Masayuki Otani

Formally Explaining Decision Tree Models with Answer Set Programming

2026 · Electronic Proceedings in Theoretical Computer Science

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 complex structures often make them difficult to interpret, especially in safety-critical …