Performance of variable selection methods using stability-based selection

BACKGROUND: Variable selection is frequently carried out during the analysis of many types of high-dimensional data, including those in metabolomics. This study compared the predictive performance of four variable selection methods using stability-based selection, a new secondary selection method th...

Descripción completa

Detalles Bibliográficos
Autores principales: Lu, Danny, Weljie, Aalim, de Leon, Alexander R., McConnell, Yarrow, Bathe, Oliver F., Kopciuk, Karen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2017
Materias:
Short Report
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5379604/
https://www.ncbi.nlm.nih.gov/pubmed/28376847
http://dx.doi.org/10.1186/s13104-017-2461-8

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5379604/
https://www.ncbi.nlm.nih.gov/pubmed/28376847
http://dx.doi.org/10.1186/s13104-017-2461-8

Ejemplares similares