Assorted changes.
Merge branch 'master' of github.com:betatim/glowing-wookie
Now training a large number of BDTs to try and find the best settings to use.

Not 100% sure that we can optimise things like this in the end, maybe one
needs to do resampling/bootstrap. On the other hand we use only the training
set to optimise the performance