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Improved Sparse Multi-Class SVM and Its Application for Gene Selection in Cancer Classification
BACKGROUND: Microarray techniques provide promising tools for cancer diagnosis using gene expression profiles. However, molecular diagnosis based on high-throughput platforms presents great challenges due to the overwhelming number of variables versus the small sample size and the complex nature of...
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| Main Authors: | , , , |
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| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
Libertas Academica
2013
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC3740816/ https://ncbi.nlm.nih.gov/pubmed/23966761 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.4137/CIN.S10212 |
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