{% extends "base.html" %} {% block title %}Resilience Report (Static) - {{ data.model_name }}{% endblock %} {% block content %}

Overview

Resilience Score

{{ data.metrics.resilience_score | format_number(3) }}

Base Score

{{ data.metrics.base_score | format_number(3) }}

Avg Distribution Shift

{{ data.metrics.avg_distribution_shift | format_number(3) }}

Max Performance Gap

{{ data.metrics.max_performance_gap | format_percentage(2) }}

Summary

Test Configuration

Performance

{% if data.feature_importance and data.feature_importance | length > 0 %}

Feature Importance (Top 10)

{% for feature in data.feature_importance[:10] %} {% endfor %}
Rank Feature Name Importance Visual
{{ feature.rank }} {{ feature.feature_name }} {{ feature.importance | format_number(4) }}
{% endif %}

Distribution Shift Results by Distance Metric

{% for metric in data.distance_metrics %}

{{ metric }}

{% set metric_results = data.shift_results | selectattr('distance_metric', 'equalto', metric) | list %} {% if metric_results %} {% for result in metric_results %} {% endfor %}
Alpha Feature Baseline Score Shifted Score Performance Gap
{{ result.alpha | format_number(2) }} {{ result.feature_name }} {{ result.baseline_score | format_number(4) }} {{ result.shifted_score | format_number(4) }} {{ result.performance_gap | format_percentage(2) }}
{% else %}

No results for this distance metric.

{% endif %} {% endfor %}
{% endblock %}