TE2Rules: Explaining Tree Ensembles using Rules

G Roshan Lal, Xiaotong Chen, Varun Mithal

Tree Ensemble (TE) models, such as Gradient Boosted Trees, often achieve optimal performance on tabular datasets, yet their lack of transparency poses challenges for comprehending…