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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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Bibliografski detalji
Izdano u:Intern J Pattern Recognit Artif Intell
Glavni autori: Asafu-Adjei, Josephine K., Betensky, Rebecca A.
Format: Artigo
Jezik:Inglês
Izdano: 2015
Teme:
Online pristup: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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