Function File: [ trainVectors,validationVectors,testVectors,indexOfTrain,indexOfValidation,indexOfTest] = dividerand (allCases,trainRatio,valRatio,testRatio)
Divide the vectors in training, validation and test group according to the informed ratios
[trainVectors,validationVectors,testVectors,indexOfTrain,indexOfValidatio n,indexOfTest] = dividerand(allCases,trainRatio,valRatio,testRatio) The ratios are normalized. This way: dividerand(xx,1,2,3) == dividerand(xx,10,20,30)