Model Name | {{ model_name }} |
---|---|
Model Type | {{ model_type|default('Unknown') }} |
Test Type | {{ test_type|capitalize }} |
Features Count | {{ features|length|default(0) }} |
Sensitive Features | {{ sensitive_features|join(', ') }} |
Generation Time | {{ timestamp }} |
Metric | Value | Description |
---|---|---|
Resilience Score | {{ "%.4f"|format(resilience_score) }} | Overall model resilience measure (higher is better) |
Performance Gap | {{ "%.4f"|format(avg_performance_gap) }} | Performance difference between normal and worst samples (lower is better) |
Distribution Shift | {{ "%.4f"|format(dist_shift|default(0)) }} | Average feature distribution shift across scenarios |
{{ metric_name|title }} | {{ "%.4f"|format(metric_value|default(0)) }} | Additional model performance metric |
Shows which features are most correlated with model errors, helping identify potential areas for model improvement.
Shows the distribution of residuals (prediction errors) across different datasets, helping identify biases under stress conditions.