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EFS: an ensemble feature selection tool implemented as R-package and web-application

BACKGROUND: Feature selection methods aim at identifying a subset of features that improve the prediction performance of subsequent classification models and thereby also simplify their interpretability. Preceding studies demonstrated that single feature selection methods can have specific biases, w...

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Detalles Bibliográficos
Publicado en:BioData Min
Main Authors: Neumann, Ursula, Genze, Nikita, Heider, Dominik
Formato: Artigo
Idioma:Inglês
Publicado: BioMed Central 2017
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Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC5488355/
https://ncbi.nlm.nih.gov/pubmed/28674556
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s13040-017-0142-8
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