Performance Gap
{% if performance_gap is not defined or performance_gap is none %} N/A {% else %} {{ (performance_gap * 100)|round(2)|string + "%" }} {% endif %}
Average performance decline on shifted data
{% if performance_gap is not defined or performance_gap is none %} {% elif performance_gap < 0.05 %} {% elif performance_gap < 0.1 %} {% elif performance_gap < 0.15 %} {% elif performance_gap < 0.25 %} {% else %} {% endif %}
Distribution Shift
{% if avg_dist_shift is not defined or avg_dist_shift is none %} N/A {% else %} {{ avg_dist_shift|round(2) }} {% endif %}
Average distribution shift magnitude
{% if avg_dist_shift is not defined or avg_dist_shift is none %} {% elif avg_dist_shift < 0.1 %} {% elif avg_dist_shift < 0.2 %} {% elif avg_dist_shift < 0.3 %} {% elif avg_dist_shift < 0.5 %} {% else %} {% endif %}
Base Performance
{% if base_score is not defined or base_score is none %} N/A {% else %} {{ (base_score * 100)|round(2)|string + "%" }} {% endif %}
Model performance on baseline data
{% if base_score is not defined or base_score is none %} {% elif base_score >= 0.95 %} {% elif base_score >= 0.9 %} {% elif base_score >= 0.85 %} {% elif base_score >= 0.8 %} {% else %} {% endif %}
Outlier Sensitivity
{% if outlier_sensitivity is not defined or outlier_sensitivity is none %} N/A {% elif outlier_sensitivity is string %} {{ outlier_sensitivity }} {% else %} {{ outlier_sensitivity|round(2) }} {% endif %}
Model sensitivity to outlier samples
{% if outlier_sensitivity is not defined or outlier_sensitivity is none %} {% elif outlier_sensitivity is string %} {% elif outlier_sensitivity < 0.1 %} {% elif outlier_sensitivity < 0.2 %} {% elif outlier_sensitivity < 0.3 %} {% elif outlier_sensitivity < 0.4 %} {% else %} {% endif %}