This section provides detailed metrics and performance analysis for uncertainty quantification across different alpha levels and prediction scenarios.
Alpha Level Analysis
Analysis of coverage performance across different alpha levels (confidence levels)
{% include "../components/charts/alpha_coverage_chart.html" %}
{% include "../components/tables/alpha_level_table.html" %}
Interval Width Analysis
Analysis of prediction interval widths and their relationship to coverage
{% include "../components/charts/interval_width_chart.html" %}
Width vs. Coverage Trade-off
Wider prediction intervals generally provide better coverage but lower precision. This analysis explores the optimal balance between interval width and coverage performance.
Mean Normalized Width
{{ mean_norm_width|round(4) }}
Average interval width normalized by data range
Width Variation
{{ width_variation|round(4) }}
Coefficient of variation in interval widths
Width-Coverage Correlation
{{ width_coverage_correlation|round(4) }}
Correlation between interval width and empirical coverage
Subgroup Analysis
Analysis of uncertainty performance across different data subgroups
{% include "../components/tables/coverage_summary_table.html" %}
Group Performance Comparison
Key Findings
{% for finding in group_findings %}
{{ finding }}
{% endfor %}
Comprehensive Metrics
{% include "../components/tables/metrics_details_table.html" %}