Glossary

What fairness metrics do not tell you:

Whether the disparity is caused by the model or reflects real-world inequality (and whether that distinction matters for your use case) - Whether the disparity is legally actionable under applicable law in your jurisdiction - Whether the disparity is practically significant enough to cause harm at y

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