Title: An initial comparison of a fuzzy neural classifier and a decision tree based classifier
Authors: Martens, Jurgen ×
Wets, G
Vanthienen, Jan
Mues, Christophe #
Issue Date: 1998
Publisher: Pergamon-elsevier science ltd
Series Title: Expert systems with applications vol:15 issue:3-4 pages:375-381
Abstract: At the present time a large number of AI methods have been developed in the field of pattern classification. In this paper, we will compare the performance of a well-known algorithm in machine learning (C4.5) with a recently proposed algorithm in the fuzzy set community (NEFCLASS). We will compare the algorithms both on the accuracy attained and on the size of the induced rule base. Additionally, we will investigate how the selected algorithms perform after they have been pre-processed by discretization and feature selection. (C) 1998 Elsevier Science Ltd. All rights reserved.
ISSN: 0957-4174
Publication status: published
KU Leuven publication type: IT
Appears in Collections:Research Center for Management Informatics (LIRIS), Leuven
× corresponding author
# (joint) last author

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