A Bayesian framework for learning rule sets for interpretable classification
WangTong, RudinCynthia, Doshi-VelezFinale, LiuYimin, KlampflErica, MacNeillePerry · Journal of Machine Learning Research · 2017
We present a machine learning algorithm for building classifiers that are comprised of a small number of short rules. These are restricted disjunctive normal form models. An example of a classifier...