Examples of techniques for training interpretable ML models, explaining ML models, and debugging ML models for accuracy, discrimination, and security.
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Add adverse impact ratio for dia.ipynb #9
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jphall663 closed 5 years ago
We need to add another metric:
Adverse Impact: (tp + fp) / (tp + fp + tn + fn)
Adverse Impact Disparity (Ratio): non-reference adverse impact / reference adverse impact
Adverse Impact Parity: low_threshold < Adverse Impact Disparity < high_threshold