Local descent used in S4VM
localDescent(instance, label, labelNum, unlabelNum, gamma, C, beta, alpha)
Design matrix
label vector
Number of labeled objects
Number of unlabeled objects
Parameter for RBF kernel
cost parameter for SVM
Controls fraction of objects assigned to positive class
Controls fraction of objects assigned to positive class
list(predictLabel=predictLabel,acc=acc,values=values,model=model)