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We propose an evaluation framework for class probability estimates (CPEs) in the presence of label uncertainty, which is commonly observed as diagnosis disagreement between experts in the medical ...

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2.1 Calibration measures class probability and an empirical class frequency, is important for reliable p Denition 1 Calibration . 1 A probabilistic clas-sier f ∆K 1 is said to be calibrated if

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