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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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Autors principals: Blagus, Rok, Lusa, Lara
Format: Artigo
Idioma:Inglês
Publicat: BioMed Central 2010
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Accés en línia: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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