Using Concept Taxonomies for Effective Tree Induction

  • Hong Yan Yi
  • B. de la Iglesia
  • V. J. Rayward-Smith
Conference paper

DOI: 10.1007/11596981_150

Part of the Lecture Notes in Computer Science book series (LNCS, volume 3802)
Cite this paper as:
Yi H.Y., de la Iglesia B., Rayward-Smith V.J. (2005) Using Concept Taxonomies for Effective Tree Induction. In: Hao Y. et al. (eds) Computational Intelligence and Security. CIS 2005. Lecture Notes in Computer Science, vol 3802. Springer, Berlin, Heidelberg

Abstract

Taxonomies are exploited to generate improved decision trees. Experiments show very considerable improvements in tree simplicity can be achieved with little or no loss of accuracy.

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Copyright information

© Springer-Verlag Berlin Heidelberg 2005

Authors and Affiliations

  • Hong Yan Yi
    • 1
  • B. de la Iglesia
    • 1
  • V. J. Rayward-Smith
    • 1
  1. 1.School of Computing SciencesUniversity of East AngliaNorwichUK

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