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A Bayesian Scoring Technique for Mining Predictive and Non-Spurious Rules

Rule mining is an important class of data mining methods for discovering interesting patterns in data. The success of a rule mining method heavily depends on the evaluation function that is used to assess the quality of the rules. In this work, we propose a new rule evaluation score - the Predictive...

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Vydáno v:Mach Learn Knowl Discov Databases
Hlavní autoři: Batal, Iyad, Cooper, Gregory, Hauskrecht, Milos
Médium: Artigo
Jazyk:Inglês
Vydáno: 2012
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC4416489/
https://ncbi.nlm.nih.gov/pubmed/25938136
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-642-33486-3_17
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