createcvrealdata.m

基于核分析的多类分类器

clear all
close all
clc

nbitermax=100;
ratio=0.1;  %need to add a 

classcode=[1 -1];


datafile={'yeast-cyt' 'ionosphere' 'credit' 'pima' 'spectf' 'liver'  'optdigits'  ...
        'pageblocks' 'balance-scale' 'spamdata'};
%datafile={'wpbc' 'sonar'};
for i=1:length(datafile);
    data=datafile{i};
    
    
    file=['../data/' data '/' data '.mat'];
    load(file);
    nbtrain = round (size(x,1)*ratio); 
    
    
    for iter=1:nbitermax
        [xapp,yapp,xtest,ytest,indice(iter)]=CreateDataAppTest(x,y,nbtrain, classcode);
    end;
    
    filesave=['CV-' data '-ratio-' int2str(ratio*100) '.mat'];
    save(filesave, 'indice')
end;