Heterogeneous Ensemble Combination Search Using Genetic Algorithm for Class Imbalanced Data Classification

Classification of datasets with imbalanced sample distributions has always been a challenge. In general, a popular approach for enhancing classification performance is the construction of an ensemble of classifiers. However, the performance of an ensemble is dependent on the choice of constituent ba...

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Detalles Bibliográficos
Autores principales: Haque, Mohammad Nazmul, Noman, Nasimul, Berretta, Regina, Moscato, Pablo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2016
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4713117/
https://www.ncbi.nlm.nih.gov/pubmed/26764911
http://dx.doi.org/10.1371/journal.pone.0146116

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4713117/
https://www.ncbi.nlm.nih.gov/pubmed/26764911
http://dx.doi.org/10.1371/journal.pone.0146116

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