MOSS: Multi-Objective Optimization for Stable Rule Sets

Brian Liu, Rahul Mazumder

We present MOSS, a multi-objective optimization framework for constructing stable sets of decision rules. MOSS incorporates three important criteria for interpretability: sparsity,…