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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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Détails bibliographiques
Publié dans:BioData Min
Auteurs principaux: Neumann, Ursula, Genze, Nikita, Heider, Dominik
Format: Artigo
Langue:Inglês
Publié: BioMed Central 2017
Sujets:
Accès en ligne: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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