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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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Détails bibliographiques
Auteurs principaux: Blagus, Rok, Lusa, Lara
Format: Artigo
Langue:Inglês
Publié: BioMed Central 2010
Sujets:
Accès en ligne: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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