SIRUS: Stable and Interpretable RUle Set for Classification

Clément Bénard, Gérard Biau, Sébastien da Veiga +1

State-of-the-art learning algorithms, such as random forests or neural networks, are often qualified as "black-boxes" because of the high number and complexity of operations involv…