{% extends "../components/widgets/tab_navigation.html" %} {% block tab_content %}

Overview

This overview provides a high-level assessment of the model's uncertainty quantification quality, focusing on coverage, calibration, and sharpness.

{% include "../components/summary/summary_overview.html" %}
{% include "../components/widgets/chart_selector.html" with id="overview_charts_selector" options=["Coverage Analysis", "Calibration Curve", "Uncertainty Distribution"] activeOption="Coverage Analysis" controller="overviewController.switchOverviewChart" %}
{% include "../components/charts/alpha_coverage_chart.html" %}
{% include "../components/charts/calibration_chart.html" %}
{% include "../components/charts/uncertainty_distribution_chart.html" %}

Key Metrics

Coverage Metrics

Average Coverage
{{ avg_coverage|round(4) }}
{{ avg_coverage_status }}
Average Coverage Gap
{{ avg_coverage_gap|round(4) }}
{{ avg_coverage_gap_status }}
Coverage at 95% CI
{{ coverage_95ci|round(4) }}
{{ coverage_95ci_status }}

Calibration Metrics

Expected Calibration Error
{{ calibration_error|round(4) }}
{{ calibration_error_status }}
Maximum Calibration Error
{{ max_calibration_error|round(4) }}
{{ max_calibration_error_status }}
Brier Score
{{ brier_score|round(4) }}
{{ brier_score_status }}

Sharpness Metrics

Average Interval Width
{{ avg_interval_width|round(4) }}
{{ avg_interval_width_status }}
Width Coefficient of Variation
{{ width_cv|round(4) }}
{{ width_cv_status }}
Interval Efficiency
{{ interval_efficiency|round(4) }}
{{ interval_efficiency_status }}

Uncertainty Distribution Analysis

This analysis examines the distribution of uncertainty across predictions and its relationship to model errors.

Uncertainty Distribution

Uncertainty vs. Error

Key Insights

    {% for insight in uncertainty_insights %}
  • {{ insight }}
  • {% endfor %}

Recommendations

{% for recommendation in recommendations %}
{{ recommendation.icon }}

{{ recommendation.title }}

{{ recommendation.priority }}

{{ recommendation.description }}

{% if recommendation.actions %}
{% for action in recommendation.actions %}
{{ action }}
{% endfor %}
{% endif %}
{% endfor %}
{% endblock %}