πŸ“š node [[fairness_metric]]

fairness metric

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#fairness

A mathematical definition of β€œfairness” 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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β₯± context
β₯… related node [[incompatibility_of_fairness_metrics]]