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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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Shranjeno v:
Bibliografske podrobnosti
izdano v:Bioinformatics
Main Authors: Bertrand, Frédéric, Aouadi, Ismaïl, Jung, Nicolas, Carapito, Raphael, Vallat, Laurent, Bahram, Seiamak, Maumy-Bertrand, Myriam
Format: Artigo
Jezik:Inglês
Izdano: Oxford University Press 2020
Teme:
Online dostop: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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