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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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Bibliographic Details
Published in:BioData Min
Main Authors: Neumann, Ursula, Genze, Nikita, Heider, Dominik
Format: Artigo
Language:Inglês
Published: BioMed Central 2017
Subjects:
Online Access: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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