} 120 0.0202429 2 YELLOW ORANGE +RingNumber +Group Frequency Coverage Size Value list +{ONE} 5484 0.925101 1 ONE +{TWO} 411 0.069332 1 TWO +{NONE} 33 0.0055668 1 NONE * + +Cell frequencies + RingNumber +GillColor {ONE} {TWO} {NONE} Total Coverage +{BROWN, PURPLE, BLACK} 1456 0 0 1456 0.245614 +{BUFF, GREEN} 1241 18 0 1259 0.212382 +{PINK, RED} 1014 131 0 1145 0.193151 +{WHITE} 677 180 15 872 0.147099 +{CHOCOLATE} 559 0 0 559 0.0942982 +{GRAY} 435 82 0 517 0.0872132 +{YELLOW, ORANGE} 102 0 18 120 0.0202429 +Total 5484 411 33 5928 +Coverage 0.925101 0.069332 0.0055668 + +Cells 13 +Cell Id GillColor RingNumber EDIBLE POISONOUS Interest Frequency Coverage +C2 {BUFF, GREEN} {ONE} 0 1 0.516047 1241 0.209345 +C1 {BROWN, PURPLE, BLACK} {ONE} 0.888049 0.111951 0.230826 1456 0.245614 +C4 {WHITE} {ONE} 0.799114 0.200886 0.0562162 677 0.114204 +C10 {PINK, RED} {TWO} 1 0 0.0446495 131 0.0220985 +C6 {GRAY} {ONE} 0.245977 0.754023 0.0408577 435 0.0733806 +C7 {YELLOW, ORANGE} {ONE} 0.980392 0.0196078 0.0295606 102 0.0172065 +C11 {WHITE} {TWO} 0.888889 0.111111 0.0286955 180 0.0303644 +C5 {CHOCOLATE} {ONE} 0.338104 0.661896 0.0237396 559 0.0942982 +C9 {BUFF, GREEN} {TWO} 0 1 0.00748497 18 0.00303644 +C21 {YELLOW, ORANGE} {NONE} 0 1 0.00748497 18 0.00303644 +C13 {GRAY} {TWO} 0.792683 0.207317 0.00645824 82 0.0138327 +C18 {WHITE} {NONE} 0 1 0.00623747 15 0.00253036 +C3 {PINK, RED} {ONE} 0.573964 0.426036 0.00174209 1014 0.171053 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R27 +Variables + Type Name + Categorical GillAttachment + Categorical GillColor + +Variables stats +GillAttachment +Group Frequency Coverage Size Value list +{FREE} 5771 0.973516 1 FREE +{ATTACHED} 157 0.0264845 1 ATTACHED * +GillColor +Group Frequency Coverage Size Value list +{BROWN, PURPLE, BLACK, ...} 1507 0.254217 4 BROWN PURPLE BLACK ORANGE +{BUFF, YELLOW, GREEN} 1328 0.224022 3 BUFF YELLOW GREEN * +{PINK} 1080 0.182186 1 PINK +{CHOCOLATE, GRAY} 1076 0.181511 2 CHOCOLATE GRAY +{WHITE} 872 0.147099 1 WHITE +{RED} 65 0.0109649 1 RED + +Cell frequencies + GillColor +GillAttachment {BROWN, PURPLE, BLACK, ...} {BUFF, YELLOW, GREEN} {PINK} {CHOCOLATE, GRAY} {WHITE} {RED} Total Coverage +{FREE} 1414 1271 1080 1076 865 65 5771 0.973516 +{ATTACHED} 93 57 0 0 7 0 157 0.0264845 +Total 1507 1328 1080 1076 872 65 5928 +Coverage 0.254217 0.224022 0.182186 0.181511 0.147099 0.0109649 + +Cells 9 +Cell Id GillAttachment GillColor EDIBLE POISONOUS Interest Frequency Coverage +C3 {FREE} {BUFF, YELLOW, GREEN} 0 1 0.560656 1271 0.214406 +C1 {FREE} {BROWN, PURPLE, BLACK, ...} 0.884724 0.115276 0.232598 1414 0.238529 +C9 {FREE} {WHITE} 0.810405 0.189595 0.0833999 865 0.145918 +C7 {FREE} {CHOCOLATE, GRAY} 0.335502 0.664498 0.0497912 1076 0.181511 +C2 {ATTACHED} {BROWN, PURPLE, BLACK, ...} 1 0 0.033625 93 0.0156883 +C11 {FREE} {RED} 1 0 0.0235014 65 0.0109649 +C4 {ATTACHED} {BUFF, YELLOW, GREEN} 0.859649 0.140351 0.00790485 57 0.00961538 +C5 {FREE} {PINK} 0.6 0.4 0.0054359 1080 0.182186 +C10 {ATTACHED} {WHITE} 0 1 0.0030878 7 0.00118084 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R28 +Variables + Type Name + Categorical StalkSurfaceAboveRing + Categorical VeilColor + +Variables stats +StalkSurfaceAboveRing +Group Frequency Coverage Size Value list +{SMOOTH} 3753 0.633097 1 SMOOTH +{SILKY} 1653 0.278846 1 SILKY +{FIBROUS, SCALY} 522 0.0880567 2 FIBROUS SCALY * +VeilColor +Group Frequency Coverage Size Value list +{WHITE} 5781 0.975202 1 WHITE +{ORANGE, BROWN, YELLOW} 147 0.0247976 3 ORANGE BROWN YELLOW * + +Cell frequencies + VeilColor +StalkSurfaceAboveRing {WHITE} {ORANGE, BROWN, YELLOW} Total Coverage +{SMOOTH} 3611 142 3753 0.633097 +{SILKY} 1653 0 1653 0.278846 +{FIBROUS, SCALY} 517 5 522 0.0880567 +Total 5781 147 5928 +Coverage 0.975202 0.0247976 + +Cells 5 +Cell Id StalkSurfaceAboveRing VeilColor EDIBLE POISONOUS Interest Frequency Coverage +C2 {SILKY} {WHITE} 0.0592861 0.940714 0.704578 1653 0.278846 +C1 {SMOOTH} {WHITE} 0.69676 0.30324 0.158786 3611 0.609143 +C4 {SMOOTH} {ORANGE, BROWN, YELLOW} 1 0 0.0713837 142 0.0239541 +C3 {FIBROUS, SCALY} {WHITE} 0.796905 0.203095 0.0621859 517 0.0872132 +C6 {FIBROUS, SCALY} {ORANGE, BROWN, YELLOW} 0 1 0.00306657 5 0.000843455 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R29 +Variables + Type Name + Categorical StalkSurfaceBelowRing + Categorical VeilColor + +Variables stats +StalkSurfaceBelowRing +Group Frequency Coverage Size Value list +{SMOOTH, SCALY} 3780 0.637652 2 SMOOTH SCALY * +{SILKY} 1604 0.27058 1 SILKY +{FIBROUS} 544 0.0917679 1 FIBROUS +VeilColor +Group Frequency Coverage Size Value list +{WHITE} 5781 0.975202 1 WHITE +{ORANGE, BROWN} 142 0.0239541 2 ORANGE BROWN +{YELLOW} 5 0.000843455 1 YELLOW * + +Cell frequencies + VeilColor +StalkSurfaceBelowRing {WHITE} {ORANGE, BROWN} {YELLOW} Total Coverage +{SMOOTH, SCALY} 3633 142 5 3780 0.637652 +{SILKY} 1604 0 0 1604 0.27058 +{FIBROUS} 544 0 0 544 0.0917679 +Total 5781 142 5 5928 +Coverage 0.975202 0.0239541 0.000843455 + +Cells 5 +Cell Id StalkSurfaceBelowRing VeilColor EDIBLE POISONOUS Interest Frequency Coverage +C2 {SILKY} {WHITE} 0.0617207 0.938279 0.704415 1604 0.27058 +C1 {SMOOTH, SCALY} {WHITE} 0.684283 0.315717 0.141557 3633 0.612854 +C3 {FIBROUS} {WHITE} 0.810662 0.189338 0.0762951 544 0.0917679 +C4 {SMOOTH, SCALY} {ORANGE, BROWN} 1 0 0.0745312 142 0.0239541 +C7 {SMOOTH, SCALY} {YELLOW} 0 1 0.00320178 5 0.000843455 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R30 +Variables + Type Name + Categorical GillSize + Categorical VeilColor + +Variables stats +GillSize +Group Frequency Coverage Size Value list +{BROAD} 4121 0.695175 1 BROAD +{NARROW} 1807 0.304825 1 NARROW * +VeilColor +Group Frequency Coverage Size Value list +{WHITE} 5781 0.975202 1 WHITE +{ORANGE} 147 0.0247976 3 ORANGE * + +Cell frequencies + VeilColor +GillSize {WHITE} {ORANGE} Total Coverage +{BROAD} 3979 142 4121 0.695175 +{NARROW} 1802 5 1807 0.304825 +Total 5781 147 5928 +Coverage 0.975202 0.0247976 + +Cells 4 +Cell Id GillSize VeilColor EDIBLE POISONOUS Interest Frequency Coverage +C2 {NARROW} {WHITE} 0.125416 0.874584 0.668344 1802 0.303981 +C1 {BROAD} {WHITE} 0.703694 0.296306 0.238531 3979 0.671221 +C3 {BROAD} {ORANGE} 1 0 0.0892893 142 0.0239541 +C4 {NARROW} {ORANGE} 0 1 0.00383577 5 0.000843455 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R31 +Variables + Type Name + Categorical GillColor + Categorical VeilColor + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{BROWN, PURPLE, BLACK} 1456 0.245614 3 BROWN PURPLE BLACK +{BUFF, YELLOW, ORANGE, ...} 1379 0.232625 4 BUFF YELLOW ORANGE GREEN * +{PINK} 1080 0.182186 1 PINK +{CHOCOLATE, GRAY} 1076 0.181511 2 CHOCOLATE GRAY +{WHITE} 872 0.147099 1 WHITE +{RED} 65 0.0109649 1 RED +VeilColor +Group Frequency Coverage Size Value list +{WHITE} 5781 0.975202 1 WHITE +{ORANGE, BROWN} 142 0.0239541 2 ORANGE BROWN +{YELLOW} 5 0.000843455 1 YELLOW * + +Cell frequencies + VeilColor +GillColor {WHITE} {ORANGE, BROWN} {YELLOW} Total Coverage +{BROWN, PURPLE, BLACK} 1414 42 0 1456 0.245614 +{BUFF, YELLOW, ORANGE, ...} 1277 100 2 1379 0.232625 +{PINK} 1080 0 0 1080 0.182186 +{CHOCOLATE, GRAY} 1076 0 0 1076 0.181511 +{WHITE} 869 0 3 872 0.147099 +{RED} 65 0 0 65 0.0109649 +Total 5781 142 5 5928 +Coverage 0.975202 0.0239541 0.000843455 + +Cells 10 +Cell Id GillColor VeilColor EDIBLE POISONOUS Interest Frequency Coverage +C2 {BUFF, YELLOW, ORANGE, ...} {WHITE} 0 1 0.557988 1277 0.215418 +C1 {BROWN, PURPLE, BLACK} {WHITE} 0.884724 0.115276 0.230403 1414 0.238529 +C5 {WHITE} {WHITE} 0.806674 0.193326 0.0805813 869 0.146592 +C4 {CHOCOLATE, GRAY} {WHITE} 0.335502 0.664498 0.0493214 1076 0.181511 +C8 {BUFF, YELLOW, ORANGE, ...} {ORANGE, BROWN} 1 0 0.0358148 100 0.0168691 +C6 {RED} {WHITE} 1 0 0.0232796 65 0.0109649 +C7 {BROWN, PURPLE, BLACK} {ORANGE, BROWN} 1 0 0.0150422 42 0.00708502 +C3 {PINK} {WHITE} 0.6 0.4 0.00538461 1080 0.182186 +C17 {WHITE} {YELLOW} 0 1 0.00131086 3 0.000506073 +C14 {BUFF, YELLOW, ORANGE, ...} {YELLOW} 0 1 0.000873905 2 0.000337382 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R32 +Variables + Type Name + Categorical CapShape + Categorical GillColor + +Variables stats +CapShape +Group Frequency Coverage Size Value list +{CONVEX} 2705 0.456309 1 CONVEX +{FLAT} 2298 0.387652 1 FLAT +{KNOBBED, BELL, SUNKEN} 923 0.155702 3 KNOBBED BELL SUNKEN +{CONICAL} 2 0.000337382 1 CONICAL * +GillColor +Group Frequency Coverage Size Value list +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{BROWN, BLACK, RED, ...} 1220 0.205803 4 BROWN BLACK RED ORANGE +{PINK} 1080 0.182186 1 PINK +{WHITE, YELLOW} 941 0.158738 2 WHITE YELLOW +{CHOCOLATE} 559 0.0942982 1 CHOCOLATE +{GRAY} 517 0.0872132 1 GRAY +{PURPLE} 352 0.0593792 1 PURPLE + +Cell frequencies + GillColor +CapShape {BUFF, GREEN} {BROWN, BLACK, RED, ...} {PINK} {WHITE, YELLOW} {CHOCOLATE} {GRAY} {PURPLE} Total Coverage +{CONVEX} 419 595 549 401 283 266 192 2705 0.456309 +{FLAT} 421 461 484 344 276 152 160 2298 0.387652 +{KNOBBED, BELL, SUNKEN} 419 164 47 194 0 99 0 923 0.155702 +{CONICAL} 0 0 0 2 0 0 0 2 0.000337382 +Total 1259 1220 1080 941 559 517 352 5928 +Coverage 0.212382 0.205803 0.182186 0.158738 0.0942982 0.0872132 0.0593792 + +Cells 20 +Cell Id CapShape GillColor EDIBLE POISONOUS Interest Frequency Coverage +C2 {FLAT} {BUFF, GREEN} 0 1 0.170988 421 0.0710189 +C1 {CONVEX} {BUFF, GREEN} 0 1 0.170176 419 0.0706815 +C3 {KNOBBED, BELL, SUNKEN} {BUFF, GREEN} 0 1 0.170176 419 0.0706815 +C5 {CONVEX} {BROWN, BLACK, RED, ...} 0.863866 0.136134 0.0782299 595 0.100371 +C6 {FLAT} {BROWN, BLACK, RED, ...} 0.900217 0.0997831 0.0773317 461 0.0777665 +C7 {KNOBBED, BELL, SUNKEN} {BROWN, BLACK, RED, ...} 1 0 0.0545953 164 0.0276653 +C26 {FLAT} {PURPLE} 1 0 0.0532637 160 0.0269906 +C22 {FLAT} {GRAY} 0.0394737 0.960526 0.0478678 152 0.025641 +C13 {CONVEX} {WHITE, YELLOW} 0.840399 0.159601 0.044651 401 0.0676451 +C23 {KNOBBED, BELL, SUNKEN} {GRAY} 0.929293 0.0707071 0.0200329 99 0.0167004 +C21 {CONVEX} {GRAY} 0.278195 0.721805 0.0190589 266 0.0448718 +C25 {CONVEX} {PURPLE} 0.8125 0.1875 0.0173269 192 0.0323887 +C15 {KNOBBED, BELL, SUNKEN} {WHITE, YELLOW} 0.809278 0.190722 0.0170698 194 0.032726 +C14 {FLAT} {WHITE, YELLOW} 0.744186 0.255814 0.0170377 344 0.0580297 +C11 {KNOBBED, BELL, SUNKEN} {PINK} 1 0 0.0156462 47 0.00792848 +C17 {CONVEX} {CHOCOLATE} 0.335689 0.664311 0.0120344 283 0.0477395 +C18 {FLAT} {CHOCOLATE} 0.34058 0.65942 0.0111562 276 0.0465587 +C9 {CONVEX} {PINK} 0.588342 0.411658 0.00171664 549 0.0926113 +C10 {FLAT} {PINK} 0.57438 0.42562 0.000829378 484 0.0816464 +C16 {CONICAL} {WHITE, YELLOW} 0 1 0.000812294 2 0.000337382 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R33 +Variables + Type Name + Categorical CapColor + Categorical Odor + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{BROWN, GRAY, RED, ...} 4237 0.714744 6 BROWN GRAY RED CINNAMON PURPLE GREEN * +{YELLOW} 733 0.12365 1 YELLOW +{WHITE} 731 0.123313 1 WHITE +{BUFF, PINK} 227 0.0382928 2 BUFF PINK +Odor +Group Frequency Coverage Size Value list +{NONE} 2686 0.453104 1 NONE +{FOUL, SPICY, FISHY, ...} 2677 0.451586 6 FOUL SPICY FISHY PUNGENT CREOSOTE MUSTY * +{ALMOND, ANISE} 565 0.0953104 2 ALMOND ANISE + +Cell frequencies + Odor +CapColor {NONE} {FOUL, SPICY, FISHY, ...} {ALMOND, ANISE} Total Coverage +{BROWN, GRAY, RED, ...} 2254 1918 65 4237 0.714744 +{YELLOW} 13 449 271 733 0.12365 +{WHITE} 310 192 229 731 0.123313 +{BUFF, PINK} 109 118 0 227 0.0382928 +Total 2686 2677 565 5928 +Coverage 0.453104 0.451586 0.0953104 + +Cells 11 +Cell Id CapColor Odor EDIBLE POISONOUS Interest Frequency Coverage +C5 {BROWN, GRAY, RED, ...} {FOUL, SPICY, FISHY, ...} 0 1 0.377992 1918 0.323549 +C1 {BROWN, GRAY, RED, ...} {NONE} 0.995563 0.00443656 0.347913 2254 0.380229 +C6 {YELLOW} {FOUL, SPICY, FISHY, ...} 0 1 0.0884873 449 0.0757422 +C10 {YELLOW} {ALMOND, ANISE} 1 0 0.0437756 271 0.0457152 +C7 {WHITE} {FOUL, SPICY, FISHY, ...} 0 1 0.0378387 192 0.0323887 +C11 {WHITE} {ALMOND, ANISE} 1 0 0.0369912 229 0.0386302 +C3 {WHITE} {NONE} 0.925806 0.0741935 0.0297663 310 0.0522942 +C8 {BUFF, PINK} {FOUL, SPICY, FISHY, ...} 0 1 0.023255 118 0.0199055 +C9 {BROWN, GRAY, RED, ...} {ALMOND, ANISE} 1 0 0.0104997 65 0.0109649 +C2 {YELLOW} {NONE} 0 1 0.00256199 13 0.00219298 +C4 {BUFF, PINK} {NONE} 0.66055 0.33945 0.00091934 109 0.0183873 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R34 +Variables + Type Name + Categorical RingType + Categorical VeilColor + +Variables stats +RingType +Group Frequency Coverage Size Value list +{PENDANT} 2787 0.470142 1 PENDANT +{EVANESCENT} 2183 0.368252 1 EVANESCENT +{LARGE, NONE} 921 0.155364 2 LARGE NONE * +{FLARING} 37 0.00624157 1 FLARING +VeilColor +Group Frequency Coverage Size Value list +{WHITE} 5781 0.975202 1 WHITE +{ORANGE, BROWN, YELLOW} 147 0.0247976 3 ORANGE BROWN YELLOW * + +Cell frequencies + VeilColor +RingType {WHITE} {ORANGE, BROWN, YELLOW} Total Coverage +{PENDANT} 2645 142 2787 0.470142 +{EVANESCENT} 2178 5 2183 0.368252 +{LARGE, NONE} 921 0 921 0.155364 +{FLARING} 37 0 37 0.00624157 +Total 5781 147 5928 +Coverage 0.975202 0.0247976 + +Cells 6 +Cell Id RingType VeilColor EDIBLE POISONOUS Interest Frequency Coverage +C3 {LARGE, NONE} {WHITE} 0 1 0.573804 921 0.155364 +C1 {PENDANT} {WHITE} 0.782609 0.217391 0.28664 2645 0.446188 +C5 {PENDANT} {ORANGE, BROWN, YELLOW} 1 0 0.0725138 142 0.0239541 +C2 {EVANESCENT} {WHITE} 0.421947 0.578053 0.0450327 2178 0.367409 +C4 {FLARING} {WHITE} 1 0 0.0188944 37 0.00624157 +C6 {EVANESCENT} {ORANGE, BROWN, YELLOW} 0 1 0.00311511 5 0.000843455 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R35 +Variables + Type Name + Categorical CapColor + Categorical GillSpacing + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{GRAY, WHITE} 2215 0.37365 2 GRAY WHITE +{BROWN, CINNAMON} 1656 0.279352 2 BROWN CINNAMON +{RED, PINK} 1171 0.197537 2 RED PINK +{YELLOW, BUFF} 863 0.14558 2 YELLOW BUFF +{PURPLE, GREEN} 23 0.00387989 2 PURPLE GREEN * +GillSpacing +Group Frequency Coverage Size Value list +{CLOSE} 4794 0.808704 1 CLOSE +{CROWDED} 1134 0.191296 1 CROWDED * + +Cell frequencies + GillSpacing +CapColor {CLOSE} {CROWDED} Total Coverage +{GRAY, WHITE} 1369 846 2215 0.37365 +{BROWN, CINNAMON} 1428 228 1656 0.279352 +{RED, PINK} 1147 24 1171 0.197537 +{YELLOW, BUFF} 827 36 863 0.14558 +{PURPLE, GREEN} 23 0 23 0.00387989 +Total 4794 1134 5928 +Coverage 0.808704 0.191296 + +Cells 9 +Cell Id CapColor GillSpacing EDIBLE POISONOUS Interest Frequency Coverage +C6 {GRAY, WHITE} {CROWDED} 0.94208 0.0579196 0.534474 846 0.142713 +C7 {BROWN, CINNAMON} {CROWDED} 1 0 0.218341 228 0.0384615 +C4 {YELLOW, BUFF} {CLOSE} 0.336155 0.663845 0.100684 827 0.139507 +C3 {RED, PINK} {CLOSE} 0.405405 0.594595 0.0585862 1147 0.193489 +C8 {RED, PINK} {CROWDED} 0 1 0.0280404 24 0.00404858 +C5 {PURPLE, GREEN} {CLOSE} 1 0 0.0220256 23 0.00387989 +C1 {GRAY, WHITE} {CLOSE} 0.47553 0.52447 0.014533 1369 0.230938 +C9 {YELLOW, BUFF} {CROWDED} 0.861111 0.138889 0.0133586 36 0.00607287 +C2 {BROWN, CINNAMON} {CLOSE} 0.486695 0.513305 0.00995781 1428 0.240891 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R36 +Variables + Type Name + Categorical Odor + Categorical VeilColor + +Variables stats +Odor +Group Frequency Coverage Size Value list +{NONE} 2686 0.453104 1 NONE +{FOUL, SPICY, FISHY, ...} 2677 0.451586 6 FOUL SPICY FISHY PUNGENT CREOSOTE MUSTY * +{ALMOND, ANISE} 565 0.0953104 2 ALMOND ANISE +VeilColor +Group Frequency Coverage Size Value list +{WHITE, ORANGE, BROWN} 5923 0.999157 3 WHITE ORANGE BROWN +{YELLOW} 5 0.000843455 1 YELLOW * + +Cell frequencies + VeilColor +Odor {WHITE, ORANGE, BROWN} {YELLOW} Total Coverage +{NONE} 2681 5 2686 0.453104 +{FOUL, SPICY, FISHY, ...} 2677 0 2677 0.451586 +{ALMOND, ANISE} 565 0 565 0.0953104 +Total 5923 5 5928 +Coverage 0.999157 0.000843455 + +Cells 4 +Cell Id Odor VeilColor EDIBLE POISONOUS Interest Frequency Coverage +C2 {FOUL, SPICY, FISHY, ...} {WHITE, ORANGE, BROWN} 0 1 0.546862 2677 0.451586 +C1 {NONE} {WHITE, ORANGE, BROWN} 0.970906 0.0290936 0.357513 2681 0.45226 +C3 {ALMOND, ANISE} {WHITE, ORANGE, BROWN} 1 0 0.0946033 565 0.0953104 +C4 {NONE} {YELLOW} 0 1 0.00102141 5 0.000843455 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R40 +Variables + Type Name + Categorical GillColor + Categorical StalkColorBelowRing + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{WHITE, PURPLE, YELLOW, ...} 1344 0.226721 4 WHITE PURPLE YELLOW ORANGE +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{BROWN, BLACK, RED} 1169 0.1972 3 BROWN BLACK RED +{PINK} 1080 0.182186 1 PINK +{CHOCOLATE, GRAY} 1076 0.181511 2 CHOCOLATE GRAY +StalkColorBelowRing +Group Frequency Coverage Size Value list +{WHITE} 3303 0.557186 1 WHITE +{PINK, ORANGE, RED} 1518 0.256073 3 PINK ORANGE RED +{BROWN, BUFF} 664 0.112011 2 BROWN BUFF +{GRAY} 394 0.0664642 1 GRAY +{CINNAMON, YELLOW} 49 0.00826586 2 CINNAMON YELLOW * + +Cell frequencies + StalkColorBelowRing +GillColor {WHITE} {PINK, ORANGE, RED} {BROWN, BUFF} {GRAY} {CINNAMON, YELLOW} Total Coverage +{WHITE, PURPLE, YELLOW, ...} 677 341 70 207 49 1344 0.226721 +{BUFF, GREEN} 642 617 0 0 0 1259 0.212382 +{BROWN, BLACK, RED} 909 167 0 93 0 1169 0.1972 +{PINK} 592 199 195 94 0 1080 0.182186 +{CHOCOLATE, GRAY} 483 194 399 0 0 1076 0.181511 +Total 3303 1518 664 394 49 5928 +Coverage 0.557186 0.256073 0.112011 0.0664642 0.00826586 + +Cells 17 +Cell Id GillColor StalkColorBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C2 {BUFF, GREEN} {WHITE} 0 1 0.189436 642 0.1083 +C7 {BUFF, GREEN} {PINK, ORANGE, RED} 0 1 0.182059 617 0.104082 +C15 {CHOCOLATE, GRAY} {BROWN, BUFF} 0 1 0.117734 399 0.0673077 +C3 {BROWN, BLACK, RED} {WHITE} 0.860286 0.139714 0.0847002 909 0.15334 +C6 {WHITE, PURPLE, YELLOW, ...} {PINK, ORANGE, RED} 1 0 0.0824727 341 0.0575236 +C14 {PINK} {BROWN, BUFF} 0 1 0.057539 195 0.0328947 +C10 {CHOCOLATE, GRAY} {PINK, ORANGE, RED} 0 1 0.0572439 194 0.032726 +C16 {WHITE, PURPLE, YELLOW, ...} {GRAY} 1 0 0.0500641 207 0.034919 +C8 {BROWN, BLACK, RED} {PINK, ORANGE, RED} 1 0 0.0403898 167 0.0281714 +C4 {PINK} {WHITE} 0.768581 0.231419 0.026851 592 0.099865 +C1 {WHITE, PURPLE, YELLOW, ...} {WHITE} 0.747415 0.252585 0.0251523 677 0.114204 +C19 {PINK} {GRAY} 1 0 0.0227344 94 0.015857 +C18 {BROWN, BLACK, RED} {GRAY} 1 0 0.0224925 93 0.0156883 +C5 {CHOCOLATE, GRAY} {WHITE} 0.747412 0.252588 0.0179442 483 0.0814777 +C21 {WHITE, PURPLE, YELLOW, ...} {CINNAMON, YELLOW} 0 1 0.0144585 49 0.00826586 +C11 {WHITE, PURPLE, YELLOW, ...} {BROWN, BUFF} 0.9 0.1 0.0085189 70 0.0118084 +C9 {PINK} {PINK, ORANGE, RED} 0.497487 0.502513 0.000209939 199 0.0335695 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R41 +Variables + Type Name + Categorical GillColor + Categorical RingType + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{PINK, GRAY, BLACK, ...} 2008 0.338731 4 PINK GRAY BLACK RED +{BUFF, YELLOW, ORANGE} 1361 0.229588 3 BUFF YELLOW ORANGE +{BROWN, PURPLE} 1110 0.187247 2 BROWN PURPLE +{WHITE} 872 0.147099 1 WHITE +{CHOCOLATE, GREEN} 577 0.0973347 2 CHOCOLATE GREEN * +RingType +Group Frequency Coverage Size Value list +{PENDANT} 2787 0.470142 1 PENDANT +{EVANESCENT, FLARING} 2220 0.374494 2 EVANESCENT FLARING +{LARGE, NONE} 921 0.155364 2 LARGE NONE * + +Cell frequencies + RingType +GillColor {PENDANT} {EVANESCENT, FLARING} {LARGE, NONE} Total Coverage +{PINK, GRAY, BLACK, ...} 977 445 586 2008 0.338731 +{BUFF, YELLOW, ORANGE} 100 1243 18 1361 0.229588 +{BROWN, PURPLE} 914 196 0 1110 0.187247 +{WHITE} 710 147 15 872 0.147099 +{CHOCOLATE, GREEN} 86 189 302 577 0.0973347 +Total 2787 2220 921 5928 +Coverage 0.470142 0.374494 0.155364 + +Cells 14 +Cell Id GillColor RingType EDIBLE POISONOUS Interest Frequency Coverage +C7 {BUFF, YELLOW, ORANGE} {EVANESCENT, FLARING} 0 1 0.339664 1243 0.209683 +C11 {PINK, GRAY, BLACK, ...} {LARGE, NONE} 0 1 0.160131 586 0.0988529 +C6 {PINK, GRAY, BLACK, ...} {EVANESCENT, FLARING} 1 0 0.0996705 445 0.0750675 +C3 {BROWN, PURPLE} {PENDANT} 0.870897 0.129103 0.084851 914 0.154184 +C15 {CHOCOLATE, GREEN} {LARGE, NONE} 0 1 0.0825249 302 0.0509447 +C8 {BROWN, PURPLE} {EVANESCENT, FLARING} 1 0 0.0438998 196 0.0330634 +C10 {CHOCOLATE, GREEN} {EVANESCENT, FLARING} 1 0 0.0423319 189 0.0318826 +C4 {WHITE} {PENDANT} 0.809859 0.190141 0.042225 710 0.119771 +C1 {PINK, GRAY, BLACK, ...} {PENDANT} 0.758444 0.241556 0.0373764 977 0.164811 +C5 {CHOCOLATE, GREEN} {PENDANT} 0 1 0.0235005 86 0.0145074 +C2 {BUFF, YELLOW, ORANGE} {PENDANT} 1 0 0.0223979 100 0.0168691 +C9 {WHITE} {EVANESCENT, FLARING} 0.857143 0.142857 0.0124097 147 0.0247976 +C12 {BUFF, YELLOW, ORANGE} {LARGE, NONE} 0 1 0.0049187 18 0.00303644 +C14 {WHITE} {LARGE, NONE} 0 1 0.00409892 15 0.00253036 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R42 +Variables + Type Name + Categorical GillColor + Categorical Habitat + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{BUFF, GRAY} 1758 0.296559 2 BUFF GRAY +{BROWN, PURPLE, BLACK, ...} 1507 0.254217 4 BROWN PURPLE BLACK ORANGE +{PINK} 1080 0.182186 1 PINK +{WHITE, RED} 937 0.158063 2 WHITE RED +{CHOCOLATE} 559 0.0942982 1 CHOCOLATE +{YELLOW, GREEN} 87 0.0146761 2 YELLOW GREEN * +Habitat +Group Frequency Coverage Size Value list +{WOODS} 2224 0.375169 1 WOODS +{GRASSES} 1684 0.284076 1 GRASSES +{PATHS, LEAVES} 1420 0.239541 2 PATHS LEAVES +{URBAN} 251 0.0423414 1 URBAN +{MEADOWS} 220 0.037112 1 MEADOWS +{WASTE} 129 0.0217611 1 WASTE * + +Cell frequencies + Habitat +GillColor {WOODS} {GRASSES} {PATHS, LEAVES} {URBAN} {MEADOWS} {WASTE} Total Coverage +{BUFF, GRAY} 544 206 935 17 56 0 1758 0.296559 +{BROWN, PURPLE, BLACK, ...} 699 520 112 79 97 0 1507 0.254217 +{PINK} 453 428 126 73 0 0 1080 0.182186 +{WHITE, RED} 385 210 106 50 57 129 937 0.158063 +{CHOCOLATE} 125 312 90 32 0 0 559 0.0942982 +{YELLOW, GREEN} 18 8 51 0 10 0 87 0.0146761 +Total 2224 1684 1420 251 220 129 5928 +Coverage 0.375169 0.284076 0.239541 0.0423414 0.037112 0.0217611 + +Cells 28 +Cell Id GillColor Habitat EDIBLE POISONOUS Interest Frequency Coverage +C13 {BUFF, GRAY} {PATHS, LEAVES} 0 1 0.312133 935 0.157726 +C1 {BUFF, GRAY} {WOODS} 0 1 0.181605 544 0.0917679 +C2 {BROWN, PURPLE, BLACK, ...} {WOODS} 0.901288 0.0987124 0.097054 699 0.117915 +C8 {BROWN, PURPLE, BLACK, ...} {GRASSES} 0.909615 0.0903846 0.0762128 520 0.0877193 +C4 {WHITE, RED} {WOODS} 0.914286 0.0857143 0.0581542 385 0.064946 +C34 {WHITE, RED} {WASTE} 1 0 0.0352977 129 0.0217611 +C14 {BROWN, PURPLE, BLACK, ...} {PATHS, LEAVES} 1 0 0.0306461 112 0.0188934 +C17 {CHOCOLATE} {PATHS, LEAVES} 0 1 0.0300449 90 0.0151822 +C26 {BROWN, PURPLE, BLACK, ...} {MEADOWS} 1 0 0.0265417 97 0.016363 +C5 {CHOCOLATE} {WOODS} 0.088 0.912 0.0248062 125 0.0210864 +C16 {WHITE, RED} {PATHS, LEAVES} 0.924528 0.0754717 0.0171004 106 0.0178812 +C22 {WHITE, RED} {URBAN} 0 1 0.0166916 50 0.00843455 +C3 {PINK} {WOODS} 0.724062 0.275938 0.0149462 453 0.076417 +C15 {PINK} {PATHS, LEAVES} 0.18254 0.81746 0.0145298 126 0.0212551 +C23 {CHOCOLATE} {URBAN} 0 1 0.0106826 32 0.00539811 +C18 {YELLOW, GREEN} {PATHS, LEAVES} 0.960784 0.0392157 0.0103907 51 0.00860324 +C25 {BUFF, GRAY} {MEADOWS} 0.875 0.125 0.00653065 56 0.00944669 +C6 {YELLOW, GREEN} {WOODS} 0 1 0.00600898 18 0.00303644 +C28 {WHITE, RED} {MEADOWS} 0.842105 0.157895 0.00528179 57 0.00961538 +C9 {PINK} {GRASSES} 0.649533 0.350467 0.00507816 428 0.0721997 +C21 {PINK} {URBAN} 0.260274 0.739726 0.00494847 73 0.0123144 +C19 {BUFF, GRAY} {URBAN} 1 0 0.00465163 17 0.00286775 +C30 {YELLOW, GREEN} {MEADOWS} 0 1 0.00333832 10 0.00168691 +C10 {WHITE, RED} {GRASSES} 0.661905 0.338095 0.00306622 210 0.0354251 +C12 {YELLOW, GREEN} {GRASSES} 0 1 0.00267066 8 0.00134953 +C20 {BROWN, PURPLE, BLACK, ...