ForestPrune: Compact Depth-Controlled Tree Ensembles

Brian Liu, Rahul Mazumder

Tree ensembles are powerful models that achieve excellent predictive performances, but can grow to unwieldy sizes. These ensembles are often post-processed (pruned) to reduce memor…