Cargando…
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...
| Autores principales: | , , , |
|---|---|
| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
BioMed Central
2011
|
| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3113938/ https://www.ncbi.nlm.nih.gov/pubmed/21554689 http://dx.doi.org/10.1186/1471-2105-12-138 |