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

Afek Ilay Adler, Amichai Painsky

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 fr…