DecisionTheoryMachineLearningStatistics
Given a statistical model and a sample of data with distribution function an estimator is Fisher consistent if Likewise, a loss function is pointwise Fisher consistent or classification calibrated if the minimizer of the risk for all measurable functions is Bayes optimal:and for the corresponding margin-based loss, is classification calibrated if for any :