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Confidence in classification: a Bayesian approach

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Publication:265247
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DOI10.1007/s00357-006-0013-3zbMath1336.62184OpenAlexW2082650841WikidataQ57921103 ScholiaQ57921103MaRDI QIDQ265247

Derek Partridge, Trevor C. Bailey, Vitaly Schetinin, Jonathan E. Fieldsend, Richard M. Everson, Wojtek Janusz Krzanowski

Publication date: 1 April 2016

Published in: Journal of Classification (Search for Journal in Brave)

Full work available at URL: http://hdl.handle.net/10871/11707

zbMATH Keywords

Bayesian classificationaccuracy-rejection plotsconfidence measuresMCMC samplingnearest-neighbour classifiers


Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Bayesian inference (62F15)


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Comparison of the Bayesian and randomised decision tree ensembles within an uncertainty envelope technique



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