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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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Détails bibliographiques
Publié dans:Genomics Proteomics Bioinformatics
Auteurs principaux: Mao, Yong, Zhou, Xiao-Bo, Pi, Dao-Ying, Sun, You-Xian
Format: Artigo
Langue:Inglês
Publié: Elsevier 2005
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Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC5173238/
https://ncbi.nlm.nih.gov/pubmed/16689692
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/S1672-0229(05)03033-0
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