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modularity_FileCreate.m
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function modularity_FileCreate(nomeDS)
clc;
close all;
addpath('./testt/');
addpathFILE();
jsmoothstr= {'R','E','P'};
jsmooth={1,2,3,4,5,6};
longSmooth=size(jsmooth,2);
cKs=[2,1,3];%[2,1,3];
sigmabasePerc={1,5,10};%percent INTERVAL MINIMUM SIZE =3*sigmabase
longIntsize=size(sigmabasePerc,2);
Entr=[];
%lighiting 11.
% nomeDS='ECG200_TEST';
% [namematrix1,data11]=importfile1(['./data/' nomeDS '.csv']); % import matrix dataset
% DSfull=data11';
pathModularity=['data/',nomeDS,'1d/'];
% retrieve file
nomefile=['modularity_',nomeDS,'prova','_',nomeDS,'.xls'];
rangeSheet=[1,50; 51,100; 101,150];
rangeColumn=[1,3;4,6;7,9;10,12];
% for ifoglio=1:9 %numero fogli
for ifoglio=1:longIntsize
intervalPercentage=(cell2mat((sigmabasePerc(1,ifoglio))));
intervalPercentageSTRING=num2str(intervalPercentage);%(cell2mat((xlsKTM(1,jids))));
if ifoglio>1
ifgl=((ifoglio-1)*55);
else
ifgl=1;
end
for c=1:length(cKs)
cTs=cKs(c);
sheet=[ intervalPercentageSTRING 'percentage_IIS-Class','c',num2str(cTs)];
AllCriteria=xlsread(strcat(pathModularity,nomefile),sheet);
% AllCriteria=AllCriteria(isfinite(AllCriteria(:, 1)), :)
AllCriteria = AllCriteria(:,any(~isnan(AllCriteria))); % for columns
AllCriteria = AllCriteria(any(~isnan(AllCriteria),2),:); %for rows
% initialVars = who;
for icriterion=1:3
sst=num2str(cell2mat((jsmoothstr(1,icriterion))))
MTXCriterion=AllCriteria(rangeSheet(icriterion,1):rangeSheet(icriterion,2),:);
avgRow=[];
for js=1:4
MTXRow=MTXCriterion(:,rangeColumn(js,1):rangeColumn(js,2));
%
[avgRow1,iterz]= calcolaM(MTXRow);
avgRow=cat(2,avgRow,avgRow1);
end
percDiff=calcolaC(avgRow,iterz);
% ttestRow= calcolaT(MTXRow,iterz);
% if ifoglio>1
% cfog=(c);
% else
% cfog=(c-1);
% end
foglio=((c-1)*18)+ifgl
WriteAllEntropy(sst,pathModularity,nomeDS,intervalPercentage,[avgRow;percDiff], ['score'],4,foglio,iterz,cTs);
% clearvars('-except', initialVars{:});
% [rawdistances;fixdistances;smoothdistPlus;smoothdistMinus]
end
end
end
% end
function [rowMean,iterz]=calcolaM(MTXRow)
iterz=length(MTXRow(1,:));
rowMean=[];
for iclsss=1:iterz
rowMean(iclsss)=mean(MTXRow(:,iclsss));
end
function [percDiff]=calcolaC(avgRow,iterz)
baseRaw=avgRow(1:iterz);
baseRow2=[baseRaw,baseRaw,baseRaw,baseRaw];
percDiff= ((avgRow-baseRow2)./baseRow2)*-1;
for ip=2:3:length(percDiff)
percDiff(ip)=percDiff(ip)*-1;
end
%
% function [percTtest]=calcolaT(MTXRow,iterz)
%
% baseRaw=MTXRow(:,1:iterz);
%
% baseRow2=[baseRaw,baseRaw,baseRaw,baseRaw];
%
% for pr=1:3
% % percTtest1=
% ttest2(baseRaw(:,pr),MTXRow(:,pr),'Alpha',[0.05])
% nnnn
% end
% percTtest
function WriteAllEntropy(whatSmooth,path,nomeds,percentage,taball,nomesheet,numClasses,sheetsnumber,iterz,c)
n=numClasses;
jst= {'Raw','Fixed','Smooth+','Smooth-'};
switch whatSmooth
case 'R'
colum=1;
nume=1+sheetsnumber;
WSmo={'Repr'};
numero=[3, 52];
case 'E'
colum=1;
nume=(5+sheetsnumber)+2;
WSmo={'Entropy'};
numero=[59, 108];
case 'P'
colum=1;
nume=(8+sheetsnumber)+5;
WSmo={'Ppr'};
numero=[115, 164];
end
lettera=['F','G','H';'K','L','M';'P','Q','R' ];
cCc={strcat('c', num2str(c))};
sheet=[ nomesheet];%[num2str(n),'_',num2str(jsmooth),num2str(percentage) num2str(numwindowsusr)];[num2str(n),'_',num2str(jsmooth),num2str(numwindowsusr)];
nome=['modularity_',nomeds,'prova'];
% vvvvvvvvvvvvv
% xlwrite(strcat([path nome],'_',nomeds,'.xls'),[quantityClss,nums,sizeS],sheet,[nume,50]);
% xlwrite(strcat([path nome],'_',nomeds,'.xls'),measures,sheet,[nume,(colum+3)]);
