Discovering classification rules using variable-valued logic system VL

Authors:
R. S. Michalski
Affiliations:
University of Illinois, Urbana, Illinois
Venue:
IJCAI'73 Proceedings of the 3rd international joint conference on Artificial intelligence
Year:
1973

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Abstract

The paper presents a set-theoretical definition of the classification problem, and then discusses and illustrates by examples the application of the variable-valued logic system VL. to the synthesis of minimal (or simplest) classification rules under cost (or simplicity) functionals designed by a user from available criteria.