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A Critical Assessment of Feature Selection Methods for Biomarker Discovery in Clinical Proteomics
In this paper, we compare the performance of six different feature selection methods for LC-MS-based proteomics and metabolomics biomarker discovery—t test, the Mann–Whitney–Wilcoxon test (mww test), nearest shrunken centroid (NSC), linear support vector machine–recursive features elimination (SVM-R...
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| Main Authors: | , , , , , , |
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| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
The American Society for Biochemistry and Molecular Biology
2013
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC3536906/ https://ncbi.nlm.nih.gov/pubmed/23115301 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1074/mcp.M112.022566 |
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