Rule Generation for Classification: Scalability, Interpretability, and Fairness

Tabea E. Röber, Adia C. Lumadjeng, M. Hakan Akyüz +1

We introduce a new rule-based optimization method for classification with constraints. The proposed method leverages column generation for linear programming, and hence, is scalabl…