Explain Probability Calibration

Updated May 17, 2026

Short answer

Calibration aligns predicted probabilities with real-world outcomes.

Deep explanation

Poor calibration affects risk-sensitive systems. Techniques include Platt scaling and isotonic regression.

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Real-world example

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Common mistakes

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Follow-up questions

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