A New Version of the Fuzzy-ID3 Algorithm

descriptionPublicationkeyboard_double_arrow_right Part of book or chapter of book , Conference object , Article 01 Jan 2006Publisher:Springer Berlin Heidelberg

Authors: Lukasz Bartczuk; Danuta Rutkowska;

doi: 10.1007/11785231_111

A New Version of the Fuzzy-ID3 Algorithm

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Abstract

In this paper, a new version of the Fuzzy-ID3 algorithm is presented. The new algorithm allows to construct decision trees with smaller number of nodes. This is because of the modification that many different attributes and their values can be assigned to single leaves of the tree. The performance of the algorithm was checked on three typical benchmarks data available on the Internet.

Related Organizations

Częstochowa University of Technology
Poland

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