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On optimal Bayesian classification and risk estimation under multiple classes

A recently proposed optimal Bayesian classification paradigm addresses optimal error rate analysis for small-sample discrimination, including optimal classifiers, optimal error estimators, and error estimation analysis tools with respect to the probability of misclassification under binary classes....

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Detalles Bibliográficos
Autores principales: Dalton, Lori A., Yousefi, Mohammadmahdi R.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4619473/
https://www.ncbi.nlm.nih.gov/pubmed/26523135
http://dx.doi.org/10.1186/s13637-015-0028-3