Induction of Decision Rules and Classification in the Valued Tolerance Approach

  • Jerzy Stefanowski
  • Alexis Tsoukiás
Conference paper
Part of the Lecture Notes in Computer Science book series (LNCS, volume 2475)


The problem of uncertain and/or incomplete information in information tables is addressed in the paper, mainly as far as the induction of classification rules is concerned. Two rule induction algorithms are introduced, discussed and tested on a number of benchmark data sets. Moreover, two different strategies for classifying objects on the basis of induced rules are introduced.


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Copyright information

© Springer-Verlag Berlin Heidelberg 2002

Authors and Affiliations

  • Jerzy Stefanowski
    • 1
  • Alexis Tsoukiás
    • 2
  1. 1.Institute of Computing SciencePoznań University of TechnologyPoznańPoland
  2. 2.LAMSADE - CNRSUniversité Paris DauphineParis Cedex 16France

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