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Application of a rough set-based inductive learning system

  • University of Regina

Research output: Contribution to journalArticlepeer-review

Abstract

We present here an application of Rough Set formalism to Machine Learning. The resulting Inductive Learning algorithm is described, and its application to a set of real data is examined. The data consists of a survey of voter preferences taken during the 1988 presidential election in the U.S.A. Results include an analysis of the predictive accuracy of the generated rules, and an analysis of the semantic content of the rules.

Original languageEnglish
Pages (from-to)209-220
Number of pages12
JournalFundamenta Informaticae
Volume18
Issue number2-4
StatePublished - Feb 1993

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