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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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Publicat a:Bioinformatics
Autors principals: Bertrand, Frédéric, Aouadi, Ismaïl, Jung, Nicolas, Carapito, Raphael, Vallat, Laurent, Bahram, Seiamak, Maumy-Bertrand, Myriam
Format: Artigo
Idioma:Inglês
Publicat: Oxford University Press 2020
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Accés en línia: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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