Improving the Predictive Performance of Bootstrap Aggregating by Dirichlet Resampling

Quoc Viet Le, Joonha Park

We revisit Breiman's observation that reducing inter-tree correlation without weakening individual trees can improve random forests. Building on this principle, we introduce two va…