Learning High Coverage Discriminative Parsimonious Rulesets

In three linesCDPR, two submodular maximization algorithms, generates IF-THEN rule sets for classification with guaranteed coverage, discriminativity and parsimony. 2.5× improvement in average coverage versus state-of-the-art.

Summary generated by Claude — human-verified