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Structure Extension of Tree-Augmented Naive Bayes

Due to the simplicity and competitive classification performance of the naive Bayes (NB), researchers have proposed many approaches to improve NB by weakening its attribute independence assumption. Through the theoretical analysis of Kullback–Leibler divergence, the difference between NB and its var...

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Detalles Bibliográficos
Autores principales: Long, Yuguang, Wang, Limin, Sun, Minghui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7515236/
https://www.ncbi.nlm.nih.gov/pubmed/33267435
http://dx.doi.org/10.3390/e21080721

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