Evidence Contrary to the Statistical View of Boosting
David Mease, Abraham Wyner; 9(6):131−156, 2008. Abstract The statistical perspective on boosting algorithms focuses on optimization, drawing parallels with maximum likelihood estimation for logistic regression. In this paper we present empirical evidence that raises questions about this view. Although the statistical perspective provides a theoretical framework within which it is possible to deriv
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https://dl.acm.org/citation.cfm?id=599656
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