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selectBoost: a general algorithm to enhance the performance of variable selection methods

MOTIVATION: With the growth of big data, variable selection has become one of the critical challenges in statistics. Although many methods have been proposed in the literature, their performance in terms of recall (sensitivity) and precision (predictive positive value) is limited in a context where...

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Detalhes bibliográficos
Publicado no:Bioinformatics
Main Authors: Bertrand, Frédéric, Aouadi, Ismaïl, Jung, Nicolas, Carapito, Raphael, Vallat, Laurent, Bahram, Seiamak, Maumy-Bertrand, Myriam
Formato: Artigo
Idioma:Inglês
Publicado em: Oxford University Press 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8097688/
https://ncbi.nlm.nih.gov/pubmed/33016991
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bioinformatics/btaa855
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