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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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Detaylı Bibliyografya
Yayımlandı:BioData Min
Asıl Yazarlar: Neumann, Ursula, Genze, Nikita, Heider, Dominik
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: BioMed Central 2017
Konular:
Online Erişim: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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