Formally Explaining Decision Tree Models with Answer Set Programming

Akihiro Takemura, Masayuki Otani, Katsumi Inoue

Decision tree models, including random forests and gradient-boosted decision trees, are widely used in machine learning due to their high predictive performance. However, their com…