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Learning tree augmented naive bayes for ranking

DASFAA, (2005): 688-698

Cited by: 53|Views98
WOS SCOPUS EI

Abstract

Naive Bayes has been widely used in data mining as a simple and effective classification algorithm. Since its conditional independence assumption is rarely true, numerous algorithms have been proposed to improve naive Bayes, among which tree augmented naive Bayes (TAN) [3] achieves a significant improvement in term of classification accur...More

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