Probability Calibration
Improve the reliability of predicted probabilities
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My classification model returns probabilities but they seem poorly calibrated (distorted reliability diagram). Explain how to calibrate probabilities with Platt Scaling and Isotonic Regression, when to use each method, and how to measure calibration improvement with the Brier Score and ECE.
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