Beyond Accuracy: Measuring Logical Compliance of Predictive Models

Guillaume Olivier Delplanque, Pierre Genevès, Nabil Layaïda +1

Machine learning models are predominantly evaluated through predictive performance metrics such as ranking quality, prediction error, or classification accuracy. While these metric…