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Attribute Importance .json
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Attribute Importance .json
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{"paragraphs":[{"text":"%md\n## We use the Attribute Importance algorithm to find the key factors or variables for a specific business problem. ","user":"CHBERGER","dateUpdated":"2017-09-05T21:26:24+0000","config":{"tableHide":false,"colWidth":9,"editorMode":"ace/mode/markdown","editorHide":false,"graph":{"mode":"table","optionOpen":false,"keys":[],"values":[],"scatter":{},"groups":[],"height":300},"enabled":true},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1464792666489_-1927519105","id":"20160601-105106_98198174","result":{"msg":"<h2>We use the Attribute Importance algorithm to find the key factors or variables for a specific business problem.</h2>\n","code":"SUCCESS","type":"HTML"},"dateCreated":"2017-09-05T21:15:54+0000","dateStarted":"2017-09-05T21:26:24+0000","dateFinished":"2017-09-05T21:26:24+0000","status":"FINISHED","progressUpdateIntervalMs":500,"commited":true,"$$hashKey":"object:107"},{"text":"%md\n![tiny arrow](http://www.oracle.com/technetwork/database/options/advanced-analytics/attributeimportance-3875167.jpg \"tiny arrow\")\n","user":"CHBERGER","dateUpdated":"2017-09-05T21:24:39+0000","config":{"colWidth":3,"editorMode":"ace/mode/markdown","editorHide":true,"graph":{"mode":"table","optionOpen":false,"keys":[],"values":[],"scatter":{},"groups":[],"height":154.867},"enabled":true},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1504646544869_-646176775","id":"20170905-212224_2095253648","result":{"msg":"<p><img src=\"http://www.oracle.com/technetwork/database/options/advanced-analytics/attributeimportance-3875167.jpg\" alt=\"tiny arrow\" title=\"tiny arrow\" /></p>\n","code":"SUCCESS","type":"HTML"},"dateCreated":"2017-09-05T21:22:24+0000","dateStarted":"2017-09-05T21:24:02+0000","dateFinished":"2017-09-05T21:24:02+0000","status":"FINISHED","progressUpdateIntervalMs":500,"commited":true,"$$hashKey":"object:108"},{"title":"Find the Importance of Attributes that Independently Impact the Target Attribute: Affinity_Card (high responders)","text":"%plsql\n\nDECLARE\nv_sql varchar2(100);\n\nBEGIN\n\nBEGIN EXECUTE IMMEDIATE 'DROP TABLE ai_explain_output';\nEXCEPTION WHEN OTHERS THEN NULL; \nEND;\n\nBEGIN\n DBMS_PREDICTIVE_ANALYTICS.EXPLAIN(\n data_table_name => 'mining_data_build_v',\n explain_column_name => 'affinity_card',\n result_table_name => 'ai_explain_output');\nEND;\n\nEnd;","user":"CHBERGER","dateUpdated":"2017-09-05T21:31:09+0000","config":{"colWidth":12,"editorMode":"ace/mode/plsql","title":true,"graph":{"mode":"table","optionOpen":false,"keys":[],"values":[],"scatter":{},"groups":[],"height":300},"enabled":true},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1504646642523_-758184677","id":"20170905-212402_401418635","result":{"msg":"<br /><strong><small>PL/SQL procedure successfully completed.</small></strong>","code":"SUCCESS","type":"HTML"},"dateCreated":"2017-09-05T21:24:02+0000","dateStarted":"2017-09-05T21:29:36+0000","dateFinished":"2017-09-05T21:29:44+0000","status":"FINISHED","progressUpdateIntervalMs":500,"commited":true,"$$hashKey":"object:109"},{"title":"Display the Most Influential Attributes on Affinity_Card (high responders)","text":"%sql\nSELECT attribute_name, explanatory_value, rank\nFROM ai_explain_output\nORDER BY