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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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Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Prif Awduron: Lustgarten, Jonathan L, Visweswaran, Shyam, Gopalakrishnan, Vanathi, Cooper, Gregory F
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: BioMed Central 2011
Pynciau:
Mynediad Ar-lein: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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