Generalised Boosted Forests

Indrayudh Ghosal, Giles Hooker

This paper extends recent work on boosting random forests to model non-Gaussian responses. Given an exponential family $\mathbb{E}[Y|X]=g^{-1}(f(X))$ our goal is to obtain an est…