} {URBAN} 0.405063 0.594937 0.00115912 79 0.0133266 +C11 {CHOCOLATE} {GRASSES} 0.570513 0.429487 0.000358317 312 0.0526316 +C7 {BUFF, GRAY} {GRASSES} 0.514563 0.485437 7.11164e-05 206 0.0347503 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R43 +Variables + Type Name + Categorical GillColor + Categorical Population + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{WHITE, BROWN} 1630 0.274966 2 WHITE BROWN +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{PINK} 1080 0.182186 1 PINK +{CHOCOLATE, GRAY} 1076 0.181511 2 CHOCOLATE GRAY +{PURPLE} 352 0.0593792 1 PURPLE +{BLACK} 346 0.0583671 1 BLACK +{RED, ORANGE} 116 0.0195682 2 RED ORANGE +{YELLOW} 69 0.0116397 1 YELLOW +Population +Group Frequency Coverage Size Value list +{SEVERAL} 2890 0.487517 1 SEVERAL +{SCATTERED, CLUSTERED} 1210 0.204116 2 SCATTERED CLUSTERED * +{SOLITARY} 1178 0.198718 1 SOLITARY +{ABUNDANT, NUMEROUS} 650 0.109649 2 ABUNDANT NUMEROUS + +Cell frequencies + Population +GillColor {SEVERAL} {SCATTERED, CLUSTERED} {SOLITARY} {ABUNDANT, NUMEROUS} Total Coverage +{WHITE, BROWN} 594 445 368 223 1630 0.274966 +{BUFF, GREEN} 1259 0 0 0 1259 0.212382 +{PINK} 403 212 335 130 1080 0.182186 +{CHOCOLATE, GRAY} 379 228 311 158 1076 0.181511 +{PURPLE} 178 18 156 0 352 0.0593792 +{BLACK} 31 168 8 139 346 0.0583671 +{RED, ORANGE} 23 93 0 0 116 0.0195682 +{YELLOW} 23 46 0 0 69 0.0116397 +Total 2890 1210 1178 650 5928 +Coverage 0.487517 0.204116 0.198718 0.109649 + +Cells 24 +Cell Id GillColor Population EDIBLE POISONOUS Interest Frequency Coverage +C2 {BUFF, GREEN} {SEVERAL} 0 1 0.390285 1259 0.212382 +C4 {CHOCOLATE, GRAY} {SEVERAL} 0.0290237 0.970976 0.0966893 379 0.0639339 +C17 {WHITE, BROWN} {SOLITARY} 1 0 0.0935045 368 0.0620783 +C20 {CHOCOLATE, GRAY} {SOLITARY} 0.0546624 0.945338 0.0687195 311 0.0524629 +C25 {WHITE, BROWN} {ABUNDANT, NUMEROUS} 1 0 0.0566617 223 0.0376181 +C28 {CHOCOLATE, GRAY} {ABUNDANT, NUMEROUS} 1 0 0.040146 158 0.0266532 +C21 {PURPLE} {SOLITARY} 1 0 0.0396378 156 0.0263158 +C30 {BLACK} {ABUNDANT, NUMEROUS} 1 0 0.0353183 139 0.023448 +C27 {PINK} {ABUNDANT, NUMEROUS} 1 0 0.0330315 130 0.0219298 +C1 {WHITE, BROWN} {SEVERAL} 0.765993 0.234007 0.0276467 594 0.100202 +C15 {RED, ORANGE} {SCATTERED, CLUSTERED} 1 0 0.0236302 93 0.0156883 +C5 {PURPLE} {SEVERAL} 0.898876 0.101124 0.0225915 178 0.030027 +C14 {BLACK} {SCATTERED, CLUSTERED} 0.863095 0.136905 0.0167697 168 0.0283401 +C9 {WHITE, BROWN} {SCATTERED, CLUSTERED} 0.74382 0.25618 0.016761 445 0.0750675 +C12 {CHOCOLATE, GRAY} {SCATTERED, CLUSTERED} 0.767544 0.232456 0.0107627 228 0.0384615 +C7 {RED, ORANGE} {SEVERAL} 1 0 0.00584403 23 0.00387989 +C8 {YELLOW} {SEVERAL} 1 0 0.00584403 23 0.00387989 +C13 {PURPLE} {SCATTERED, CLUSTERED} 0 1 0.00557993 18 0.00303644 +C11 {PINK} {SCATTERED, CLUSTERED} 0.688679 0.311321 0.00424296 212 0.0357625 +C3 {PINK} {SEVERAL} 0.449132 0.550868 0.0023813 403 0.0679825 +C22 {BLACK} {SOLITARY} 1 0 0.00203271 8 0.00134953 +C6 {BLACK} {SEVERAL} 0.290323 0.709677 0.00153351 31 0.00522942 +C19 {PINK} {SOLITARY} 0.570149 0.429851 0.000350083 335 0.0565115 +C16 {YELLOW} {SCATTERED, CLUSTERED} 0.565217 0.434783 3.56941e-05 46 0.00775978 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R44 +Variables + Type Name + Categorical GillColor + Categorical StalkColorAboveRing + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{WHITE, PURPLE, YELLOW, ...} 1344 0.226721 4 WHITE PURPLE YELLOW ORANGE +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{BROWN, BLACK, RED} 1169 0.1972 3 BROWN BLACK RED +{PINK} 1080 0.182186 1 PINK +{CHOCOLATE, GRAY} 1076 0.181511 2 CHOCOLATE GRAY +StalkColorAboveRing +Group Frequency Coverage Size Value list +{WHITE} 3361 0.56697 1 WHITE +{PINK} 1314 0.22166 1 PINK +{GRAY, ORANGE, RED} 615 0.103745 3 GRAY ORANGE RED +{BROWN, BUFF} 600 0.101215 2 BROWN BUFF +{CINNAMON, YELLOW} 38 0.00641026 2 CINNAMON YELLOW * + +Cell frequencies + StalkColorAboveRing +GillColor {WHITE} {PINK} {GRAY, ORANGE, RED} {BROWN, BUFF} {CINNAMON, YELLOW} Total Coverage +{WHITE, PURPLE, YELLOW, ...} 745 208 343 10 38 1344 0.226721 +{BUFF, GREEN} 639 620 0 0 0 1259 0.212382 +{BROWN, BLACK, RED} 901 94 174 0 0 1169 0.1972 +{PINK} 593 195 98 194 0 1080 0.182186 +{CHOCOLATE, GRAY} 483 197 0 396 0 1076 0.181511 +Total 3361 1314 615 600 38 5928 +Coverage 0.56697 0.22166 0.103745 0.101215 0.00641026 + +Cells 17 +Cell Id GillColor StalkColorAboveRing EDIBLE POISONOUS Interest Frequency Coverage +C2 {BUFF, GREEN} {WHITE} 0 1 0.189481 639 0.107794 +C7 {BUFF, GREEN} {PINK} 0 1 0.183847 620 0.104588 +C20 {CHOCOLATE, GRAY} {BROWN, BUFF} 0 1 0.117425 396 0.0668016 +C3 {BROWN, BLACK, RED} {WHITE} 0.859046 0.140954 0.0836431 901 0.151991 +C11 {WHITE, PURPLE, YELLOW, ...} {GRAY, ORANGE, RED} 1 0 0.0833658 343 0.057861 +C10 {CHOCOLATE, GRAY} {PINK} 0 1 0.058416 197 0.0332321 +C19 {PINK} {BROWN, BUFF} 0 1 0.0575264 194 0.032726 +C6 {WHITE, PURPLE, YELLOW, ...} {PINK} 1 0 0.0505542 208 0.0350877 +C13 {BROWN, BLACK, RED} {GRAY, ORANGE, RED} 1 0 0.0422905 174 0.0293522 +C1 {WHITE, PURPLE, YELLOW, ...} {WHITE} 0.746309 0.253691 0.0275135 745 0.125675 +C4 {PINK} {WHITE} 0.768971 0.231029 0.0271245 593 0.100034 +C14 {PINK} {GRAY, ORANGE, RED} 1 0 0.0238188 98 0.0165317 +C8 {BROWN, BLACK, RED} {PINK} 1 0 0.0228466 94 0.015857 +C5 {CHOCOLATE, GRAY} {WHITE} 0.747412 0.252588 0.0180327 483 0.0814777 +C21 {WHITE, PURPLE, YELLOW, ...} {CINNAMON, YELLOW} 0 1 0.0112681 38 0.00641026 +C16 {WHITE, PURPLE, YELLOW, ...} {BROWN, BUFF} 1 0 0.00243049 10 0.00168691 +C9 {PINK} {PINK} 0.482051 0.517949 0.000415499 195 0.0328947 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R45 +Variables + Type Name + Categorical Bruise + Categorical GillColor + +Variables stats +Bruise +Group Frequency Coverage Size Value list +{NO} 3568 0.601889 1 NO +{BRUISES} 2360 0.398111 1 BRUISES * +GillColor +Group Frequency Coverage Size Value list +{BUFF} 1241 0.209345 1 BUFF +{PINK} 1080 0.182186 1 PINK +{WHITE, YELLOW} 941 0.158738 2 WHITE YELLOW +{BROWN} 758 0.127868 1 BROWN +{CHOCOLATE, GREEN} 577 0.0973347 2 CHOCOLATE GREEN * +{GRAY} 517 0.0872132 1 GRAY +{PURPLE, RED} 417 0.0703441 2 PURPLE RED +{BLACK, ORANGE} 397 0.0669703 2 BLACK ORANGE + +Cell frequencies + GillColor +Bruise {BUFF} {PINK} {WHITE, YELLOW} {BROWN} {CHOCOLATE, GREEN} {GRAY} {PURPLE, RED} {BLACK, ORANGE} Total Coverage +{NO} 1241 610 244 277 491 410 45 250 3568 0.601889 +{BRUISES} 0 470 697 481 86 107 372 147 2360 0.398111 +Total 1241 1080 941 758 577 517 417 397 5928 +Coverage 0.209345 0.182186 0.158738 0.127868 0.0973347 0.0872132 0.0703441 0.0669703 + +Cells 15 +Cell Id Bruise GillColor EDIBLE POISONOUS Interest Frequency Coverage +C1 {NO} {BUFF} 0 1 0.474767 1241 0.209345 +C14 {BRUISES} {PURPLE, RED} 1 0 0.116649 372 0.062753 +C15 {NO} {BLACK, ORANGE} 1 0 0.0783929 250 0.0421727 +C8 {BRUISES} {BROWN} 0.898129 0.101871 0.0749719 481 0.0811404 +C6 {BRUISES} {WHITE, YELLOW} 0.806313 0.193687 0.056425 697 0.117578 +C11 {NO} {GRAY} 0.2 0.8 0.0485215 410 0.0691633 +C7 {NO} {BROWN} 0.880866 0.119134 0.0385117 277 0.0467274 +C10 {BRUISES} {CHOCOLATE, GREEN} 0 1 0.0329008 86 0.0145074 +C4 {BRUISES} {PINK} 0.776596 0.223404 0.0296843 470 0.0792848 +C5 {NO} {WHITE, YELLOW} 0.770492 0.229508 0.0145977 244 0.0411606 +C12 {BRUISES} {GRAY} 0.841121 0.158879 0.0112817 107 0.0180499 +C9 {NO} {CHOCOLATE, GREEN} 0.384929 0.615071 0.0110477 491 0.0828273 +C13 {NO} {PURPLE, RED} 0.2 0.8 0.00532553 45 0.00759109 +C16 {BRUISES} {BLACK, ORANGE} 0.693878 0.306122 0.00388635 147 0.0247976 +C3 {NO} {PINK} 0.463934 0.536066 0.00303751 610 0.102901 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R46 +Variables + Type Name + Categorical GillColor + Categorical StalkSurfaceBelowRing + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{PINK, GRAY} 1597 0.269399 2 PINK GRAY +{BROWN, PURPLE, BLACK} 1456 0.245614 3 BROWN PURPLE BLACK +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{WHITE} 872 0.147099 1 WHITE +{CHOCOLATE} 559 0.0942982 1 CHOCOLATE +{YELLOW, RED, ORANGE} 185 0.0312078 3 YELLOW RED ORANGE +StalkSurfaceBelowRing +Group Frequency Coverage Size Value list +{SMOOTH} 3587 0.605094 1 SMOOTH +{SILKY} 1604 0.27058 1 SILKY +{FIBROUS} 544 0.0917679 1 FIBROUS +{SCALY} 193 0.0325574 1 SCALY * + +Cell frequencies + StalkSurfaceBelowRing +GillColor {SMOOTH} {SILKY} {FIBROUS} {SCALY} Total Coverage +{PINK, GRAY} 756 649 147 45 1597 0.269399 +{BROWN, PURPLE, BLACK} 1230 0 191 35 1456 0.245614 +{BUFF, GREEN} 642 617 0 0 1259 0.212382 +{WHITE} 675 36 68 93 872 0.147099 +{CHOCOLATE} 119 302 138 0 559 0.0942982 +{YELLOW, RED, ORANGE} 165 0 0 20 185 0.0312078 +Total 3587 1604 544 193 5928 +Coverage 0.605094 0.27058 0.0917679 0.0325574 + +Cells 18 +Cell Id GillColor StalkSurfaceBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C3 {BUFF, GREEN} {SMOOTH} 0 1 0.204744 642 0.1083 +C9 {BUFF, GREEN} {SILKY} 0 1 0.196772 617 0.104082 +C2 {BROWN, PURPLE, BLACK} {SMOOTH} 0.86748 0.13252 0.130185 1230 0.20749 +C7 {PINK, GRAY} {SILKY} 0.0970724 0.902928 0.117092 649 0.10948 +C11 {CHOCOLATE} {SILKY} 0 1 0.0963128 302 0.0509447 +C4 {WHITE} {SMOOTH} 0.848889 0.151111 0.0627366 675 0.113866 +C14 {BROWN, PURPLE, BLACK} {FIBROUS} 1 0 0.0499274 191 0.03222 +C1 {PINK, GRAY} {SMOOTH} 0.792328 0.207672 0.0455303 756 0.12753 +C6 {YELLOW, RED, ORANGE} {SMOOTH} 1 0 0.043131 165 0.027834 +C19 {PINK, GRAY} {SCALY} 1 0 0.011763 45 0.00759109 +C10 {WHITE} {SILKY} 1 0 0.0094104 36 0.00607287 +C20 {BROWN, PURPLE, BLACK} {SCALY} 1 0 0.009149 35 0.00590418 +C13 {PINK, GRAY} {FIBROUS} 0.768707 0.231293 0.00721442 147 0.0247976 +C24 {YELLOW, RED, ORANGE} {SCALY} 0 1 0.00637833 20 0.00337382 +C17 {CHOCOLATE} {FIBROUS} 0.73913 0.26087 0.0051001 138 0.0232794 +C5 {CHOCOLATE} {SMOOTH} 0.731092 0.268908 0.0040456 119 0.0200742 +C22 {WHITE} {SCALY} 0.612903 0.387097 0.000485891 93 0.0156883 +C16 {WHITE} {FIBROUS} 0.514706 0.485294 2.21052e-05 68 0.011471 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R47 +Variables + Type Name + Categorical GillColor + Categorical StalkSurfaceAboveRing + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{WHITE, PURPLE} 1224 0.206478 2 WHITE PURPLE +{BROWN, BLACK} 1104 0.186235 2 BROWN BLACK +{PINK} 1080 0.182186 1 PINK +{CHOCOLATE} 559 0.0942982 1 CHOCOLATE +{GRAY} 517 0.0872132 1 GRAY +{YELLOW, RED, ORANGE} 185 0.0312078 3 YELLOW RED ORANGE +StalkSurfaceAboveRing +Group Frequency Coverage Size Value list +{SMOOTH} 3753 0.633097 1 SMOOTH +{SILKY, SCALY} 1668 0.281377 2 SILKY SCALY * +{FIBROUS} 507 0.0855263 1 FIBROUS + +Cell frequencies + StalkSurfaceAboveRing +GillColor {SMOOTH} {SILKY, SCALY} {FIBROUS} Total Coverage +{BUFF, GREEN} 643 616 0 1259 0.212382 +{WHITE, PURPLE} 1087 77 60 1224 0.206478 +{BROWN, BLACK} 913 0 191 1104 0.186235 +{PINK} 617 329 134 1080 0.182186 +{CHOCOLATE} 135 302 122 559 0.0942982 +{GRAY} 193 324 0 517 0.0872132 +{YELLOW, RED, ORANGE} 165 20 0 185 0.0312078 +Total 3753 1668 507 5928 +Coverage 0.633097 0.281377 0.0855263 + +Cells 17 +Cell Id GillColor StalkSurfaceAboveRing EDIBLE POISONOUS Interest Frequency Coverage +C1 {BUFF, GREEN} {SMOOTH} 0 1 0.205876 643 0.108468 +C8 {BUFF, GREEN} {SILKY, SCALY} 0 1 0.197231 616 0.103914 +C2 {WHITE, PURPLE} {SMOOTH} 0.873045 0.126955 0.119979 1087 0.183367 +C12 {CHOCOLATE} {SILKY, SCALY} 0 1 0.0966943 302 0.0509447 +C3 {BROWN, BLACK} {SMOOTH} 0.860898 0.139102 0.0927058 913 0.154015 +C11 {PINK} {SILKY, SCALY} 0.103343 0.896657 0.0575769 329 0.0554993 +C13 {GRAY} {SILKY, SCALY} 0.101852 0.898148 0.0571687 324 0.0546559 +C4 {PINK} {SMOOTH} 0.837925 0.162075 0.0531926 617 0.104082 +C17 {BROWN, BLACK} {FIBROUS} 1 0 0.0501252 191 0.03222 +C7 {YELLOW, RED, ORANGE} {SMOOTH} 1 0 0.0433019 165 0.027834 +C14 {YELLOW, RED, ORANGE} {SILKY, SCALY} 0 1 0.0064036 20 0.00337382 +C5 {CHOCOLATE} {SMOOTH} 0.755556 0.244444 0.00588828 135 0.0227733 +C6 {GRAY} {SMOOTH} 0.720207 0.279793 0.00585276 193 0.0325574 +C18 {PINK} {FIBROUS} 0.723881 0.276119 0.00423196 134 0.0226046 +C19 {CHOCOLATE} {FIBROUS} 0.713115 0.286885 0.00341333 122 0.0205803 +C16 {WHITE, PURPLE} {FIBROUS} 0.45 0.55 0.000358756 60 0.0101215 +C9 {WHITE, PURPLE} {SILKY, SCALY} 0.532468 0.467532 2.45231e-07 77 0.0129892 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R48 +Variables + Type Name + Categorical GillColor + Categorical GillSize + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{BROWN, PURPLE, BLACK, ...} 1572 0.265182 5 BROWN PURPLE BLACK RED ORANGE +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{PINK, YELLOW} 1149 0.193826 2 PINK YELLOW +{WHITE} 872 0.147099 1 WHITE +{CHOCOLATE} 559 0.0942982 1 CHOCOLATE +{GRAY} 517 0.0872132 1 GRAY +GillSize +Group Frequency Coverage Size Value list +{BROAD} 4121 0.695175 1 BROAD +{NARROW} 1807 0.304825 1 NARROW * + +Cell frequencies + GillSize +GillColor {BROAD} {NARROW} Total Coverage +{BROWN, PURPLE, BLACK, ...} 1344 228 1572 0.265182 +{BUFF, GREEN} 18 1241 1259 0.212382 +{PINK, YELLOW} 1029 120 1149 0.193826 +{WHITE} 719 153 872 0.147099 +{CHOCOLATE} 548 11 559 0.0942982 +{GRAY} 463 54 517 0.0872132 +Total 4121 1807 5928 +Coverage 0.695175 0.304825 + +Cells 12 +Cell Id GillColor GillSize EDIBLE POISONOUS Interest Frequency Coverage +C8 {BUFF, GREEN} {NARROW} 0 1 0.446057 1241 0.209345 +C1 {BROWN, PURPLE, BLACK, ...} {BROAD} 1 0 0.395955 1344 0.226721 +C4 {WHITE} {BROAD} 0.859527 0.140473 0.0811793 719 0.121289 +C5 {CHOCOLATE} {BROAD} 0.324818 0.675182 0.02299 548 0.0924426 +C6 {GRAY} {BROAD} 0.334773 0.665227 0.0175883 463 0.0781039 +C7 {BROWN, PURPLE, BLACK, ...} {NARROW} 0.285088 0.714912 0.0136635 228 0.0384615 +C3 {PINK, YELLOW} {BROAD} 0.628766 0.371234 0.00878569 1029 0.173583 +C2 {BUFF, GREEN} {BROAD} 0 1 0.0064698 18 0.00303644 +C11 {CHOCOLATE} {NARROW} 1 0 0.0032407 11 0.0018556 +C12 {GRAY} {NARROW} 0.314815 0.685185 0.0024921 54 0.00910931 +C9 {PINK, YELLOW} {NARROW} 0.416667 0.583333 0.0015695 120 0.0202429 +C10 {WHITE} {NARROW} 0.542484 0.457516 9.42355e-06 153 0.0258097 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R49 +Variables + Type Name + Categorical GillColor + Categorical SporePrintColor + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{PINK, BROWN, BLACK, ...} 2249 0.379386 4 PINK BROWN BLACK RED +{BUFF, CHOCOLATE, YELLOW, ...} 1920 0.323887 4 BUFF CHOCOLATE YELLOW ORANGE +{WHITE} 872 0.147099 1 WHITE +{GRAY, GREEN} 535 0.0902497 2 GRAY GREEN * +{PURPLE} 352 0.0593792 1 PURPLE +SporePrintColor +Group Frequency Coverage Size Value list +{BROWN, BLACK, BUFF, ...} 3000 0.506073 5 BROWN BLACK BUFF ORANGE YELLOW * +{WHITE, PURPLE} 1745 0.294366 2 WHITE PURPLE +{CHOCOLATE, GREEN} 1183 0.199561 2 CHOCOLATE GREEN + +Cell frequencies + SporePrintColor +GillColor {BROWN, BLACK, BUFF, ...} {WHITE, PURPLE} {CHOCOLATE, GREEN} Total Coverage +{PINK, BROWN, BLACK, ...} 1722 155 372 2249 0.379386 +{BUFF, CHOCOLATE, YELLOW, ...} 278 1261 381 1920 0.323887 +{WHITE} 513 264 95 872 0.147099 +{GRAY, GREEN} 144 65 326 535 0.0902497 +{PURPLE} 343 0 9 352 0.0593792 +Total 3000 1745 1183 5928 +Coverage 0.506073 0.294366 0.199561 + +Cells 14 +Cell Id GillColor SporePrintColor EDIBLE POISONOUS Interest Frequency Coverage +C7 {BUFF, CHOCOLATE, YELLOW, ...} {WHITE, PURPLE} 0 1 0.3316 1261 0.212719 +C1 {PINK, BROWN, BLACK, ...} {BROWN, BLACK, BUFF, ...} 0.88676 0.11324 0.171167 1722 0.290486 +C14 {GRAY, GREEN} {CHOCOLATE, GREEN} 0 1 0.085727 326 0.0549933 +C11 {PINK, BROWN, BLACK, ...} {CHOCOLATE, GREEN} 0.0215054 0.978495 0.084156 372 0.062753 +C12 {BUFF, CHOCOLATE, YELLOW, ...} {CHOCOLATE, GREEN} 0.0288714 0.971129 0.0825261 381 0.0642713 +C3 {WHITE} {BROWN, BLACK, BUFF, ...} 0.91423 0.08577 0.0610174 513 0.0865385 +C2 {BUFF, CHOCOLATE, YELLOW, ...} {BROWN, BLACK, BUFF, ...} 1 0 0.0599202 278 0.0468961 +C5 {PURPLE} {BROWN, BLACK, BUFF, ...} 0.895044 0.104956 0.0360124 343 0.057861 +C6 {PINK, BROWN, BLACK, ...} {WHITE, PURPLE} 1 0 0.0334087 155 0.0261471 +C8 {WHITE} {WHITE, PURPLE} 0.844697 0.155303 0.0196339 264 0.0445344 +C13 {WHITE} {CHOCOLATE, GREEN} 0.0947368 0.905263 0.0143145 95 0.0160256 +C9 {GRAY, GREEN} {WHITE, PURPLE} 1 0 0.0140101 65 0.0109649 +C4 {GRAY, GREEN} {BROWN, BLACK, BUFF, ...} 0.743056 0.256944 0.00456585 144 0.0242915 +C15 {PURPLE} {CHOCOLATE, GREEN} 1 0 0.00193986 9 0.00151822 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R50 +Variables + Type Name + Categorical GillColor + Categorical Odor + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{BUFF, PINK, BROWN, ...} 4452 0.751012 8 BUFF PINK BROWN CHOCOLATE PURPLE BLACK RED ORANGE +{WHITE, GRAY, YELLOW} 1458 0.245951 3 WHITE GRAY YELLOW +{GREEN} 18 0.00303644 1 GREEN * +Odor +Group Frequency Coverage Size Value list +{NONE} 2686 0.453104 1 NONE +{FOUL, SPICY, FISHY, ...} 2677 0.451586 6 FOUL SPICY FISHY PUNGENT CREOSOTE MUSTY * +{ALMOND, ANISE} 565 0.0953104 2 ALMOND ANISE + +Cell frequencies + Odor +GillColor {NONE} {FOUL, SPICY, FISHY, ...} {ALMOND, ANISE} Total Coverage +{BUFF, PINK, BROWN, ...} 1934 2206 312 4452 0.751012 +{WHITE, GRAY, YELLOW} 734 471 253 1458 0.245951 +{GREEN} 18 0 0 18 0.00303644 +Total 2686 2677 565 5928 +Coverage 0.453104 0.451586 0.0953104 + +Cells 7 +Cell Id GillColor Odor EDIBLE POISONOUS Interest Frequency Coverage +C4 {BUFF, PINK, BROWN, ...} {FOUL, SPICY, FISHY, ...} 0 1 0.435161 2206 0.372132 +C1 {BUFF, PINK, BROWN, ...} {NONE} 1 0 0.312701 1934 0.326248 +C5 {WHITE, GRAY, YELLOW} {FOUL, SPICY, FISHY, ...} 0 1 0.0929107 471 0.0794534 +C2 {WHITE, GRAY, YELLOW} {NONE} 0.911444 0.0885559 0.0643237 734 0.123819 +C7 {BUFF, PINK, BROWN, ...} {ALMOND, ANISE} 1 0 0.0504461 312 0.0526316 +C8 {WHITE, GRAY, YELLOW} {ALMOND, ANISE} 1 0 0.0409066 253 0.0426788 +C3 {GREEN} {NONE} 0 1 0.00355073 18 0.00303644 + Total 0.534413 0.465587 1 5928 1 diff --git a/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/Var3All_PreparationReport.xls b/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/Var3All_PreparationReport.xls new file mode 100644 index 000000000..d1a5ccb50 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/Var3All_PreparationReport.xls @@ -0,0 +1,633 @@ +#Khiops 10.1.5 +Descriptive statistics + + +Problem description +Short description + +Dictionary Mushroom +Variables + Categorical 23 + Total 23 + +Database ../../../datasets/Mushroom/Mushroom.txt +Sample percentage 70 +Sampling mode Include sample +Selection variable +Selection value +Instances 5928 + +Learning task Classification analysis + +Target variable Categorical Class + +Target variable stats +Value Frequency Coverage +EDIBLE 3168 0.534413 +POISONOUS 2760 0.465587 + +Evaluated variables 22 +Informative variables 21 + +Max number of constructed variables 0 +Max number of trees 0 +Max number of variable pairs 50 +Discretization MODL +Value grouping MODL + +Null model + Constr. cost 0.693147 + Prep. cost 8.68761 + Data cost 4090.36 + + +Categorical variables statistics + +Rank Name Level Groups Values Mode Mode coverage Constr. cost Prep. cost Data cost +R01 Odor 0.900798 3 9 NONE 0.453104 3.82864 35.694 367.179 +R02 SporePrintColor 0.47984 4 9 WHITE 0.28863 3.82864 43.8179 2084.87 +R03 GillColor 0.402066 6 12 BUFF 0.209345 3.82864 63.2207 2384.32 +R04 StalkSurfaceAboveRing 0.285867 3 4 SMOOTH 0.633097 3.82864 28.5617 2895.37 +R05 RingType 0.283664 4 5 PENDANT 0.470142 3.82864 36.5603 2896.4 +R06 StalkSurfaceBelowRing 0.272744 3 4 SMOOTH 0.605094 3.82864 28.6051 2949.13 +R07 StalkColorAboveRing 0.245938 5 9 WHITE 0.56697 3.82864 50.6463 3036.98 +R08 GillSize 0.228924 2 2 BROAD 0.695175 3.82864 17.2546 3140.12 +R09 StalkColorBelowRing 0.223656 5 9 WHITE 0.557186 3.82864 50.8241 3128.16 +R10 Population 0.20956 5 6 SEVERAL 0.487517 3.82864 45.3128 3191.45 +R11 Bruise 0.158096 2 2 NO 0.601889 3.82864 17.3774 3430.38 +R12 Habitat 0.155388 6 7 WOODS 0.375169 3.82864 52.3352 3406.52 +R13 StalkRoot 0.143978 5 5 BULBOUS 0.446862 3.82864 42.5668 3463.07 +R14 GillSpacing 0.125243 2 2 CLOSE 0.808704 3.82864 16.9402 3565.51 +R15 CapShape 0.0418307 3 6 CONVEX 0.456309 3.82864 31.4583 3892.96 +R16 CapColor 0.0368621 5 10 BROWN 0.273954 3.82864 51.3578 3893.43 +R17 RingNumber 0.0288836 3 3 ONE 0.925101 3.82864 23.682 3953.81 +R18 CapSurface 0.0287294 2 4 SCALY 0.384953 3.82864 19.8392 3958.29 +R19 VeilColor 0.0186198 3 4 WHITE 0.975202 3.82864 23.3998 3996.17 +R20 GillAttachment 0.0109149 2 2 FREE 0.973516 3.82864 15.1539 4036.01 +R21 StalkShape 0.00748534 2 2 TAPERING 0.583502 3.82864 17.3915 4047.83 +R22 VeilType 0 1 1 PARTIAL 1 0.693147 8.68761 4090.36 + + +-------------------------------------------------------------------------------- + +Variables detailed statistics + + +Rank R01 +Variable Categorical Odor + +Variable stats +Group Size Value list +{NONE} 1 NONE +{FOUL, SPICY, FISHY, ...} 6 FOUL SPICY FISHY PUNGENT CREOSOTE MUSTY * +{ALMOND, ANISE} 2 ALMOND ANISE + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{FOUL, SPICY, FISHY, ...} 0 1 0.549437 2677 0.451586 +{NONE} 0.969099 0.030901 0.355515 2686 0.453104 +{ALMOND, ANISE} 1 0 0.0950487 565 0.0953104 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +NONE 2686 0.453104 +FOUL 1499 0.252868 +SPICY 419 0.0706815 +FISHY 414 0.0698381 +ALMOND 294 0.0495951 +ANISE 271 0.0457152 +PUNGENT 174 0.0293522 +CREOSOTE 138 0.0232794 +MUSTY 33 0.0055668 + +---------------------------------------------- +Rank R02 +Variable Categorical SporePrintColor + +Variable stats +Group Size Value list +{BROWN, BLACK} 2 BROWN BLACK +{WHITE} 1 WHITE +{CHOCOLATE, GREEN} 2 CHOCOLATE GREEN +{BUFF, ORANGE, PURPLE, ...} 4 BUFF ORANGE PURPLE YELLOW * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{BROWN, BLACK} 0.892191 0.107809 0.433474 2894 0.488192 +{CHOCOLATE, GREEN} 0.0312764 0.968724 0.367351 1183 0.199561 +{WHITE} 0.239041 0.760959 0.155311 1711 0.28863 +{BUFF, ORANGE, PURPLE, ...} 1 0 0.0438651 140 0.0236167 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +WHITE 1711 0.28863 +BROWN 1480 0.249663 +BLACK 1414 0.238529 +CHOCOLATE 1128 0.190283 +GREEN 55 0.009278 +BUFF 38 0.00641026 +ORANGE 37 0.00624157 +PURPLE 34 0.00573549 +YELLOW 31 0.00522942 + +---------------------------------------------- +Rank R03 +Variable Categorical GillColor + +Variable stats +Group Size Value list +{BROWN, PURPLE, BLACK} 3 BROWN PURPLE BLACK +{BUFF, GREEN} 2 BUFF GREEN * +{PINK} 1 PINK +{CHOCOLATE, GRAY} 2 CHOCOLATE GRAY +{WHITE, YELLOW} 2 WHITE YELLOW +{RED, ORANGE} 2 RED ORANGE + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{BUFF, GREEN} 0 1 0.567346 1259 0.212382 +{BROWN, PURPLE, BLACK} 0.888049 0.111951 0.250144 1456 0.245614 +{WHITE, YELLOW} 0.797024 0.202976 0.0832445 941 0.158738 +{CHOCOLATE, GRAY} 0.335502 0.664498 0.0508656 1076 0.181511 +{RED, ORANGE} 1 0 0.0428459 116 0.0195682 +{PINK} 0.6 0.4 0.0055532 1080 0.182186 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +BUFF 1241 0.209345 +PINK 1080 0.182186 +WHITE 872 0.147099 +BROWN 758 0.127868 +CHOCOLATE 559 0.0942982 +GRAY 517 0.0872132 +PURPLE 352 0.0593792 +BLACK 346 0.0583671 +YELLOW 69 0.0116397 +RED 65 0.0109649 +ORANGE 51 0.00860324 +GREEN 18 0.00303644 + +---------------------------------------------- +Rank R04 +Variable Categorical StalkSurfaceAboveRing + +Variable stats +Group Size Value list +{SMOOTH, SCALY} 2 SMOOTH SCALY * +{SILKY} 1 SILKY +{FIBROUS} 1 FIBROUS + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{SILKY} 0.0592861 0.940714 0.738617 1653 0.278846 +{SMOOTH, SCALY} 0.708068 0.291932 0.199532 3768 0.635628 +{FIBROUS} 0.792899 0.207101 0.0618507 507 0.0855263 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +SMOOTH 3753 0.633097 +SILKY 1653 0.278846 +FIBROUS 507 0.0855263 +SCALY 15 0.00253036 + +---------------------------------------------- +Rank R05 +Variable Categorical RingType + +Variable stats +Group Size Value list +{PENDANT} 1 PENDANT +{EVANESCENT} 1 EVANESCENT +{LARGE, NONE} 2 LARGE NONE * +{FLARING} 1 FLARING + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{LARGE, NONE} 0 1 0.591409 921 0.155364 +{PENDANT} 0.793685 0.206315 0.34179 2787 0.470142 +{EVANESCENT} 0.42098 0.57902 0.0473267 2183 0.368252 +{FLARING} 1 0 0.0194742 37 0.00624157 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +PENDANT 2787 0.470142 +EVANESCENT 2183 0.368252 +LARGE 888 0.149798 +FLARING 37 0.00624157 +NONE 33 0.0055668 + +---------------------------------------------- +Rank R06 +Variable Categorical StalkSurfaceBelowRing + +Variable stats +Group Size Value list +{SMOOTH, SCALY} 2 SMOOTH SCALY * +{SILKY} 1 SILKY +{FIBROUS} 1 FIBROUS + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{SILKY} 0.0617207 0.938279 0.740765 1604 0.27058 +{SMOOTH, SCALY} 0.695238 0.304762 0.179003 3780 0.637652 +{FIBROUS} 0.810662 0.189338 0.0802322 544 0.0917679 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +SMOOTH 3587 0.605094 +SILKY 1604 0.27058 +FIBROUS 544 0.0917679 +SCALY 193 0.0325574 + +---------------------------------------------- +Rank R07 +Variable Categorical StalkColorAboveRing + +Variable stats +Group Size Value list +{WHITE} 1 WHITE +{PINK} 1 PINK +{GRAY, ORANGE, RED} 3 GRAY ORANGE RED +{BUFF, CINNAMON, YELLOW} 3 BUFF CINNAMON YELLOW * +{BROWN} 1 BROWN + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{GRAY, ORANGE, RED} 1 0 0.367734 615 0.103745 +{BUFF, CINNAMON, YELLOW} 0 1 0.234902 322 0.0543185 +{BROWN} 0.0316456 0.968354 0.186866 316 0.0533063 +{PINK} 0.30137 0.69863 0.139043 1314 0.22166 +{WHITE} 0.638798 0.361202 0.0714553 3361 0.56697 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +WHITE 3361 0.56697 +PINK 1314 0.22166 +GRAY 410 0.0691633 +BROWN 316 0.0533063 +BUFF 284 0.0479082 +ORANGE 142 0.0239541 +RED 63 0.0106275 +CINNAMON 33 0.0055668 +YELLOW 5 0.000843455 + +---------------------------------------------- +Rank R08 +Variable Categorical GillSize + +Variable stats +Group Size Value list +{BROAD} 1 BROAD +{NARROW} 1 NARROW * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{NARROW} 0.125069 0.874931 0.706633 1807 0.304825 +{BROAD} 0.713904 0.286096 0.293367 4121 0.695175 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +BROAD 4121 0.695175 +NARROW 1807 0.304825 + +---------------------------------------------- +Rank R09 +Variable Categorical StalkColorBelowRing + +Variable stats +Group Size Value list +{WHITE} 1 WHITE +{PINK} 1 PINK +{GRAY, ORANGE, RED} 3 GRAY ORANGE RED +{BROWN} 1 BROWN +{BUFF, CINNAMON, YELLOW} 3 BUFF CINNAMON YELLOW * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{GRAY, ORANGE, RED} 1 0 0.393296 600 0.101215 +{BUFF, CINNAMON, YELLOW} 0 1 0.279903 350 0.0590418 +{PINK} 0.30564 0.69436 0.146517 1312 0.221323 +{BROWN} 0.173554 0.826446 0.105969 363 0.0612348 +{WHITE} 0.636997 0.363003 0.0743147 3303 0.557186 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +WHITE 3303 0.557186 +PINK 1312 0.221323 +GRAY 394 0.0664642 +BROWN 363 0.0612348 +BUFF 301 0.050776 +ORANGE 142 0.0239541 +RED 64 0.0107962 +CINNAMON 33 0.0055668 +YELLOW 16 0.00269906 + +---------------------------------------------- +Rank R10 +Variable Categorical Population + +Variable stats +Group Size Value list +{SEVERAL} 1 SEVERAL +{SOLITARY} 1 SOLITARY +{SCATTERED} 1 SCATTERED +{ABUNDANT, NUMEROUS} 2 ABUNDANT NUMEROUS +{CLUSTERED} 1 CLUSTERED * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{ABUNDANT, NUMEROUS} 1 0 0.457936 650 0.109649 +{SEVERAL} 0.29827 0.70173 0.370249 2890 0.487517 +{SCATTERED} 0.740166 0.259834 0.0972382 966 0.162955 +{CLUSTERED} 0.82377 0.17623 0.0508243 244 0.0411606 +{SOLITARY} 0.628183 0.371817 0.0237528 1178 0.198718 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +SEVERAL 2890 0.487517 +SOLITARY 1178 0.198718 +SCATTERED 966 0.162955 +ABUNDANT 366 0.0617409 +NUMEROUS 284 0.0479082 +CLUSTERED 244 0.0411606 + +---------------------------------------------- +Rank R11 +Variable Categorical Bruise + +Variable stats +Group Size Value list +{NO} 1 NO +{BRUISES} 1 BRUISES * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{BRUISES} 0.814831 0.185169 0.621883 2360 0.398111 +{NO} 0.348935 0.651065 0.378117 3568 0.601889 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +NO 3568 0.601889 +BRUISES 2360 0.398111 + +---------------------------------------------- +Rank R12 +Variable Categorical Habitat + +Variable stats +Group Size Value list +{WOODS} 1 WOODS +{GRASSES} 1 GRASSES +{LEAVES, URBAN} 2 LEAVES URBAN +{PATHS} 1 PATHS +{MEADOWS} 1 MEADOWS +{WASTE} 1 WASTE * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{PATHS} 0.108886 0.891114 0.482303 799 0.134784 +{LEAVES, URBAN} 0.301606 0.698394 0.143722 872 0.147099 +{GRASSES} 0.69715 0.30285 0.138157 1684 0.284076 +{WASTE} 1 0 0.120394 129 0.0217611 +{MEADOWS} 0.881818 0.118182 0.0916189 220 0.037112 +{WOODS} 0.593975 0.406025 0.0238039 2224 0.375169 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +WOODS 2224 0.375169 +GRASSES 1684 0.284076 +PATHS 799 0.134784 +LEAVES 621 0.104757 +URBAN 251 0.0423414 +MEADOWS 220 0.037112 +WASTE 129 0.0217611 + +---------------------------------------------- +Rank R13 +Variable Categorical StalkRoot + +Variable stats +Group Size Value list +{BULBOUS} 1 BULBOUS +{?