Inductive inference of VL decision rules

Authors:
J. Larson;R. S. Michalski
Affiliations:
University of Illinois, Urbana, IL;University of Illinois, Urbana, IL
Venue:
ACM SIGART Bulletin
Year:
1977

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Abstract

The problem considered is a transformation of a set of user given decision rules into a set of new rules which are more general than the original ones and more optimal with regard to a user defined criterion. The decision rules are expressed in the VL21 logic system which permits a more general rule format than typically used, and facilitates a compact and easy to understand expression of descriptions of different degrees of generality. The paper gives a brief descriFtion of methodology for rule induction and of a computer program.