Parameter | Value |
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Model Type | {{ model_type }} |
Distance Metrics | {{ distance_metrics }} |
Alpha Levels | {{ alphas }} |
This analysis shows how model performance changes under different levels of distribution shift. Lower performance gap indicates higher resilience to shifts in data distribution.
Shift Intensity (Alpha) | Distance Metric | Performance on Worst Subset | Performance Gap |
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This analysis shows which features contribute most to distribution shifts. Features with higher distance values have greater distribution shifts between the worst-performing subset and the rest of the data.
Feature | PSI Distance | KS Distance | Wasserstein Distance |
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Metric | Value |
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