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';