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Application of an efficient Bayesian discretization method to biomedical data

BACKGROUND: Several data mining methods require data that are discrete, and other methods often perform better with discrete data. We introduce an efficient Bayesian discretization (EBD) method for optimal discretization of variables that runs efficiently on high-dimensional biomedical datasets. The...

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Detalles Bibliográficos
Main Authors: Lustgarten, Jonathan L, Visweswaran, Shyam, Gopalakrishnan, Vanathi, Cooper, Gregory F
Formato: Artigo
Idioma:Inglês
Publicado: BioMed Central 2011
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Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC3162539/
https://ncbi.nlm.nih.gov/pubmed/21798039
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1471-2105-12-309
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