Pedagogical Rule Extraction to Learn Interpretable Models - an Empirical Study

no code implementations • 25 Dec 2021 • Vadim Arzamasov, Benjamin Jochum, Klemens Böhm

Decision trees, classification rules, and subgroup discovery are three broad categories of supervised machine-learning models presenting knowledge in the form of interpretable rules.

BIG-bench Machine Learning Subgroup Discovery