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Statistical parity (equal opportunity) by different models on various feature sets
| Black & White | Full SDoH | Individual-level SDoH | Contextual-level SDoH |
|---|---|---|---|
| Xgboost | 1.03 | 0.98 | 1.24 |
| Ridge regression | 1.44 | 1.18 | 1.45 |
| Hispanic & White | Full SDoH | Individual-level SDoH | Contextual-level SDoH |
| Xgboost | 1.22 | 1.00 | 1.63 |
| Ridge regression | 1.32 | 1.73 | 2.12 |
