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

Calibration Analysis

This section analyzes how well the model's uncertainty estimates are calibrated, measuring the alignment between predicted probabilities and observed outcomes.

Expected Calibration Error

{{ calibration_error|round(4) }}
Weighted average of calibration errors across probability bins

Maximum Calibration Error

{{ max_calibration_error|round(4) }}
Largest calibration error observed in any bin

Brier Score

{{ brier_score|round(4) }}
Mean squared error of probability predictions

Reliability Diagram

{% include "../components/charts/calibration_chart.html" %}

Calibration by Group

Analysis of calibration performance across different data subgroups or features

Key Insights

Detailed Calibration Metrics

{% include "../components/tables/calibration_table.html" %}

Calibration Recommendations

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

{{ recommendation.title }}

{{ recommendation.priority }}

{{ recommendation.description }}

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