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A comparative study on heuristic algorithms for generating fuzzy decision trees

✍ Scribed by Wang, X.-Z.; Yeung, D.S.; Tsang, E.C.C.

Book ID
117874662
Publisher
IEEE
Year
2001
Tongue
English
Weight
242 KB
Volume
31
Category
Article
ISSN
1083-4419

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In this paper, fuzziness existing in the process of generating decision trees by discretizing continuous-valued attributes is considered. In a sense a better way to express this fuzziness via fuzzy numbers is presented using possibility theory. The fact that selection of membership functions in a cl