Using Concept Taxonomies for effective tree induction

Yi, Hong Yan, de la Iglesia, B. ORCID: and Rayward-Smith, V. J. (2005) Using Concept Taxonomies for effective tree induction. In: Computational Intelligence and Security. Lecture Notes in Computer Science, 3802 . Springer Berlin / Heidelberg, pp. 1011-1016. ISBN 978-3-540-30819-5

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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.

Item Type: Book Section
Additional Information: International Conference, CIS 2005, Xi’an, China, December 15-19, 2005, Proceedings, Part II
Faculty \ School: Faculty of Science > School of Computing Sciences
Depositing User: Vishal Gautam
Date Deposited: 14 Jun 2011 15:24
Last Modified: 18 Apr 2023 01:01
DOI: 10.1007/11596981_150

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