📕 subnode [[@KGBicheno/fairness_metric]] in 📚 node [[fairness_metric]]
📓 garden/KGBicheno/Artificial Intelligence/Introduction to AI/Week 3 - Introduction/Definitions/Fairness_Metric.md by @KGBicheno

fairness metric

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#fairness

A mathematical definition of “fairness” that is measurable. Some commonly used fairness metrics include:

  • equalized odds
  • predictive parity
  • counterfactual fairness
  • demographic parity

Many fairness metrics are mutually exclusive; see incompatibility of fairness metrics.
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