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cs.LG2026
Recalibrating binary probabilistic classifiers
Dirk Tasche
Recalibration of binary probabilistic classifiers to a target prior probability is an important task in areas like credit risk management. However, recalibration of a classifier le…
cs.LG2024
Comments on Friedman's Method for Class Distribution Estimation
Dirk Tasche
The purpose of class distribution estimation (also known as quantification) is to determine the values of the prior class probabilities in a test dataset without class label observ…