} 1 ? +{EQUAL} 1 EQUAL +{CLUB} 1 CLUB +{ROOTED} 1 ROOTED * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{?} 0.286686 0.713314 0.359363 1765 0.29774 +{EQUAL} 0.822268 0.177732 0.290265 979 0.165148 +{CLUB} 0.906863 0.0931373 0.217754 408 0.0688259 +{ROOTED} 1 0 0.12882 127 0.0214238 +{BULBOUS} 0.513401 0.486599 0.00379824 2649 0.446862 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +BULBOUS 2649 0.446862 +? 1765 0.29774 +EQUAL 979 0.165148 +CLUB 408 0.0688259 +ROOTED 127 0.0214238 + +---------------------------------------------- +Rank R14 +Variable Categorical GillSpacing + +Variable stats +Group Size Value list +{CLOSE} 1 CLOSE +{CROWDED} 1 CROWDED * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{CROWDED} 0.931217 0.0687831 0.837822 1134 0.191296 +{CLOSE} 0.440551 0.559449 0.162178 4794 0.808704 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +CLOSE 4794 0.808704 +CROWDED 1134 0.191296 + +---------------------------------------------- +Rank R15 +Variable Categorical CapShape + +Variable stats +Group Size Value list +{CONVEX, FLAT} 2 CONVEX FLAT +{KNOBBED, CONICAL} 2 KNOBBED CONICAL * +{BELL, SUNKEN} 2 BELL SUNKEN + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{BELL, SUNKEN} 0.89881 0.10119 0.548736 336 0.0566802 +{KNOBBED, CONICAL} 0.268251 0.731749 0.448791 589 0.099359 +{CONVEX, FLAT} 0.541275 0.458725 0.0024731 5003 0.843961 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +CONVEX 2705 0.456309 +FLAT 2298 0.387652 +KNOBBED 587 0.0990216 +BELL 319 0.0538124 +SUNKEN 17 0.00286775 +CONICAL 2 0.000337382 + +---------------------------------------------- +Rank R16 +Variable Categorical CapColor + +Variable stats +Group Size Value list +{RED, YELLOW, BUFF, ...} 4 RED YELLOW BUFF PINK +{BROWN} 1 BROWN +{GRAY} 1 GRAY +{WHITE, CINNAMON} 2 WHITE CINNAMON +{PURPLE, GREEN} 2 PURPLE GREEN * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{RED, YELLOW, BUFF, ...} 0.380531 0.619469 0.520497 2034 0.343117 +{WHITE, CINNAMON} 0.706422 0.293578 0.252875 763 0.128711 +{GRAY} 0.628032 0.371968 0.1424 1484 0.250337 +{PURPLE, GREEN} 1 0 0.0773642 23 0.00387989 +{BROWN} 0.554187 0.445813 0.00686462 1624 0.273954 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +BROWN 1624 0.273954 +GRAY 1484 0.250337 +RED 1074 0.181174 +YELLOW 733 0.12365 +WHITE 731 0.123313 +BUFF 130 0.0219298 +PINK 97 0.016363 +CINNAMON 32 0.00539811 +PURPLE 13 0.00219298 +GREEN 10 0.00168691 + +---------------------------------------------- +Rank R17 +Variable Categorical RingNumber + +Variable stats +Group Size Value list +{ONE} 1 ONE +{TWO} 1 TWO +{NONE} 1 NONE * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{TWO} 0.86618 0.13382 0.772802 411 0.069332 +{NONE} 0 1 0.188642 33 0.0055668 +{ONE} 0.512764 0.487236 0.0385558 5484 0.925101 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +ONE 5484 0.925101 +TWO 411 0.069332 +NONE 33 0.0055668 + +---------------------------------------------- +Rank R18 +Variable Categorical CapSurface + +Variable stats +Group Size Value list +{SCALY, SMOOTH, GROOVES} 3 SCALY SMOOTH GROOVES * +{FIBROUS} 1 FIBROUS + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{FIBROUS} 0.6955 0.3045 0.718902 1711 0.28863 +{SCALY, SMOOTH, GROOVES} 0.469054 0.530946 0.281098 4217 0.71137 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +SCALY 2282 0.384953 +SMOOTH 1932 0.325911 +FIBROUS 1711 0.28863 +GROOVES 3 0.000506073 + +---------------------------------------------- +Rank R19 +Variable Categorical VeilColor + +Variable stats +Group Size Value list +{WHITE} 1 WHITE +{ORANGE, BROWN} 2 ORANGE BROWN +{YELLOW} 1 YELLOW * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{ORANGE, BROWN} 1 0 0.944583 142 0.0239541 +{YELLOW} 0 1 0.0405783 5 0.000843455 +{WHITE} 0.523439 0.476561 0.0148388 5781 0.975202 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +WHITE 5781 0.975202 +ORANGE 76 0.0128205 +BROWN 66 0.0111336 +YELLOW 5 0.000843455 + +---------------------------------------------- +Rank R20 +Variable Categorical GillAttachment + +Variable stats +Group Size Value list +{FREE} 1 FREE +{ATTACHED} 1 ATTACHED * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{ATTACHED} 0.904459 0.0955414 0.977475 157 0.0264845 +{FREE} 0.524346 0.475654 0.0225246 5771 0.973516 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +FREE 5771 0.973516 +ATTACHED 157 0.0264845 + +---------------------------------------------- +Rank R21 +Variable Categorical StalkShape + +Variable stats +Group Size Value list +{TAPERING} 1 TAPERING +{ENLARGING} 1 ENLARGING * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{ENLARGING} 0.466991 0.533009 0.581265 2469 0.416498 +{TAPERING} 0.582538 0.417462 0.418735 3459 0.583502 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +TAPERING 3459 0.583502 +ENLARGING 2469 0.416498 diff --git a/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/Var3_AllReports.khj b/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/Var3_AllReports.khj new file mode 100644 index 000000000..ba22d58be --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/Var3_AllReports.khj @@ -0,0 +1,5357 @@ +{ + "tool": "Khiops", + "version": "10.1.5", + "shortDescription": "", + "preparationReport": { + "reportType": "Preparation", + "summary": { + "dictionary": "Mushroom", + "variables": { + "types": [ + "Categorical" + ], + "numbers": [ + 23 + ] + }, + "database": "..\/..\/..\/datasets\/Mushroom\/Mushroom.txt", + "samplePercentage": 70, + "samplingMode": "Include sample", + "selectionVariable": "", + "selectionValue": "", + "instances": 5928, + "learningTask": "Classification analysis", + "targetVariable": "Class", + "targetDescriptiveStats": { + "values": 2, + "mode": "EDIBLE", + "modeFrequency": 3168 + }, + "targetValues": { + "values": ["EDIBLE","POISONOUS"], + "frequencies": [3168,2760] + }, + "evaluatedVariables": 22, + "informativeVariables": 21, + "featureEngineering": { + "maxNumberOfConstructedVariables": 0, + "maxNumberOfTrees": 0, + "maxNumberOfVariablePairs": 50 + }, + "discretization": "MODL", + "valueGrouping": "MODL", + "nullModel": { + "constructionCost": 0.693147, + "preparationCost": 8.68761, + "dataCost": 4090.36 + } + }, + "variablesStatistics": [ + { + "rank": "R01", + "name": "Odor", + "type": "Categorical", + "level": 0.900798, + "parts": 3, + "values": 9, + "mode": "NONE", + "modeFrequency": 2686, + "constructionCost": 3.82864, + "preparationCost": 35.694, + "dataCost": 367.179 + }, + { + "rank": "R02", + "name": "SporePrintColor", + "type": "Categorical", + "level": 0.47984, + "parts": 4, + "values": 9, + "mode": "WHITE", + "modeFrequency": 1711, + "constructionCost": 3.82864, + "preparationCost": 43.8179, + "dataCost": 2084.87 + }, + { + "rank": "R03", + "name": "GillColor", + "type": "Categorical", + "level": 0.402066, + "parts": 6, + "values": 12, + "mode": "BUFF", + "modeFrequency": 1241, + "constructionCost": 3.82864, + "preparationCost": 63.2207, + "dataCost": 2384.32 + }, + { + "rank": "R04", + "name": "StalkSurfaceAboveRing", + "type": "Categorical", + "level": 0.285867, + "parts": 3, + "values": 4, + "mode": "SMOOTH", + "modeFrequency": 3753, + "constructionCost": 3.82864, + "preparationCost": 28.5617, + "dataCost": 2895.37 + }, + { + "rank": "R05", + "name": "RingType", + "type": "Categorical", + "level": 0.283664, + "parts": 4, + "values": 5, + "mode": "PENDANT", + "modeFrequency": 2787, + "constructionCost": 3.82864, + "preparationCost": 36.5603, + "dataCost": 2896.4 + }, + { + "rank": "R06", + "name": "StalkSurfaceBelowRing", + "type": "Categorical", + "level": 0.272744, + "parts": 3, + "values": 4, + "mode": "SMOOTH", + "modeFrequency": 3587, + "constructionCost": 3.82864, + "preparationCost": 28.6051, + "dataCost": 2949.13 + }, + { + "rank": "R07", + "name": "StalkColorAboveRing", + "type": "Categorical", + "level": 0.245938, + "parts": 5, + "values": 9, + "mode": "WHITE", + "modeFrequency": 3361, + "constructionCost": 3.82864, + "preparationCost": 50.6463, + "dataCost": 3036.98 + }, + { + "rank": "R08", + "name": "GillSize", + "type": "Categorical", + "level": 0.228924, + "parts": 2, + "values": 2, + "mode": "BROAD", + "modeFrequency": 4121, + "constructionCost": 3.82864, + "preparationCost": 17.2546, + "dataCost": 3140.12 + }, + { + "rank": "R09", + "name": "StalkColorBelowRing", + "type": "Categorical", + "level": 0.223656, + "parts": 5, + "values": 9, + "mode": "WHITE", + "modeFrequency": 3303, + "constructionCost": 3.82864, + "preparationCost": 50.8241, + "dataCost": 3128.16 + }, + { + "rank": "R10", + "name": "Population", + "type": "Categorical", + "level": 0.20956, + "parts": 5, + "values": 6, + "mode": "SEVERAL", + "modeFrequency": 2890, + "constructionCost": 3.82864, + "preparationCost": 45.3128, + "dataCost": 3191.45 + }, + { + "rank": "R11", + "name": "Bruise", + "type": "Categorical", + "level": 0.158096, + "parts": 2, + "values": 2, + "mode": "NO", + "modeFrequency": 3568, + "constructionCost": 3.82864, + "preparationCost": 17.3774, + "dataCost": 3430.38 + }, + { + "rank": "R12", + "name": "Habitat", + "type": "Categorical", + "level": 0.155388, + "parts": 6, + "values": 7, + "mode": "WOODS", + "modeFrequency": 2224, + "constructionCost": 3.82864, + "preparationCost": 52.3352, + "dataCost": 3406.52 + }, + { + "rank": "R13", + "name": "StalkRoot", + "type": "Categorical", + "level": 0.143978, + "parts": 5, + "values": 5, + "mode": "BULBOUS", + "modeFrequency": 2649, + "constructionCost": 3.82864, + "preparationCost": 42.5668, + "dataCost": 3463.07 + }, + { + "rank": "R14", + "name": "GillSpacing", + "type": "Categorical", + "level": 0.125243, + "parts": 2, + "values": 2, + "mode": "CLOSE", + "modeFrequency": 4794, + "constructionCost": 3.82864, + "preparationCost": 16.9402, + "dataCost": 3565.51 + }, + { + "rank": "R15", + "name": "CapShape", + "type": "Categorical", + "level": 0.0418307, + "parts": 3, + "values": 6, + "mode": "CONVEX", + "modeFrequency": 2705, + "constructionCost": 3.82864, + "preparationCost": 31.4583, + "dataCost": 3892.96 + }, + { + "rank": "R16", + "name": "CapColor", + "type": "Categorical", + "level": 0.0368621, + "parts": 5, + "values": 10, + "mode": "BROWN", + "modeFrequency": 1624, + "constructionCost": 3.82864, + "preparationCost": 51.3578, + "dataCost": 3893.43 + }, + { + "rank": "R17", + "name": "RingNumber", + "type": "Categorical", + "level": 0.0288836, + "parts": 3, + "values": 3, + "mode": "ONE", + "modeFrequency": 5484, + "constructionCost": 3.82864, + "preparationCost": 23.682, + "dataCost": 3953.81 + }, + { + "rank": "R18", + "name": "CapSurface", + "type": "Categorical", + "level": 0.0287294, + "parts": 2, + "values": 4, + "mode": "SCALY", + "modeFrequency": 2282, + "constructionCost": 3.82864, + "preparationCost": 19.8392, + "dataCost": 3958.29 + }, + { + "rank": "R19", + "name": "VeilColor", + "type": "Categorical", + "level": 0.0186198, + "parts": 3, + "values": 4, + "mode": "WHITE", + "modeFrequency": 5781, + "constructionCost": 3.82864, + "preparationCost": 23.3998, + "dataCost": 3996.17 + }, + { + "rank": "R20", + "name": "GillAttachment", + "type": "Categorical", + "level": 0.0109149, + "parts": 2, + "values": 2, + "mode": "FREE", + "modeFrequency": 5771, + "constructionCost": 3.82864, + "preparationCost": 15.1539, + "dataCost": 4036.01 + }, + { + "rank": "R21", + "name": "StalkShape", + "type": "Categorical", + "level": 0.00748534, + "parts": 2, + "values": 2, + "mode": "TAPERING", + "modeFrequency": 3459, + "constructionCost": 3.82864, + "preparationCost": 17.3915, + "dataCost": 4047.83 + }, + { + "rank": "R22", + "name": "VeilType", + "type": "Categorical", + "level": 0, + "parts": 1, + "values": 1, + "mode": "PARTIAL", + "modeFrequency": 5928, + "constructionCost": 0.693147, + "preparationCost": 8.68761, + "dataCost": 4090.36 + } + ], + "variablesDetailedStatistics": { + "R01": { + "dataGrid": { + "isSupervised": true, + "dimensions": [ + { + "variable": "Odor", + "type": "Categorical", + "partitionType": "Value groups", + "partition": [ + ["NONE"], + ["FOUL","SPICY","FISHY","PUNGENT","CREOSOTE","MUSTY"], + ["ALMOND","ANISE"] + ], + "defaultGroupIndex": 1 + }, + { + "variable": "Class", + "type": "Categorical", + "partitionType": "Values", + "partition": ["EDIBLE","POISONOUS"] + } + ], + "partTargetFrequencies": [ + [2603,83], + [0,2677], + [565,0] + ], + "partInterests": [0.355515,0.549437,0.0950487] + }, + "inputValues": { + "values": ["NONE","FOUL","SPICY","FISHY","ALMOND","ANISE","PUNGENT","CREOSOTE","MUSTY"], + "frequencies": [2686,1499,419,414,294,271,174,138,33] + } + }, + "R02": { + "dataGrid": { + "isSupervised": true, + "dimensions": [ + { + "variable": "SporePrintColor", + "type": "Categorical", + "partitionType": "Value groups", + "partition": [ + ["BROWN","BLACK"], + ["WHITE"], + ["CHOCOLATE","GREEN"], + ["BUFF","ORANGE","PURPLE","YELLOW"] + ], + "defaultGroupIndex": 3 + }, + { + "variable": "Class", + "type": "Categorical", + "partitionType": "Values", + "partition": ["EDIBLE","POISONOUS"] + } + ], + "partTargetFrequencies": [ + [2582,312], + [409,1302], + [37,1146], + [140,0] + ], + "partInterests": [0.433474,0.155311,0.367351,0.0438651] + }, + "inputValues": { + "values": ["WHITE","BROWN","BLACK","CHOCOLATE","GREEN","BUFF","ORANGE","PURPLE","YELLOW"], + "frequencies": [1711,1480,1414,1128,55,38,37,34,31] + } + }, + "R03": { + "dataGrid": { + "isSupervised": true, + "dimensions": [ + { + "variable": "GillColor", + "type": "Categorical", + "partitionType": "Value groups", + "partition": [ + ["BROWN","PURPLE","BLACK"], + ["BUFF","GREEN"], + ["PINK"], + ["CHOCOLATE","GRAY"], + ["WHITE","YELLOW"], + ["RED","ORANGE"] + ], + "defaultGroupIndex": 1 + }, + { + "variable": "Class", + "type": "Categorical", + "partitionType": "Values", + "partition": ["EDIBLE","POISONOUS"] + } + ], + "partTargetFrequencies": [ + [1293,163], + [0,1259], + [648,432], + [361,715], + [750,191], + [116,0] + ], + "partInterests": [0.250144,0.567346,0.0055532,0.0508656,0.0832445,0.0428459] + }, + "inputValues": { + "values": ["BUFF","PINK","WHITE","BROWN","CHOCOLATE","GRAY","PURPLE","BLACK","YELLOW","RED","ORANGE","GREEN"], + "frequencies": [1241,1080,872,758,559,517,352,346,69,65,51,18] + } + }, + "R04": { + "dataGrid": { + "isSupervised": true, + "dimensions": [ + { + "variable": "StalkSurfaceAboveRing", + "type": "Categorical", + "partitionType": "Value groups", + "partition": [ + ["SMOOTH","SCALY"], + ["SILKY"], + ["FIBROUS"] + ], + "defaultGroupIndex": 0 + }, + { + "variable": "Class", + "type": "Categorical", + "partitionType": "Values", + "partition": ["EDIBLE","POISONOUS"] + } + ], + "partTargetFrequencies": [ + [2668,1100], + [98,1555], + [402,105] + ], + "partInterests": 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"partitionType": "Value groups", + "partition": [ + ["BROAD"], + ["NARROW"] + ], + "defaultGroupIndex": 1 + }, + { + "variable": "Target", + "type": "Categorical", + "partitionType": "Values", + "partition": ["EDIBLE","POISONOUS"] + } + ], + "cellIds": ["C1","C2","C3","C4","C5","C6","C7","C8","C9","C10","C11","C12"], + "cellPartIndexes": [ + [0,0], + [1,0], + [2,0], + [3,0], + [4,0], + [5,0], + [0,1], + [1,1], + [2,1], + [3,1], + [4,1], + [5,1] + ], + "cellTargetFrequencies": [ + [1344,0], + [0,18], + [647,382], + [618,101], + [178,370], + [155,308], + [65,163], + [0,1241], + [50,70], + [83,70], + [11,0], + [17,37] + ], + "cellInterests": [0.395955,0.0064698,0.00878569,0.0811793,0.02299,0.0175883,0.0136635,0.446057,0.0015695,9.42355e-06,0.0032407,0.0024921] + } + }, + "R49": { + "dataGrid": { + "isSupervised": true, + "dimensions": [ + { + "variable": "GillColor", + "type": "Categorical", + "partitionType": "Value groups", + "partition": [ + ["PINK","BROWN","BLACK","RED"], + ["BUFF","CHOCOLATE","YELLOW","ORANGE"], + ["WHITE"], + ["GRAY","GREEN"], + ["PURPLE"] + ], + "defaultGroupIndex": 3 + }, + { + "variable": "SporePrintColor", + "type": "Categorical", + "partitionType": "Value groups", + "partition": [ + ["BROWN","BLACK","BUFF","ORANGE","YELLOW"], + ["WHITE","PURPLE"], + ["CHOCOLATE","GREEN"] + ], + "defaultGroupIndex": 0 + }, + { + "variable": "Target", + "type": "Categorical", + "partitionType": "Values", + "partition": ["EDIBLE","POISONOUS"] + } + ], + "cellIds": ["C1","C2","C3","C4","C5","C6","C7","C8","C9","C11","C12","C13","C14","C15"], + "cellPartIndexes": [ + [0,0], + [1,0], + [2,0], + [3,0], + [4,0], + [0,1], + [1,1], + [2,1], + [3,1], + [0,2], + [1,2], + [2,2], + [3,2], + [4,2] + ], + "cellTargetFrequencies": [ + [1527,195], + [278,0], + [469,44], + [107,37], + [307,36], + [155,0], + [0,1261], + [223,41], + [65,0], + [8,364], + [11,370], + [9,86], + [0,326], + [9,0] + ], + "cellInterests": [0.171167,0.0599202,0.0610174,0.00456585,0.0360124,0.0334087,0.3316,0.0196339,0.0140101,0.084156,0.0825261,0.0143145,0.085727,0.00193986] + } + }, + "R50": { + "dataGrid": { + "isSupervised": true, + "dimensions": [ + { + "variable": "GillColor", + "type": "Categorical", + "partitionType": "Value groups", + "partition": [ + ["BUFF","PINK","BROWN","CHOCOLATE","PURPLE","BLACK","RED","ORANGE"], + ["WHITE","GRAY","YELLOW"], + ["GREEN"] + ], + "defaultGroupIndex": 2 + }, + { + "variable": "Odor", + "type": "Categorical", + "partitionType": "Value groups", + "partition": [ + ["NONE"], + ["FOUL","SPICY","FISHY","PUNGENT","CREOSOTE","MUSTY"], + ["ALMOND","ANISE"] + ], + "defaultGroupIndex": 1 + }, + { + "variable": "Target", + "type": "Categorical", + "partitionType": "Values", + "partition": ["EDIBLE","POISONOUS"] + } + ], + "cellIds": ["C1","C2","C3","C4","C5","C7","C8"], + "cellPartIndexes": [ + [0,0], + [1,0], + [2,0], + [0,1], + [1,1], + [0,2], + [1,2] + ], + "cellTargetFrequencies": [ + [1934,0], + [669,65], + [0,18], + [0,2206], + [0,471], + [312,0], + [253,0] + ], + "cellInterests": [0.312701,0.0643237,0.00355073,0.435161,0.0929107,0.0504461,0.0409066] + } + } + } + }, + "khiops_encoding": "ascii" +} diff --git a/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/Var3_Preparation2DReport.xls b/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/Var3_Preparation2DReport.xls new file mode 100644 index 000000000..025d7ff77 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/Var3_Preparation2DReport.xls @@ -0,0 +1,2515 @@ +#Khiops 10.1.5 +Descriptive statistics + + +Problem description +Short description + +Dictionary Mushroom +Variables + Categorical 23 + Total 23 + +Database ../../../datasets/Mushroom/Mushroom.txt +Sample percentage 70 +Sampling mode Include sample +Selection variable +Selection value +Instances 5928 + +Learning task Classification analysis + +Target variable Categorical Class + +Target variable stats +Value Frequency Coverage +EDIBLE 3168 0.534413 +POISONOUS 2760 0.465587 + +Evaluated variable pairs 50 +Informative variable pairs 24 + + +Variables pairs statistics + +Rank Name 1 Name 2 DeltaLevel Level Level 1 Level 2 Variables Parts 1 Parts 2 Cells Constr. cost Prep. cost Data cost +R01 CapColor StalkRoot 0.352146 0.532987 0.0368621 0.143978 2 6 5 21 11.0633 132.449 1771.12 +R02 CapColor RingType 0.265184 0.58571 0.0368621 0.283664 2 5 3 13 11.0633 99.6344 1587.78 +R03 Bruise CapColor 0.211493 0.406451 0.158096 0.0368621 2 2 6 11 11.0633 85.6909 2336.64 +R04 CapColor GillSize 0.163883 0.42967 0.0368621 0.228924 2 7 2 14 11.0633 95.2983 2231.84 +R05 CapColor SporePrintColor 0.160414 0.677116 0.0368621 0.47984 2 6 3 16 11.0633 115.331 1197.35 +R06 CapColor CapSurface 0.146092 0.211683 0.0368621 0.0287294 2 7 4 20 11.0633 129.303 3091.53 +R07 GillColor StalkShape 0.135646 0.545198 0.402066 0.00748534 2 6 2 12 11.0633 94.8412 1758.66 +R08 CapColor StalkShape 0.119269 0.163616 0.0368621 0.00748534 2 6 2 12 11.0633 88.6932 3329.2 +R09 CapColor StalkColorBelowRing 0.102462 0.362979 0.0368621 0.223656 2 6 5 19 11.0633 132.918 2467.64 +R10 CapColor Population 0.102457 0.34888 0.0368621 0.20956 2 5 5 21 11.0633 126.696 2531.66 +R11 CapColor GillColor 0.0844779 0.523406 0.0368621 0.402066 2 6 9 43 11.0633 233.463 1709.38 +R12 CapColor StalkSurfaceAboveRing 0.0840931 0.406822 0.0368621 0.285867 2 5 3 14 11.0633 98.1479 2322.66 +R13 GillColor StalkRoot 0.0830978 0.629143 0.402066 0.143978 2 5 4 17 11.0633 120.111 1389.24 +R14 CapColor StalkSurfaceBelowRing 0.0816494 0.391255 0.0368621 0.272744 2 6 4 19 11.0633 122.328 2362.3 +R15 CapColor Habitat 0.0790073 0.271257 0.0368621 0.155388 2 7 6 30 11.0633 165.282 2811.31 +R16 CapColor StalkColorAboveRing 0.0727801 0.355581 0.0368621 0.245938 2 5 5 18 11.0633 124.831 2506.06 +R17 CapColor CapShape 0.0411068 0.1198 0.0368621 0.0418307 2 6 4 21 11.0633 128.488 3469.04 +R18 Habitat VeilColor 0.0313182 0.205326 0.155388 0.0186198 2 6 2 7 11.0633 60.5465 3186.34 +R19 CapSurface GillColor 0.0264251 0.457221 0.0287294 0.402066 2 3 10 27 11.0633 165.437 2048.75 +R20 CapColor RingNumber 0.0165939 0.0823395 0.0368621 0.0288836 2 5 3 13 11.0633 79.6597 3671.44 +R21 Bruise VeilColor 0.0146024 0.191318 0.158096 0.0186198 2 2 2 3 11.0633 28.9682 3275.35 +R22 GillColor GillSpacing 0.00457008 0.53188 0.402066 0.125243 2 10 2 18 11.0633 118.931 1789.18 +R23 Population VeilColor 0.00354086 0.231721 0.20956 0.0186198 2 4 3 7 11.0633 54.9682 3083.71 +R24 CapColor GillAttachment 0.00295091 0.0507279 0.0368621 0.0109149 2 5 2 8 11.0633 60.0761 3820.63 +R25 CapColor VeilColor -0.000400769 0.0550811 0.0368621 0.0186198 2 5 2 7 11.0633 61.0485 3801.81 +R26 GillColor RingNumber -0.00175819 0.429192 0.402066 0.0288836 2 7 3 13 11.0633 95.2351 2233.87 +R27 GillAttachment GillColor -0.00608092 0.4069 0.0109149 0.402066 2 2 6 9 11.0633 74.5967 2345.89 +R28 StalkSurfaceAboveRing VeilColor -0.00913649 0.29535 0.285867 0.0186198 2 3 2 5 11.0633 39.8823 2837.94 +R29 StalkSurfaceBelowRing VeilColor -0.00916097 0.282203 0.272744 0.0186198 2 3 3 5 11.0633 41.1619 2890.56 +R30 GillSize VeilColor -0.0101119 0.237432 0.228924 0.0186198 2 2 2 4 11.0633 24.6645 3090.6 +R31 GillColor VeilColor -0.0110393 0.409647 0.402066 0.0186198 2 6 3 10 11.0633 77.9598 2331.27 +R32 CapShape GillColor -0.0114079 0.432489 0.0418307 0.402066 2 4 7 20 11.0633 139.084 2176.5 +R33 CapColor Odor -0.0128661 0.924794 0.0368621 0.900798 2 4 3 11 11.0633 88.3698 208.891 +R34 RingType VeilColor -0.0138503 0.288433 0.283664 0.0186198 2 4 2 6 11.0633 46.2903 2859.88 +R35 CapColor GillSpacing -0.0165024 0.145603 0.0368621 0.125243 2 5 2 9 11.0633 70.5769 3421.17 +R36 Odor VeilColor -0.0175325 0.901885 0.900798 0.0186198 2 3 2 4 11.0633 41.5056 349.675 +R37 SporePrintColor VeilColor -0.0196945 0.478765 0.47984 0.0186198 1 4 1 4 7.97229 44.0801 2084.87 +R38 StalkColorAboveRing VeilColor -0.0196945 0.244864 0.245938 0.0186198 1 5 1 5 7.97229 50.9085 3036.98 +R39 StalkColorBelowRing VeilColor -0.0196945 0.222581 0.223656 0.0186198 1 5 1 5 7.97229 51.0863 3128.16 +R40 GillColor StalkColorBelowRing -0.0227689 0.602953 0.402066 0.223656 2 5 5 17 11.0633 130.308 1486.42 +R41 GillColor RingType -0.0271761 0.658554 0.402066 0.283664 2 5 3 14 11.0633 103.762 1285.01 +R42 GillColor Habitat -0.0312589 0.526196 0.402066 0.155388 2 6 6 28 11.0633 166.146 1765.26 +R43 GillColor Population -0.0408284 0.570798 0.402066 0.20956 2 8 4 24 11.0633 151.132 1597.42 +R44 GillColor StalkColorAboveRing -0.0481246 0.59988 0.402066 0.245938 2 5 5 17 11.0633 128.369 1500.95 +R45 Bruise GillColor -0.0936894 0.466473 0.158096 0.402066 2 2 8 15 11.0633 110.714 2065.54 +R46 GillColor StalkSurfaceBelowRing -0.115085 0.559725 0.402066 0.272744 2 6 4 18 11.0633 121.302 1672.65 +R47 GillColor StalkSurfaceAboveRing -0.129002 0.558931 0.402066 0.285867 2 7 3 17 11.0633 119.873 1677.33 +R48 GillColor GillSize -0.129647 0.501344 0.402066 0.228924 2 6 2 12 11.0633 88.9095 1944.39 +R49 GillColor SporePrintColor -0.196156 0.68575 0.402066 0.47984 2 5 3 14 11.0633 109.644 1167.64 +R50 GillColor Odor -0.375657 0.927207 0.402066 0.900798 2 3 3 7 11.0633 70.7279 216.64 + + +-------------------------------------------------------------------------------- + +Variables pairs detailed statistics +(Pairs with two jointly informative variables) + + +Rank R01 +Variables + Type Name + Categorical CapColor + Categorical StalkRoot + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{BROWN, CINNAMON} 1656 0.279352 2 BROWN CINNAMON +{GRAY} 1484 0.250337 1 GRAY +{RED} 1074 0.181174 1 RED +{WHITE, PINK, PURPLE, ...