Structure extended multinomial naive Bayes.

Liangxiao Jiang,Shasha Wang,Chaoqun Li,Lungan Zhang

Information Sciences（2016）

引用 90|浏览21

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摘要

•Multinomial naive Bayes (MNB) is widely used for text classification.•We summarize all categories of the existing improved approaches to MNB.•We propose structure extended multinomial naive Bayes (SEMNB).•SEMNB averages all of the weighted one-dependence multinomial estimators.•The experimental results validate its effectiveness.

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关键词

Text classification,Multinomial naive Bayes,Structure extension

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