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The Influence of Feature Selection Methods on Accuracy, Stability and Interpretability of Molecular Signatures
Biomarker discovery from high-dimensional data is a crucial problem with enormous applications in biology and medicine. It is also extremely challenging from a statistical viewpoint, but surprisingly few studies have investigated the relative strengths and weaknesses of the plethora of existing feat...
| Autores principales: | , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
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Public Library of Science
2011
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3244389/ https://www.ncbi.nlm.nih.gov/pubmed/22205940 http://dx.doi.org/10.1371/journal.pone.0028210 |