Pedagogical Rule Extraction to Learn Interpretable Models - an Empirical Study

Vadim Arzamasov, Benjamin Jochum, Klemens Böhm

Machine-learning models are ubiquitous. In some domains, for instance, in medicine, the models' predictions must be interpretable. Decision trees, classification rules, and subgrou…