DeepBridge Uncertainty Analysis Report
Model: {{ model_name }}
Uncertainty Summary
Uncertainty Score
{{ uncertainty_score }}
Higher is better (0-1 scale)
Average Coverage
{{ avg_coverage }}
Actual vs. Expected
Average Width
{{ avg_width }}
Lower is better
Base Score
{{ base_score }}
{{ metric }}
Test Configuration
| Parameter | Value |
|---|---|
| Model Type | {{ model_type }} |
| Method | {{ method }} |
| Alpha Levels | {{ alpha_levels }} |
Coverage Analysis
Interval Width
Model Metrics
Prediction Interval Coverage
Coverage Analysis
This analysis shows the actual coverage of prediction intervals at different confidence levels. Ideally, the actual coverage should match or exceed the expected coverage.
Primary Model
| Alpha Level | Expected Coverage | Actual Coverage | Coverage Ratio |
|---|
Prediction Interval Width
Interval Width Analysis
This analysis shows the width of prediction intervals at different confidence levels. Narrower intervals with adequate coverage indicate higher certainty.
Primary Model
| Alpha Level | Mean Width | Median Width |
|---|
Model Performance Metrics
Model Metrics
Primary Model
| Metric | Value |
|---|