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On the handling of continuous-valued attributes in decision tree generation

โœ Scribed by Fayyad, Usama M.; Irani, Keki B.

Book ID
118772152
Publisher
Springer
Year
1992
Tongue
English
Weight
834 KB
Volume
8
Category
Article
ISSN
0885-6125

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On the handling of fuzziness for continu
On the handling of fuzziness for continuous-valued attributes in decision tree generation
โœ Wang Xizhao; Jiarong Hong ๐Ÿ“‚ Article ๐Ÿ“… 1998 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 603 KB

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