} 851 0.143556 4 WHITE PINK PURPLE GREEN * +{YELLOW} 733 0.12365 1 YELLOW +{BUFF} 130 0.0219298 1 BUFF +StalkRoot +Group Frequency Coverage Size Value list +{BULBOUS} 2649 0.446862 1 BULBOUS +{?} 1765 0.29774 1 ? +{EQUAL} 979 0.165148 1 EQUAL +{CLUB} 408 0.0688259 1 CLUB +{ROOTED} 127 0.0214238 1 ROOTED * + +Cell frequencies + StalkRoot +CapColor {BULBOUS} {?} {EQUAL} {CLUB} {ROOTED} Total Coverage +{BROWN, CINNAMON} 474 789 301 27 65 1656 0.279352 +{GRAY} 963 100 421 0 0 1484 0.250337 +{RED} 401 667 0 6 0 1074 0.181174 +{WHITE, PINK, PURPLE, ...} 239 163 257 192 0 851 0.143556 +{YELLOW} 480 8 0 183 62 733 0.12365 +{BUFF} 92 38 0 0 0 130 0.0219298 +Total 2649 1765 979 408 127 5928 +Coverage 0.446862 0.29774 0.165148 0.0688259 0.0214238 + +Cells 21 +Cell Id CapColor StalkRoot EDIBLE POISONOUS Interest Frequency Coverage +C9 {RED} {?} 0.0449775 0.955022 0.166605 667 0.112517 +C1 {BROWN, CINNAMON} {BULBOUS} 1 0 0.129063 474 0.0799595 +C14 {GRAY} {EQUAL} 1 0 0.114632 421 0.0710189 +C3 {RED} {BULBOUS} 1 0 0.109186 401 0.0676451 +C5 {YELLOW} {BULBOUS} 0.0645833 0.935417 0.107663 480 0.0809717 +C7 {BROWN, CINNAMON} {?} 0.2218 0.7782 0.070184 789 0.133097 +C22 {WHITE, PINK, PURPLE, ...} {CLUB} 1 0 0.0522787 192 0.0323887 +C10 {WHITE, PINK, PURPLE, ...} {?} 1 0 0.0443825 163 0.0274966 +C23 {YELLOW} {CLUB} 0.972678 0.0273224 0.0401629 183 0.0308704 +C6 {BUFF} {BULBOUS} 0 1 0.0305621 92 0.0155196 +C4 {WHITE, PINK, PURPLE, ...} {BULBOUS} 0.179916 0.820084 0.0278739 239 0.0403171 +C8 {GRAY} {?} 1 0 0.0272285 100 0.0168691 +C25 {BROWN, CINNAMON} {ROOTED} 1 0 0.0176985 65 0.0109649 +C29 {YELLOW} {ROOTED} 1 0 0.0168817 62 0.0104588 +C12 {BUFF} {?} 1 0 0.0103468 38 0.00641026 +C2 {GRAY} {BULBOUS} 0.426791 0.573209 0.0097191 963 0.162449 +C19 {BROWN, CINNAMON} {CLUB} 0 1 0.00896931 27 0.00455466 +C13 {BROWN, CINNAMON} {EQUAL} 0.694352 0.305648 0.00695231 301 0.050776 +C16 {WHITE, PINK, PURPLE, ...} {EQUAL} 0.680934 0.319066 0.00495999 257 0.0433536 +C11 {YELLOW} {?} 0 1 0.00265757 8 0.00134953 +C21 {RED} {CLUB} 0 1 0.00199318 6 0.00101215 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R02 +Variables + Type Name + Categorical CapColor + Categorical RingType + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{RED, YELLOW} 1807 0.304825 2 RED YELLOW +{BROWN} 1624 0.273954 1 BROWN +{GRAY, CINNAMON, PURPLE, ...} 1539 0.259615 4 GRAY CINNAMON PURPLE GREEN * +{WHITE} 731 0.123313 1 WHITE +{BUFF, PINK} 227 0.0382928 2 BUFF PINK +RingType +Group Frequency Coverage Size Value list +{PENDANT} 2787 0.470142 1 PENDANT +{EVANESCENT, FLARING} 2220 0.374494 2 EVANESCENT FLARING +{LARGE, NONE} 921 0.155364 2 LARGE NONE * + +Cell frequencies + RingType +CapColor {PENDANT} {EVANESCENT, FLARING} {LARGE, NONE} Total Coverage +{RED, YELLOW} 672 680 455 1807 0.304825 +{BROWN} 749 857 18 1624 0.273954 +{GRAY, CINNAMON, PURPLE, ...} 663 428 448 1539 0.259615 +{WHITE} 542 189 0 731 0.123313 +{BUFF, PINK} 161 66 0 227 0.0382928 +Total 2787 2220 921 5928 +Coverage 0.470142 0.374494 0.155364 + +Cells 13 +Cell Id CapColor RingType EDIBLE POISONOUS Interest Frequency Coverage +C1 {RED, YELLOW} {PENDANT} 1 0 0.169132 672 0.11336 +C6 {RED, YELLOW} {EVANESCENT, FLARING} 0.0441176 0.955882 0.157753 680 0.11471 +C11 {RED, YELLOW} {LARGE, NONE} 0 1 0.139714 455 0.0767544 +C13 {GRAY, CINNAMON, PURPLE, ...} {LARGE, NONE} 0 1 0.137564 448 0.0755735 +C8 {GRAY, CINNAMON, PURPLE, ...} {EVANESCENT, FLARING} 1 0 0.107721 428 0.0721997 +C2 {BROWN} {PENDANT} 0.87717 0.12283 0.0815299 749 0.12635 +C3 {GRAY, CINNAMON, PURPLE, ...} {PENDANT} 0.829563 0.170437 0.0515325 663 0.111842 +C9 {WHITE} {EVANESCENT, FLARING} 1 0 0.0475683 189 0.0318826 +C7 {BROWN} {EVANESCENT, FLARING} 0.283547 0.716453 0.0444378 857 0.144568 +C5 {BUFF, PINK} {PENDANT} 0.0372671 0.962733 0.0388121 161 0.0271592 +C10 {BUFF, PINK} {EVANESCENT, FLARING} 1 0 0.0166111 66 0.0111336 +C12 {BROWN} {LARGE, NONE} 0 1 0.00552713 18 0.00303644 +C4 {WHITE} {PENDANT} 0.603321 0.396679 0.00209747 542 0.0914305 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R03 +Variables + Type Name + Categorical Bruise + Categorical CapColor + +Variables stats +Bruise +Group Frequency Coverage Size Value list +{NO} 3568 0.601889 1 NO +{BRUISES} 2360 0.398111 1 BRUISES * +CapColor +Group Frequency Coverage Size Value list +{RED, YELLOW} 1807 0.304825 2 RED YELLOW +{BROWN} 1624 0.273954 1 BROWN +{GRAY, CINNAMON} 1516 0.255735 2 GRAY CINNAMON +{WHITE, PURPLE, GREEN} 754 0.127193 3 WHITE PURPLE GREEN * +{BUFF} 130 0.0219298 1 BUFF +{PINK} 97 0.016363 1 PINK + +Cell frequencies + CapColor +Bruise {RED, YELLOW} {BROWN} {GRAY, CINNAMON} {WHITE, PURPLE, GREEN} {BUFF} {PINK} Total Coverage +{NO} 1105 1028 1036 352 0 47 3568 0.601889 +{BRUISES} 702 596 480 402 130 50 2360 0.398111 +Total 1807 1624 1516 754 130 97 5928 +Coverage 0.304825 0.273954 0.255735 0.127193 0.0219298 0.016363 + +Cells 11 +Cell Id Bruise CapColor EDIBLE POISONOUS Interest Frequency Coverage +C1 {NO} {RED, YELLOW} 0 1 0.487078 1105 0.186404 +C2 {BRUISES} {RED, YELLOW} 1 0 0.253631 702 0.118421 +C4 {BRUISES} {BROWN} 0.845638 0.154362 0.0748033 596 0.10054 +C6 {BRUISES} {GRAY, CINNAMON} 0.866667 0.133333 0.0698285 480 0.0809717 +C7 {NO} {WHITE, PURPLE, GREEN} 0.880682 0.119318 0.0563179 352 0.0593792 +C3 {NO} {BROWN} 0.385214 0.614786 0.0265483 1028 0.173414 +C11 {NO} {PINK} 0 1 0.0207173 47 0.00792848 +C10 {BRUISES} {BUFF} 0.292308 0.707692 0.00899146 130 0.0219298 +C12 {BRUISES} {PINK} 0.68 0.32 0.0012638 50 0.00843455 +C8 {BRUISES} {WHITE, PURPLE, GREEN} 0.569652 0.430348 0.000580797 402 0.0678138 +C5 {NO} {GRAY, CINNAMON} 0.52027 0.47973 0.000239824 1036 0.174764 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R04 +Variables + Type Name + Categorical CapColor + Categorical GillSize + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{BROWN} 1624 0.273954 1 BROWN +{GRAY} 1484 0.250337 1 GRAY +{RED} 1074 0.181174 1 RED +{YELLOW, BUFF} 863 0.14558 2 YELLOW BUFF +{WHITE} 731 0.123313 1 WHITE +{PINK} 97 0.016363 1 PINK +{CINNAMON, PURPLE, GREEN} 55 0.009278 3 CINNAMON PURPLE GREEN * +GillSize +Group Frequency Coverage Size Value list +{BROAD} 4121 0.695175 1 BROAD +{NARROW} 1807 0.304825 1 NARROW * + +Cell frequencies + GillSize +CapColor {BROAD} {NARROW} Total Coverage +{BROWN} 849 775 1624 0.273954 +{GRAY} 1401 83 1484 0.250337 +{RED} 437 637 1074 0.181174 +{YELLOW, BUFF} 819 44 863 0.14558 +{WHITE} 551 180 731 0.123313 +{PINK} 50 47 97 0.016363 +{CINNAMON, PURPLE, GREEN} 14 41 55 0.009278 +Total 4121 1807 5928 +Coverage 0.695175 0.304825 + +Cells 14 +Cell Id CapColor GillSize EDIBLE POISONOUS Interest Frequency Coverage +C10 {RED} {NARROW} 0 1 0.265416 637 0.107456 +C1 {BROWN} {BROAD} 0.978799 0.0212014 0.243789 849 0.143219 +C8 {BROWN} {NARROW} 0.0890323 0.910968 0.190883 775 0.130735 +C3 {RED} {BROAD} 0.98627 0.01373 0.132424 437 0.0737179 +C5 {WHITE} {BROAD} 0.84392 0.15608 0.0645671 551 0.0929487 +C4 {YELLOW, BUFF} {BROAD} 0.339438 0.660562 0.0343705 819 0.138158 +C13 {PINK} {NARROW} 0 1 0.0195833 47 0.00792848 +C2 {GRAY} {BROAD} 0.640971 0.359029 0.0177373 1401 0.236336 +C14 {CINNAMON, PURPLE, GREEN} {NARROW} 1 0 0.0140023 41 0.00691633 +C12 {WHITE} {NARROW} 0.283333 0.716667 0.0126873 180 0.0303644 +C11 {YELLOW, BUFF} {NARROW} 0.704545 0.295455 0.00144749 44 0.0074224 +C9 {GRAY} {NARROW} 0.409639 0.590361 0.00141384 83 0.0140013 +C6 {PINK} {BROAD} 0.68 0.32 0.00119462 50 0.00843455 +C7 {CINNAMON, PURPLE, GREEN} {BROAD} 0.357143 0.642857 0.000484246 14 0.00236167 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R05 +Variables + Type Name + Categorical CapColor + Categorical SporePrintColor + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{RED, YELLOW} 1807 0.304825 2 RED YELLOW +{BROWN, PURPLE, GREEN} 1647 0.277834 3 BROWN PURPLE GREEN * +{GRAY, BUFF} 1614 0.272267 2 GRAY BUFF +{WHITE} 731 0.123313 1 WHITE +{PINK} 97 0.016363 1 PINK +{CINNAMON} 32 0.00539811 1 CINNAMON +SporePrintColor +Group Frequency Coverage Size Value list +{BROWN, BLACK, PURPLE} 2928 0.493927 3 BROWN BLACK PURPLE +{WHITE} 1711 0.28863 1 WHITE +{CHOCOLATE, GREEN, BUFF, ...} 1289 0.217443 5 CHOCOLATE GREEN BUFF ORANGE YELLOW * + +Cell frequencies + SporePrintColor +CapColor {BROWN, BLACK, PURPLE} {WHITE} {CHOCOLATE, GREEN, BUFF, ...} Total Coverage +{RED, YELLOW} 672 686 449 1807 0.304825 +{BROWN, PURPLE, GREEN} 805 713 129 1647 0.277834 +{GRAY, BUFF} 876 143 595 1614 0.272267 +{WHITE} 528 103 100 731 0.123313 +{PINK} 47 34 16 97 0.016363 +{CINNAMON} 0 32 0 32 0.00539811 +Total 2928 1711 1289 5928 +Coverage 0.493927 0.28863 0.217443 + +Cells 16 +Cell Id CapColor SporePrintColor EDIBLE POISONOUS Interest Frequency Coverage +C15 {GRAY, BUFF} {CHOCOLATE, GREEN, BUFF, ...} 0 1 0.158098 595 0.100371 +C1 {RED, YELLOW} {BROWN, BLACK, PURPLE} 1 0 0.146355 672 0.11336 +C7 {RED, YELLOW} {WHITE} 0.0437318 0.956268 0.13801 686 0.115722 +C3 {GRAY, BUFF} {BROWN, BLACK, PURPLE} 0.944064 0.0559361 0.127475 876 0.147773 +C13 {RED, YELLOW} {CHOCOLATE, GREEN, BUFF, ...} 0 1 0.119304 449 0.0757422 +C8 {BROWN, PURPLE, GREEN} {WHITE} 0.113604 0.886396 0.0978436 713 0.120277 +C2 {BROWN, PURPLE, GREEN} {BROWN, BLACK, PURPLE} 0.885714 0.114286 0.0802924 805 0.135796 +C9 {GRAY, BUFF} {WHITE} 1 0 0.031144 143 0.0241228 +C14 {BROWN, PURPLE, GREEN} {CHOCOLATE, GREEN, BUFF, ...} 1 0 0.0280949 129 0.0217611 +C4 {WHITE} {BROWN, BLACK, PURPLE} 0.765152 0.234848 0.0209026 528 0.0890688 +C10 {WHITE} {WHITE} 0.951456 0.0485437 0.0157193 103 0.0173752 +C5 {PINK} {BROWN, BLACK, PURPLE} 0 1 0.0124884 47 0.00792848 +C16 {WHITE} {CHOCOLATE, GREEN, BUFF, ...} 0.14 0.86 0.0118244 100 0.0168691 +C11 {PINK} {WHITE} 1 0 0.00740486 34 0.00573549 +C17 {PINK} {CHOCOLATE, GREEN, BUFF, ...} 0 1 0.00425138 16 0.00269906 +C12 {CINNAMON} {WHITE} 0.71875 0.28125 0.000792289 32 0.00539811 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R06 +Variables + Type Name + Categorical CapColor + Categorical CapSurface + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{BROWN, CINNAMON} 1656 0.279352 2 BROWN CINNAMON +{GRAY} 1484 0.250337 1 GRAY +{RED} 1074 0.181174 1 RED +{YELLOW} 733 0.12365 1 YELLOW +{WHITE} 731 0.123313 1 WHITE +{BUFF, PINK} 227 0.0382928 2 BUFF PINK +{PURPLE, GREEN} 23 0.00387989 2 PURPLE GREEN * +CapSurface +Group Frequency Coverage Size Value list +{SCALY} 2282 0.384953 1 SCALY +{SMOOTH} 1932 0.325911 1 SMOOTH +{FIBROUS} 1711 0.28863 1 FIBROUS +{GROOVES} 3 0.000506073 1 GROOVES * + +Cell frequencies + CapSurface +CapColor {SCALY} {SMOOTH} {FIBROUS} {GROOVES} Total Coverage +{BROWN, CINNAMON} 701 601 354 0 1656 0.279352 +{GRAY} 426 341 717 0 1484 0.250337 +{RED} 539 338 197 0 1074 0.181174 +{YELLOW} 380 111 242 0 733 0.12365 +{WHITE} 159 389 180 3 731 0.123313 +{BUFF, PINK} 54 152 21 0 227 0.0382928 +{PURPLE, GREEN} 23 0 0 0 23 0.00387989 +Total 2282 1932 1711 3 5928 +Coverage 0.384953 0.325911 0.28863 0.000506073 + +Cells 20 +Cell Id CapColor CapSurface EDIBLE POISONOUS Interest Frequency Coverage +C10 {RED} {SMOOTH} 0.0414201 0.95858 0.206193 338 0.0570175 +C15 {BROWN, CINNAMON} {FIBROUS} 0.985876 0.0141243 0.204177 354 0.0597166 +C18 {YELLOW} {FIBROUS} 0.0495868 0.950413 0.141085 242 0.0408232 +C17 {RED} {FIBROUS} 1 0 0.128432 197 0.0332321 +C11 {YELLOW} {SMOOTH} 1 0 0.0723653 111 0.0187247 +C19 {WHITE} {FIBROUS} 0.872222 0.127778 0.04908 180 0.0303644 +C9 {GRAY} {SMOOTH} 0.733138 0.266862 0.0295425 341 0.0575236 +C13 {BUFF, PINK} {SMOOTH} 0.236842 0.763158 0.0291614 152 0.025641 +C16 {GRAY} {FIBROUS} 0.662483 0.337517 0.025174 717 0.120951 +C3 {RED} {SCALY} 0.408163 0.591837 0.0179458 539 0.0909244 +C4 {YELLOW} {SCALY} 0.389474 0.610526 0.0167036 380 0.0641026 +C20 {BUFF, PINK} {FIBROUS} 0 1 0.0167032 21 0.00354251 +C8 {BROWN, CINNAMON} {SMOOTH} 0.424293 0.575707 0.0152073 601 0.101383 +C7 {PURPLE, GREEN} {SCALY} 1 0 0.0149946 23 0.00387989 +C12 {WHITE} {SMOOTH} 0.642674 0.357326 0.00970831 389 0.0656208 +C1 {BROWN, CINNAMON} {SCALY} 0.455064 0.544936 0.00919972 701 0.118252 +C5 {WHITE} {SCALY} 0.685535 0.314465 0.00782744 159 0.0268219 +C26 {WHITE} {GROOVES} 0 1 0.00238617 3 0.000506073 +C2 {GRAY} {SCALY} 0.485915 0.514085 0.00208887 426 0.0718623 +C6 {BUFF, PINK} {SCALY} 0.666667 0.333333 0.00202428 54 0.00910931 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R07 +Variables + Type Name + Categorical GillColor + Categorical StalkShape + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{PINK, GRAY} 1597 0.269399 2 PINK GRAY +{BUFF, RED, ORANGE} 1357 0.228914 3 BUFF RED ORANGE +{BROWN, BLACK, YELLOW} 1173 0.197874 3 BROWN BLACK YELLOW +{WHITE} 872 0.147099 1 WHITE +{CHOCOLATE, GREEN} 577 0.0973347 2 CHOCOLATE GREEN * +{PURPLE} 352 0.0593792 1 PURPLE +StalkShape +Group Frequency Coverage Size Value list +{TAPERING} 3459 0.583502 1 TAPERING +{ENLARGING} 2469 0.416498 1 ENLARGING * + +Cell frequencies + StalkShape +GillColor {TAPERING} {ENLARGING} Total Coverage +{PINK, GRAY} 579 1018 1597 0.269399 +{BUFF, RED, ORANGE} 1241 116 1357 0.228914 +{BROWN, BLACK, YELLOW} 683 490 1173 0.197874 +{WHITE} 403 469 872 0.147099 +{CHOCOLATE, GREEN} 246 331 577 0.0973347 +{PURPLE} 307 45 352 0.0593792 +Total 3459 2469 5928 +Coverage 0.583502 0.416498 + +Cells 12 +Cell Id GillColor StalkShape EDIBLE POISONOUS Interest Frequency Coverage +C2 {BUFF, RED, ORANGE} {TAPERING} 0 1 0.410066 1241 0.209345 +C3 {BROWN, BLACK, YELLOW} {TAPERING} 1 0 0.184983 683 0.115216 +C11 {CHOCOLATE, GREEN} {ENLARGING} 0.0332326 0.966767 0.0878566 331 0.0558367 +C6 {PURPLE} {TAPERING} 1 0 0.0831474 307 0.0517881 +C1 {PINK, GRAY} {TAPERING} 0.880829 0.119171 0.0695115 579 0.0976721 +C7 {PINK, GRAY} {ENLARGING} 0.304519 0.695481 0.0474469 1018 0.171727 +C4 {WHITE} {TAPERING} 0.836228 0.163772 0.0354127 403 0.0679825 +C8 {BUFF, RED, ORANGE} {ENLARGING} 1 0 0.0314173 116 0.0195682 +C10 {WHITE} {ENLARGING} 0.776119 0.223881 0.0254776 469 0.0791161 +C9 {BROWN, BLACK, YELLOW} {ENLARGING} 0.7 0.3 0.0120902 490 0.0826586 +C5 {CHOCOLATE, GREEN} {TAPERING} 0.723577 0.276423 0.00799127 246 0.041498 +C12 {PURPLE} {ENLARGING} 0.2 0.8 0.00459977 45 0.00759109 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R08 +Variables + Type Name + Categorical CapColor + Categorical StalkShape + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{BROWN, CINNAMON} 1656 0.279352 2 BROWN CINNAMON +{GRAY} 1484 0.250337 1 GRAY +{RED, PURPLE, GREEN} 1097 0.185054 3 RED PURPLE GREEN * +{YELLOW, PINK} 830 0.140013 2 YELLOW PINK +{WHITE} 731 0.123313 1 WHITE +{BUFF} 130 0.0219298 1 BUFF +StalkShape +Group Frequency Coverage Size Value list +{TAPERING} 3459 0.583502 1 TAPERING +{ENLARGING} 2469 0.416498 1 ENLARGING * + +Cell frequencies + StalkShape +CapColor {TAPERING} {ENLARGING} Total Coverage +{BROWN, CINNAMON} 1182 474 1656 0.279352 +{GRAY} 857 627 1484 0.250337 +{RED, PURPLE, GREEN} 1038 59 1097 0.185054 +{YELLOW, PINK} 31 799 830 0.140013 +{WHITE} 280 451 731 0.123313 +{BUFF} 71 59 130 0.0219298 +Total 3459 2469 5928 +Coverage 0.583502 0.416498 + +Cells 12 +Cell Id CapColor StalkShape EDIBLE POISONOUS Interest Frequency Coverage +C2 {GRAY} {TAPERING} 0.925321 0.0746791 0.432787 857 0.144568 +C8 {GRAY} {ENLARGING} 0.221691 0.778309 0.174692 627 0.105769 +C10 {YELLOW, PINK} {ENLARGING} 0.342929 0.657071 0.0806525 799 0.134784 +C6 {BUFF} {TAPERING} 0 1 0.07382 71 0.0119771 +C3 {RED, PURPLE, GREEN} {TAPERING} 0.38632 0.61368 0.0622882 1038 0.175101 +C7 {BROWN, CINNAMON} {ENLARGING} 0.727848 0.272152 0.0507492 474 0.0799595 +C5 {WHITE} {TAPERING} 0.757143 0.242857 0.0402597 280 0.0472335 +C4 {YELLOW, PINK} {TAPERING} 1 0 0.0264184 31 0.00522942 +C9 {RED, PURPLE, GREEN} {ENLARGING} 0.898305 0.101695 0.0250215 59 0.00995277 +C11 {WHITE} {ENLARGING} 0.674058 0.325942 0.024693 451 0.0760796 +C1 {BROWN, CINNAMON} {TAPERING} 0.489002 0.510998 0.0066433 1182 0.199393 +C12 {BUFF} {ENLARGING} 0.644068 0.355932 0.00197537 59 0.00995277 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R09 +Variables + Type Name + Categorical CapColor + Categorical StalkColorBelowRing + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{BROWN, CINNAMON} 1656 0.279352 2 BROWN CINNAMON +{GRAY} 1484 0.250337 1 GRAY +{RED, PINK} 1171 0.197537 2 RED PINK +{YELLOW, PURPLE, GREEN} 756 0.12753 3 YELLOW PURPLE GREEN * +{WHITE} 731 0.123313 1 WHITE +{BUFF} 130 0.0219298 1 BUFF +StalkColorBelowRing +Group Frequency Coverage Size Value list +{WHITE} 3303 0.557186 1 WHITE +{PINK, YELLOW} 1328 0.224022 2 PINK YELLOW * +{BROWN, BUFF} 664 0.112011 2 BROWN BUFF +{GRAY, ORANGE, RED} 600 0.101215 3 GRAY ORANGE RED +{CINNAMON} 33 0.0055668 1 CINNAMON + +Cell frequencies + StalkColorBelowRing +CapColor {WHITE} {PINK, YELLOW} {BROWN, BUFF} {GRAY, ORANGE, RED} {CINNAMON} Total Coverage +{BROWN, CINNAMON} 833 436 67 293 27 1656 0.279352 +{GRAY} 777 285 290 132 0 1484 0.250337 +{RED, PINK} 559 452 0 154 6 1171 0.197537 +{YELLOW, PURPLE, GREEN} 294 155 307 0 0 756 0.12753 +{WHITE} 731 0 0 0 0 731 0.123313 +{BUFF} 109 0 0 21 0 130 0.0219298 +Total 3303 1328 664 600 33 5928 +Coverage 0.557186 0.224022 0.112011 0.101215 0.0055668 + +Cells 19 +Cell Id CapColor StalkColorBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C16 {YELLOW, PURPLE, GREEN} {BROWN, BUFF} 0 1 0.146638 307 0.0517881 +C14 {GRAY} {BROWN, BUFF} 0 1 0.138518 290 0.0489204 +C4 {YELLOW, PURPLE, GREEN} {WHITE} 1 0 0.115102 294 0.0495951 +C19 {BROWN, CINNAMON} {GRAY, ORANGE, RED} 1 0 0.114711 293 0.0494265 +C2 {GRAY} {WHITE} 0.854569 0.145431 0.112601 777 0.131073 +C10 {YELLOW, PURPLE, GREEN} {PINK, YELLOW} 0 1 0.0740354 155 0.0261471 +C21 {RED, PINK} {GRAY, ORANGE, RED} 1 0 0.0602916 154 0.0259784 +C20 {GRAY} {GRAY, ORANGE, RED} 1 0 0.0516785 132 0.0222672 +C9 {RED, PINK} {PINK, YELLOW} 0.287611 0.712389 0.0352473 452 0.0762483 +C3 {RED, PINK} {WHITE} 0.323792 0.676208 0.0314766 559 0.0942982 +C7 {BROWN, CINNAMON} {PINK, YELLOW} 0.309633 0.690367 0.0280486 436 0.0735493 +C5 {WHITE} {WHITE} 0.705882 0.294118 0.0280161 731 0.123313 +C6 {BUFF} {WHITE} 0.155963 0.844037 0.0211153 109 0.0183873 +C13 {BROWN, CINNAMON} {BROWN, BUFF} 0.940299 0.0597015 0.0171082 67 0.0113023 +C25 {BROWN, CINNAMON} {CINNAMON} 0 1 0.0128965 27 0.00455466 +C24 {BUFF} {GRAY, ORANGE, RED} 1 0 0.00822158 21 0.00354251 +C27 {RED, PINK} {CINNAMON} 0 1 0.00286589 6 0.00101215 +C8 {GRAY} {PINK, YELLOW} 0.477193 0.522807 0.00116802 285 0.0480769 +C1 {BROWN, CINNAMON} {WHITE} 0.518607 0.481393 0.000260945 833 0.14052 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R10 +Variables + Type Name + Categorical CapColor + Categorical Population + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{BROWN, RED, WHITE} 3429 0.578441 3 BROWN RED WHITE +{GRAY} 1484 0.250337 1 GRAY +{YELLOW} 733 0.12365 1 YELLOW +{BUFF, PINK} 227 0.0382928 2 BUFF PINK +{CINNAMON, PURPLE, GREEN} 55 0.009278 3 CINNAMON PURPLE GREEN * +Population +Group Frequency Coverage Size Value list +{SEVERAL} 2890 0.487517 1 SEVERAL +{SOLITARY} 1178 0.198718 1 SOLITARY +{SCATTERED} 966 0.162955 1 SCATTERED +{ABUNDANT, NUMEROUS} 650 0.109649 2 ABUNDANT NUMEROUS +{CLUSTERED} 244 0.0411606 1 CLUSTERED * + +Cell frequencies + Population +CapColor {SEVERAL} {SOLITARY} {SCATTERED} {ABUNDANT, NUMEROUS} {CLUSTERED} Total Coverage +{BROWN, RED, WHITE} 1983 470 492 320 164 3429 0.578441 +{GRAY} 512 436 296 240 0 1484 0.250337 +{YELLOW} 263 257 118 90 5 733 0.12365 +{BUFF, PINK} 99 2 60 0 66 227 0.0382928 +{CINNAMON, PURPLE, GREEN} 33 13 0 0 9 55 0.009278 +Total 2890 1178 966 650 244 5928 +Coverage 0.487517 0.198718 0.162955 0.109649 0.0411606 + +Cells 21 +Cell Id CapColor Population EDIBLE POISONOUS Interest Frequency Coverage +C6 {BROWN, RED, WHITE} {SOLITARY} 1 0 0.191548 470 0.0792848 +C1 {BROWN, RED, WHITE} {SEVERAL} 0.288452 0.711548 0.159842 1983 0.334514 +C16 {BROWN, RED, WHITE} {ABUNDANT, NUMEROUS} 1 0 0.130416 320 0.0539811 +C17 {GRAY} {ABUNDANT, NUMEROUS} 1 0 0.0978119 240 0.0404858 +C3 {YELLOW} {SEVERAL} 0.117871 0.882129 0.0659522 263 0.0443657 +C8 {YELLOW} {SOLITARY} 0.124514 0.875486 0.0620944 257 0.0433536 +C13 {YELLOW} {SCATTERED} 1 0 0.0480908 118 0.0199055 +C12 {GRAY} {SCATTERED} 0.834459 0.165541 0.0386334 296 0.0499325 +C4 {BUFF, PINK} {SEVERAL} 0.040404 0.959596 0.0379696 99 0.0167004 +C18 {YELLOW} {ABUNDANT, NUMEROUS} 1 0 0.0366794 90 0.0151822 +C14 {BUFF, PINK} {SCATTERED} 0 1 0.0298334 60 0.0101215 +C24 {BUFF, PINK} {CLUSTERED} 1 0 0.0268983 66 0.0111336 +C11 {BROWN, RED, WHITE} {SCATTERED} 0.711382 0.288618 0.0209506 492 0.082996 +C21 {BROWN, RED, WHITE} {CLUSTERED} 0.823171 0.176829 0.0196715 164 0.0276653 +C5 {CINNAMON, PURPLE, GREEN} {SEVERAL} 1 0 0.0134491 33 0.0055668 +C2 {GRAY} {SEVERAL} 0.433594 0.566406 0.00678535 512 0.0863698 +C10 {CINNAMON, PURPLE, GREEN} {SOLITARY} 1 0 0.00529814 13 0.00219298 +C25 {CINNAMON, PURPLE, GREEN} {CLUSTERED} 0 1 0.00447501 9 0.00151822 +C23 {YELLOW} {CLUSTERED} 0 1 0.00248612 5 0.000843455 +C9 {BUFF, PINK} {SOLITARY} 1 0 0.000815099 2 0.000337382 +C7 {GRAY} {SOLITARY} 0.511468 0.488532 0.000299497 436 0.0735493 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R11 +Variables + Type Name + Categorical CapColor + Categorical GillColor + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{BROWN, PURPLE, GREEN} 1647 0.277834 3 BROWN PURPLE GREEN * +{GRAY, CINNAMON} 1516 0.255735 2 GRAY CINNAMON +{RED} 1074 0.181174 1 RED +{YELLOW} 733 0.12365 1 YELLOW +{WHITE} 731 0.123313 1 WHITE +{BUFF, PINK} 227 0.0382928 2 BUFF PINK +GillColor +Group Frequency Coverage Size Value list +{BUFF} 1241 0.209345 1 BUFF +{PINK} 1080 0.182186 1 PINK +{WHITE} 872 0.147099 1 WHITE +{BROWN} 758 0.127868 1 BROWN +{GRAY, YELLOW} 586 0.0988529 2 GRAY YELLOW +{CHOCOLATE} 559 0.0942982 1 CHOCOLATE +{PURPLE, ORANGE, GREEN} 421 0.0710189 3 PURPLE ORANGE GREEN * +{BLACK} 346 0.0583671 1 BLACK +{RED} 65 0.0109649 1 RED + +Cell frequencies + GillColor +CapColor {BUFF} {PINK} {WHITE} {BROWN} {GRAY, YELLOW} {CHOCOLATE} {PURPLE, ORANGE, GREEN} {BLACK} {RED} Total Coverage +{BROWN, PURPLE, GREEN} 604 198 240 234 68 46 160 81 16 1647 0.277834 +{GRAY, CINNAMON} 0 409 197 210 203 276 121 100 0 1516 0.255735 +{RED} 637 99 121 103 3 0 95 0 16 1074 0.181174 +{YELLOW} 0 185 90 61 192 151 0 54 0 733 0.12365 +{WHITE} 0 155 148 137 98 61 21 111 0 731 0.123313 +{BUFF, PINK} 0 34 76 13 22 25 24 0 33 227 0.0382928 +Total 1241 1080 872 758 586 559 421 346 65 5928 +Coverage 0.209345 0.182186 0.147099 0.127868 0.0988529 0.0942982 0.0710189 0.0583671 0.0109649 + +Cells 43 +Cell Id CapColor GillColor EDIBLE POISONOUS Interest Frequency Coverage +C3 {RED} {BUFF} 0 1 0.20894 637 0.107456 +C1 {BROWN, PURPLE, GREEN} {BUFF} 0 1 0.198115 604 0.101889 +C34 {YELLOW} {CHOCOLATE} 0 1 0.0495289 151 0.0254723 +C37 {BROWN, PURPLE, GREEN} {PURPLE, ORANGE, GREEN} 1 0 0.043016 160 0.0269906 +C20 {GRAY, CINNAMON} {BROWN} 0.942857 0.0571429 0.0374325 210 0.0354251 +C19 {BROWN, PURPLE, GREEN} {BROWN} 0.893162 0.106838 0.0302678 234 0.0394737 +C7 {BROWN, PURPLE, GREEN} {PINK} 0.909091 0.0909091 0.0284164 198 0.0334008 +C21 {RED} {BROWN} 1 0 0.0276915 103 0.0173752 +C44 {GRAY, CINNAMON} {BLACK} 1 0 0.026885 100 0.0168691 +C15 {RED} {WHITE} 0.975207 0.0247934 0.0266781 121 0.0204116 +C9 {RED} {PINK} 1 0 0.0266161 99 0.0167004 +C39 {RED} {PURPLE, ORANGE, GREEN} 1 0 0.0255407 95 0.0160256 +C14 {GRAY, CINNAMON} {WHITE} 0.878173 0.121827 0.0230617 197 