ToPs: Ensemble Learning with Trees of Predictors

Jinsung Yoon, William R. Zame, Mihaela van der Schaar

We present a new approach to ensemble learning. Our approach constructs a tree of subsets of the feature space and associates a predictor (predictive model) - determined by trainin…