Evaluating importance of conditions in the set of discovered rules

Salvatore Greco, R. Slowinski, J. Stefanowski

Research output: Chapter in Book/Report/Conference proceedingChapter (peer-reviewed)peer-review

Abstract

We propose a new method for evaluating the contribution that elementary conditions give to a set of rules. It is based on previous results concerning importance and interaction of elementary conditions for a confidence of a single rule. The usefulness of the method is shown on two rule discovery problems.
Original languageEnglish
Title of host publicationRough sets, fuzzy sets, data mining and granular computing: proceedings of the 11th international conference
EditorsA. An, J. Stefanowski, S. Ramanna, C. Butz, W. Pedrycz, G. Wang
Place of PublicationBerlin
PublisherSpringer
Pages314-321
Number of pages8
Volume4482
Edition4482
ISBN (Print)9783540725299
DOIs
Publication statusPublished - 2007

Publication series

NameLecture notes in computer science
PublisherSpringer
Number4482
ISSN (Print)0302-9743

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