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Sparse Zero-Sum Games as Stable Functional Feature Selection

In large-scale systems biology applications, features are structured in hidden functional categories whose predictive power is identical. Feature selection, therefore, can lead not only to a problem with a reduced dimensionality, but also reveal some knowledge on functional classes of variables. In...

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Detalhes bibliográficos
Publicado no:PLoS One
Main Authors: Sokolovska, Nataliya, Teytaud, Olivier, Rizkalla, Salwa, Clément, Karine, Zucker, Jean-Daniel
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2015
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4556702/
https://ncbi.nlm.nih.gov/pubmed/26325268
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0134683
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