On Trustworthy Rule-Based Models and Explanations

Mohamed Siala, Jordi Planes, Joao Marques-Silva

A task of interest in machine learning (ML) is that of ascribing explanations to the predictions made by ML models. Furthermore, in domains deemed high risk, the rigor of explanati…