Interpretable Random Forests via Rule Extraction

Clément Bénard, Gérard Biau, Sébastien da Veiga +1

We introduce SIRUS (Stable and Interpretable RUle Set) for regression, a stable rule learning algorithm which takes the form of a short and simple list of rules. State-of-the-art l…