Add AIR to DIA notebook

navdeep-G / interpretable-ml

Techniques & resources for training interpretable ML models, explaining ML models, and debugging ML models.

Apache License 2.0

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Closed navdeep-G closed 5 years ago

navdeep-G commented 5 years ago

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