0.0332321 +C26 {GRAY, CINNAMON} {GRAY, YELLOW} 0.197044 0.802956 0.0209925 203 0.0342443 +C10 {YELLOW} {PINK} 0.183784 0.816216 0.0207999 185 0.0312078 +C13 {BROWN, PURPLE, GREEN} {WHITE} 0.820833 0.179167 0.0186554 240 0.0404858 +C28 {YELLOW} {GRAY, YELLOW} 0.223958 0.776042 0.0166169 192 0.0323887 +C22 {YELLOW} {BROWN} 1 0 0.0163998 61 0.0102901 +C38 {GRAY, CINNAMON} {PURPLE, ORANGE, GREEN} 0.892562 0.107438 0.0155895 121 0.0204116 +C46 {YELLOW} {BLACK} 1 0 0.0145179 54 0.00910931 +C31 {BROWN, PURPLE, GREEN} {CHOCOLATE} 1 0 0.0123671 46 0.00775978 +C12 {BUFF, PINK} {PINK} 0 1 0.0111522 34 0.00573549 +C16 {YELLOW} {WHITE} 0.877778 0.122222 0.0105078 90 0.0151822 +C54 {BUFF, PINK} {RED} 1 0 0.00887205 33 0.0055668 +C36 {BUFF, PINK} {CHOCOLATE} 0 1 0.00820014 25 0.00421727 +C47 {WHITE} {BLACK} 0.810811 0.189189 0.00798344 111 0.0187247 +C42 {BUFF, PINK} {PURPLE, ORANGE, GREEN} 0 1 0.00787214 24 0.00404858 +C29 {WHITE} {GRAY, YELLOW} 0.816327 0.183673 0.00735819 98 0.0165317 +C30 {BUFF, PINK} {GRAY, YELLOW} 0 1 0.00721613 22 0.0037112 +C23 {WHITE} {BROWN} 0.766423 0.233577 0.00677338 137 0.0231107 +C25 {BROWN, PURPLE, GREEN} {GRAY, YELLOW} 0.852941 0.147059 0.0066899 68 0.011471 +C32 {GRAY, CINNAMON} {CHOCOLATE} 0.373188 0.626812 0.00620231 276 0.0465587 +C49 {BROWN, PURPLE, GREEN} {RED} 1 0 0.0043016 16 0.00269906 +C51 {RED} {RED} 1 0 0.0043016 16 0.00269906 +C24 {BUFF, PINK} {BROWN} 0 1 0.00426408 13 0.00219298 +C41 {WHITE} {PURPLE, ORANGE, GREEN} 0.190476 0.809524 0.00226418 21 0.00354251 +C11 {WHITE} {PINK} 0.658065 0.341935 0.00208949 155 0.0261471 +C43 {BROWN, PURPLE, GREEN} {BLACK} 0.703704 0.296296 0.00207636 81 0.013664 +C17 {WHITE} {WHITE} 0.641892 0.358108 0.001501 148 0.0249663 +C27 {RED} {GRAY, YELLOW} 0 1 0.000984017 3 0.000506073 +C35 {WHITE} {CHOCOLATE} 0.655738 0.344262 0.000791155 61 0.0102901 +C8 {GRAY, CINNAMON} {PINK} 0.569682 0.430318 0.000440472 409 0.0689946 +C18 {BUFF, PINK} {WHITE} 0.513158 0.486842 2.95557e-05 76 0.0128205 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R12 +Variables + Type Name + Categorical CapColor + Categorical StalkSurfaceAboveRing + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{BROWN, RED} 2698 0.455128 2 BROWN RED +{GRAY, CINNAMON} 1516 0.255735 2 GRAY CINNAMON +{YELLOW, PURPLE, GREEN} 756 0.12753 3 YELLOW PURPLE GREEN * +{WHITE} 731 0.123313 1 WHITE +{BUFF, PINK} 227 0.0382928 2 BUFF PINK +StalkSurfaceAboveRing +Group Frequency Coverage Size Value list +{SMOOTH} 3753 0.633097 1 SMOOTH +{SILKY} 1653 0.278846 1 SILKY +{FIBROUS, SCALY} 522 0.0880567 2 FIBROUS SCALY * + +Cell frequencies + StalkSurfaceAboveRing +CapColor {SMOOTH} {SILKY} {FIBROUS, SCALY} Total Coverage +{BROWN, RED} 1931 650 117 2698 0.455128 +{GRAY, CINNAMON} 776 499 241 1516 0.255735 +{YELLOW, PURPLE, GREEN} 294 457 5 756 0.12753 +{WHITE} 559 47 125 731 0.123313 +{BUFF, PINK} 193 0 34 227 0.0382928 +Total 3753 1653 522 5928 +Coverage 0.633097 0.278846 0.0880567 + +Cells 14 +Cell Id CapColor StalkSurfaceAboveRing EDIBLE POISONOUS Interest Frequency Coverage +C6 {BROWN, RED} {SILKY} 0 1 0.283763 650 0.109649 +C8 {YELLOW, PURPLE, GREEN} {SILKY} 0 1 0.199507 457 0.0770918 +C2 {GRAY, CINNAMON} {SMOOTH} 0.900773 0.0992268 0.140428 776 0.130904 +C7 {GRAY, CINNAMON} {SILKY} 0.102204 0.897796 0.119817 499 0.0841768 +C3 {YELLOW, PURPLE, GREEN} {SMOOTH} 1 0 0.1052 294 0.0495951 +C11 {BROWN, RED} {FIBROUS, SCALY} 1 0 0.0418655 117 0.0197368 +C12 {GRAY, CINNAMON} {FIBROUS, SCALY} 0.850622 0.149378 0.0310424 241 0.0406545 +C1 {BROWN, RED} {SMOOTH} 0.62869 0.37131 0.0199921 1931 0.325742 +C9 {WHITE} {SILKY} 1 0 0.0168178 47 0.00792848 +C15 {BUFF, PINK} {FIBROUS, SCALY} 0 1 0.014843 34 0.00573549 +C4 {WHITE} {SMOOTH} 0.677996 0.322004 0.0136025 559 0.0942982 +C5 {BUFF, PINK} {SMOOTH} 0.373057 0.626943 0.00578199 193 0.0325574 +C14 {WHITE} {FIBROUS, SCALY} 0.72 0.28 0.00515652 125 0.0210864 +C13 {YELLOW, PURPLE, GREEN} {FIBROUS, SCALY} 0 1 0.00218279 5 0.000843455 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R13 +Variables + Type Name + Categorical GillColor + Categorical StalkRoot + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{BROWN, PURPLE, BLACK} 1456 0.245614 3 BROWN PURPLE BLACK +{PINK, YELLOW, RED, ...} 1265 0.213394 4 PINK YELLOW RED ORANGE +{BUFF} 1241 0.209345 1 BUFF +{CHOCOLATE, GRAY, GREEN} 1094 0.184548 3 CHOCOLATE GRAY GREEN * +{WHITE} 872 0.147099 1 WHITE +StalkRoot +Group Frequency Coverage Size Value list +{BULBOUS} 2649 0.446862 1 BULBOUS +{?, ROOTED} 1892 0.319163 2 ? ROOTED * +{EQUAL} 979 0.165148 1 EQUAL +{CLUB} 408 0.0688259 1 CLUB + +Cell frequencies + StalkRoot +GillColor {BULBOUS} {?, ROOTED} {EQUAL} {CLUB} Total Coverage +{BROWN, PURPLE, BLACK} 690 86 495 185 1456 0.245614 +{PINK, YELLOW, RED, ...} 716 284 245 20 1265 0.213394 +{BUFF} 0 1241 0 0 1241 0.209345 +{CHOCOLATE, GRAY, GREEN} 733 76 195 90 1094 0.184548 +{WHITE} 510 205 44 113 872 0.147099 +Total 2649 1892 979 408 5928 +Coverage 0.446862 0.319163 0.165148 0.0688259 + +Cells 17 +Cell Id GillColor StalkRoot EDIBLE POISONOUS Interest Frequency Coverage +C8 {BUFF} {?, ROOTED} 0 1 0.353226 1241 0.209345 +C4 {CHOCOLATE, GRAY, GREEN} {BULBOUS} 0 1 0.208634 733 0.12365 +C1 {BROWN, PURPLE, BLACK} {BULBOUS} 0.9 0.1 0.0810006 690 0.116397 +C7 {PINK, YELLOW, RED, ...} {?, ROOTED} 1 0 0.0662564 284 0.0479082 +C14 {CHOCOLATE, GRAY, GREEN} {EQUAL} 1 0 0.0454929 195 0.0328947 +C16 {BROWN, PURPLE, BLACK} {CLUB} 1 0 0.04316 185 0.0312078 +C5 {WHITE} {BULBOUS} 0.821569 0.178431 0.0345939 510 0.0860324 +C11 {BROWN, PURPLE, BLACK} {EQUAL} 0.810101 0.189899 0.0307218 495 0.083502 +C10 {WHITE} {?, ROOTED} 0.912195 0.0878049 0.0260478 205 0.0345816 +C19 {CHOCOLATE, GRAY, GREEN} {CLUB} 1 0 0.0209967 90 0.0151822 +C12 {PINK, YELLOW, RED, ...} {EQUAL} 0.853061 0.146939 0.0209336 245 0.0413293 +C6 {BROWN, PURPLE, BLACK} {?, ROOTED} 1 0 0.0200635 86 0.0145074 +C9 {CHOCOLATE, GRAY, GREEN} {?, ROOTED} 1 0 0.0177306 76 0.0128205 +C15 {WHITE} {EQUAL} 0 1 0.0125237 44 0.0074224 +C20 {WHITE} {CLUB} 0.840708 0.159292 0.00883767 113 0.0190621 +C17 {PINK, YELLOW, RED, ...} {CLUB} 0 1 0.0056926 20 0.00337382 +C2 {PINK, YELLOW, RED, ...} {BULBOUS} 0.446927 0.553073 0.00408821 716 0.120783 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R14 +Variables + Type Name + Categorical CapColor + Categorical StalkSurfaceBelowRing + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{BROWN, PURPLE, GREEN} 1647 0.277834 3 BROWN PURPLE GREEN * +{GRAY, CINNAMON} 1516 0.255735 2 GRAY CINNAMON +{RED} 1074 0.181174 1 RED +{YELLOW} 733 0.12365 1 YELLOW +{WHITE} 731 0.123313 1 WHITE +{BUFF, PINK} 227 0.0382928 2 BUFF PINK +StalkSurfaceBelowRing +Group Frequency Coverage Size Value list +{SMOOTH} 3587 0.605094 1 SMOOTH +{SILKY} 1604 0.27058 1 SILKY +{FIBROUS} 544 0.0917679 1 FIBROUS +{SCALY} 193 0.0325574 1 SCALY * + +Cell frequencies + StalkSurfaceBelowRing +CapColor {SMOOTH} {SILKY} {FIBROUS} {SCALY} Total Coverage +{BROWN, PURPLE, GREEN} 1109 304 131 103 1647 0.277834 +{GRAY, CINNAMON} 785 487 235 9 1516 0.255735 +{RED} 755 313 0 6 1074 0.181174 +{YELLOW} 209 449 0 75 733 0.12365 +{WHITE} 539 51 141 0 731 0.123313 +{BUFF, PINK} 190 0 37 0 227 0.0382928 +Total 3587 1604 544 193 5928 +Coverage 0.605094 0.27058 0.0917679 0.0325574 + +Cells 19 +Cell Id CapColor StalkSurfaceBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C10 {YELLOW} {SILKY} 0 1 0.201464 449 0.0757422 +C9 {RED} {SILKY} 0 1 0.140441 313 0.0528003 +C2 {GRAY, CINNAMON} {SMOOTH} 0.894268 0.105732 0.139914 785 0.132422 +C7 {BROWN, PURPLE, GREEN} {SILKY} 0 1 0.136403 304 0.0512821 +C8 {GRAY, CINNAMON} {SILKY} 0.0985626 0.901437 0.122613 487 0.0821525 +C4 {YELLOW} {SMOOTH} 1 0 0.0768644 209 0.0352564 +C13 {BROWN, PURPLE, GREEN} {FIBROUS} 1 0 0.0481782 131 0.0220985 +C14 {GRAY, CINNAMON} {FIBROUS} 0.87234 0.12766 0.036176 235 0.0396424 +C11 {WHITE} {SILKY} 1 0 0.0187564 51 0.00860324 +C1 {BROWN, PURPLE, GREEN} {SMOOTH} 0.646528 0.353472 0.0167614 1109 0.187078 +C18 {BUFF, PINK} {FIBROUS} 0 1 0.0166017 37 0.00624157 +C5 {WHITE} {SMOOTH} 0.667904 0.332096 0.0116166 539 0.0909244 +C22 {YELLOW} {SCALY} 0.826667 0.173333 0.00833543 75 0.0126518 +C17 {WHITE} {FIBROUS} 0.744681 0.255319 0.00775319 141 0.0237854 +C6 {BUFF, PINK} {SMOOTH} 0.378947 0.621053 0.00542704 190 0.0320513 +C19 {BROWN, PURPLE, GREEN} {SCALY} 0.728155 0.271845 0.00477481 103 0.0173752 +C20 {GRAY, CINNAMON} {SCALY} 0 1 0.00403825 9 0.00151822 +C21 {RED} {SCALY} 0 1 0.00269217 6 0.00101215 +C3 {RED} {SMOOTH} 0.570861 0.429139 0.00118806 755 0.127362 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R15 +Variables + Type Name + Categorical CapColor + Categorical Habitat + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{RED, WHITE} 1805 0.304487 2 RED WHITE +{BROWN} 1624 0.273954 1 BROWN +{GRAY} 1484 0.250337 1 GRAY +{YELLOW} 733 0.12365 1 YELLOW +{BUFF, PINK} 227 0.0382928 2 BUFF PINK +{CINNAMON} 32 0.00539811 1 CINNAMON +{PURPLE, GREEN} 23 0.00387989 2 PURPLE GREEN * +Habitat +Group Frequency Coverage Size Value list +{WOODS} 2224 0.375169 1 WOODS +{GRASSES} 1684 0.284076 1 GRASSES +{LEAVES, URBAN} 872 0.147099 2 LEAVES URBAN +{PATHS} 799 0.134784 1 PATHS +{MEADOWS} 220 0.037112 1 MEADOWS +{WASTE} 129 0.0217611 1 WASTE * + +Cell frequencies + Habitat +CapColor {WOODS} {GRASSES} {LEAVES, URBAN} {PATHS} {MEADOWS} {WASTE} Total Coverage +{RED, WHITE} 706 452 298 208 111 30 1805 0.304487 +{BROWN} 641 254 451 245 0 33 1624 0.273954 +{GRAY} 604 658 68 154 0 0 1484 0.250337 +{YELLOW} 194 261 5 181 92 0 733 0.12365 +{BUFF, PINK} 47 59 32 6 17 66 227 0.0382928 +{CINNAMON} 9 0 18 5 0 0 32 0.00539811 +{PURPLE, GREEN} 23 0 0 0 0 0 23 0.00387989 +Total 2224 1684 872 799 220 129 5928 +Coverage 0.375169 0.284076 0.147099 0.134784 0.037112 0.0217611 + +Cells 30 +Cell Id CapColor Habitat EDIBLE POISONOUS Interest Frequency Coverage +C15 {RED, WHITE} {LEAVES, URBAN} 0 1 0.183105 298 0.0502699 +C22 {RED, WHITE} {PATHS} 0 1 0.127805 208 0.0350877 +C24 {GRAY} {PATHS} 0.0324675 0.967532 0.0763429 154 0.0259784 +C23 {BROWN} {PATHS} 0.155102 0.844898 0.061364 245 0.0413293 +C8 {RED, WHITE} {GRASSES} 0.803097 0.196903 0.0572764 452 0.0762483 +C10 {GRAY} {GRASSES} 0.740122 0.259878 0.0473273 658 0.110999 +C4 {YELLOW} {WOODS} 0.159794 0.840206 0.0472623 194 0.032726 +C32 {YELLOW} {MEADOWS} 1 0 0.0463339 92 0.0155196 +C25 {YELLOW} {PATHS} 0.18232 0.81768 0.0384692 181 0.0305331 +C9 {BROWN} {GRASSES} 0.822835 0.177165 0.0375535 254 0.0428475 +C12 {BUFF, PINK} {GRASSES} 0 1 0.0362522 59 0.00995277 +C40 {BUFF, PINK} {WASTE} 1 0 0.0332396 66 0.0111336 +C29 {RED, WHITE} {MEADOWS} 0.918919 0.0810811 0.0317941 111 0.0187247 +C5 {BUFF, PINK} {WOODS} 0 1 0.0288789 47 0.00792848 +C19 {BUFF, PINK} {LEAVES, URBAN} 0 1 0.0196622 32 0.00539811 +C3 {GRAY} {WOODS} 0.672185 0.327815 0.0190122 604 0.101889 +C37 {BROWN} {WASTE} 1 0 0.0166198 33 0.0055668 +C36 {RED, WHITE} {WASTE} 1 0 0.0151089 30 0.00506073 +C1 {RED, WHITE} {WOODS} 0.640227 0.359773 0.0129952 706 0.119096 +C7 {PURPLE, GREEN} {WOODS} 1 0 0.0115835 23 0.00387989 +C2 {BROWN} {WOODS} 0.638066 0.361934 0.0113157 641 0.108131 +C33 {BUFF, PINK} {MEADOWS} 0 1 0.0104456 17 0.00286775 +C20 {CINNAMON} {LEAVES, URBAN} 1 0 0.00906533 18 0.00303644 +C6 {CINNAMON} {WOODS} 0 1 0.00553 9 0.00151822 +C11 {YELLOW} {GRASSES} 0.440613 0.559387 0.00369892 261 0.0440283 +C16 {BROWN} {LEAVES, URBAN} 0.467849 0.532151 0.00321737 451 0.0760796 +C18 {YELLOW} {LEAVES, URBAN} 0 1 0.00307222 5 0.000843455 +C26 {BUFF, PINK} {PATHS} 1 0 0.00302178 6 0.00101215 +C27 {CINNAMON} {PATHS} 1 0 0.00251815 5 0.000843455 +C17 {GRAY} {LEAVES, URBAN} 0.5 0.5 0.000129761 68 0.011471 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R16 +Variables + Type Name + Categorical CapColor + Categorical StalkColorAboveRing + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{BROWN} 1624 0.273954 1 BROWN +{GRAY} 1484 0.250337 1 GRAY +{RED, BUFF, PINK} 1301 0.219467 3 RED BUFF PINK +{YELLOW, CINNAMON, PURPLE, ...} 788 0.132928 4 YELLOW CINNAMON PURPLE GREEN * +{WHITE} 731 0.123313 1 WHITE +StalkColorAboveRing +Group Frequency Coverage Size Value list +{WHITE} 3361 0.56697 1 WHITE +{PINK} 1314 0.22166 1 PINK +{GRAY, ORANGE, RED} 615 0.103745 3 GRAY ORANGE RED +{BROWN, BUFF, YELLOW} 605 0.102058 3 BROWN BUFF YELLOW * +{CINNAMON} 33 0.0055668 1 CINNAMON + +Cell frequencies + StalkColorAboveRing +CapColor {WHITE} {PINK} {GRAY, ORANGE, RED} {BROWN, BUFF, YELLOW} {CINNAMON} Total Coverage +{BROWN} 862 429 305 10 18 1624 0.273954 +{GRAY} 779 289 129 287 0 1484 0.250337 +{RED, BUFF, PINK} 664 450 181 0 6 1301 0.219467 +{YELLOW, CINNAMON, PURPLE, ...} 325 146 0 308 9 788 0.132928 +{WHITE} 731 0 0 0 0 731 0.123313 +Total 3361 1314 615 605 33 5928 +Coverage 0.56697 0.22166 0.103745 0.102058 0.0055668 + +Cells 18 +Cell Id CapColor StalkColorAboveRing EDIBLE POISONOUS Interest Frequency Coverage +C19 {YELLOW, CINNAMON, PURPLE, ...} {BROWN, BUFF, YELLOW} 0 1 0.150556 308 0.0519568 +C17 {GRAY} {BROWN, BUFF, YELLOW} 0 1 0.140291 287 0.0484143 +C11 {BROWN} {GRAY, ORANGE, RED} 1 0 0.122202 305 0.0514507 +C2 {GRAY} {WHITE} 0.854942 0.145058 0.115836 779 0.13141 +C4 {YELLOW, CINNAMON, PURPLE, ...} {WHITE} 0.975385 0.0246154 0.106918 325 0.0548246 +C13 {RED, BUFF, PINK} {GRAY, ORANGE, RED} 1 0 0.0725196 181 0.0305331 +C9 {YELLOW, CINNAMON, PURPLE, ...} {PINK} 0 1 0.0713676 146 0.0246289 +C3 {RED, BUFF, PINK} {WHITE} 0.289157 0.710843 0.0523069 664 0.112011 +C12 {GRAY} {GRAY, ORANGE, RED} 1 0 0.0516852 129 0.0217611 +C8 {RED, BUFF, PINK} {PINK} 0.288889 0.711111 0.0355289 450 0.0759109 +C6 {BROWN} {PINK} 0.300699 0.699301 0.0305982 429 0.0723684 +C5 {WHITE} {WHITE} 0.705882 0.294118 0.0286714 731 0.123313 +C21 {BROWN} {CINNAMON} 0 1 0.00879875 18 0.00303644 +C24 {YELLOW, CINNAMON, PURPLE, ...} {CINNAMON} 0 1 0.00439938 9 0.00151822 +C16 {BROWN} {BROWN, BUFF, YELLOW} 1 0 0.00400661 10 0.00168691 +C23 {RED, BUFF, PINK} {CINNAMON} 0 1 0.00293292 6 0.00101215 +C7 {GRAY} {PINK} 0.474048 0.525952 0.00134895 289 0.0487517 +C1 {BROWN} {WHITE} 0.529002 0.470998 3.24104e-05 862 0.145412 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R17 +Variables + Type Name + Categorical CapColor + Categorical CapShape + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{GRAY, WHITE, CINNAMON} 2247 0.379049 3 GRAY WHITE CINNAMON +{BROWN} 1624 0.273954 1 BROWN +{RED} 1074 0.181174 1 RED +{YELLOW} 733 0.12365 1 YELLOW +{BUFF, PINK} 227 0.0382928 2 BUFF PINK +{PURPLE, GREEN} 23 0.00387989 2 PURPLE GREEN * +CapShape +Group Frequency Coverage Size Value list +{CONVEX} 2705 0.456309 1 CONVEX +{FLAT, CONICAL} 2300 0.387989 2 FLAT CONICAL * +{KNOBBED} 587 0.0990216 1 KNOBBED +{BELL, SUNKEN} 336 0.0566802 2 BELL SUNKEN + +Cell frequencies + CapShape +CapColor {CONVEX} {FLAT, CONICAL} {KNOBBED} {BELL, SUNKEN} Total Coverage +{GRAY, WHITE, CINNAMON} 1121 869 74 183 2247 0.379049 +{BROWN} 650 654 271 49 1624 0.273954 +{RED} 438 417 219 0 1074 0.181174 +{YELLOW} 374 272 2 85 733 0.12365 +{BUFF, PINK} 110 77 21 19 227 0.0382928 +{PURPLE, GREEN} 12 11 0 0 23 0.00387989 +Total 2705 2300 587 336 5928 +Coverage 0.456309 0.387989 0.0990216 0.0566802 + +Cells 21 +Cell Id CapColor CapShape EDIBLE POISONOUS Interest Frequency Coverage +C15 {RED} {KNOBBED} 0.0273973 0.972603 0.238319 219 0.0369433 +C10 {YELLOW} {FLAT, CONICAL} 0.158088 0.841912 0.142695 272 0.0458839 +C19 {GRAY, WHITE, CINNAMON} {BELL, SUNKEN} 0.945355 0.0546448 0.132369 183 0.0308704 +C14 {BROWN} {KNOBBED} 0.221402 0.778598 0.0953086 271 0.0457152 +C22 {YELLOW} {BELL, SUNKEN} 0.964706 0.0352941 0.0697285 85 0.0143387 +C13 {GRAY, WHITE, CINNAMON} {KNOBBED} 0.959459 0.0405405 0.0586449 74 0.0124831 +C20 {BROWN} {BELL, SUNKEN} 0.959184 0.0408163 0.0387624 49 0.00826586 +C5 {BUFF, PINK} {CONVEX} 0.236364 0.763636 0.0348718 110 0.018556 +C1 {GRAY, WHITE, CINNAMON} {CONVEX} 0.620874 0.379126 0.0292378 1121 0.189103 +C4 {YELLOW} {CONVEX} 0.390374 0.609626 0.0267355 374 0.0630904 +C23 {BUFF, PINK} {BELL, SUNKEN} 0 1 0.0248872 19 0.00320513 +C17 {BUFF, PINK} {KNOBBED} 1 0 0.022546 21 0.00354251 +C7 {GRAY, WHITE, CINNAMON} {FLAT, CONICAL} 0.611047 0.388953 0.0177694 869 0.146592 +C2 {BROWN} {CONVEX} 0.615385 0.384615 0.0148515 650 0.109649 +C6 {PURPLE, GREEN} {CONVEX} 1 0 0.0128835 12 0.00202429 +C12 {PURPLE, GREEN} {FLAT, CONICAL} 1 0 0.0118098 11 0.0018556 +C11 {BUFF, PINK} {FLAT, CONICAL} 0.324675 0.675325 0.0117884 77 0.0129892 +C8 {BROWN} {FLAT, CONICAL} 0.600917 0.399083 0.0100516 654 0.110324 +C16 {YELLOW} {KNOBBED} 0 1 0.00261971 2 0.000337382 +C9 {RED} {FLAT, CONICAL} 0.494005 0.505995 0.00233828 417 0.0703441 +C3 {RED} {CONVEX} 0.5 0.5 0.00178176 438 0.0738866 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R18 +Variables + Type Name + Categorical Habitat + Categorical VeilColor + +Variables stats +Habitat +Group Frequency Coverage Size Value list +{WOODS} 2224 0.375169 1 WOODS +{GRASSES} 1684 0.284076 1 GRASSES +{PATHS, LEAVES} 1420 0.239541 2 PATHS LEAVES +{URBAN} 251 0.0423414 1 URBAN +{MEADOWS} 220 0.037112 1 MEADOWS +{WASTE} 129 0.0217611 1 WASTE * +VeilColor +Group Frequency Coverage Size Value list +{WHITE, YELLOW} 5786 0.976046 2 WHITE YELLOW * +{ORANGE, BROWN} 142 0.0239541 2 ORANGE BROWN + +Cell frequencies + VeilColor +Habitat {WHITE, YELLOW} {ORANGE, BROWN} Total Coverage +{WOODS} 2224 0 2224 0.375169 +{GRASSES} 1684 0 1684 0.284076 +{PATHS, LEAVES} 1278 142 1420 0.239541 +{URBAN} 251 0 251 0.0423414 +{MEADOWS} 220 0 220 0.037112 +{WASTE} 129 0 129 0.0217611 +Total 5786 142 5928 +Coverage 0.976046 0.0239541 + +Cells 7 +Cell Id Habitat VeilColor EDIBLE POISONOUS Interest Frequency Coverage +C3 {PATHS, LEAVES} {WHITE, YELLOW} 0.109546 0.890454 0.578541 1278 0.215587 +C2 {GRASSES} {WHITE, YELLOW} 0.69715 0.30285 0.103989 1684 0.284076 +C9 {PATHS, LEAVES} {ORANGE, BROWN} 1 0 0.0997514 142 0.0239541 +C6 {WASTE} {WHITE, YELLOW} 1 0 0.0906193 129 0.0217611 +C5 {MEADOWS} {WHITE, YELLOW} 0.881818 0.118182 0.0689604 220 0.037112 +C4 {URBAN} {WHITE, YELLOW} 0.270916 0.729084 0.0402224 251 0.0423414 +C1 {WOODS} {WHITE, YELLOW} 0.593975 0.406025 0.0179169 2224 0.375169 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R19 +Variables + Type Name + Categorical CapSurface + Categorical GillColor + +Variables stats +CapSurface +Group Frequency Coverage Size Value list +{SCALY} 2282 0.384953 1 SCALY +{SMOOTH} 1935 0.326417 2 SMOOTH * +{FIBROUS} 1711 0.28863 1 FIBROUS +GillColor +Group Frequency Coverage Size Value list +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{PINK} 1080 0.182186 1 PINK +{WHITE} 872 0.147099 1 WHITE +{BROWN} 758 0.127868 1 BROWN +{CHOCOLATE} 559 0.0942982 1 CHOCOLATE +{GRAY} 517 0.0872132 1 GRAY +{PURPLE} 352 0.0593792 1 PURPLE +{BLACK} 346 0.0583671 1 BLACK +{YELLOW, ORANGE} 120 0.0202429 2 YELLOW ORANGE +{RED} 65 0.0109649 1 RED + +Cell frequencies + GillColor +CapSurface {BUFF, GREEN} {PINK} {WHITE} {BROWN} {CHOCOLATE} {GRAY} {PURPLE} {BLACK} {YELLOW, ORANGE} {RED} Total Coverage +{SCALY} 624 372 400 247 158 202 157 71 20 31 2282 0.384953 +{SMOOTH} 635 248 235 232 157 109 18 167 100 34 1935 0.326417 +{FIBROUS} 0 460 237 279 244 206 177 108 0 0 1711 0.28863 +Total 1259 1080 872 758 559 517 352 346 120 65 5928 +Coverage 0.212382 0.182186 0.147099 0.127868 0.0942982 0.0872132 0.0593792 0.0583671 0.0202429 0.0109649 + +Cells 27 +Cell Id CapSurface GillColor EDIBLE POISONOUS Interest Frequency Coverage +C2 {SMOOTH} {BUFF, GREEN} 0 1 0.242849 635 0.107119 +C1 {SCALY} {BUFF, GREEN} 0 1 0.238642 624 0.105263 +C9 {FIBROUS} {WHITE} 0.966245 0.0337553 0.0573474 237 0.0399798 +C12 {FIBROUS} {BROWN} 0.939068 0.0609319 0.0565933 279 0.0470648 +C19 {SCALY} {PURPLE} 1 0 0.0492141 157 0.0264845 +C7 {SCALY} {WHITE} 0.845 0.155 0.0433581 400 0.0674764 +C13 {SCALY} {CHOCOLATE} 0.0696203 0.93038 0.0396958 158 0.0266532 +C10 {SCALY} {BROWN} 0.902834 0.097166 0.0396866 247 0.0416667 +C24 {FIBROUS} {BLACK} 1 0 0.0338543 108 0.0182186 +C26 {SMOOTH} {YELLOW, ORANGE} 1 0 0.0313466 100 0.0168691 +C21 {FIBROUS} {PURPLE} 0.898305 0.101695 0.0276109 177 0.0298583 +C18 {FIBROUS} {GRAY} 0.218447 0.781553 0.0215805 206 0.0347503 +C11 {SMOOTH} {BROWN} 0.823276 0.176724 0.021421 232 0.0391363 +C23 {SMOOTH} {BLACK} 0.868263 0.131737 0.0213105 167 0.0281714 +C16 {SCALY} {GRAY} 0.227723 0.772277 0.0198625 202 0.0340756 +C29 {SMOOTH} {RED} 1 0 0.0106578 34 0.00573549 +C28 {SCALY} {RED} 1 0 0.00971744 31 0.00522942 +C25 {SCALY} {YELLOW, ORANGE} 0 1 0.00764878 20 0.00337382 +C15 {FIBROUS} {CHOCOLATE} 0.364754 0.635246 0.0070876 244 0.0411606 +C20 {SMOOTH} {PURPLE} 0 1 0.0068839 18 0.00303644 +C6 {FIBROUS} {PINK} 0.647826 0.352174 0.00606581 460 0.0775978 +C17 {SMOOTH} {GRAY} 0.743119 0.256881 0.0050295 109 0.0183873 +C22 {SCALY} {BLACK} 0.676056 0.323944 0.001472 71 0.0119771 +C5 {SMOOTH} {PINK} 0.572581 0.427419 0.000364844 248 0.0418354 +C8 {SMOOTH} {WHITE} 0.570213 0.429787 0.000304051 235 0.0396424 +C4 {SCALY} {PINK} 0.55914 0.44086 0.000229273 372 0.062753 +C14 {SMOOTH} {CHOCOLATE} 0.566879 0.433121 0.000166983 157 0.0264845 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R20 +Variables + Type Name + Categorical CapColor + Categorical RingNumber + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{BROWN, GRAY} 3108 0.524291 2 BROWN GRAY +{RED, YELLOW} 1807 0.304825 2 RED YELLOW +{WHITE} 731 0.123313 1 WHITE +{BUFF, PINK} 227 0.0382928 2 BUFF PINK +{CINNAMON, PURPLE, GREEN} 55 0.009278 3 CINNAMON PURPLE GREEN * +RingNumber +Group Frequency Coverage Size Value list +{ONE} 5484 0.925101 1 ONE +{TWO} 411 0.069332 1 TWO +{NONE} 33 0.0055668 1 NONE * + +Cell frequencies + RingNumber +CapColor {ONE} {TWO} {NONE} Total Coverage +{BROWN, GRAY} 2939 151 18 3108 0.524291 +{RED, YELLOW} 1771 30 6 1807 0.304825 +{WHITE} 615 116 0 731 0.123313 +{BUFF, PINK} 118 109 0 227 0.0382928 +{CINNAMON, PURPLE, GREEN} 41 5 9 55 0.009278 +Total 5484 411 33 5928 +Coverage 0.925101 0.069332 0.0055668 + +Cells 13 +Cell Id CapColor RingNumber EDIBLE POISONOUS Interest Frequency Coverage +C6 {BROWN, GRAY} {TWO} 1 0 0.232375 151 0.0254723 +C4 {BUFF, PINK} {ONE} 0 1 0.221547 118 0.0199055 +C2 {RED, YELLOW} {ONE} 0.379447 0.620553 0.210301 1771 0.298752 +C3 {WHITE} {ONE} 0.679675 0.320325 0.0659088 615 0.103745 +C5 {CINNAMON, PURPLE, GREEN} {ONE} 1 0 0.0630951 41 0.00691633 +C8 {WHITE} {TWO} 0.844828 0.155172 0.0616526 116 0.0195682 +C7 {RED, YELLOW} {TWO} 1 0 0.0461671 30 0.00506073 +C11 {BROWN, GRAY} {NONE} 0 1 0.0337953 18 0.00303644 +C1 {BROWN, GRAY} {ONE} 0.571963 0.428037 0.0205434 2939 0.495783 +C15 {CINNAMON, PURPLE, GREEN} {NONE} 0 1 0.0168976 9 0.00151822 +C12 {RED, YELLOW} {NONE} 0 1 0.0112651 6 0.00101215 +C9 {BUFF, PINK} {TWO} 0.66055 0.33945 0.0087584 109 0.0183873 +C10 {CINNAMON, PURPLE, GREEN} {TWO} 1 0 0.00769452 5 0.000843455 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R21 +Variables + Type Name + Categorical Bruise + Categorical VeilColor + +Variables stats +Bruise +Group Frequency Coverage Size Value list +{NO} 3568 0.601889 1 NO +{BRUISES} 2360 0.398111 1 BRUISES * +VeilColor +Group Frequency Coverage Size Value list +{WHITE, YELLOW} 5786 0.976046 2 WHITE YELLOW * +{ORANGE, BROWN} 142 0.0239541 2 ORANGE BROWN + +Cell frequencies + VeilColor +Bruise {WHITE, YELLOW} {ORANGE, BROWN} Total Coverage +{NO} 3426 142 3568 0.601889 +{BRUISES} 2360 0 2360 0.398111 +Total 5786 142 5928 +Coverage 0.976046 0.0239541 + +Cells 3 +Cell Id Bruise VeilColor EDIBLE POISONOUS Interest Frequency Coverage +C2 {BRUISES} {WHITE, YELLOW} 0.814831 0.185169 0.503047 2360 0.398111 +C1 {NO} {WHITE, YELLOW} 0.32195 0.67805 0.387309 3426 0.577935 +C3 {NO} {ORANGE, BROWN} 1 0 0.109644 142 0.0239541 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R22 +Variables + Type Name + Categorical GillColor + Categorical GillSpacing + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{PINK} 1080 0.182186 1 PINK +{WHITE} 872 0.147099 1 WHITE +{BROWN} 758 0.127868 1 BROWN +{CHOCOLATE} 559 0.0942982 1 CHOCOLATE +{GRAY} 517 0.0872132 1 GRAY +{PURPLE} 352 0.0593792 1 PURPLE +{BLACK} 346 0.0583671 1 BLACK +{RED, ORANGE} 116 0.0195682 2 RED ORANGE +{YELLOW} 69 0.0116397 1 YELLOW +GillSpacing +Group Frequency Coverage Size Value list +{CLOSE} 4794 0.808704 1 CLOSE +{CROWDED} 1134 0.191296 1 CROWDED * + +Cell frequencies + GillSpacing +GillColor {CLOSE} {CROWDED} Total Coverage +{BUFF, GREEN} 1259 0 1259 0.212382 +{PINK} 785 295 1080 0.182186 +{WHITE} 723 149 872 0.147099 +{BROWN} 531 227 758 0.127868 +{CHOCOLATE} 381 178 559 0.0942982 +{GRAY} 434 83 517 0.0872132 +{PURPLE} 334 18 352 0.0593792 +{BLACK} 164 182 346 0.0583671 +{RED, ORANGE} 116 0 116 0.0195682 +{YELLOW} 67 2 69 0.0116397 +Total 4794 1134 5928 +Coverage 0.808704 0.191296 + +Cells 18 +Cell Id GillColor GillSpacing EDIBLE POISONOUS Interest Frequency Coverage +C1 {BUFF, GREEN} {CLOSE} 0 1 0.423108 1259 0.212382 +C5 {CHOCOLATE} {CLOSE} 0.0288714 0.971129 0.105467 381 0.0642713 +C4 {BROWN} {CLOSE} 0.875706 0.124294 0.0626376 531 0.0895749 +C7 {PURPLE} {CLOSE} 0.946108 0.0538922 0.0622854 334 0.0563428 +C12 {PINK} {CROWDED} 0.945763 0.0542373 0.0548907 295 0.0497638 +C18 {BLACK} {CROWDED} 1 0 0.0501332 182 0.0307018 +C15 {CHOCOLATE} {CROWDED} 1 0 0.0490314 178 0.030027 +C3 {WHITE} {CLOSE} 0.77455 0.22545 0.0393965 723 0.121964 +C14 {BROWN} {CROWDED} 0.929515 0.0704846 0.0380623 227 0.0382928 +C6 {GRAY} {CLOSE} 0.246544 0.753456 0.0328086 434 0.0732119 +C9 {RED, ORANGE} {CLOSE} 1 0 0.031953 116 0.0195682 +C13 {WHITE} {CROWDED} 0.946309 0.0536913 0.0278219 149 0.025135 +C17 {PURPLE} {CROWDED} 0 1 0.0060492 18 0.00303644 +C8 {BLACK} {CLOSE} 0.72561 0.27439 0.00553991 164 0.0276653 +C16 {GRAY} {CROWDED} 0.783133 0.216867 0.00487376 83 0.0140013 +C2 {PINK} {CLOSE} 0.470064 0.529936 0.00286255 785 0.132422 +C10 {YELLOW} {CLOSE} 0.731343 0.268657 0.00240664 67 0.0113023 +C20 {YELLOW} {CROWDED} 0 1 0.000672134 2 0.000337382 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R23 +Variables + Type Name + Categorical Population + Categorical VeilColor + +Variables stats +Population +Group Frequency Coverage Size Value list +{SEVERAL} 2890 0.487517 1 SEVERAL +{SCATTERED, CLUSTERED} 1210 0.204116 2 SCATTERED CLUSTERED * +{SOLITARY} 1178 0.198718 1 SOLITARY +{ABUNDANT, NUMEROUS} 650 0.109649 2 ABUNDANT NUMEROUS +VeilColor +Group Frequency Coverage Size Value list +{WHITE} 5781 0.975202 1 WHITE +{ORANGE, BROWN} 142 0.0239541 2 ORANGE BROWN +{YELLOW} 5 0.000843455 1 YELLOW * + +Cell frequencies + VeilColor +Population {WHITE} {ORANGE, BROWN} {YELLOW} Total Coverage +{SEVERAL} 2820 70 0 2890 0.487517 +{SCATTERED, CLUSTERED} 1133 72 5 1210 0.204116 +{SOLITARY} 1178 0 0 1178 0.198718 +{ABUNDANT, NUMEROUS} 650 0 0 650 0.109649 +Total 5781 142 5 5928 +Coverage 0.975202 0.0239541 0.000843455 + +Cells 7 +Cell Id Population VeilColor EDIBLE POISONOUS Interest Frequency Coverage +C4 {ABUNDANT, NUMEROUS} {WHITE} 1 0 0.407367 650 0.109649 +C1 {SEVERAL} {WHITE} 0.280851 0.719149 0.372262 2820 0.475709 +C2 {SCATTERED, CLUSTERED} {WHITE} 0.744925 0.255075 0.106424 1133 0.191127 +C6 {SCATTERED, CLUSTERED} {ORANGE, BROWN} 1 0 0.0451237 72 0.0121457 +C5 {SEVERAL} {ORANGE, BROWN} 1 0 0.0438703 70 0.0118084 +C3 {SOLITARY} {WHITE} 0.628183 0.371817 0.0211298 1178 0.198718 +C10 {SCATTERED, CLUSTERED} {YELLOW} 0 1 0.00382309 5 0.000843455 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R24 +Variables + Type Name + Categorical CapColor + Categorical GillAttachment + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{RED, YELLOW, BUFF, ...