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A Robust and Accurate Method for Feature Selection and Prioritization from Multi-Class OMICs Data

Selecting relevant features is a common task in most OMICs data analysis, where the aim is to identify a small set of key features to be used as biomarkers. To this end, two alternative but equally valid methods are mainly available, namely the univariate (filter) or the multivariate (wrapper) appro...

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Detalhes bibliográficos
Main Authors: Fortino, Vittorio, Kinaret, Pia, Fyhrquist, Nanna, Alenius, Harri, Greco, Dario
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2014
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4172658/
https://ncbi.nlm.nih.gov/pubmed/25247789
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0107801
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