Generating classification trees for small disjuncts using incremental gas

  • Authors:

  • Magda Bahaa Eldin Fayek;Amira Samy Talaat;Nevin Mahmoud Darwish

  • Affiliations:

  • Cairo University: Faculty of Engineering, Cairo, Egypt;Academy for Scientific Research, Cairo , Egypt;Cairo University: Faculty of Engineering, Cairo, Egypt

  • Venue:
  • Proceedings of the 9th annual conference on Genetic and evolutionary computation
  • Year:
  • 2007

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Abstract

In this paper an Incremental GA techniques is proposed tosolve the problem of small disjuncts in classification trees. It is once applied on the disjuncts sorted in ascending orderand once in descending order with respect to their coverage. Both versions of the technique have been tested using benchmark datasets and the results are compared with thoseof other hybrid techniques.