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Evaluating importance of conditions in the set of discovered rules

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (2007) 4482 LNAI 314-321
DOI: 10.1007/978-3-540-72530-5_37
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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. © Springer-Verlag Berlin Heidelberg 2007.

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Greco, S., Slowiński, R., & Stefanowski, J. (2007). Evaluating importance of conditions in the set of discovered rules. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 4482 LNAI, pp. 314–321). Springer Verlag. https://doi.org/10.1007/978-3-540-72530-5_37

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