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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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發表在:BMC Res Notes
Main Authors: Lu, Danny, Weljie, Aalim, de Leon, Alexander R., McConnell, Yarrow, Bathe, Oliver F., Kopciuk, Karen
格式: Artigo
語言:Inglês
出版: BioMed Central 2017
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在線閱讀: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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