function [trainingdataset,validationdataset,testingdataset,trainingdata,validationdata,testdata,knowledgeRuleBase] = fuzzyfication_Cross_Validation(totalmatrix,kfolds,partition_method)

CVO = cvpartition(totalmatrix(:,end-1,end);

for i = 1: CVO.NumTestSets

trIndx = CVO.training(i);

teIndx = CVO.test(i);

trainingdataset = [];

trainingdata = [];

validationdataset = [];

validationdata = [];

testingdataset = [];

testingdata = [];

for j = 1: number of variables

trainingdataset(:,:,j) = totalmatrix(trIndx,:,j);

trainingdata (:,:,j) = trainingdataset(:,1,j);

validationdataset(:,:,j) = totalmatrices(teIndx,:,j);

validationdata(:,:,j) = validationdataset(:,1,j);

end

reshape trainingdata;

reshape validationdata;

[knowledgeRuleBase] = knowledgeRB(i,trainingdata, validationdata,testingdata,numvarinputs);

end

end