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A Pairwise Naïve Bayes Approach to Bayesian Classification

Despite the relatively high accuracy of the naïve Bayes (NB) classifier, there may be several instances where it is not optimal, i.e. does not have the same classification performance as the Bayes classifier utilizing the joint distribution of the examined attributes. However, the Bayes classifier c...

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書目詳細資料
發表在:Intern J Pattern Recognit Artif Intell
Main Authors: Asafu-Adjei, Josephine K., Betensky, Rebecca A.
格式: Artigo
語言:Inglês
出版: 2015
主題:
在線閱讀:https://ncbi.nlm.nih.gov/pmc/articles/PMC4832935/
https://ncbi.nlm.nih.gov/pubmed/27087730
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1142/S0218001415500238
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