Lesson 5 of 10 · Hands-on Lab · 90 min

Bias and Fairness Testing — Demographic Parity and Equalized Odds with Fairlearn

Measure group fairness on the public Adult census data with Fairlearn, find proxy variables, try a mitigation and document the trade-offs.

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