} 2034 0.343117 4 RED YELLOW BUFF PINK +{BROWN} 1624 0.273954 1 BROWN +{GRAY} 1484 0.250337 1 GRAY +{WHITE, CINNAMON} 763 0.128711 2 WHITE CINNAMON +{PURPLE, GREEN} 23 0.00387989 2 PURPLE GREEN * +GillAttachment +Group Frequency Coverage Size Value list +{FREE} 5771 0.973516 1 FREE +{ATTACHED} 157 0.0264845 1 ATTACHED * + +Cell frequencies + GillAttachment +CapColor {FREE} {ATTACHED} Total Coverage +{RED, YELLOW, BUFF, ...} 2032 2 2034 0.343117 +{BROWN} 1474 150 1624 0.273954 +{GRAY} 1484 0 1484 0.250337 +{WHITE, CINNAMON} 758 5 763 0.128711 +{PURPLE, GREEN} 23 0 23 0.00387989 +Total 5771 157 5928 +Coverage 0.973516 0.0264845 + +Cells 8 +Cell Id CapColor GillAttachment EDIBLE POISONOUS Interest Frequency Coverage +C1 {RED, YELLOW, BUFF, ...} {FREE} 0.380906 0.619094 0.374775 2032 0.34278 +C7 {BROWN} {ATTACHED} 0.946667 0.0533333 0.248294 150 0.0253036 +C4 {WHITE, CINNAMON} {FREE} 0.711082 0.288918 0.192276 758 0.127868 +C3 {GRAY} {FREE} 0.628032 0.371968 0.103139 1484 0.250337 +C5 {PURPLE, GREEN} {FREE} 1 0 0.0560344 23 0.00387989 +C9 {WHITE, CINNAMON} {ATTACHED} 0 1 0.0148617 5 0.000843455 +C6 {RED, YELLOW, BUFF, ...} {ATTACHED} 0 1 0.00594468 2 0.000337382 +C2 {BROWN} {FREE} 0.514247 0.485753 0.00467614 1474 0.24865 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R25 +Variables + Type Name + Categorical CapColor + Categorical VeilColor + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{RED, YELLOW, BUFF, ...} 2034 0.343117 4 RED YELLOW BUFF PINK +{BROWN} 1624 0.273954 1 BROWN +{GRAY} 1484 0.250337 1 GRAY +{WHITE, CINNAMON} 763 0.128711 2 WHITE CINNAMON +{PURPLE, GREEN} 23 0.00387989 2 PURPLE GREEN * +VeilColor +Group Frequency Coverage Size Value list +{WHITE} 5781 0.975202 1 WHITE +{ORANGE, BROWN, YELLOW} 147 0.0247976 3 ORANGE BROWN YELLOW * + +Cell frequencies + VeilColor +CapColor {WHITE} {ORANGE, BROWN, YELLOW} Total Coverage +{RED, YELLOW, BUFF, ...} 2029 5 2034 0.343117 +{BROWN} 1482 142 1624 0.273954 +{GRAY} 1484 0 1484 0.250337 +{WHITE, CINNAMON} 763 0 763 0.128711 +{PURPLE, GREEN} 23 0 23 0.00387989 +Total 5781 147 5928 +Coverage 0.975202 0.0247976 + +Cells 7 +Cell Id CapColor VeilColor EDIBLE POISONOUS Interest Frequency Coverage +C1 {RED, YELLOW, BUFF, ...} {WHITE} 0.381469 0.618531 0.343723 2029 0.342274 +C7 {BROWN} {ORANGE, BROWN, YELLOW} 1 0 0.320123 142 0.0239541 +C4 {WHITE, CINNAMON} {WHITE} 0.706422 0.293578 0.169481 763 0.128711 +C3 {GRAY} {WHITE} 0.628032 0.371968 0.095439 1484 0.250337 +C5 {PURPLE, GREEN} {WHITE} 1 0 0.0518509 23 0.00387989 +C6 {RED, YELLOW, BUFF, ...} {ORANGE, BROWN, YELLOW} 0 1 0.0137521 5 0.000843455 +C2 {BROWN} {WHITE} 0.511471 0.488529 0.0056297 1482 0.25 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R26 +Variables + Type Name + Categorical GillColor + Categorical RingNumber + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{BROWN, PURPLE, BLACK} 1456 0.245614 3 BROWN PURPLE BLACK +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{PINK, RED} 1145 0.193151 2 PINK RED +{WHITE} 872 0.147099 1 WHITE +{CHOCOLATE} 559 0.0942982 1 CHOCOLATE +{GRAY} 517 0.0872132 1 GRAY +{YELLOW, ORANGE} 120 0.0202429 2 YELLOW ORANGE +RingNumber +Group Frequency Coverage Size Value list +{ONE} 5484 0.925101 1 ONE +{TWO} 411 0.069332 1 TWO +{NONE} 33 0.0055668 1 NONE * + +Cell frequencies + RingNumber +GillColor {ONE} {TWO} {NONE} Total Coverage +{BROWN, PURPLE, BLACK} 1456 0 0 1456 0.245614 +{BUFF, GREEN} 1241 18 0 1259 0.212382 +{PINK, RED} 1014 131 0 1145 0.193151 +{WHITE} 677 180 15 872 0.147099 +{CHOCOLATE} 559 0 0 559 0.0942982 +{GRAY} 435 82 0 517 0.0872132 +{YELLOW, ORANGE} 102 0 18 120 0.0202429 +Total 5484 411 33 5928 +Coverage 0.925101 0.069332 0.0055668 + +Cells 13 +Cell Id GillColor RingNumber EDIBLE POISONOUS Interest Frequency Coverage +C2 {BUFF, GREEN} {ONE} 0 1 0.516047 1241 0.209345 +C1 {BROWN, PURPLE, BLACK} {ONE} 0.888049 0.111951 0.230826 1456 0.245614 +C4 {WHITE} {ONE} 0.799114 0.200886 0.0562162 677 0.114204 +C10 {PINK, RED} {TWO} 1 0 0.0446495 131 0.0220985 +C6 {GRAY} {ONE} 0.245977 0.754023 0.0408577 435 0.0733806 +C7 {YELLOW, ORANGE} {ONE} 0.980392 0.0196078 0.0295606 102 0.0172065 +C11 {WHITE} {TWO} 0.888889 0.111111 0.0286955 180 0.0303644 +C5 {CHOCOLATE} {ONE} 0.338104 0.661896 0.0237396 559 0.0942982 +C9 {BUFF, GREEN} {TWO} 0 1 0.00748497 18 0.00303644 +C21 {YELLOW, ORANGE} {NONE} 0 1 0.00748497 18 0.00303644 +C13 {GRAY} {TWO} 0.792683 0.207317 0.00645824 82 0.0138327 +C18 {WHITE} {NONE} 0 1 0.00623747 15 0.00253036 +C3 {PINK, RED} {ONE} 0.573964 0.426036 0.00174209 1014 0.171053 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R27 +Variables + Type Name + Categorical GillAttachment + Categorical GillColor + +Variables stats +GillAttachment +Group Frequency Coverage Size Value list +{FREE} 5771 0.973516 1 FREE +{ATTACHED} 157 0.0264845 1 ATTACHED * +GillColor +Group Frequency Coverage Size Value list +{BROWN, PURPLE, BLACK, ...} 1507 0.254217 4 BROWN PURPLE BLACK ORANGE +{BUFF, YELLOW, GREEN} 1328 0.224022 3 BUFF YELLOW GREEN * +{PINK} 1080 0.182186 1 PINK +{CHOCOLATE, GRAY} 1076 0.181511 2 CHOCOLATE GRAY +{WHITE} 872 0.147099 1 WHITE +{RED} 65 0.0109649 1 RED + +Cell frequencies + GillColor +GillAttachment {BROWN, PURPLE, BLACK, ...} {BUFF, YELLOW, GREEN} {PINK} {CHOCOLATE, GRAY} {WHITE} {RED} Total Coverage +{FREE} 1414 1271 1080 1076 865 65 5771 0.973516 +{ATTACHED} 93 57 0 0 7 0 157 0.0264845 +Total 1507 1328 1080 1076 872 65 5928 +Coverage 0.254217 0.224022 0.182186 0.181511 0.147099 0.0109649 + +Cells 9 +Cell Id GillAttachment GillColor EDIBLE POISONOUS Interest Frequency Coverage +C3 {FREE} {BUFF, YELLOW, GREEN} 0 1 0.560656 1271 0.214406 +C1 {FREE} {BROWN, PURPLE, BLACK, ...} 0.884724 0.115276 0.232598 1414 0.238529 +C9 {FREE} {WHITE} 0.810405 0.189595 0.0833999 865 0.145918 +C7 {FREE} {CHOCOLATE, GRAY} 0.335502 0.664498 0.0497912 1076 0.181511 +C2 {ATTACHED} {BROWN, PURPLE, BLACK, ...} 1 0 0.033625 93 0.0156883 +C11 {FREE} {RED} 1 0 0.0235014 65 0.0109649 +C4 {ATTACHED} {BUFF, YELLOW, GREEN} 0.859649 0.140351 0.00790485 57 0.00961538 +C5 {FREE} {PINK} 0.6 0.4 0.0054359 1080 0.182186 +C10 {ATTACHED} {WHITE} 0 1 0.0030878 7 0.00118084 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R28 +Variables + Type Name + Categorical StalkSurfaceAboveRing + Categorical VeilColor + +Variables stats +StalkSurfaceAboveRing +Group Frequency Coverage Size Value list +{SMOOTH} 3753 0.633097 1 SMOOTH +{SILKY} 1653 0.278846 1 SILKY +{FIBROUS, SCALY} 522 0.0880567 2 FIBROUS SCALY * +VeilColor +Group Frequency Coverage Size Value list +{WHITE} 5781 0.975202 1 WHITE +{ORANGE, BROWN, YELLOW} 147 0.0247976 3 ORANGE BROWN YELLOW * + +Cell frequencies + VeilColor +StalkSurfaceAboveRing {WHITE} {ORANGE, BROWN, YELLOW} Total Coverage +{SMOOTH} 3611 142 3753 0.633097 +{SILKY} 1653 0 1653 0.278846 +{FIBROUS, SCALY} 517 5 522 0.0880567 +Total 5781 147 5928 +Coverage 0.975202 0.0247976 + +Cells 5 +Cell Id StalkSurfaceAboveRing VeilColor EDIBLE POISONOUS Interest Frequency Coverage +C2 {SILKY} {WHITE} 0.0592861 0.940714 0.704578 1653 0.278846 +C1 {SMOOTH} {WHITE} 0.69676 0.30324 0.158786 3611 0.609143 +C4 {SMOOTH} {ORANGE, BROWN, YELLOW} 1 0 0.0713837 142 0.0239541 +C3 {FIBROUS, SCALY} {WHITE} 0.796905 0.203095 0.0621859 517 0.0872132 +C6 {FIBROUS, SCALY} {ORANGE, BROWN, YELLOW} 0 1 0.00306657 5 0.000843455 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R29 +Variables + Type Name + Categorical StalkSurfaceBelowRing + Categorical VeilColor + +Variables stats +StalkSurfaceBelowRing +Group Frequency Coverage Size Value list +{SMOOTH, SCALY} 3780 0.637652 2 SMOOTH SCALY * +{SILKY} 1604 0.27058 1 SILKY +{FIBROUS} 544 0.0917679 1 FIBROUS +VeilColor +Group Frequency Coverage Size Value list +{WHITE} 5781 0.975202 1 WHITE +{ORANGE, BROWN} 142 0.0239541 2 ORANGE BROWN +{YELLOW} 5 0.000843455 1 YELLOW * + +Cell frequencies + VeilColor +StalkSurfaceBelowRing {WHITE} {ORANGE, BROWN} {YELLOW} Total Coverage +{SMOOTH, SCALY} 3633 142 5 3780 0.637652 +{SILKY} 1604 0 0 1604 0.27058 +{FIBROUS} 544 0 0 544 0.0917679 +Total 5781 142 5 5928 +Coverage 0.975202 0.0239541 0.000843455 + +Cells 5 +Cell Id StalkSurfaceBelowRing VeilColor EDIBLE POISONOUS Interest Frequency Coverage +C2 {SILKY} {WHITE} 0.0617207 0.938279 0.704415 1604 0.27058 +C1 {SMOOTH, SCALY} {WHITE} 0.684283 0.315717 0.141557 3633 0.612854 +C3 {FIBROUS} {WHITE} 0.810662 0.189338 0.0762951 544 0.0917679 +C4 {SMOOTH, SCALY} {ORANGE, BROWN} 1 0 0.0745312 142 0.0239541 +C7 {SMOOTH, SCALY} {YELLOW} 0 1 0.00320178 5 0.000843455 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R30 +Variables + Type Name + Categorical GillSize + Categorical VeilColor + +Variables stats +GillSize +Group Frequency Coverage Size Value list +{BROAD} 4121 0.695175 1 BROAD +{NARROW} 1807 0.304825 1 NARROW * +VeilColor +Group Frequency Coverage Size Value list +{WHITE} 5781 0.975202 1 WHITE +{ORANGE} 147 0.0247976 3 ORANGE * + +Cell frequencies + VeilColor +GillSize {WHITE} {ORANGE} Total Coverage +{BROAD} 3979 142 4121 0.695175 +{NARROW} 1802 5 1807 0.304825 +Total 5781 147 5928 +Coverage 0.975202 0.0247976 + +Cells 4 +Cell Id GillSize VeilColor EDIBLE POISONOUS Interest Frequency Coverage +C2 {NARROW} {WHITE} 0.125416 0.874584 0.668344 1802 0.303981 +C1 {BROAD} {WHITE} 0.703694 0.296306 0.238531 3979 0.671221 +C3 {BROAD} {ORANGE} 1 0 0.0892893 142 0.0239541 +C4 {NARROW} {ORANGE} 0 1 0.00383577 5 0.000843455 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R31 +Variables + Type Name + Categorical GillColor + Categorical VeilColor + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{BROWN, PURPLE, BLACK} 1456 0.245614 3 BROWN PURPLE BLACK +{BUFF, YELLOW, ORANGE, ...} 1379 0.232625 4 BUFF YELLOW ORANGE GREEN * +{PINK} 1080 0.182186 1 PINK +{CHOCOLATE, GRAY} 1076 0.181511 2 CHOCOLATE GRAY +{WHITE} 872 0.147099 1 WHITE +{RED} 65 0.0109649 1 RED +VeilColor +Group Frequency Coverage Size Value list +{WHITE} 5781 0.975202 1 WHITE +{ORANGE, BROWN} 142 0.0239541 2 ORANGE BROWN +{YELLOW} 5 0.000843455 1 YELLOW * + +Cell frequencies + VeilColor +GillColor {WHITE} {ORANGE, BROWN} {YELLOW} Total Coverage +{BROWN, PURPLE, BLACK} 1414 42 0 1456 0.245614 +{BUFF, YELLOW, ORANGE, ...} 1277 100 2 1379 0.232625 +{PINK} 1080 0 0 1080 0.182186 +{CHOCOLATE, GRAY} 1076 0 0 1076 0.181511 +{WHITE} 869 0 3 872 0.147099 +{RED} 65 0 0 65 0.0109649 +Total 5781 142 5 5928 +Coverage 0.975202 0.0239541 0.000843455 + +Cells 10 +Cell Id GillColor VeilColor EDIBLE POISONOUS Interest Frequency Coverage +C2 {BUFF, YELLOW, ORANGE, ...} {WHITE} 0 1 0.557988 1277 0.215418 +C1 {BROWN, PURPLE, BLACK} {WHITE} 0.884724 0.115276 0.230403 1414 0.238529 +C5 {WHITE} {WHITE} 0.806674 0.193326 0.0805813 869 0.146592 +C4 {CHOCOLATE, GRAY} {WHITE} 0.335502 0.664498 0.0493214 1076 0.181511 +C8 {BUFF, YELLOW, ORANGE, ...} {ORANGE, BROWN} 1 0 0.0358148 100 0.0168691 +C6 {RED} {WHITE} 1 0 0.0232796 65 0.0109649 +C7 {BROWN, PURPLE, BLACK} {ORANGE, BROWN} 1 0 0.0150422 42 0.00708502 +C3 {PINK} {WHITE} 0.6 0.4 0.00538461 1080 0.182186 +C17 {WHITE} {YELLOW} 0 1 0.00131086 3 0.000506073 +C14 {BUFF, YELLOW, ORANGE, ...} {YELLOW} 0 1 0.000873905 2 0.000337382 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R32 +Variables + Type Name + Categorical CapShape + Categorical GillColor + +Variables stats +CapShape +Group Frequency Coverage Size Value list +{CONVEX} 2705 0.456309 1 CONVEX +{FLAT} 2298 0.387652 1 FLAT +{KNOBBED, BELL, SUNKEN} 923 0.155702 3 KNOBBED BELL SUNKEN +{CONICAL} 2 0.000337382 1 CONICAL * +GillColor +Group Frequency Coverage Size Value list +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{BROWN, BLACK, RED, ...} 1220 0.205803 4 BROWN BLACK RED ORANGE +{PINK} 1080 0.182186 1 PINK +{WHITE, YELLOW} 941 0.158738 2 WHITE YELLOW +{CHOCOLATE} 559 0.0942982 1 CHOCOLATE +{GRAY} 517 0.0872132 1 GRAY +{PURPLE} 352 0.0593792 1 PURPLE + +Cell frequencies + GillColor +CapShape {BUFF, GREEN} {BROWN, BLACK, RED, ...} {PINK} {WHITE, YELLOW} {CHOCOLATE} {GRAY} {PURPLE} Total Coverage +{CONVEX} 419 595 549 401 283 266 192 2705 0.456309 +{FLAT} 421 461 484 344 276 152 160 2298 0.387652 +{KNOBBED, BELL, SUNKEN} 419 164 47 194 0 99 0 923 0.155702 +{CONICAL} 0 0 0 2 0 0 0 2 0.000337382 +Total 1259 1220 1080 941 559 517 352 5928 +Coverage 0.212382 0.205803 0.182186 0.158738 0.0942982 0.0872132 0.0593792 + +Cells 20 +Cell Id CapShape GillColor EDIBLE POISONOUS Interest Frequency Coverage +C2 {FLAT} {BUFF, GREEN} 0 1 0.170988 421 0.0710189 +C1 {CONVEX} {BUFF, GREEN} 0 1 0.170176 419 0.0706815 +C3 {KNOBBED, BELL, SUNKEN} {BUFF, GREEN} 0 1 0.170176 419 0.0706815 +C5 {CONVEX} {BROWN, BLACK, RED, ...} 0.863866 0.136134 0.0782299 595 0.100371 +C6 {FLAT} {BROWN, BLACK, RED, ...} 0.900217 0.0997831 0.0773317 461 0.0777665 +C7 {KNOBBED, BELL, SUNKEN} {BROWN, BLACK, RED, ...} 1 0 0.0545953 164 0.0276653 +C26 {FLAT} {PURPLE} 1 0 0.0532637 160 0.0269906 +C22 {FLAT} {GRAY} 0.0394737 0.960526 0.0478678 152 0.025641 +C13 {CONVEX} {WHITE, YELLOW} 0.840399 0.159601 0.044651 401 0.0676451 +C23 {KNOBBED, BELL, SUNKEN} {GRAY} 0.929293 0.0707071 0.0200329 99 0.0167004 +C21 {CONVEX} {GRAY} 0.278195 0.721805 0.0190589 266 0.0448718 +C25 {CONVEX} {PURPLE} 0.8125 0.1875 0.0173269 192 0.0323887 +C15 {KNOBBED, BELL, SUNKEN} {WHITE, YELLOW} 0.809278 0.190722 0.0170698 194 0.032726 +C14 {FLAT} {WHITE, YELLOW} 0.744186 0.255814 0.0170377 344 0.0580297 +C11 {KNOBBED, BELL, SUNKEN} {PINK} 1 0 0.0156462 47 0.00792848 +C17 {CONVEX} {CHOCOLATE} 0.335689 0.664311 0.0120344 283 0.0477395 +C18 {FLAT} {CHOCOLATE} 0.34058 0.65942 0.0111562 276 0.0465587 +C9 {CONVEX} {PINK} 0.588342 0.411658 0.00171664 549 0.0926113 +C10 {FLAT} {PINK} 0.57438 0.42562 0.000829378 484 0.0816464 +C16 {CONICAL} {WHITE, YELLOW} 0 1 0.000812294 2 0.000337382 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R33 +Variables + Type Name + Categorical CapColor + Categorical Odor + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{BROWN, GRAY, RED, ...} 4237 0.714744 6 BROWN GRAY RED CINNAMON PURPLE GREEN * +{YELLOW} 733 0.12365 1 YELLOW +{WHITE} 731 0.123313 1 WHITE +{BUFF, PINK} 227 0.0382928 2 BUFF PINK +Odor +Group Frequency Coverage Size Value list +{NONE} 2686 0.453104 1 NONE +{FOUL, SPICY, FISHY, ...} 2677 0.451586 6 FOUL SPICY FISHY PUNGENT CREOSOTE MUSTY * +{ALMOND, ANISE} 565 0.0953104 2 ALMOND ANISE + +Cell frequencies + Odor +CapColor {NONE} {FOUL, SPICY, FISHY, ...} {ALMOND, ANISE} Total Coverage +{BROWN, GRAY, RED, ...} 2254 1918 65 4237 0.714744 +{YELLOW} 13 449 271 733 0.12365 +{WHITE} 310 192 229 731 0.123313 +{BUFF, PINK} 109 118 0 227 0.0382928 +Total 2686 2677 565 5928 +Coverage 0.453104 0.451586 0.0953104 + +Cells 11 +Cell Id CapColor Odor EDIBLE POISONOUS Interest Frequency Coverage +C5 {BROWN, GRAY, RED, ...} {FOUL, SPICY, FISHY, ...} 0 1 0.377992 1918 0.323549 +C1 {BROWN, GRAY, RED, ...} {NONE} 0.995563 0.00443656 0.347913 2254 0.380229 +C6 {YELLOW} {FOUL, SPICY, FISHY, ...} 0 1 0.0884873 449 0.0757422 +C10 {YELLOW} {ALMOND, ANISE} 1 0 0.0437756 271 0.0457152 +C7 {WHITE} {FOUL, SPICY, FISHY, ...} 0 1 0.0378387 192 0.0323887 +C11 {WHITE} {ALMOND, ANISE} 1 0 0.0369912 229 0.0386302 +C3 {WHITE} {NONE} 0.925806 0.0741935 0.0297663 310 0.0522942 +C8 {BUFF, PINK} {FOUL, SPICY, FISHY, ...} 0 1 0.023255 118 0.0199055 +C9 {BROWN, GRAY, RED, ...} {ALMOND, ANISE} 1 0 0.0104997 65 0.0109649 +C2 {YELLOW} {NONE} 0 1 0.00256199 13 0.00219298 +C4 {BUFF, PINK} {NONE} 0.66055 0.33945 0.00091934 109 0.0183873 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R34 +Variables + Type Name + Categorical RingType + Categorical VeilColor + +Variables stats +RingType +Group Frequency Coverage Size Value list +{PENDANT} 2787 0.470142 1 PENDANT +{EVANESCENT} 2183 0.368252 1 EVANESCENT +{LARGE, NONE} 921 0.155364 2 LARGE NONE * +{FLARING} 37 0.00624157 1 FLARING +VeilColor +Group Frequency Coverage Size Value list +{WHITE} 5781 0.975202 1 WHITE +{ORANGE, BROWN, YELLOW} 147 0.0247976 3 ORANGE BROWN YELLOW * + +Cell frequencies + VeilColor +RingType {WHITE} {ORANGE, BROWN, YELLOW} Total Coverage +{PENDANT} 2645 142 2787 0.470142 +{EVANESCENT} 2178 5 2183 0.368252 +{LARGE, NONE} 921 0 921 0.155364 +{FLARING} 37 0 37 0.00624157 +Total 5781 147 5928 +Coverage 0.975202 0.0247976 + +Cells 6 +Cell Id RingType VeilColor EDIBLE POISONOUS Interest Frequency Coverage +C3 {LARGE, NONE} {WHITE} 0 1 0.573804 921 0.155364 +C1 {PENDANT} {WHITE} 0.782609 0.217391 0.28664 2645 0.446188 +C5 {PENDANT} {ORANGE, BROWN, YELLOW} 1 0 0.0725138 142 0.0239541 +C2 {EVANESCENT} {WHITE} 0.421947 0.578053 0.0450327 2178 0.367409 +C4 {FLARING} {WHITE} 1 0 0.0188944 37 0.00624157 +C6 {EVANESCENT} {ORANGE, BROWN, YELLOW} 0 1 0.00311511 5 0.000843455 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R35 +Variables + Type Name + Categorical CapColor + Categorical GillSpacing + +Variables stats +CapColor +Group Frequency Coverage Size Value list +{GRAY, WHITE} 2215 0.37365 2 GRAY WHITE +{BROWN, CINNAMON} 1656 0.279352 2 BROWN CINNAMON +{RED, PINK} 1171 0.197537 2 RED PINK +{YELLOW, BUFF} 863 0.14558 2 YELLOW BUFF +{PURPLE, GREEN} 23 0.00387989 2 PURPLE GREEN * +GillSpacing +Group Frequency Coverage Size Value list +{CLOSE} 4794 0.808704 1 CLOSE +{CROWDED} 1134 0.191296 1 CROWDED * + +Cell frequencies + GillSpacing +CapColor {CLOSE} {CROWDED} Total Coverage +{GRAY, WHITE} 1369 846 2215 0.37365 +{BROWN, CINNAMON} 1428 228 1656 0.279352 +{RED, PINK} 1147 24 1171 0.197537 +{YELLOW, BUFF} 827 36 863 0.14558 +{PURPLE, GREEN} 23 0 23 0.00387989 +Total 4794 1134 5928 +Coverage 0.808704 0.191296 + +Cells 9 +Cell Id CapColor GillSpacing EDIBLE POISONOUS Interest Frequency Coverage +C6 {GRAY, WHITE} {CROWDED} 0.94208 0.0579196 0.534474 846 0.142713 +C7 {BROWN, CINNAMON} {CROWDED} 1 0 0.218341 228 0.0384615 +C4 {YELLOW, BUFF} {CLOSE} 0.336155 0.663845 0.100684 827 0.139507 +C3 {RED, PINK} {CLOSE} 0.405405 0.594595 0.0585862 1147 0.193489 +C8 {RED, PINK} {CROWDED} 0 1 0.0280404 24 0.00404858 +C5 {PURPLE, GREEN} {CLOSE} 1 0 0.0220256 23 0.00387989 +C1 {GRAY, WHITE} {CLOSE} 0.47553 0.52447 0.014533 1369 0.230938 +C9 {YELLOW, BUFF} {CROWDED} 0.861111 0.138889 0.0133586 36 0.00607287 +C2 {BROWN, CINNAMON} {CLOSE} 0.486695 0.513305 0.00995781 1428 0.240891 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R36 +Variables + Type Name + Categorical Odor + Categorical VeilColor + +Variables stats +Odor +Group Frequency Coverage Size Value list +{NONE} 2686 0.453104 1 NONE +{FOUL, SPICY, FISHY, ...} 2677 0.451586 6 FOUL SPICY FISHY PUNGENT CREOSOTE MUSTY * +{ALMOND, ANISE} 565 0.0953104 2 ALMOND ANISE +VeilColor +Group Frequency Coverage Size Value list +{WHITE, ORANGE, BROWN} 5923 0.999157 3 WHITE ORANGE BROWN +{YELLOW} 5 0.000843455 1 YELLOW * + +Cell frequencies + VeilColor +Odor {WHITE, ORANGE, BROWN} {YELLOW} Total Coverage +{NONE} 2681 5 2686 0.453104 +{FOUL, SPICY, FISHY, ...} 2677 0 2677 0.451586 +{ALMOND, ANISE} 565 0 565 0.0953104 +Total 5923 5 5928 +Coverage 0.999157 0.000843455 + +Cells 4 +Cell Id Odor VeilColor EDIBLE POISONOUS Interest Frequency Coverage +C2 {FOUL, SPICY, FISHY, ...} {WHITE, ORANGE, BROWN} 0 1 0.546862 2677 0.451586 +C1 {NONE} {WHITE, ORANGE, BROWN} 0.970906 0.0290936 0.357513 2681 0.45226 +C3 {ALMOND, ANISE} {WHITE, ORANGE, BROWN} 1 0 0.0946033 565 0.0953104 +C4 {NONE} {YELLOW} 0 1 0.00102141 5 0.000843455 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R40 +Variables + Type Name + Categorical GillColor + Categorical StalkColorBelowRing + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{WHITE, PURPLE, YELLOW, ...} 1344 0.226721 4 WHITE PURPLE YELLOW ORANGE +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{BROWN, BLACK, RED} 1169 0.1972 3 BROWN BLACK RED +{PINK} 1080 0.182186 1 PINK +{CHOCOLATE, GRAY} 1076 0.181511 2 CHOCOLATE GRAY +StalkColorBelowRing +Group Frequency Coverage Size Value list +{WHITE} 3303 0.557186 1 WHITE +{PINK, ORANGE, RED} 1518 0.256073 3 PINK ORANGE RED +{BROWN, BUFF} 664 0.112011 2 BROWN BUFF +{GRAY} 394 0.0664642 1 GRAY +{CINNAMON, YELLOW} 49 0.00826586 2 CINNAMON YELLOW * + +Cell frequencies + StalkColorBelowRing +GillColor {WHITE} {PINK, ORANGE, RED} {BROWN, BUFF} {GRAY} {CINNAMON, YELLOW} Total Coverage +{WHITE, PURPLE, YELLOW, ...} 677 341 70 207 49 1344 0.226721 +{BUFF, GREEN} 642 617 0 0 0 1259 0.212382 +{BROWN, BLACK, RED} 909 167 0 93 0 1169 0.1972 +{PINK} 592 199 195 94 0 1080 0.182186 +{CHOCOLATE, GRAY} 483 194 399 0 0 1076 0.181511 +Total 3303 1518 664 394 49 5928 +Coverage 0.557186 0.256073 0.112011 0.0664642 0.00826586 + +Cells 17 +Cell Id GillColor StalkColorBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C2 {BUFF, GREEN} {WHITE} 0 1 0.189436 642 0.1083 +C7 {BUFF, GREEN} {PINK, ORANGE, RED} 0 1 0.182059 617 0.104082 +C15 {CHOCOLATE, GRAY} {BROWN, BUFF} 0 1 0.117734 399 0.0673077 +C3 {BROWN, BLACK, RED} {WHITE} 0.860286 0.139714 0.0847002 909 0.15334 +C6 {WHITE, PURPLE, YELLOW, ...} {PINK, ORANGE, RED} 1 0 0.0824727 341 0.0575236 +C14 {PINK} {BROWN, BUFF} 0 1 0.057539 195 0.0328947 +C10 {CHOCOLATE, GRAY} {PINK, ORANGE, RED} 0 1 0.0572439 194 0.032726 +C16 {WHITE, PURPLE, YELLOW, ...} {GRAY} 1 0 0.0500641 207 0.034919 +C8 {BROWN, BLACK, RED} {PINK, ORANGE, RED} 1 0 0.0403898 167 0.0281714 +C4 {PINK} {WHITE} 0.768581 0.231419 0.026851 592 0.099865 +C1 {WHITE, PURPLE, YELLOW, ...} {WHITE} 0.747415 0.252585 0.0251523 677 0.114204 +C19 {PINK} {GRAY} 1 0 0.0227344 94 0.015857 +C18 {BROWN, BLACK, RED} {GRAY} 1 0 0.0224925 93 0.0156883 +C5 {CHOCOLATE, GRAY} {WHITE} 0.747412 0.252588 0.0179442 483 0.0814777 +C21 {WHITE, PURPLE, YELLOW, ...} {CINNAMON, YELLOW} 0 1 0.0144585 49 0.00826586 +C11 {WHITE, PURPLE, YELLOW, ...} {BROWN, BUFF} 0.9 0.1 0.0085189 70 0.0118084 +C9 {PINK} {PINK, ORANGE, RED} 0.497487 0.502513 0.000209939 199 0.0335695 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R41 +Variables + Type Name + Categorical GillColor + Categorical RingType + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{PINK, GRAY, BLACK, ...} 2008 0.338731 4 PINK GRAY BLACK RED +{BUFF, YELLOW, ORANGE} 1361 0.229588 3 BUFF YELLOW ORANGE +{BROWN, PURPLE} 1110 0.187247 2 BROWN PURPLE +{WHITE} 872 0.147099 1 WHITE +{CHOCOLATE, GREEN} 577 0.0973347 2 CHOCOLATE GREEN * +RingType +Group Frequency Coverage Size Value list +{PENDANT} 2787 0.470142 1 PENDANT +{EVANESCENT, FLARING} 2220 0.374494 2 EVANESCENT FLARING +{LARGE, NONE} 921 0.155364 2 LARGE NONE * + +Cell frequencies + RingType +GillColor {PENDANT} {EVANESCENT, FLARING} {LARGE, NONE} Total Coverage +{PINK, GRAY, BLACK, ...