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RDE: A novel approach to improve the classification performance and expressivity of KDB

Bayesian network classifiers (BNCs) have demonstrated competitive classification performance in a variety of real-world applications. A highly scalable BNC with high expressivity is extremely desirable. This paper proposes Redundant Dependence Elimination (RDE) for improving the classification perfo...

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Detalles Bibliográficos
Autores principales:	Lou, Hua, Wang, LiMin, Duan, DingBo, Yang, Cheng, Mammadov, Musa
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Public Library of Science 2018
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6056076/ https://www.ncbi.nlm.nih.gov/pubmed/30036402 http://dx.doi.org/10.1371/journal.pone.0199822

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