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...

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Detalles Bibliográficos
Publicado en:BMC Res Notes
Main Authors: Lu, Danny, Weljie, Aalim, de Leon, Alexander R., McConnell, Yarrow, Bathe, Oliver F., Kopciuk, Karen
Formato: Artigo
Idioma:Inglês
Publicado: BioMed Central 2017
Assuntos:
Short Report
Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC5379604/
https://ncbi.nlm.nih.gov/pubmed/28376847
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s13104-017-2461-8
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