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Class prediction for high-dimensional class-imbalanced data

BACKGROUND: The goal of class prediction studies is to develop rules to accurately predict the class membership of new samples. The rules are derived using the values of the variables available for each subject: the main characteristic of high-dimensional data is that the number of variables greatly...

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Detalhes bibliográficos
Main Authors: Blagus, Rok, Lusa, Lara
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2010
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3098087/
https://ncbi.nlm.nih.gov/pubmed/20961420
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1471-2105-11-523
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