class.ind Generates Class Indicator Matrix from a Factor multinom Fit Multinomial Log-linear Models nnet Fit Neural Networks nnetHess Evaluates Hessian for a Neural Network predict.nnet Predict New Examples by a Trained Neural Net which.is.max Find Maximum Position in Vector