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Related Questions
- What are the key differences between demographic parity and equal opportunity in fairness metrics?
- How does the concept of disparate impact relate to fairness metrics in AI?
- What is the purpose of using the mean absolute error (MAE) as a fairness metric?
- Can you explain the idea behind the demographic parity metric and its limitations?
- What is the relationship between fairness metrics and the concept of calibration in machine learning?
- How do fairness metrics like equalized odds and statistical parity differ from one another?
- What are some common challenges in evaluating fairness metrics in real-world AI systems?
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