Calibration & Predictive Parity
Use calibration as a fairness criterion. Learn group-conditional calibration, reliability diagrams per group, expected calibration error (ECE) per group, the COMPAS calibration debate (calibration vs equalised odds), recalibration patterns (Platt, isotonic, group-specific) and the link to threshold setting.
6
Lessons
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Lessons in This Topic
Work through these 6 lessons in order, or jump to whichever is most relevant.
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