Rule quality measures in creation and reduction of data rule models

  • Authors:
  • Marek Sikora

  • Affiliations:
  • Institute of Computer Sciences, Silesian University of Technology, Gliwice, Poland

  • Venue:
  • RSCTC'06 Proceedings of the 5th international conference on Rough Sets and Current Trends in Computing
  • Year:
  • 2006

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Abstract

Properties of several rule quality measures are characterized in the paper. Possibilities of their application in algorithms of rules induction and reduction are presented. Influence of replacing rules accuracy with the Bayesian confirmation measure has been tested.