ExtraTrees

[ryanbressler]

Extremely randomixed trees. This may require a new feature/target interface depending on how much overlap there is in parameters with the existing splitting code. It should be easy to generate random coded splits (the categorical code does this for high cardinality features), just need to determine what parameters to expose.

http://orbi.ulg.ac.be/bitstream/2268/9357/1/geurts-mlj-advance.pdf