Online Help:

Usage: /vol/vssp/local/trees/amma-4/linux/bin/doNetSelect [options] 
   -optload () [] Load options from a file.  
   -optsave () [] Save options to a file.  
   -train () [] training vl dataset (split into train and verify set)
   -test () [] test vl dataset
   -o () [] append results into this file
   -select (bpm-offline) [bpm-offline] network selection algorithm
   -method (bpm-offline) [bpm-offline] network training algorithm
   -seed (0) [0] Set a new random seed 
   -cyc (50) [50] Number of cycles of training algorithm 
   -hu (0) [0] Number of hidden units 
   -n (500) [500] Extract datapoints per label 
   -lr (0.5) [0.5] Learning rate 
   -mom (0.9) [0.9] Momentum (only used if right alg specified 
   -p (FALSE) [FALSE] Use penalty term
   -v (FALSE) [FALSE] Print out training information to screen
   -help (TRUE) [FALSE] Print usage information. 

Dependancies:
   -train is compulsory.