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...

Descripción completa

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

Internet

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

Ejemplares similares