Interest measures for fuzzy association rules based on expectations of independence (Q1750180)
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scientific article; zbMATH DE number 6870078
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | Interest measures for fuzzy association rules based on expectations of independence |
scientific article; zbMATH DE number 6870078 |
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Interest measures for fuzzy association rules based on expectations of independence (English)
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18 May 2018
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Summary: Lift, leverage, and conviction are three of the best commonly known interest measures for crisp association rules. All of them are based on a comparison of observed support and the support that is expected if the antecedent and consequent part of the rule were stochastically independent. The aim of this paper is to provide a correct definition of lift, leverage, and conviction measures for fuzzy association rules and to study some of their interesting mathematical properties.
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