Rule induction for subgroup discovery with CN2-SD

Abstract

Rule learning is typically used in solving classification and prediction tasks. However, learning of classification rules can be adapted also to subgroup discovery. This paper shows how this can be achieved by modifying the CN2 rule learning algorithm. Modifications include a new covering algorithm (weighted covering algorithm), a new search heuristic… (More)

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Cite this paper

@inproceedings{Lavrac2002RuleIF, title={Rule induction for subgroup discovery with CN2-SD}, author={Nada Lavrac and Peter A. Flach and Branko Kavsek and Ljupco Todorovski}, year={2002} }