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Elastic SCAD as a novel penalization method for SVM classification tasks in high-dimensional data
BACKGROUND: Classification and variable selection play an important role in knowledge discovery in high-dimensional data. Although Support Vector Machine (SVM) algorithms are among the most powerful classification and prediction methods with a wide range of scientific applications, the SVM does not...
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| Main Authors: | , , , |
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| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
BioMed Central
2011
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC3113938/ https://ncbi.nlm.nih.gov/pubmed/21554689 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1471-2105-12-138 |
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