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An example of calibration. The two-class score data were generated from a pair of normal distributions with 300 samples per class. The left panel plots the true calibration function (dot-dash line), the estimated calibration function (solid line) and the associated 95% CI (dash line). The right panel plots the true versus estimated probability for the finite dataset.
