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A Bayesian method for comparing and combining binary classifiers in the absence of a gold standard

BACKGROUND: Many problems in bioinformatics involve classification based on features such as sequence, structure or morphology. Given multiple classifiers, two crucial questions arise: how does their performance compare, and how can they best be combined to produce a better classifier? A classifier...

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Detalhes bibliográficos
Main Authors: Keith, Jonathan M, Davey, Christian M, Boyd, Sarah E
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2012
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3473310/
https://ncbi.nlm.nih.gov/pubmed/22838505
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1471-2105-13-179
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