Scalable Bayesian Rule Lists

Hongyu Yang, Cynthia Rudin, Margo Seltzer

Abstract: We present an algorithm for building probabilistic rule lists that is two orders of magnitude faster than previous work. Rule list algorithms are competitors for decision tree algorithms. They are ...