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Rule quality measures in creation and reduction of data rule models. (English) Zbl 1162.68572

Greco, Salvatore (ed.) et al., Rough sets and current trends in computing. 5th international conference, RSCTC 2006, Kobe, Japan, November 6–8, 2006. Proceedings. Berlin: Springer (ISBN 978-3-540-47693-1/pbk). Lecture Notes in Computer Science 4259. Lecture Notes in Artificial Intelligence, 716-725 (2006).
Summary: Properties of several rule quality measures are characterized in the paper. Possibilities of their application in algorithms of rules induction and reduction are presented. Influence of replacing rules accuracy with the Bayesian confirmation measure has been tested.
For the entire collection see [Zbl 1147.68006].

MSC:

68T05 Learning and adaptive systems in artificial intelligence

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