@monicadragan i'm currently doing a RandomForest implementation and i'll be needing decision tree implementation for that.
There's a templated tree implementation in shogun already, see shogun/multiclass/tree/TreeMachine.h
i reckon maybe the ID3 implementation should be done based on that...
@sonney2k what do you think?