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Constructing Better Classifier Ensemble Based on Weighted Accuracy and Diversity Measure

A weighted accuracy and diversity (WAD) method is presented, a novel measure used to evaluate the quality of the classifier ensemble, assisting in the ensemble selection task. The proposed measure is motivated by a commonly accepted hypothesis; that is, a robust classifier ensemble should not only b...

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Detalles Bibliográficos
Autores principales: Zeng, Xiaodong, Wong, Derek F., Chao, Lidia S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3925515/
https://www.ncbi.nlm.nih.gov/pubmed/24672402
http://dx.doi.org/10.1155/2014/961747