Immune Centroids Oversampling Method for Binary Classification

To improve the classification performance of imbalanced learning, a novel oversampling method, immune centroids oversampling technique (ICOTE) based on an immune network, is proposed. ICOTE generates a set of immune centroids to broaden the decision regions of the minority class space. The represent...

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Detalles Bibliográficos
Autores principales: Ai, Xusheng, Wu, Jian, Sheng, Victor S., Zhao, Pengpeng, Cui, Zhiming
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2015
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4365371/
https://www.ncbi.nlm.nih.gov/pubmed/25834570
http://dx.doi.org/10.1155/2015/109806

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4365371/
https://www.ncbi.nlm.nih.gov/pubmed/25834570
http://dx.doi.org/10.1155/2015/109806

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