Constructing Support Vector Machine Ensembles for Cancer Classification Based on Proteomic Profiling

In this study, we present a constructive algorithm for training cooperative support vector machine ensembles (CSVMEs). CSVME combines ensemble architecture design with cooperative training for individual SVMs in ensembles. Unlike most previous studies on training ensembles, CSVME puts emphasis on bo...

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Detalles Bibliográficos
Autores principales: Mao, Yong, Zhou, Xiao-Bo, Pi, Dao-Ying, Sun, You-Xian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2005
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5173238/
https://www.ncbi.nlm.nih.gov/pubmed/16689692
http://dx.doi.org/10.1016/S1672-0229(05)03033-0

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5173238/
https://www.ncbi.nlm.nih.gov/pubmed/16689692
http://dx.doi.org/10.1016/S1672-0229(05)03033-0

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