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Computer ScienceMathematics

A weight-adjusted voting algorithm for ensembles of classifiers

Hyunjoong Kim, Hyeuk Kim, H. Moon, H. Ahn

2011.12.1JOURNAL OF THE KOREAN STATISTICAL SOCIETY

DOI: 10.1016/j.jkss.2011.03.002

tlooto Summary

It is proved that the iterated weight vectors converge to the optimal weights which can be directly calculated from the performance matrix of classifiers in an ensemble.

Abstract

Abstract is not available.

Citation format

KIM, Hyunjoong, et al. A weight-adjusted voting algorithm for ensembles of classifiers. JOURNAL OF THE KOREAN STATISTICAL SOCIETY, 2011, 40: 437–449.