Martingale boosting

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Abstract

Martingale boosting is a simple and easily understood technique with a simple and easily understood analysis. A slight variant of the approach provably achieves optimal accuracy in the presence of random misclassification noise. © Springer-Verlag Berlin Heidelberg 2005.

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Long, P. M., & Servedio, R. A. (2005). Martingale boosting. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 3559 LNAI, pp. 79–94). Springer Verlag. https://doi.org/10.1007/11503415_6

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