Improving the Quality of Classification Trees via Restructuring

  • Authors:

  • T. Y. Chen;P. L. Poon

  • Affiliations:

  • -;-

  • Venue:
  • APSEC '96 Proceedings of the Third Asia-Pacific Software Engineering Conference
  • Year:
  • 1996

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Abstract

The Classification-Hierarchy Table developed by Chen and Poon provides a systematic approach to construct classification trees from given sets of classifications and their associated classes. This paper enhances their study by defining a metric to measure the ``quality'' of a classification tree, and providing an algorithm to improve this quality.