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
📋
Templates
Practitioner-Ready
100%
Free

Lessons in This Topic

Work through these 6 lessons in order, or jump to whichever is most relevant.