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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
Autores principales: Lustgarten, Jonathan L, Visweswaran, Shyam, Gopalakrishnan, Vanathi, Cooper, Gregory F
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3162539/
https://www.ncbi.nlm.nih.gov/pubmed/21798039
http://dx.doi.org/10.1186/1471-2105-12-309