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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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Detalles Bibliográficos
Publicado en:Intern J Pattern Recognit Artif Intell
Autores principales: Asafu-Adjei, Josephine K., Betensky, Rebecca A.
Formato: Artigo
Lenguaje:Inglês
Publicado: 2015
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Acceso en línea: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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