Beyond Discriminant Patterns: On the Robustness of Decision Rule Ensembles

Xin Du, Subramanian Ramamoorthy, Wouter Duivesteijn +2

Local decision rules are commonly understood to be more explainable, due to the local nature of the patterns involved. With numerical optimization methods such as gradient boosting…