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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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Detalles Bibliográficos
Autores principales: Blagus, Rok, Lusa, Lara
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2010
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3098087/
https://www.ncbi.nlm.nih.gov/pubmed/20961420
http://dx.doi.org/10.1186/1471-2105-11-523