ISSN 0021-3454 (print version)
ISSN 2500-0381 (online version)
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10
Issue
vol 60 / OCTOBER, 2017
Article
UDC 004.83

EVALUATION OF THE CONFIDENCE INTERVAL FOR DECISION PREDICTION OF AN ENSEMBLE OF CLASSIFIERS

Y. N. Matveev
“STC-Innovation”, Saint Petersburg, 196084, Russian Federation; ITMO University, Saint Petersburg, 197101, Russian Federation; Chief Scientific Officer, Head of the Chair


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Abstract.   An algorithm is proposed for evaluation of the confidence interval for decision prediction of an ensemble of classifiers, where each classifier in the ensemble returns a prediction as a logarithmic likelihood ratio.
Keywords: confidence interval, decision prediction, ensemble of classifiers, speaker identification, voice biometric system