rank, attribute_name;","user":"CHBERGER","dateUpdated":"2017-09-05T21:31:34+0000","config":{"colWidth":12,"editorMode":"ace/mode/osql","title":true,"graph":{"mode":"table","optionOpen":false,"keys":[],"values":[],"scatter":{},"groups":[],"height":300},"enabled":true},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1504646976084_587385683","id":"20170905-212936_1677718603","result":{"msg":"ATTRIBUTE_NAME\tEXPLANATORY_VALUE\tRANK\nHOUSEHOLD_SIZE\t1.94540348609090845460397245953888069403E-01\t1\nCUST_MARITAL_STATUS\t1.93586215628217254787810440024827075704E-01\t2\nYRS_RESIDENCE\t1.15114555100227157684243955322282705855E-01\t3\nEDUCATION\t1.05578426591968329969900468594370188404E-01\t4\nAGE\t1.03917188776062772547020506677138968821E-01\t5\nOCCUPATION\t9.20520586457750424184719475395900062306E-02\t6\nY_BOX_GAMES\t7.71574042788142071514529579784204434832E-02\t7\nHOME_THEATER_PACKAGE\t6.91023443329800524877492342950337672204E-02\t8\nCUST_GENDER\t4.31620873482408947661842485811566955692E-02\t9\nBOOKKEEPING_APPLICATION\t2.35055499793825055235706078729577457147E-02\t10\nBULK_PACK_DISKETTES\t0\t11\nCOUNTRY_NAME\t0\t11\nCUST_ID\t0\t11\nCUST_INCOME_LEVEL\t0\t11\nFLAT_PANEL_MONITOR\t0\t11\nOS_DOC_SET_KANJI\t0\t11\nPRINTER_SUPPLIES\t0\t11\n","code":"SUCCESS","type":"TABLE","comment":""},"dateCreated":"2017-09-05T21:29:36+0000","dateStarted":"2017-09-05T21:31:34+0000","dateFinished":"2017-09-05T21:31:34+0000","status":"FINISHED","progressUpdateIntervalMs":500,"commited":true,"$$hashKey":"object:110"},{"text":"%sql\nSELECT attribute_name, explanatory_value, rank\nFROM ai_explain_output\nORDER BY rank, attribute_name;","user":"CHBERGER","dateUpdated":"2017-09-05T21:32:08+0000","config":{"colWidth":12,"editorMode":"ace/mode/osql","graph":{"mode":"multiBarChart","optionOpen":false,"keys":[{"name":"ATTRIBUTE_NAME","index":0,"aggr":"sum"}],"values":[{"name":"EXPLANATORY_VALUE","index":1,"aggr":"sum"}],"scatter":{"yAxis":{"name":"EXPLANATORY_VALUE","index":1,"aggr":"sum"},"xAxis":{"name":"ATTRIBUTE_NAME","index":0,"aggr":"sum"}},"groups":[],"height":300},"enabled":true},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1504647094788_1216216983","id":"20170905-213134_625899174","result":{"msg":"ATTRIBUTE_NAME\tEXPLANATORY_VALUE\tRANK\nHOUSEHOLD_SIZE\t1.94540348609090845460397245953888069403E-01\t1\nCUST_MARITAL_STATUS\t1.93586215628217254787810440024827075704E-01\t2\nYRS_RESIDENCE\t1.15114555100227157684243955322282705855E-01\t3\nEDUCATION\t1.05578426591968329969900468594370188404E-01\t4\nAGE\t1.03917188776062772547020506677138968821E-01\t5\nOCCUPATION\t9.20520586457750424184719475395900062306E-02\t6\nY_BOX_GAMES\t7.71574042788142071514529579784204434832E-02\t7\nHOME_THEATER_PACKAGE\t6.91023443329800524877492342950337672204E-02\t8\nCUST_GENDER\t4.31620873482408947661842485811566955692E-02\t9\nBOOKKEEPING_APPLICATION\t2.35055499793825055235706078729577457147E-02\t10\nBULK_PACK_DISKETTES\t0\t11\nCOUNTRY_NAME\t0\t11\nCUST_ID\t0\t11\nCUST_INCOME_LEVEL\t0\t11\nFLAT_PANEL_MONITOR\t0\t11\nOS_DOC_SET_KANJI\t0\t11\nPRINTER_SUPPLIES\t0\t11\n","code":"SUCCESS","type":"TABLE","comment":""},"dateCreated":"2017-09-05T21:31:34+0000","dateStarted":"2017-09-05T21:32:04+0000","dateFinished":"2017-09-05T21:32:04+0000","status":"FINISHED","progressUpdateIntervalMs":500,"commited":true,"$$hashKey":"object:111"},{"text":"","dateUpdated":"2017-09-05T21:32:14+0000","config":{"colWidth":12,"editorMode":"ace/mode/scala","graph":{"mode":"table","optionOpen":false,"keys":[],"values":[],"scatter":{},"groups":[],"height":300},"enabled":true},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1504647124348_684340761","id":"20170905-213204_999298227","dateCreated":"2017-09-05T21:32:04+0000","status":"READY","progressUpdateIntervalMs":500,"commited":false,"$$hashKey":"object:112"}],"name":"Attribute 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