Analysis of purely random forests bias

15 Jul 2014Sylvain ArlotRobin Genuer

Random forests are a very effective and commonly used statistical method, but their full theoretical analysis is still an open problem. As a first step, simplified models such as purely random forests have been introduced, in order to shed light on the good performance of random forests... (read more)

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