Distribution Shift Detection on Folktables 250 production datasets (50 states over 5 years)
48PowerQuantile detector
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Quantile detectorharmfulness threshold epsilon_tol=0, model=RF classifier, error estimator=RF regressor2024.12 | 48 | 1.9 | 3,727 | |
| Mean detectorharmfulness threshold epsilon_tol=0, model=RF classifier, error estimator=RF regressor2024.12 | 1 | 19 | 4,945 |