Afek Ilay Adler

Feature Importance in Gradient Boosting Trees with Cross-Validation Feature Selection

2021 · arXiv (Cornell University)

Gradient Boosting Machines (GBM) are among the go-to algorithms on tabular data, which produce state of the art results in many prediction tasks. Despite its popularity, the GBM framework suffers from a fundamental flaw in …