Learning Accurate and Interpretable Decision Rule Sets from Neural Networks

Litao Qiao, Weijia Wang, Bill Lin

This paper proposes a new paradigm for learning a set of independent logical rules in disjunctive normal form as an interpretable model for classification. We consider the problem…