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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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| Publicado no: | Genomics Proteomics Bioinformatics |
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| Main Authors: | , , , |
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
Elsevier
2005
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| Assuntos: | |
| Acesso em linha: | 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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