Classification Trees for Imbalanced and Sparse Data: Surface-to-Volume Regularization

Yichen Zhu, Cheng Li, David B. Dunson

Classification algorithms face difficulties when one or more classes have limited training data. We are particularly interested in classification trees, due to their interpretabili…