*/
public SVM(final int theInputCount, final SVMType svmType,
final KernelType kernelType) {
this.inputCount = theInputCount;
this.params = new svm_parameter();
switch (svmType) {
case SupportVectorClassification:
this.params.svm_type = svm_parameter.C_SVC;
break;