RF without pruning by default
RF without pruning by default

Brieman: "Each tree is grown to the largest extent possible. There is no pruning."

We should probably use that as default. It yields much better performance.

More info: http://stats.stackexchange.com/questions/36298/why-is-pruning-not-needed-for-random-forest-trees
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