xlwrite(strcat([path nome],'_',nomeds,'.xls'),WSmo,sheet,[nume,0]);
xlwrite(strcat([path nome],'_',nomeds,'.xls'),WSmo,'ttest',[nume,0]);
xlwrite(strcat([path nome],'_',nomeds,'.xls'),percentage,sheet,[nume+1,0]);
xlwrite(strcat([path nome],'_',nomeds,'.xls'),cCc,sheet,[nume+2,0]);
xlwrite(strcat([path nome],'_',nomeds,'.xls'),jst(1),sheet,[nume-1,1]);
xlwrite(strcat([path nome],'_',nomeds,'.xls'),taball(1:2,1:iterz),sheet,[nume+1,1]);
xlwrite(strcat([path nome],'_',nomeds,'.xls'),{'Intra_class','Inter_class','Sparcity'},sheet,[nume,1]);
% xlwrite(strcat([path nome],'_',nomeds,'.xls'),num2str(randomRun),sheet,[nume,0]);
uno='=TEST.T(''';
% aaa={strcat('=TEST.T(''5percentage_IIS-Classc2''!F$59:F$108,''5percentage_IIS-Classc2''!$B$59:$B$108,1,1)')};
% aaa={strcat([ uno num2str(percentage) 'percentage_IIS-Classc' num2str(c) '''!F' num2str(numero(1)) ':F' num2str(numero(2)) ',''' num2str(percentage) 'percentage_IIS-Classc' num2str(c) '''!$B$' num2str(numero(1)) ':$B$' num2str(numero(2)) ',1,1)'])};
% aa2={strcat([uno num2str(percentage) 'percentage_IIS-Classc' num2str(c) '''!G' num2str(numero(1)) ':G' num2str(numero(2)) ',''' num2str(percentage) 'percentage_IIS-Classc' num2str(c) '''!$C$' num2str(numero(1)) ':$C$' num2str(numero(2)) ',1,1)'])};
% aa3={strcat([uno num2str(percentage) 'percentage_IIS-Classc' num2str(c) '''!H' num2str(numero(1)) ':H' num2str(numero(2)) ',''' num2str(percentage) 'percentage_IIS-Classc' num2str(c) '''!$D$' num2str(numero(1)) ':$D$' num2str(numero(2)) ',1,1)'])};
% strcat([ uno num2str(percentage) 'percentage_IIS-Classc' num2str(c) '''!F$' num2str(numero(1)) ':F$' num2str(numero(2)) ',''' num2str(percentage) 'percentage_IIS-Classc' num2str(c) '''!$B$' num2str(numero(1)) ':$B$' num2str(numero(2)) ',1,1)'])
%
%
% xlwrite(strcat([path nome],'_',nomeds,'.xls'),{aaa,aa2,aa3},'ttest',[nume,1]);
for itj=1:3
columnR=((itj)*n)+((n/2)-1)*(itj);
startit=(3*itj);
xlwrite(strcat([path nome],'_',nomeds,'.xls'),jst(itj+1),sheet,[nume-1,columnR]);
xlwrite(strcat([path nome],'_',nomeds,'.xls'),jst(itj+1),'ttest3',[nume-2,columnR]);
xlwrite(strcat([path nome],'_',nomeds,'.xls'),{'Intra_class','Inter_class','Sparcity'},sheet,[nume,columnR]);
xlwrite(strcat([path nome],'_',nomeds,'.xls'),{'Intra_class','Inter_class','Sparcity'},'ttest3',[nume-1,columnR]);
xlwrite(strcat([path nome],'_',nomeds,'.xls'),taball(1:2,startit+1:(startit+iterz)),sheet,[nume+1,columnR]);
aaa={strcat([ uno num2str(percentage) 'percentage_IIS-Classc' num2str(c) '''!' lettera(itj,1) num2str(numero(1)) ':' lettera(itj,1) num2str(numero(2)) ',''' num2str(percentage) 'percentage_IIS-Classc' num2str(c) '''!$B$' num2str(numero(1)) ':$B$' num2str(numero(2)) ',1,1)'])};
aa2={strcat([uno num2str(percentage) 'percentage_IIS-Classc' num2str(c) '''!' lettera(itj,2) num2str(numero(1)) ':' lettera(itj,2) num2str(numero(2)) ',''' num2str(percentage) 'percentage_IIS-Classc' num2str(c) '''!$C$' num2str(numero(1)) ':$C$' num2str(numero(2)) ',1,1)'])};
aa3={strcat([uno num2str(percentage) 'percentage_IIS-Classc' num2str(c) '''!' lettera(itj,3) num2str(numero(1)) ':' lettera(itj,3) num2str(numero(2)) ',''' num2str(percentage) 'percentage_IIS-Classc' num2str(c) '''!$D$' num2str(numero(1)) ':$D$' num2str(numero(2)) ',1,1)'])};
xlwrite(strcat([path nome],'_',nomeds,'.xls'),{aaa,aa2,aa3},'ttest3',[nume,columnR]);
% xlwrite(strcat([path nome],'_',nomeds,'.xls'),strcat(num2str(randomRun)),sheet,[nume,0]);
end
% if strcmp(whatSmooth,'E+')==1
% taball
%
% vvv
% end