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...

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Autores principales: Anne-Claire Haury, Pierre Gestraud, Jean-Philippe Vert
Formato: article
Lenguaje:EN
Publicado: Public Library of Science (PLoS) 2011
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Acceso en línea:https://doaj.org/article/b802b59e59bc483890bc7f6f5136830f
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