inputFormat ( matrix are tab seperated , last column indicates the label, This is for two class problem,
for multiclass need to change the code in few lines)
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5.0 6.5 7.9 +1
6.6 8.9 6.1 -1
code
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function matlabToarff
% convert matrix int arff(Attribute relation file format )format
clc;
fNameData = 'seqLabel';
fNameARFF = 'seqLabel.arff';
fidARFF = fopen( fNameARFF ,'w');
matrix = load(fNameData);
feature = matrix ( : , 1:end-1);
label = matrix (: , end) ;
noFeature = size(feature,2);
noSample = size(feature,1);
%%%%%%%%%% header
fprintf(fidARFF,'%s\n\n','@RELATION LNCRNAsequence');
for i=1:noFeature % noFeature
fprintf(fidARFF,'%s\t%d\t%s\n' ,'@ATTRIBUTE' , i, 'NUMERIC' );
end
fprintf(fidARFF,'%s\n\n','@ATTRIBUTE class {+1,-1 }');
%%%%%%%%%% data
fprintf(fidARFF,'%s\n','@DATA');
for r=1:noSample
for c=1:noFeature
fprintf(fidARFF,'%f,',matrix(r,c) );
end
if label(r)==1
fprintf(fidARFF,'%s\n', '+1');
else
fprintf(fidARFF,'%s\n', '-1');
end
end
fclose(fidARFF);
end
if it possible to convert weka arff format to matrix in matlab
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