Hollow-tree Super: a directional and scalable approach for feature importance in boosted tree models

Stephane Doyen, Hugh Taylor, Peter Nicholas +3

Current limitations in boosted tree modelling prevent the effective scaling to datasets with a large feature number, particularly when investigating the magnitude and directionalit…