Bayesian and empirical Bayesian forests

Matt Taddy, Chun-Sheng Chen, Jun Yu +1

We derive ensembles of decision trees through a nonparametric Bayesian model, allowing us to view random forests as samples from a posterior distribution. This insight provides lar…