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Rough Sets and Current Trends in Computing

Volume 2475 of the series Lecture Notes in Computer Science pp 271-278

Date:

Induction of Decision Rules and Classification in the Valued Tolerance Approach

  • Jerzy StefanowskiAffiliated withInstitute of Computing Science, Poznań University of Technology
  • , Alexis TsoukiásAffiliated withLAMSADE - CNRS, Université Paris Dauphine

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Abstract

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.