NPoss - Naive Possibilistic Classifier Induction

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Attention: In order to compile these programs, the table package must also be retrieved. The table package also contains some auxiliary programs for preprocessing the data files.

Description

Programs to induce a naive possibilistic classifier (a possibilistic analog of the naive Bayes classifier) and to classify new data with an induced naive possibilistic classifier.

A description of the idea underlying this classifier can be found in:

• Graphical Models - Methods for Data Analysis and Mining
  Christian Borgelt and Rudolf Kruse.
  J. Wiley and Sons, Chichester, United Kingdom 2002, ISBN 0-470-84337-3
• A Naive Bayes Style Possibilistic Classifier.
  Christian Borgelt and Jörg Gebhardt.
  Proc. 7th European Congress on Intelligent Techniques and Soft Computing
  (EUFIT'99, Aachen, Germany), on CDROM.
  Verlag Mainz, Aachen, Germany 1999
  eufit_99.pdf (146 kb) eufit_99.ps.gz (118 kb) (6 pages)