DeepBridge Resilience Analysis Report
Model: {{ model_name }}
Resilience Summary
Resilience Score
{{ resilience_score }}
Higher is better (0-1 scale)
Average Performance Gap
{{ avg_performance_gap }}
Lower is better
Base Score
{{ base_score }}
{{ metric }}
Test Configuration
| Parameter | Value |
|---|---|
| Model Type | {{ model_type }} |
| Distance Metrics | {{ distance_metrics }} |
| Alpha Levels | {{ alphas }} |
Distribution Shift
Feature Analysis
Model Metrics
Distribution Shift Analysis
Performance Under Distribution Shift
This analysis shows how model performance changes under different levels of distribution shift. Lower performance gap indicates higher resilience to shifts in data distribution.
Primary Model
| Shift Intensity (Alpha) | Distance Metric | Performance on Worst Subset | Performance Gap |
|---|
Feature Sensitivity Analysis
Feature Distance Analysis
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.
Primary Model
| Feature | PSI Distance | KS Distance | Wasserstein Distance |
|---|
Model Performance Metrics
Model Metrics
Primary Model
| Metric | Value |
|---|