Martin J. A. Schuetz

Explainable AI using expressive Boolean formulas

2023 · arXiv (Cornell University)

We propose and implement an interpretable machine learning classification model for Explainable AI (XAI) based on expressive Boolean formulas. Potential applications include credit scoring and diagnosis of medical conditions. The Boolean formula defines a rule …