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

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

<p>Abstract</p> <p>Background</p> <p>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...

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Bibliographic Details
Main Authors: Keith Jonathan M, Davey Christian M, Boyd Sarah E
Format: Article
Language:English
Published: BMC 2012-07-01
Series:BMC Bioinformatics
Subjects:
Binary classifier
Bayesian methods
Protein sub-cellular localisation
Diagnostic tests
Genome wide association studies.
Online Access:http://www.biomedcentral.com/1471-2105/13/179

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http://www.biomedcentral.com/1471-2105/13/179

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