DataOdinalRegression

clear
name={'SCV1V1','SVC1VA','SVR','CSSVC','SVMOP','NNOP','ELMOP','GPOR','KDLOR','POM',...
    'NNPOM', 'SVOREX','SVORIM','SVORIMLin','REDSVM','ORBALL' };

path0={'E:\datasets-orreview\DetailedResultsREVIEW\Real\csv\',...
    'E:\datasets-orreview\DetailedResultsREVIEW\Regression\csv\'};

Index{1}=[1 2 3 4 5 12 14 22 24 16 18 20 ];
Index{2}=[6 7 8 9 10 11 13  21 23 15 17 19];

j=2
MZEResult5=[];MAEResult5=[];
MZEResult10=[];MAEResult10=[];
for i=1:length(name)
        fname= strcat(path0{j}, 'Results-', name{i},'.','csv');
        D=importdata(fname,',');
        Data=D.data;
        Data5=[];Data10=[];
        for k=1:12
            Data5=[Data5 Data(:,(Index{1}(k)-1)*3+[1 2] )];
            Data10=[Data10 Data(:,(Index{2}(k)-1)*3+[1 2])];
        end
        A5=[mean(Data5,1);std(Data5,1)];
        A10=[mean(Data10,1);std(Data10,1)];
%         MZEResult5(i,:)=reshape(A5(:,1:2:end),[1,24]);
%         MZEResult10(i,:)=reshape(A10(:,1:2:end),[1,24]);
        MAEResult5(2*(i-1)+1:2*i,:)=A5(:,2:2:end);
        MAEResult10(2*(i-1)+1:2*i,:)=A10(:,2:2:end);
end
MAEResult5=MAEResult5';