Table 1. Parameters required for the modeling techniques.

Modeling technique	Parameters
NNET	size and decay
RPART	cp-value
SVM LINEAR	cost and gamma
SVM POLYNOMIAL	cost, gamma and degree
SVM RADIAL	cost and gamma