Learning Interpretable Decision Rule Sets: A Submodular Optimization Approach

Fan Yang, Kai He, Linxiao Yang +4

Rule sets are highly interpretable logical models in which the predicates for decision are expressed in disjunctive normal form (DNF, OR-of-ANDs), or, equivalently, the overall mod…