Exact and empirical estimation of misclassification probability

14 Aug 2014Victor Nedelko

We discuss the problem of risk estimation in the classification problem, with specific focus on finding distributions that maximize the confidence intervals of risk estimation. We derived simple analytic approximations for the maximum bias of empirical risk for histogram classifier... (read more)

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