stop criterion plus tests
Merge remote-tracking branch 'luca/depth-criterion-rf' into depth_stop

Conflicts:
	vigranumpy/src/core/random_forest.cxx
Minor changes to RF depth and size stopping.
added HDF5DisableErrorOutput