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Selective voting in convex-hull ensembles improves classification accuracy

OBJECTIVE: Classification algorithms can be used to predict risks and responses of patients based on genomic and other high-dimensional data. While there is optimism for using these algorithms to improve the treatment of diseases, they have yet to demonstrate sufficient predictive ability for routin...

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Detalhes bibliográficos
Main Authors: Kodell, Ralph L., Zhang, Chuanlei, Siegel, Eric R., Nagarajan, Radhakrishnan
Formato: Artigo
Idioma:Inglês
Publicado em: 2011
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3666100/
https://ncbi.nlm.nih.gov/pubmed/22064044
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.artmed.2011.10.003
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