Scalable Rule-Based Representation Learning for Interpretable Classification

Zhuo Wang, Wei Zhang, Ning Liu +1

Rule-based models, e.g., decision trees, are widely used in scenarios demanding high model interpretability for their transparent inner structures and good model expressivity. Howe…