CBC: An associative classifier with a small number of rules

CBC: An associative classifier with a small number of rules

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Article ID: iaor20141911
Volume: 59
Start Page Number: 163
End Page Number: 170
Publication Date: Mar 2014
Journal: Decision Support Systems
Authors: , , ,
Keywords: computers: information
Abstract:

  • Discuss the weaknesses of decision trees and associative classifiers
  • Propose a novel rule‐based classifier with a small number of rules
  • Apply feature selection to reduce the number of rules
  • Conduct extensive experiments and analysis
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