} 977 445 586 2008 0.338731 +{BUFF, YELLOW, ORANGE} 100 1243 18 1361 0.229588 +{BROWN, PURPLE} 914 196 0 1110 0.187247 +{WHITE} 710 147 15 872 0.147099 +{CHOCOLATE, GREEN} 86 189 302 577 0.0973347 +Total 2787 2220 921 5928 +Coverage 0.470142 0.374494 0.155364 + +Cells 14 +Cell Id GillColor RingType EDIBLE POISONOUS Interest Frequency Coverage +C7 {BUFF, YELLOW, ORANGE} {EVANESCENT, FLARING} 0 1 0.339664 1243 0.209683 +C11 {PINK, GRAY, BLACK, ...} {LARGE, NONE} 0 1 0.160131 586 0.0988529 +C6 {PINK, GRAY, BLACK, ...} {EVANESCENT, FLARING} 1 0 0.0996705 445 0.0750675 +C3 {BROWN, PURPLE} {PENDANT} 0.870897 0.129103 0.084851 914 0.154184 +C15 {CHOCOLATE, GREEN} {LARGE, NONE} 0 1 0.0825249 302 0.0509447 +C8 {BROWN, PURPLE} {EVANESCENT, FLARING} 1 0 0.0438998 196 0.0330634 +C10 {CHOCOLATE, GREEN} {EVANESCENT, FLARING} 1 0 0.0423319 189 0.0318826 +C4 {WHITE} {PENDANT} 0.809859 0.190141 0.042225 710 0.119771 +C1 {PINK, GRAY, BLACK, ...} {PENDANT} 0.758444 0.241556 0.0373764 977 0.164811 +C5 {CHOCOLATE, GREEN} {PENDANT} 0 1 0.0235005 86 0.0145074 +C2 {BUFF, YELLOW, ORANGE} {PENDANT} 1 0 0.0223979 100 0.0168691 +C9 {WHITE} {EVANESCENT, FLARING} 0.857143 0.142857 0.0124097 147 0.0247976 +C12 {BUFF, YELLOW, ORANGE} {LARGE, NONE} 0 1 0.0049187 18 0.00303644 +C14 {WHITE} {LARGE, NONE} 0 1 0.00409892 15 0.00253036 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R42 +Variables + Type Name + Categorical GillColor + Categorical Habitat + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{BUFF, GRAY} 1758 0.296559 2 BUFF GRAY +{BROWN, PURPLE, BLACK, ...} 1507 0.254217 4 BROWN PURPLE BLACK ORANGE +{PINK} 1080 0.182186 1 PINK +{WHITE, RED} 937 0.158063 2 WHITE RED +{CHOCOLATE} 559 0.0942982 1 CHOCOLATE +{YELLOW, GREEN} 87 0.0146761 2 YELLOW GREEN * +Habitat +Group Frequency Coverage Size Value list +{WOODS} 2224 0.375169 1 WOODS +{GRASSES} 1684 0.284076 1 GRASSES +{PATHS, LEAVES} 1420 0.239541 2 PATHS LEAVES +{URBAN} 251 0.0423414 1 URBAN +{MEADOWS} 220 0.037112 1 MEADOWS +{WASTE} 129 0.0217611 1 WASTE * + +Cell frequencies + Habitat +GillColor {WOODS} {GRASSES} {PATHS, LEAVES} {URBAN} {MEADOWS} {WASTE} Total Coverage +{BUFF, GRAY} 544 206 935 17 56 0 1758 0.296559 +{BROWN, PURPLE, BLACK, ...} 699 520 112 79 97 0 1507 0.254217 +{PINK} 453 428 126 73 0 0 1080 0.182186 +{WHITE, RED} 385 210 106 50 57 129 937 0.158063 +{CHOCOLATE} 125 312 90 32 0 0 559 0.0942982 +{YELLOW, GREEN} 18 8 51 0 10 0 87 0.0146761 +Total 2224 1684 1420 251 220 129 5928 +Coverage 0.375169 0.284076 0.239541 0.0423414 0.037112 0.0217611 + +Cells 28 +Cell Id GillColor Habitat EDIBLE POISONOUS Interest Frequency Coverage +C13 {BUFF, GRAY} {PATHS, LEAVES} 0 1 0.312133 935 0.157726 +C1 {BUFF, GRAY} {WOODS} 0 1 0.181605 544 0.0917679 +C2 {BROWN, PURPLE, BLACK, ...} {WOODS} 0.901288 0.0987124 0.097054 699 0.117915 +C8 {BROWN, PURPLE, BLACK, ...} {GRASSES} 0.909615 0.0903846 0.0762128 520 0.0877193 +C4 {WHITE, RED} {WOODS} 0.914286 0.0857143 0.0581542 385 0.064946 +C34 {WHITE, RED} {WASTE} 1 0 0.0352977 129 0.0217611 +C14 {BROWN, PURPLE, BLACK, ...} {PATHS, LEAVES} 1 0 0.0306461 112 0.0188934 +C17 {CHOCOLATE} {PATHS, LEAVES} 0 1 0.0300449 90 0.0151822 +C26 {BROWN, PURPLE, BLACK, ...} {MEADOWS} 1 0 0.0265417 97 0.016363 +C5 {CHOCOLATE} {WOODS} 0.088 0.912 0.0248062 125 0.0210864 +C16 {WHITE, RED} {PATHS, LEAVES} 0.924528 0.0754717 0.0171004 106 0.0178812 +C22 {WHITE, RED} {URBAN} 0 1 0.0166916 50 0.00843455 +C3 {PINK} {WOODS} 0.724062 0.275938 0.0149462 453 0.076417 +C15 {PINK} {PATHS, LEAVES} 0.18254 0.81746 0.0145298 126 0.0212551 +C23 {CHOCOLATE} {URBAN} 0 1 0.0106826 32 0.00539811 +C18 {YELLOW, GREEN} {PATHS, LEAVES} 0.960784 0.0392157 0.0103907 51 0.00860324 +C25 {BUFF, GRAY} {MEADOWS} 0.875 0.125 0.00653065 56 0.00944669 +C6 {YELLOW, GREEN} {WOODS} 0 1 0.00600898 18 0.00303644 +C28 {WHITE, RED} {MEADOWS} 0.842105 0.157895 0.00528179 57 0.00961538 +C9 {PINK} {GRASSES} 0.649533 0.350467 0.00507816 428 0.0721997 +C21 {PINK} {URBAN} 0.260274 0.739726 0.00494847 73 0.0123144 +C19 {BUFF, GRAY} {URBAN} 1 0 0.00465163 17 0.00286775 +C30 {YELLOW, GREEN} {MEADOWS} 0 1 0.00333832 10 0.00168691 +C10 {WHITE, RED} {GRASSES} 0.661905 0.338095 0.00306622 210 0.0354251 +C12 {YELLOW, GREEN} {GRASSES} 0 1 0.00267066 8 0.00134953 +C20 {BROWN, PURPLE, BLACK, ...} {URBAN} 0.405063 0.594937 0.00115912 79 0.0133266 +C11 {CHOCOLATE} {GRASSES} 0.570513 0.429487 0.000358317 312 0.0526316 +C7 {BUFF, GRAY} {GRASSES} 0.514563 0.485437 7.11164e-05 206 0.0347503 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R43 +Variables + Type Name + Categorical GillColor + Categorical Population + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{WHITE, BROWN} 1630 0.274966 2 WHITE BROWN +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{PINK} 1080 0.182186 1 PINK +{CHOCOLATE, GRAY} 1076 0.181511 2 CHOCOLATE GRAY +{PURPLE} 352 0.0593792 1 PURPLE +{BLACK} 346 0.0583671 1 BLACK +{RED, ORANGE} 116 0.0195682 2 RED ORANGE +{YELLOW} 69 0.0116397 1 YELLOW +Population +Group Frequency Coverage Size Value list +{SEVERAL} 2890 0.487517 1 SEVERAL +{SCATTERED, CLUSTERED} 1210 0.204116 2 SCATTERED CLUSTERED * +{SOLITARY} 1178 0.198718 1 SOLITARY +{ABUNDANT, NUMEROUS} 650 0.109649 2 ABUNDANT NUMEROUS + +Cell frequencies + Population +GillColor {SEVERAL} {SCATTERED, CLUSTERED} {SOLITARY} {ABUNDANT, NUMEROUS} Total Coverage +{WHITE, BROWN} 594 445 368 223 1630 0.274966 +{BUFF, GREEN} 1259 0 0 0 1259 0.212382 +{PINK} 403 212 335 130 1080 0.182186 +{CHOCOLATE, GRAY} 379 228 311 158 1076 0.181511 +{PURPLE} 178 18 156 0 352 0.0593792 +{BLACK} 31 168 8 139 346 0.0583671 +{RED, ORANGE} 23 93 0 0 116 0.0195682 +{YELLOW} 23 46 0 0 69 0.0116397 +Total 2890 1210 1178 650 5928 +Coverage 0.487517 0.204116 0.198718 0.109649 + +Cells 24 +Cell Id GillColor Population EDIBLE POISONOUS Interest Frequency Coverage +C2 {BUFF, GREEN} {SEVERAL} 0 1 0.390285 1259 0.212382 +C4 {CHOCOLATE, GRAY} {SEVERAL} 0.0290237 0.970976 0.0966893 379 0.0639339 +C17 {WHITE, BROWN} {SOLITARY} 1 0 0.0935045 368 0.0620783 +C20 {CHOCOLATE, GRAY} {SOLITARY} 0.0546624 0.945338 0.0687195 311 0.0524629 +C25 {WHITE, BROWN} {ABUNDANT, NUMEROUS} 1 0 0.0566617 223 0.0376181 +C28 {CHOCOLATE, GRAY} {ABUNDANT, NUMEROUS} 1 0 0.040146 158 0.0266532 +C21 {PURPLE} {SOLITARY} 1 0 0.0396378 156 0.0263158 +C30 {BLACK} {ABUNDANT, NUMEROUS} 1 0 0.0353183 139 0.023448 +C27 {PINK} {ABUNDANT, NUMEROUS} 1 0 0.0330315 130 0.0219298 +C1 {WHITE, BROWN} {SEVERAL} 0.765993 0.234007 0.0276467 594 0.100202 +C15 {RED, ORANGE} {SCATTERED, CLUSTERED} 1 0 0.0236302 93 0.0156883 +C5 {PURPLE} {SEVERAL} 0.898876 0.101124 0.0225915 178 0.030027 +C14 {BLACK} {SCATTERED, CLUSTERED} 0.863095 0.136905 0.0167697 168 0.0283401 +C9 {WHITE, BROWN} {SCATTERED, CLUSTERED} 0.74382 0.25618 0.016761 445 0.0750675 +C12 {CHOCOLATE, GRAY} {SCATTERED, CLUSTERED} 0.767544 0.232456 0.0107627 228 0.0384615 +C7 {RED, ORANGE} {SEVERAL} 1 0 0.00584403 23 0.00387989 +C8 {YELLOW} {SEVERAL} 1 0 0.00584403 23 0.00387989 +C13 {PURPLE} {SCATTERED, CLUSTERED} 0 1 0.00557993 18 0.00303644 +C11 {PINK} {SCATTERED, CLUSTERED} 0.688679 0.311321 0.00424296 212 0.0357625 +C3 {PINK} {SEVERAL} 0.449132 0.550868 0.0023813 403 0.0679825 +C22 {BLACK} {SOLITARY} 1 0 0.00203271 8 0.00134953 +C6 {BLACK} {SEVERAL} 0.290323 0.709677 0.00153351 31 0.00522942 +C19 {PINK} {SOLITARY} 0.570149 0.429851 0.000350083 335 0.0565115 +C16 {YELLOW} {SCATTERED, CLUSTERED} 0.565217 0.434783 3.56941e-05 46 0.00775978 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R44 +Variables + Type Name + Categorical GillColor + Categorical StalkColorAboveRing + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{WHITE, PURPLE, YELLOW, ...} 1344 0.226721 4 WHITE PURPLE YELLOW ORANGE +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{BROWN, BLACK, RED} 1169 0.1972 3 BROWN BLACK RED +{PINK} 1080 0.182186 1 PINK +{CHOCOLATE, GRAY} 1076 0.181511 2 CHOCOLATE GRAY +StalkColorAboveRing +Group Frequency Coverage Size Value list +{WHITE} 3361 0.56697 1 WHITE +{PINK} 1314 0.22166 1 PINK +{GRAY, ORANGE, RED} 615 0.103745 3 GRAY ORANGE RED +{BROWN, BUFF} 600 0.101215 2 BROWN BUFF +{CINNAMON, YELLOW} 38 0.00641026 2 CINNAMON YELLOW * + +Cell frequencies + StalkColorAboveRing +GillColor {WHITE} {PINK} {GRAY, ORANGE, RED} {BROWN, BUFF} {CINNAMON, YELLOW} Total Coverage +{WHITE, PURPLE, YELLOW, ...} 745 208 343 10 38 1344 0.226721 +{BUFF, GREEN} 639 620 0 0 0 1259 0.212382 +{BROWN, BLACK, RED} 901 94 174 0 0 1169 0.1972 +{PINK} 593 195 98 194 0 1080 0.182186 +{CHOCOLATE, GRAY} 483 197 0 396 0 1076 0.181511 +Total 3361 1314 615 600 38 5928 +Coverage 0.56697 0.22166 0.103745 0.101215 0.00641026 + +Cells 17 +Cell Id GillColor StalkColorAboveRing EDIBLE POISONOUS Interest Frequency Coverage +C2 {BUFF, GREEN} {WHITE} 0 1 0.189481 639 0.107794 +C7 {BUFF, GREEN} {PINK} 0 1 0.183847 620 0.104588 +C20 {CHOCOLATE, GRAY} {BROWN, BUFF} 0 1 0.117425 396 0.0668016 +C3 {BROWN, BLACK, RED} {WHITE} 0.859046 0.140954 0.0836431 901 0.151991 +C11 {WHITE, PURPLE, YELLOW, ...} {GRAY, ORANGE, RED} 1 0 0.0833658 343 0.057861 +C10 {CHOCOLATE, GRAY} {PINK} 0 1 0.058416 197 0.0332321 +C19 {PINK} {BROWN, BUFF} 0 1 0.0575264 194 0.032726 +C6 {WHITE, PURPLE, YELLOW, ...} {PINK} 1 0 0.0505542 208 0.0350877 +C13 {BROWN, BLACK, RED} {GRAY, ORANGE, RED} 1 0 0.0422905 174 0.0293522 +C1 {WHITE, PURPLE, YELLOW, ...} {WHITE} 0.746309 0.253691 0.0275135 745 0.125675 +C4 {PINK} {WHITE} 0.768971 0.231029 0.0271245 593 0.100034 +C14 {PINK} {GRAY, ORANGE, RED} 1 0 0.0238188 98 0.0165317 +C8 {BROWN, BLACK, RED} {PINK} 1 0 0.0228466 94 0.015857 +C5 {CHOCOLATE, GRAY} {WHITE} 0.747412 0.252588 0.0180327 483 0.0814777 +C21 {WHITE, PURPLE, YELLOW, ...} {CINNAMON, YELLOW} 0 1 0.0112681 38 0.00641026 +C16 {WHITE, PURPLE, YELLOW, ...} {BROWN, BUFF} 1 0 0.00243049 10 0.00168691 +C9 {PINK} {PINK} 0.482051 0.517949 0.000415499 195 0.0328947 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R45 +Variables + Type Name + Categorical Bruise + Categorical GillColor + +Variables stats +Bruise +Group Frequency Coverage Size Value list +{NO} 3568 0.601889 1 NO +{BRUISES} 2360 0.398111 1 BRUISES * +GillColor +Group Frequency Coverage Size Value list +{BUFF} 1241 0.209345 1 BUFF +{PINK} 1080 0.182186 1 PINK +{WHITE, YELLOW} 941 0.158738 2 WHITE YELLOW +{BROWN} 758 0.127868 1 BROWN +{CHOCOLATE, GREEN} 577 0.0973347 2 CHOCOLATE GREEN * +{GRAY} 517 0.0872132 1 GRAY +{PURPLE, RED} 417 0.0703441 2 PURPLE RED +{BLACK, ORANGE} 397 0.0669703 2 BLACK ORANGE + +Cell frequencies + GillColor +Bruise {BUFF} {PINK} {WHITE, YELLOW} {BROWN} {CHOCOLATE, GREEN} {GRAY} {PURPLE, RED} {BLACK, ORANGE} Total Coverage +{NO} 1241 610 244 277 491 410 45 250 3568 0.601889 +{BRUISES} 0 470 697 481 86 107 372 147 2360 0.398111 +Total 1241 1080 941 758 577 517 417 397 5928 +Coverage 0.209345 0.182186 0.158738 0.127868 0.0973347 0.0872132 0.0703441 0.0669703 + +Cells 15 +Cell Id Bruise GillColor EDIBLE POISONOUS Interest Frequency Coverage +C1 {NO} {BUFF} 0 1 0.474767 1241 0.209345 +C14 {BRUISES} {PURPLE, RED} 1 0 0.116649 372 0.062753 +C15 {NO} {BLACK, ORANGE} 1 0 0.0783929 250 0.0421727 +C8 {BRUISES} {BROWN} 0.898129 0.101871 0.0749719 481 0.0811404 +C6 {BRUISES} {WHITE, YELLOW} 0.806313 0.193687 0.056425 697 0.117578 +C11 {NO} {GRAY} 0.2 0.8 0.0485215 410 0.0691633 +C7 {NO} {BROWN} 0.880866 0.119134 0.0385117 277 0.0467274 +C10 {BRUISES} {CHOCOLATE, GREEN} 0 1 0.0329008 86 0.0145074 +C4 {BRUISES} {PINK} 0.776596 0.223404 0.0296843 470 0.0792848 +C5 {NO} {WHITE, YELLOW} 0.770492 0.229508 0.0145977 244 0.0411606 +C12 {BRUISES} {GRAY} 0.841121 0.158879 0.0112817 107 0.0180499 +C9 {NO} {CHOCOLATE, GREEN} 0.384929 0.615071 0.0110477 491 0.0828273 +C13 {NO} {PURPLE, RED} 0.2 0.8 0.00532553 45 0.00759109 +C16 {BRUISES} {BLACK, ORANGE} 0.693878 0.306122 0.00388635 147 0.0247976 +C3 {NO} {PINK} 0.463934 0.536066 0.00303751 610 0.102901 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R46 +Variables + Type Name + Categorical GillColor + Categorical StalkSurfaceBelowRing + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{PINK, GRAY} 1597 0.269399 2 PINK GRAY +{BROWN, PURPLE, BLACK} 1456 0.245614 3 BROWN PURPLE BLACK +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{WHITE} 872 0.147099 1 WHITE +{CHOCOLATE} 559 0.0942982 1 CHOCOLATE +{YELLOW, RED, ORANGE} 185 0.0312078 3 YELLOW RED ORANGE +StalkSurfaceBelowRing +Group Frequency Coverage Size Value list +{SMOOTH} 3587 0.605094 1 SMOOTH +{SILKY} 1604 0.27058 1 SILKY +{FIBROUS} 544 0.0917679 1 FIBROUS +{SCALY} 193 0.0325574 1 SCALY * + +Cell frequencies + StalkSurfaceBelowRing +GillColor {SMOOTH} {SILKY} {FIBROUS} {SCALY} Total Coverage +{PINK, GRAY} 756 649 147 45 1597 0.269399 +{BROWN, PURPLE, BLACK} 1230 0 191 35 1456 0.245614 +{BUFF, GREEN} 642 617 0 0 1259 0.212382 +{WHITE} 675 36 68 93 872 0.147099 +{CHOCOLATE} 119 302 138 0 559 0.0942982 +{YELLOW, RED, ORANGE} 165 0 0 20 185 0.0312078 +Total 3587 1604 544 193 5928 +Coverage 0.605094 0.27058 0.0917679 0.0325574 + +Cells 18 +Cell Id GillColor StalkSurfaceBelowRing EDIBLE POISONOUS Interest Frequency Coverage +C3 {BUFF, GREEN} {SMOOTH} 0 1 0.204744 642 0.1083 +C9 {BUFF, GREEN} {SILKY} 0 1 0.196772 617 0.104082 +C2 {BROWN, PURPLE, BLACK} {SMOOTH} 0.86748 0.13252 0.130185 1230 0.20749 +C7 {PINK, GRAY} {SILKY} 0.0970724 0.902928 0.117092 649 0.10948 +C11 {CHOCOLATE} {SILKY} 0 1 0.0963128 302 0.0509447 +C4 {WHITE} {SMOOTH} 0.848889 0.151111 0.0627366 675 0.113866 +C14 {BROWN, PURPLE, BLACK} {FIBROUS} 1 0 0.0499274 191 0.03222 +C1 {PINK, GRAY} {SMOOTH} 0.792328 0.207672 0.0455303 756 0.12753 +C6 {YELLOW, RED, ORANGE} {SMOOTH} 1 0 0.043131 165 0.027834 +C19 {PINK, GRAY} {SCALY} 1 0 0.011763 45 0.00759109 +C10 {WHITE} {SILKY} 1 0 0.0094104 36 0.00607287 +C20 {BROWN, PURPLE, BLACK} {SCALY} 1 0 0.009149 35 0.00590418 +C13 {PINK, GRAY} {FIBROUS} 0.768707 0.231293 0.00721442 147 0.0247976 +C24 {YELLOW, RED, ORANGE} {SCALY} 0 1 0.00637833 20 0.00337382 +C17 {CHOCOLATE} {FIBROUS} 0.73913 0.26087 0.0051001 138 0.0232794 +C5 {CHOCOLATE} {SMOOTH} 0.731092 0.268908 0.0040456 119 0.0200742 +C22 {WHITE} {SCALY} 0.612903 0.387097 0.000485891 93 0.0156883 +C16 {WHITE} {FIBROUS} 0.514706 0.485294 2.21052e-05 68 0.011471 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R47 +Variables + Type Name + Categorical GillColor + Categorical StalkSurfaceAboveRing + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{WHITE, PURPLE} 1224 0.206478 2 WHITE PURPLE +{BROWN, BLACK} 1104 0.186235 2 BROWN BLACK +{PINK} 1080 0.182186 1 PINK +{CHOCOLATE} 559 0.0942982 1 CHOCOLATE +{GRAY} 517 0.0872132 1 GRAY +{YELLOW, RED, ORANGE} 185 0.0312078 3 YELLOW RED ORANGE +StalkSurfaceAboveRing +Group Frequency Coverage Size Value list +{SMOOTH} 3753 0.633097 1 SMOOTH +{SILKY, SCALY} 1668 0.281377 2 SILKY SCALY * +{FIBROUS} 507 0.0855263 1 FIBROUS + +Cell frequencies + StalkSurfaceAboveRing +GillColor {SMOOTH} {SILKY, SCALY} {FIBROUS} Total Coverage +{BUFF, GREEN} 643 616 0 1259 0.212382 +{WHITE, PURPLE} 1087 77 60 1224 0.206478 +{BROWN, BLACK} 913 0 191 1104 0.186235 +{PINK} 617 329 134 1080 0.182186 +{CHOCOLATE} 135 302 122 559 0.0942982 +{GRAY} 193 324 0 517 0.0872132 +{YELLOW, RED, ORANGE} 165 20 0 185 0.0312078 +Total 3753 1668 507 5928 +Coverage 0.633097 0.281377 0.0855263 + +Cells 17 +Cell Id GillColor StalkSurfaceAboveRing EDIBLE POISONOUS Interest Frequency Coverage +C1 {BUFF, GREEN} {SMOOTH} 0 1 0.205876 643 0.108468 +C8 {BUFF, GREEN} {SILKY, SCALY} 0 1 0.197231 616 0.103914 +C2 {WHITE, PURPLE} {SMOOTH} 0.873045 0.126955 0.119979 1087 0.183367 +C12 {CHOCOLATE} {SILKY, SCALY} 0 1 0.0966943 302 0.0509447 +C3 {BROWN, BLACK} {SMOOTH} 0.860898 0.139102 0.0927058 913 0.154015 +C11 {PINK} {SILKY, SCALY} 0.103343 0.896657 0.0575769 329 0.0554993 +C13 {GRAY} {SILKY, SCALY} 0.101852 0.898148 0.0571687 324 0.0546559 +C4 {PINK} {SMOOTH} 0.837925 0.162075 0.0531926 617 0.104082 +C17 {BROWN, BLACK} {FIBROUS} 1 0 0.0501252 191 0.03222 +C7 {YELLOW, RED, ORANGE} {SMOOTH} 1 0 0.0433019 165 0.027834 +C14 {YELLOW, RED, ORANGE} {SILKY, SCALY} 0 1 0.0064036 20 0.00337382 +C5 {CHOCOLATE} {SMOOTH} 0.755556 0.244444 0.00588828 135 0.0227733 +C6 {GRAY} {SMOOTH} 0.720207 0.279793 0.00585276 193 0.0325574 +C18 {PINK} {FIBROUS} 0.723881 0.276119 0.00423196 134 0.0226046 +C19 {CHOCOLATE} {FIBROUS} 0.713115 0.286885 0.00341333 122 0.0205803 +C16 {WHITE, PURPLE} {FIBROUS} 0.45 0.55 0.000358756 60 0.0101215 +C9 {WHITE, PURPLE} {SILKY, SCALY} 0.532468 0.467532 2.45231e-07 77 0.0129892 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R48 +Variables + Type Name + Categorical GillColor + Categorical GillSize + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{BROWN, PURPLE, BLACK, ...} 1572 0.265182 5 BROWN PURPLE BLACK RED ORANGE +{BUFF, GREEN} 1259 0.212382 2 BUFF GREEN * +{PINK, YELLOW} 1149 0.193826 2 PINK YELLOW +{WHITE} 872 0.147099 1 WHITE +{CHOCOLATE} 559 0.0942982 1 CHOCOLATE +{GRAY} 517 0.0872132 1 GRAY +GillSize +Group Frequency Coverage Size Value list +{BROAD} 4121 0.695175 1 BROAD +{NARROW} 1807 0.304825 1 NARROW * + +Cell frequencies + GillSize +GillColor {BROAD} {NARROW} Total Coverage +{BROWN, PURPLE, BLACK, ...} 1344 228 1572 0.265182 +{BUFF, GREEN} 18 1241 1259 0.212382 +{PINK, YELLOW} 1029 120 1149 0.193826 +{WHITE} 719 153 872 0.147099 +{CHOCOLATE} 548 11 559 0.0942982 +{GRAY} 463 54 517 0.0872132 +Total 4121 1807 5928 +Coverage 0.695175 0.304825 + +Cells 12 +Cell Id GillColor GillSize EDIBLE POISONOUS Interest Frequency Coverage +C8 {BUFF, GREEN} {NARROW} 0 1 0.446057 1241 0.209345 +C1 {BROWN, PURPLE, BLACK, ...} {BROAD} 1 0 0.395955 1344 0.226721 +C4 {WHITE} {BROAD} 0.859527 0.140473 0.0811793 719 0.121289 +C5 {CHOCOLATE} {BROAD} 0.324818 0.675182 0.02299 548 0.0924426 +C6 {GRAY} {BROAD} 0.334773 0.665227 0.0175883 463 0.0781039 +C7 {BROWN, PURPLE, BLACK, ...} {NARROW} 0.285088 0.714912 0.0136635 228 0.0384615 +C3 {PINK, YELLOW} {BROAD} 0.628766 0.371234 0.00878569 1029 0.173583 +C2 {BUFF, GREEN} {BROAD} 0 1 0.0064698 18 0.00303644 +C11 {CHOCOLATE} {NARROW} 1 0 0.0032407 11 0.0018556 +C12 {GRAY} {NARROW} 0.314815 0.685185 0.0024921 54 0.00910931 +C9 {PINK, YELLOW} {NARROW} 0.416667 0.583333 0.0015695 120 0.0202429 +C10 {WHITE} {NARROW} 0.542484 0.457516 9.42355e-06 153 0.0258097 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R49 +Variables + Type Name + Categorical GillColor + Categorical SporePrintColor + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{PINK, BROWN, BLACK, ...} 2249 0.379386 4 PINK BROWN BLACK RED +{BUFF, CHOCOLATE, YELLOW, ...} 1920 0.323887 4 BUFF CHOCOLATE YELLOW ORANGE +{WHITE} 872 0.147099 1 WHITE +{GRAY, GREEN} 535 0.0902497 2 GRAY GREEN * +{PURPLE} 352 0.0593792 1 PURPLE +SporePrintColor +Group Frequency Coverage Size Value list +{BROWN, BLACK, BUFF, ...} 3000 0.506073 5 BROWN BLACK BUFF ORANGE YELLOW * +{WHITE, PURPLE} 1745 0.294366 2 WHITE PURPLE +{CHOCOLATE, GREEN} 1183 0.199561 2 CHOCOLATE GREEN + +Cell frequencies + SporePrintColor +GillColor {BROWN, BLACK, BUFF, ...} {WHITE, PURPLE} {CHOCOLATE, GREEN} Total Coverage +{PINK, BROWN, BLACK, ...} 1722 155 372 2249 0.379386 +{BUFF, CHOCOLATE, YELLOW, ...} 278 1261 381 1920 0.323887 +{WHITE} 513 264 95 872 0.147099 +{GRAY, GREEN} 144 65 326 535 0.0902497 +{PURPLE} 343 0 9 352 0.0593792 +Total 3000 1745 1183 5928 +Coverage 0.506073 0.294366 0.199561 + +Cells 14 +Cell Id GillColor SporePrintColor EDIBLE POISONOUS Interest Frequency Coverage +C7 {BUFF, CHOCOLATE, YELLOW, ...} {WHITE, PURPLE} 0 1 0.3316 1261 0.212719 +C1 {PINK, BROWN, BLACK, ...} {BROWN, BLACK, BUFF, ...} 0.88676 0.11324 0.171167 1722 0.290486 +C14 {GRAY, GREEN} {CHOCOLATE, GREEN} 0 1 0.085727 326 0.0549933 +C11 {PINK, BROWN, BLACK, ...} {CHOCOLATE, GREEN} 0.0215054 0.978495 0.084156 372 0.062753 +C12 {BUFF, CHOCOLATE, YELLOW, ...} {CHOCOLATE, GREEN} 0.0288714 0.971129 0.0825261 381 0.0642713 +C3 {WHITE} {BROWN, BLACK, BUFF, ...} 0.91423 0.08577 0.0610174 513 0.0865385 +C2 {BUFF, CHOCOLATE, YELLOW, ...} {BROWN, BLACK, BUFF, ...} 1 0 0.0599202 278 0.0468961 +C5 {PURPLE} {BROWN, BLACK, BUFF, ...} 0.895044 0.104956 0.0360124 343 0.057861 +C6 {PINK, BROWN, BLACK, ...} {WHITE, PURPLE} 1 0 0.0334087 155 0.0261471 +C8 {WHITE} {WHITE, PURPLE} 0.844697 0.155303 0.0196339 264 0.0445344 +C13 {WHITE} {CHOCOLATE, GREEN} 0.0947368 0.905263 0.0143145 95 0.0160256 +C9 {GRAY, GREEN} {WHITE, PURPLE} 1 0 0.0140101 65 0.0109649 +C4 {GRAY, GREEN} {BROWN, BLACK, BUFF, ...} 0.743056 0.256944 0.00456585 144 0.0242915 +C15 {PURPLE} {CHOCOLATE, GREEN} 1 0 0.00193986 9 0.00151822 + Total 0.534413 0.465587 1 5928 1 + +---------------------------------------------- +Rank R50 +Variables + Type Name + Categorical GillColor + Categorical Odor + +Variables stats +GillColor +Group Frequency Coverage Size Value list +{BUFF, PINK, BROWN, ...} 4452 0.751012 8 BUFF PINK BROWN CHOCOLATE PURPLE BLACK RED ORANGE +{WHITE, GRAY, YELLOW} 1458 0.245951 3 WHITE GRAY YELLOW +{GREEN} 18 0.00303644 1 GREEN * +Odor +Group Frequency Coverage Size Value list +{NONE} 2686 0.453104 1 NONE +{FOUL, SPICY, FISHY, ...} 2677 0.451586 6 FOUL SPICY FISHY PUNGENT CREOSOTE MUSTY * +{ALMOND, ANISE} 565 0.0953104 2 ALMOND ANISE + +Cell frequencies + Odor +GillColor {NONE} {FOUL, SPICY, FISHY, ...} {ALMOND, ANISE} Total Coverage +{BUFF, PINK, BROWN, ...} 1934 2206 312 4452 0.751012 +{WHITE, GRAY, YELLOW} 734 471 253 1458 0.245951 +{GREEN} 18 0 0 18 0.00303644 +Total 2686 2677 565 5928 +Coverage 0.453104 0.451586 0.0953104 + +Cells 7 +Cell Id GillColor Odor EDIBLE POISONOUS Interest Frequency Coverage +C4 {BUFF, PINK, BROWN, ...} {FOUL, SPICY, FISHY, ...} 0 1 0.435161 2206 0.372132 +C1 {BUFF, PINK, BROWN, ...} {NONE} 1 0 0.312701 1934 0.326248 +C5 {WHITE, GRAY, YELLOW} {FOUL, SPICY, FISHY, ...} 0 1 0.0929107 471 0.0794534 +C2 {WHITE, GRAY, YELLOW} {NONE} 0.911444 0.0885559 0.0643237 734 0.123819 +C7 {BUFF, PINK, BROWN, ...} {ALMOND, ANISE} 1 0 0.0504461 312 0.0526316 +C8 {WHITE, GRAY, YELLOW} {ALMOND, ANISE} 1 0 0.0409066 253 0.0426788 +C3 {GREEN} {NONE} 0 1 0.00355073 18 0.00303644 + Total 0.534413 0.465587 1 5928 1 diff --git a/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/Var3_PreparationReport.xls b/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/Var3_PreparationReport.xls new file mode 100644 index 000000000..d1a5ccb50 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/Var3_PreparationReport.xls @@ -0,0 +1,633 @@ +#Khiops 10.1.5 +Descriptive statistics + + +Problem description +Short description + +Dictionary Mushroom +Variables + Categorical 23 + Total 23 + +Database ../../../datasets/Mushroom/Mushroom.txt +Sample percentage 70 +Sampling mode Include sample +Selection variable +Selection value +Instances 5928 + +Learning task Classification analysis + +Target variable Categorical Class + +Target variable stats +Value Frequency Coverage +EDIBLE 3168 0.534413 +POISONOUS 2760 0.465587 + +Evaluated variables 22 +Informative variables 21 + +Max number of constructed variables 0 +Max number of trees 0 +Max number of variable pairs 50 +Discretization MODL +Value grouping MODL + +Null model + Constr. cost 0.693147 + Prep. cost 8.68761 + Data cost 4090.36 + + +Categorical variables statistics + +Rank Name Level Groups Values Mode Mode coverage Constr. cost Prep. cost Data cost +R01 Odor 0.900798 3 9 NONE 0.453104 3.82864 35.694 367.179 +R02 SporePrintColor 0.47984 4 9 WHITE 0.28863 3.82864 43.8179 2084.87 +R03 GillColor 0.402066 6 12 BUFF 0.209345 3.82864 63.2207 2384.32 +R04 StalkSurfaceAboveRing 0.285867 3 4 SMOOTH 0.633097 3.82864 28.5617 2895.37 +R05 RingType 0.283664 4 5 PENDANT 0.470142 3.82864 36.5603 2896.4 +R06 StalkSurfaceBelowRing 0.272744 3 4 SMOOTH 0.605094 3.82864 28.6051 2949.13 +R07 StalkColorAboveRing 0.245938 5 9 WHITE 0.56697 3.82864 50.6463 3036.98 +R08 GillSize 0.228924 2 2 BROAD 0.695175 3.82864 17.2546 3140.12 +R09 StalkColorBelowRing 0.223656 5 9 WHITE 0.557186 3.82864 50.8241 3128.16 +R10 Population 0.20956 5 6 SEVERAL 0.487517 3.82864 45.3128 3191.45 +R11 Bruise 0.158096 2 2 NO 0.601889 3.82864 17.3774 3430.38 +R12 Habitat 0.155388 6 7 WOODS 0.375169 3.82864 52.3352 3406.52 +R13 StalkRoot 0.143978 5 5 BULBOUS 0.446862 3.82864 42.5668 3463.07 +R14 GillSpacing 0.125243 2 2 CLOSE 0.808704 3.82864 16.9402 3565.51 +R15 CapShape 0.0418307 3 6 CONVEX 0.456309 3.82864 31.4583 3892.96 +R16 CapColor 0.0368621 5 10 BROWN 0.273954 3.82864 51.3578 3893.43 +R17 RingNumber 0.0288836 3 3 ONE 0.925101 3.82864 23.682 3953.81 +R18 CapSurface 0.0287294 2 4 SCALY 0.384953 3.82864 19.8392 3958.29 +R19 VeilColor 0.0186198 3 4 WHITE 0.975202 3.82864 23.3998 3996.17 +R20 GillAttachment 0.0109149 2 2 FREE 0.973516 3.82864 15.1539 4036.01 +R21 StalkShape 0.00748534 2 2 TAPERING 0.583502 3.82864 17.3915 4047.83 +R22 VeilType 0 1 1 PARTIAL 1 0.693147 8.68761 4090.36 + + +-------------------------------------------------------------------------------- + +Variables detailed statistics + + +Rank R01 +Variable Categorical Odor + +Variable stats +Group Size Value list +{NONE} 1 NONE +{FOUL, SPICY, FISHY, ...} 6 FOUL SPICY FISHY PUNGENT CREOSOTE MUSTY * +{ALMOND, ANISE} 2 ALMOND ANISE + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{FOUL, SPICY, FISHY, ...