Boosting Random Forests to Reduce Bias; One-Step Boosted Forest and its Variance Estimate

Indrayudh Ghosal, Giles Hooker

In this paper we propose using the principle of boosting to reduce the bias of a random forest prediction in the regression setting. From the original random forest fit we extract…