Infinite random forests for imbalanced classification tasks

Moria Mayala, Olivier Wintenberger, Charles Tillier +1

We study predictive probability inference in classification tasks using random forests under class imbalance. We focus on two simplified variants of Breiman's algorithm, namely sub…