학술논문

A New Associative Classification Method by Integrating CMAR and An Evolutionary Three-layers Structure
Document Type
Conference
Source
제어로봇시스템학회 국제학술대회 논문집. 2009-08 2009(8):2920-2925
Subject
Selected keywords relevant to the subject
Language
Korean
ISSN
2005-4750
Abstract
The association rules have been demonstrated to beuseful for classification, like CBA, CMAR. However, the rule mining procedure does not focus on classification, and most of the rues will be pruned in classification. As a result, if we could directly mine the classification as sociation rules, the time will be saved. Mean while, we could expect even better accuracy because the mining procedure it self considers the classification. In this paper, we build a novel evolution ary method, named Evo CMAR, to directly mine classification association rules.

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