} 0 1 0.549437 2677 0.451586 +{NONE} 0.969099 0.030901 0.355515 2686 0.453104 +{ALMOND, ANISE} 1 0 0.0950487 565 0.0953104 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +NONE 2686 0.453104 +FOUL 1499 0.252868 +SPICY 419 0.0706815 +FISHY 414 0.0698381 +ALMOND 294 0.0495951 +ANISE 271 0.0457152 +PUNGENT 174 0.0293522 +CREOSOTE 138 0.0232794 +MUSTY 33 0.0055668 + +---------------------------------------------- +Rank R02 +Variable Categorical SporePrintColor + +Variable stats +Group Size Value list +{BROWN, BLACK} 2 BROWN BLACK +{WHITE} 1 WHITE +{CHOCOLATE, GREEN} 2 CHOCOLATE GREEN +{BUFF, ORANGE, PURPLE, ...} 4 BUFF ORANGE PURPLE YELLOW * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{BROWN, BLACK} 0.892191 0.107809 0.433474 2894 0.488192 +{CHOCOLATE, GREEN} 0.0312764 0.968724 0.367351 1183 0.199561 +{WHITE} 0.239041 0.760959 0.155311 1711 0.28863 +{BUFF, ORANGE, PURPLE, ...} 1 0 0.0438651 140 0.0236167 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +WHITE 1711 0.28863 +BROWN 1480 0.249663 +BLACK 1414 0.238529 +CHOCOLATE 1128 0.190283 +GREEN 55 0.009278 +BUFF 38 0.00641026 +ORANGE 37 0.00624157 +PURPLE 34 0.00573549 +YELLOW 31 0.00522942 + +---------------------------------------------- +Rank R03 +Variable Categorical GillColor + +Variable stats +Group Size Value list +{BROWN, PURPLE, BLACK} 3 BROWN PURPLE BLACK +{BUFF, GREEN} 2 BUFF GREEN * +{PINK} 1 PINK +{CHOCOLATE, GRAY} 2 CHOCOLATE GRAY +{WHITE, YELLOW} 2 WHITE YELLOW +{RED, ORANGE} 2 RED ORANGE + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{BUFF, GREEN} 0 1 0.567346 1259 0.212382 +{BROWN, PURPLE, BLACK} 0.888049 0.111951 0.250144 1456 0.245614 +{WHITE, YELLOW} 0.797024 0.202976 0.0832445 941 0.158738 +{CHOCOLATE, GRAY} 0.335502 0.664498 0.0508656 1076 0.181511 +{RED, ORANGE} 1 0 0.0428459 116 0.0195682 +{PINK} 0.6 0.4 0.0055532 1080 0.182186 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +BUFF 1241 0.209345 +PINK 1080 0.182186 +WHITE 872 0.147099 +BROWN 758 0.127868 +CHOCOLATE 559 0.0942982 +GRAY 517 0.0872132 +PURPLE 352 0.0593792 +BLACK 346 0.0583671 +YELLOW 69 0.0116397 +RED 65 0.0109649 +ORANGE 51 0.00860324 +GREEN 18 0.00303644 + +---------------------------------------------- +Rank R04 +Variable Categorical StalkSurfaceAboveRing + +Variable stats +Group Size Value list +{SMOOTH, SCALY} 2 SMOOTH SCALY * +{SILKY} 1 SILKY +{FIBROUS} 1 FIBROUS + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{SILKY} 0.0592861 0.940714 0.738617 1653 0.278846 +{SMOOTH, SCALY} 0.708068 0.291932 0.199532 3768 0.635628 +{FIBROUS} 0.792899 0.207101 0.0618507 507 0.0855263 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +SMOOTH 3753 0.633097 +SILKY 1653 0.278846 +FIBROUS 507 0.0855263 +SCALY 15 0.00253036 + +---------------------------------------------- +Rank R05 +Variable Categorical RingType + +Variable stats +Group Size Value list +{PENDANT} 1 PENDANT +{EVANESCENT} 1 EVANESCENT +{LARGE, NONE} 2 LARGE NONE * +{FLARING} 1 FLARING + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{LARGE, NONE} 0 1 0.591409 921 0.155364 +{PENDANT} 0.793685 0.206315 0.34179 2787 0.470142 +{EVANESCENT} 0.42098 0.57902 0.0473267 2183 0.368252 +{FLARING} 1 0 0.0194742 37 0.00624157 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +PENDANT 2787 0.470142 +EVANESCENT 2183 0.368252 +LARGE 888 0.149798 +FLARING 37 0.00624157 +NONE 33 0.0055668 + +---------------------------------------------- +Rank R06 +Variable Categorical StalkSurfaceBelowRing + +Variable stats +Group Size Value list +{SMOOTH, SCALY} 2 SMOOTH SCALY * +{SILKY} 1 SILKY +{FIBROUS} 1 FIBROUS + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{SILKY} 0.0617207 0.938279 0.740765 1604 0.27058 +{SMOOTH, SCALY} 0.695238 0.304762 0.179003 3780 0.637652 +{FIBROUS} 0.810662 0.189338 0.0802322 544 0.0917679 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +SMOOTH 3587 0.605094 +SILKY 1604 0.27058 +FIBROUS 544 0.0917679 +SCALY 193 0.0325574 + +---------------------------------------------- +Rank R07 +Variable Categorical StalkColorAboveRing + +Variable stats +Group Size Value list +{WHITE} 1 WHITE +{PINK} 1 PINK +{GRAY, ORANGE, RED} 3 GRAY ORANGE RED +{BUFF, CINNAMON, YELLOW} 3 BUFF CINNAMON YELLOW * +{BROWN} 1 BROWN + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{GRAY, ORANGE, RED} 1 0 0.367734 615 0.103745 +{BUFF, CINNAMON, YELLOW} 0 1 0.234902 322 0.0543185 +{BROWN} 0.0316456 0.968354 0.186866 316 0.0533063 +{PINK} 0.30137 0.69863 0.139043 1314 0.22166 +{WHITE} 0.638798 0.361202 0.0714553 3361 0.56697 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +WHITE 3361 0.56697 +PINK 1314 0.22166 +GRAY 410 0.0691633 +BROWN 316 0.0533063 +BUFF 284 0.0479082 +ORANGE 142 0.0239541 +RED 63 0.0106275 +CINNAMON 33 0.0055668 +YELLOW 5 0.000843455 + +---------------------------------------------- +Rank R08 +Variable Categorical GillSize + +Variable stats +Group Size Value list +{BROAD} 1 BROAD +{NARROW} 1 NARROW * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{NARROW} 0.125069 0.874931 0.706633 1807 0.304825 +{BROAD} 0.713904 0.286096 0.293367 4121 0.695175 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +BROAD 4121 0.695175 +NARROW 1807 0.304825 + +---------------------------------------------- +Rank R09 +Variable Categorical StalkColorBelowRing + +Variable stats +Group Size Value list +{WHITE} 1 WHITE +{PINK} 1 PINK +{GRAY, ORANGE, RED} 3 GRAY ORANGE RED +{BROWN} 1 BROWN +{BUFF, CINNAMON, YELLOW} 3 BUFF CINNAMON YELLOW * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{GRAY, ORANGE, RED} 1 0 0.393296 600 0.101215 +{BUFF, CINNAMON, YELLOW} 0 1 0.279903 350 0.0590418 +{PINK} 0.30564 0.69436 0.146517 1312 0.221323 +{BROWN} 0.173554 0.826446 0.105969 363 0.0612348 +{WHITE} 0.636997 0.363003 0.0743147 3303 0.557186 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +WHITE 3303 0.557186 +PINK 1312 0.221323 +GRAY 394 0.0664642 +BROWN 363 0.0612348 +BUFF 301 0.050776 +ORANGE 142 0.0239541 +RED 64 0.0107962 +CINNAMON 33 0.0055668 +YELLOW 16 0.00269906 + +---------------------------------------------- +Rank R10 +Variable Categorical Population + +Variable stats +Group Size Value list +{SEVERAL} 1 SEVERAL +{SOLITARY} 1 SOLITARY +{SCATTERED} 1 SCATTERED +{ABUNDANT, NUMEROUS} 2 ABUNDANT NUMEROUS +{CLUSTERED} 1 CLUSTERED * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{ABUNDANT, NUMEROUS} 1 0 0.457936 650 0.109649 +{SEVERAL} 0.29827 0.70173 0.370249 2890 0.487517 +{SCATTERED} 0.740166 0.259834 0.0972382 966 0.162955 +{CLUSTERED} 0.82377 0.17623 0.0508243 244 0.0411606 +{SOLITARY} 0.628183 0.371817 0.0237528 1178 0.198718 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +SEVERAL 2890 0.487517 +SOLITARY 1178 0.198718 +SCATTERED 966 0.162955 +ABUNDANT 366 0.0617409 +NUMEROUS 284 0.0479082 +CLUSTERED 244 0.0411606 + +---------------------------------------------- +Rank R11 +Variable Categorical Bruise + +Variable stats +Group Size Value list +{NO} 1 NO +{BRUISES} 1 BRUISES * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{BRUISES} 0.814831 0.185169 0.621883 2360 0.398111 +{NO} 0.348935 0.651065 0.378117 3568 0.601889 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +NO 3568 0.601889 +BRUISES 2360 0.398111 + +---------------------------------------------- +Rank R12 +Variable Categorical Habitat + +Variable stats +Group Size Value list +{WOODS} 1 WOODS +{GRASSES} 1 GRASSES +{LEAVES, URBAN} 2 LEAVES URBAN +{PATHS} 1 PATHS +{MEADOWS} 1 MEADOWS +{WASTE} 1 WASTE * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{PATHS} 0.108886 0.891114 0.482303 799 0.134784 +{LEAVES, URBAN} 0.301606 0.698394 0.143722 872 0.147099 +{GRASSES} 0.69715 0.30285 0.138157 1684 0.284076 +{WASTE} 1 0 0.120394 129 0.0217611 +{MEADOWS} 0.881818 0.118182 0.0916189 220 0.037112 +{WOODS} 0.593975 0.406025 0.0238039 2224 0.375169 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +WOODS 2224 0.375169 +GRASSES 1684 0.284076 +PATHS 799 0.134784 +LEAVES 621 0.104757 +URBAN 251 0.0423414 +MEADOWS 220 0.037112 +WASTE 129 0.0217611 + +---------------------------------------------- +Rank R13 +Variable Categorical StalkRoot + +Variable stats +Group Size Value list +{BULBOUS} 1 BULBOUS +{?} 1 ? +{EQUAL} 1 EQUAL +{CLUB} 1 CLUB +{ROOTED} 1 ROOTED * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{?} 0.286686 0.713314 0.359363 1765 0.29774 +{EQUAL} 0.822268 0.177732 0.290265 979 0.165148 +{CLUB} 0.906863 0.0931373 0.217754 408 0.0688259 +{ROOTED} 1 0 0.12882 127 0.0214238 +{BULBOUS} 0.513401 0.486599 0.00379824 2649 0.446862 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +BULBOUS 2649 0.446862 +? 1765 0.29774 +EQUAL 979 0.165148 +CLUB 408 0.0688259 +ROOTED 127 0.0214238 + +---------------------------------------------- +Rank R14 +Variable Categorical GillSpacing + +Variable stats +Group Size Value list +{CLOSE} 1 CLOSE +{CROWDED} 1 CROWDED * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{CROWDED} 0.931217 0.0687831 0.837822 1134 0.191296 +{CLOSE} 0.440551 0.559449 0.162178 4794 0.808704 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +CLOSE 4794 0.808704 +CROWDED 1134 0.191296 + +---------------------------------------------- +Rank R15 +Variable Categorical CapShape + +Variable stats +Group Size Value list +{CONVEX, FLAT} 2 CONVEX FLAT +{KNOBBED, CONICAL} 2 KNOBBED CONICAL * +{BELL, SUNKEN} 2 BELL SUNKEN + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{BELL, SUNKEN} 0.89881 0.10119 0.548736 336 0.0566802 +{KNOBBED, CONICAL} 0.268251 0.731749 0.448791 589 0.099359 +{CONVEX, FLAT} 0.541275 0.458725 0.0024731 5003 0.843961 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +CONVEX 2705 0.456309 +FLAT 2298 0.387652 +KNOBBED 587 0.0990216 +BELL 319 0.0538124 +SUNKEN 17 0.00286775 +CONICAL 2 0.000337382 + +---------------------------------------------- +Rank R16 +Variable Categorical CapColor + +Variable stats +Group Size Value list +{RED, YELLOW, BUFF, ...} 4 RED YELLOW BUFF PINK +{BROWN} 1 BROWN +{GRAY} 1 GRAY +{WHITE, CINNAMON} 2 WHITE CINNAMON +{PURPLE, GREEN} 2 PURPLE GREEN * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{RED, YELLOW, BUFF, ...} 0.380531 0.619469 0.520497 2034 0.343117 +{WHITE, CINNAMON} 0.706422 0.293578 0.252875 763 0.128711 +{GRAY} 0.628032 0.371968 0.1424 1484 0.250337 +{PURPLE, GREEN} 1 0 0.0773642 23 0.00387989 +{BROWN} 0.554187 0.445813 0.00686462 1624 0.273954 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +BROWN 1624 0.273954 +GRAY 1484 0.250337 +RED 1074 0.181174 +YELLOW 733 0.12365 +WHITE 731 0.123313 +BUFF 130 0.0219298 +PINK 97 0.016363 +CINNAMON 32 0.00539811 +PURPLE 13 0.00219298 +GREEN 10 0.00168691 + +---------------------------------------------- +Rank R17 +Variable Categorical RingNumber + +Variable stats +Group Size Value list +{ONE} 1 ONE +{TWO} 1 TWO +{NONE} 1 NONE * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{TWO} 0.86618 0.13382 0.772802 411 0.069332 +{NONE} 0 1 0.188642 33 0.0055668 +{ONE} 0.512764 0.487236 0.0385558 5484 0.925101 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +ONE 5484 0.925101 +TWO 411 0.069332 +NONE 33 0.0055668 + +---------------------------------------------- +Rank R18 +Variable Categorical CapSurface + +Variable stats +Group Size Value list +{SCALY, SMOOTH, GROOVES} 3 SCALY SMOOTH GROOVES * +{FIBROUS} 1 FIBROUS + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{FIBROUS} 0.6955 0.3045 0.718902 1711 0.28863 +{SCALY, SMOOTH, GROOVES} 0.469054 0.530946 0.281098 4217 0.71137 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +SCALY 2282 0.384953 +SMOOTH 1932 0.325911 +FIBROUS 1711 0.28863 +GROOVES 3 0.000506073 + +---------------------------------------------- +Rank R19 +Variable Categorical VeilColor + +Variable stats +Group Size Value list +{WHITE} 1 WHITE +{ORANGE, BROWN} 2 ORANGE BROWN +{YELLOW} 1 YELLOW * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{ORANGE, BROWN} 1 0 0.944583 142 0.0239541 +{YELLOW} 0 1 0.0405783 5 0.000843455 +{WHITE} 0.523439 0.476561 0.0148388 5781 0.975202 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +WHITE 5781 0.975202 +ORANGE 76 0.0128205 +BROWN 66 0.0111336 +YELLOW 5 0.000843455 + +---------------------------------------------- +Rank R20 +Variable Categorical GillAttachment + +Variable stats +Group Size Value list +{FREE} 1 FREE +{ATTACHED} 1 ATTACHED * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{ATTACHED} 0.904459 0.0955414 0.977475 157 0.0264845 +{FREE} 0.524346 0.475654 0.0225246 5771 0.973516 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +FREE 5771 0.973516 +ATTACHED 157 0.0264845 + +---------------------------------------------- +Rank R21 +Variable Categorical StalkShape + +Variable stats +Group Size Value list +{TAPERING} 1 TAPERING +{ENLARGING} 1 ENLARGING * + +% target values +Group EDIBLE POISONOUS Interest Frequency Coverage +{ENLARGING} 0.466991 0.533009 0.581265 2469 0.416498 +{TAPERING} 0.582538 0.417462 0.418735 3459 0.583502 +Total 0.534413 0.465587 1 5928 1 + +Values +Value Frequency Coverage +TAPERING 3459 0.583502 +ENLARGING 2469 0.416498 diff --git a/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/err.txt b/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/err.txt new file mode 100644 index 000000000..ecee5d370 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/err.txt @@ -0,0 +1,88 @@ +Train supervised model for classification of target variable Class +Database ../../../datasets/Mushroom/Mushroom.txt: Read records: 8416 Selected records: 5928 +Evaluation of variable pairs +Data preparation time: 0:00:00.38 +Write report ./results\All_AllReports.khj + +Train supervised model for classification of target variable Class +Database ../../../datasets/Mushroom/Mushroom.txt: Read records: 8416 Selected records: 5928 +Evaluation of variable pairs +Variable pairs parameters : 1 specific variable pairs involving singled-valued variables, not considered for analysis +Data preparation time: 0:00:00.13 +Write report ./results\Var0_AllReports.khj + +Train supervised model for classification of target variable Class +Database ../../../datasets/Mushroom/Mushroom.txt: Read records: 8416 Selected records: 5928 +Evaluation of variable pairs +Data preparation time: 0:00:00.28 +Write report ./results\Var1_AllReports.khj + +Train supervised model for classification of target variable Class +Database ../../../datasets/Mushroom/Mushroom.txt: Read records: 8416 Selected records: 5928 +Evaluation of variable pairs +Data preparation time: 0:00:00.40 +Write report ./results\Var1All_AllReports.khj + +Train supervised model for classification of target variable Class +Database ../../../datasets/Mushroom/Mushroom.txt: Read records: 8416 Selected records: 5928 +Evaluation of variable pairs +Data preparation time: 0:00:00.38 +Write report ./results\Var2_AllReports.khj + +Train supervised model for classification of target variable Class +Database ../../../datasets/Mushroom/Mushroom.txt: Read records: 8416 Selected records: 5928 +Evaluation of variable pairs +Data preparation time: 0:00:00.43 +Write report ./results\Var2All_AllReports.khj + +Train supervised model for classification of target variable Class +Database ../../../datasets/Mushroom/Mushroom.txt: Read records: 8416 Selected records: 5928 +Evaluation of variable pairs +Data preparation time: 0:00:00.42 +Write report ./results\Var3_AllReports.khj + +Train supervised model for classification of target variable Class +Database ../../../datasets/Mushroom/Mushroom.txt: Read records: 8416 Selected records: 5928 +Evaluation of variable pairs +Data preparation time: 0:00:00.42 +Write report ./results\Var3All_AllReports.khj + +3 variable pairs imported from file ./InputPairs.txt + +Train supervised model for classification of target variable Class +Database ../../../datasets/Mushroom/Mushroom.txt: Read records: 8416 Selected records: 5928 +Evaluation of variable pairs +Data preparation time: 0:00:00.17 +Write report ./results\Input_AllReports.khj + +Train supervised model for classification of target variable Class +Database ../../../datasets/Mushroom/Mushroom.txt: Read records: 8416 Selected records: 5928 +Evaluation of variable pairs +Data preparation time: 0:00:00.38 +Write report ./results\InputAll_AllReports.khj + +Train supervised model for classification of target variable Class +Database ../../../datasets/Mushroom/Mushroom.txt: Read records: 8416 Selected records: 5928 +Evaluation of variable pairs +Data preparation time: 0:00:00.30 +Write report ./results\InputVar1_AllReports.khj + +Train supervised model for classification of target variable Class +Database ../../../datasets/Mushroom/Mushroom.txt: Read records: 8416 Selected records: 5928 +Evaluation of variable pairs +Data preparation time: 0:00:00.42 +Write report ./results\InputVar1All_AllReports.khj + +warning : Variable pairs parameters : Max number of variable pairs (2) is less than the number of specific variable pairs (4) +Train supervised model for classification of target variable Class +Database ../../../datasets/Mushroom/Mushroom.txt: Read records: 8416 Selected records: 5928 +Evaluation of variable pairs +Data preparation time: 0:00:00.18 +Write report ./results\InputVar1AllMax2_AllReports.khj + +warning : Variable pairs parameters : Max number of variable pairs (0) is less than the number of specific variable pairs (4) +Train supervised model for classification of target variable Class +Database ../../../datasets/Mushroom/Mushroom.txt: Read records: 8416 Selected records: 5928 +Data preparation time: 0:00:00.13 +Write report ./results\InputVar1AllMax0_AllReports.khj + diff --git a/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/time.log b/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/time.log new file mode 100644 index 000000000..ecbfca214 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/results.ref/time.log @@ -0,0 +1 @@ +Overal time: 5.38558030128479 diff --git a/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/test.prm b/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/test.prm new file mode 100644 index 000000000..238876937 --- /dev/null +++ b/test/LearningTest/TestKhiops/Standard/VariablePairsUserSpecMushroom/test.prm @@ -0,0 +1,201 @@ +// 2021-04-21 16:56:46 +// khiops +// Output command file +// +//This file contains recorded commands, that can be replayed. +//Commands are based on user interactions: +// field update +// list item selection +// menu action +//Every command can be commented, using //. +//For example, commenting the last Exit command will allow other +//user interactions, after the commands have been replayed. +// +// + +// -> Data preparation and scoring +ClassManagement.OpenFile // Open... + +// -> Open +ClassFileName ../../../datasets/Mushroom/Mushroom.kdic // Dictionary file +OK // Open +// <- Open + +ClassManagement.ClassName Mushroom // Dictionary + +TrainDatabase.DatabaseFiles.List.Key Mushroom // List item selection +TrainDatabase.DatabaseFiles.DataTableName ../../../datasets/Mushroom/Mushroom.txt // Database file +TrainDatabase.SampleNumberPercentage 70 // Sample percentage + +AnalysisSpec.TargetAttributeName Class // Target variable + +AnalysisSpec.PredictorsSpec.SelectiveNaiveBayesPredictor false // Selective Naive Bayes predictor + +AnalysisSpec.PredictorsSpec.ConstructionSpec.MaxTreeNumber 0 // Max Tree number +AnalysisSpec.PredictorsSpec.ConstructionSpec.MaxConstructedAttributeNumber 0 // Max number of constructed variables + +AnalysisResults.ResultFilesDirectory ./results // Result files directory + +AnalysisSpec.PredictorsSpec.AdvancedSpec.InspectAttributePairsParameters // Variable pairs parameters +// -> Variable pairs parameters +MaxAttributePairNumber 50 // Max number of variable pairs +AllAttributePairs true // All pairs +Exit // Close +// <- Variable pairs parameters + +AnalysisResults.ResultFilesPrefix All_ // Result files prefix +ComputeStats // Analyse database + + +AnalysisSpec.PredictorsSpec.AdvancedSpec.InspectAttributePairsParameters // Variable pairs parameters +// -> Variable pairs parameters +AllAttributePairs false // All pairs +SpecificAttributePairs.InsertItemAfter // Insert pair +SpecificAttributePairs.FirstName VeilType // First name +Exit // Close +// <- Variable pairs parameters + +AnalysisResults.ResultFilesPrefix Var0_ // Result files prefix +ComputeStats // Analyse database + + +AnalysisSpec.PredictorsSpec.AdvancedSpec.InspectAttributePairsParameters // Variable pairs parameters +// -> Variable pairs parameters +SpecificAttributePairs.RemoveAllPairs // Clear pair list +AllAttributePairs false // All pairs +SpecificAttributePairs.InsertItemAfter // Insert pair +SpecificAttributePairs.FirstName GillColor // First name +Exit // Close +// <- Variable pairs parameters + +AnalysisResults.ResultFilesPrefix Var1_ // Result files prefix +ComputeStats // Analyse database + + +AnalysisSpec.PredictorsSpec.AdvancedSpec.InspectAttributePairsParameters // Variable pairs parameters +// -> Variable pairs parameters +AllAttributePairs true // All pairs +Exit // Close +// <- Variable pairs parameters + +AnalysisResults.ResultFilesPrefix Var1All_ // Result files prefix +ComputeStats // Analyse database + + +AnalysisSpec.PredictorsSpec.AdvancedSpec.InspectAttributePairsParameters // Variable pairs parameters +// -> Variable pairs parameters +AllAttributePairs false // All pairs +SpecificAttributePairs.InsertItemAfter // Insert pair +SpecificAttributePairs.FirstName CapColor // First name +Exit // Close +// <- Variable pairs parameters + +AnalysisResults.ResultFilesPrefix Var2_ // Result files prefix +ComputeStats // Analyse database + + +AnalysisSpec.PredictorsSpec.AdvancedSpec.InspectAttributePairsParameters // Variable pairs parameters +// -> Variable pairs parameters +AllAttributePairs true // All pairs +Exit // Close +// <- Variable pairs parameters + +AnalysisResults.ResultFilesPrefix Var2All_ // Result files prefix +ComputeStats // Analyse database + + +AnalysisSpec.PredictorsSpec.AdvancedSpec.InspectAttributePairsParameters // Variable pairs parameters +// -> Variable pairs parameters +AllAttributePairs false // All pairs +SpecificAttributePairs.InsertItemAfter // Insert pair +SpecificAttributePairs.FirstName VeilColor // First name +Exit // Close +// <- Variable pairs parameters + +AnalysisResults.ResultFilesPrefix Var3_ // Result files prefix +ComputeStats // Analyse database + + +AnalysisSpec.PredictorsSpec.AdvancedSpec.InspectAttributePairsParameters // Variable pairs parameters +// -> Variable pairs parameters +AllAttributePairs true // All pairs +Exit // Close +// <- Variable pairs parameters + +AnalysisResults.ResultFilesPrefix Var3All_ // Result files prefix +ComputeStats // Analyse database + + +AnalysisSpec.PredictorsSpec.AdvancedSpec.InspectAttributePairsParameters // Variable pairs parameters +// -> Variable pairs parameters +SpecificAttributePairs.RemoveAllPairs // Clear pair list +AllAttributePairs false // All pairs +File.ImportPairs // Import pairs... +// -> Import variable pairs +ImportFileName ./InputPairs.txt // Import file +OK // Import +// <- Import variable pairs +Exit // Close +// <- Variable pairs parameters + +AnalysisResults.ResultFilesPrefix Input_ // Result files prefix +ComputeStats // Analyse database + + +AnalysisSpec.PredictorsSpec.AdvancedSpec.InspectAttributePairsParameters // Variable pairs parameters +// -> Variable pairs parameters +AllAttributePairs true // All pairs +Exit // Close +// <- Variable pairs parameters + +AnalysisResults.ResultFilesPrefix InputAll_ // Result files prefix +ComputeStats // Analyse database + + +AnalysisSpec.PredictorsSpec.AdvancedSpec.InspectAttributePairsParameters // Variable pairs parameters +// -> Variable pairs parameters +AllAttributePairs false // All pairs +SpecificAttributePairs.InsertItemAfter // Insert pair +SpecificAttributePairs.FirstName GillColor // First name +Exit // Close +// <- Variable pairs parameters + +AnalysisResults.ResultFilesPrefix InputVar1_ // Result files prefix +ComputeStats // Analyse database + + +AnalysisSpec.PredictorsSpec.AdvancedSpec.InspectAttributePairsParameters // Variable pairs parameters +// -> Variable pairs parameters +AllAttributePairs true // All pairs +Exit // Close +// <- Variable pairs parameters + +AnalysisResults.ResultFilesPrefix InputVar1All_ // Result files prefix +ComputeStats // Analyse database + +AnalysisSpec.PredictorsSpec.AdvancedSpec.InspectAttributePairsParameters // Variable pairs parameters +// -> Variable pairs parameters +MaxAttributePairNumber 2 // Max number of variable pairs +Exit // Close +// <- Variable pairs parameters + +AnalysisResults.ResultFilesPrefix InputVar1AllMax2_ // Result files prefix +ComputeStats // Analyse database + + +AnalysisSpec.PredictorsSpec.AdvancedSpec.InspectAttributePairsParameters // Variable pairs parameters +// -> Variable pairs parameters +MaxAttributePairNumber 0 // Max number of variable pairs +Exit // Close +// <- Variable pairs parameters + +AnalysisResults.ResultFilesPrefix InputVar1AllMax0_ // Result files prefix +ComputeStats // Analyse database +Exit // Close +// <- Khiops + + +// -> Khiops +OK // Yes +// <- Khiops +