Generating Explainable Rule Sets from Tree-Ensemble Learning Methods by Answer Set Programming

Akihiro Takemura, Katsumi Inoue

We propose a method for generating explainable rule sets from tree-ensemble learners using Answer Set Programming (ASP). To this end, we adopt a decompositional approach where the…