BELLATREX: Building Explanations through a LocaLly AccuraTe Rule EXtractor

no code implementations • 29 Mar 2022 • Klest Dedja, Felipe Kenji Nakano, Konstantinos Pliakos, Celine Vens

In this work we propose a novel method that is Building Explanations through a LocalLy AccuraTe Rule EXtractor (Bellatrex), and is able to explain the forest prediction for a given test instance with only a few diverse rules.

Binary Classification Multi-Label Classification