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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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Bibliografische gegevens
Gepubliceerd in:BioData Min
Hoofdauteurs: Neumann, Ursula, Genze, Nikita, Heider, Dominik
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: BioMed Central 2017
Onderwerpen:
Online toegang: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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