SFDAO Audit Report

Metrics

{% for name, values in composite_score.components | dictsort %}

{{ name }}

value: {{ values.value | round(3) }}

weight: {{ values.weight | round(3) }}

weighted: {{ values.weighted | round(3) }}

{% endfor %}

{{ penalty.metric }}: -{{ penalty.amount | round(3) }}{% if penalty.reason %} ({{ penalty.reason }}){% endif %}

Measures if models trained on synthetic data perform comparably to models trained on real data.

TSTR AUC

TRTR AUC (baseline)

Utility Ratio

TSTR F1

TRTR F1 (baseline)

Parameter	Value
Model Type	{{ metadata.ml_utility.model_type }}
Target Column	{{ metadata.ml_utility.target_column }}
Number of Features	{{ metadata.ml_utility.n_features }}

{% for key, value in metadata | dictsort %} {% if key != 'ml_utility' and key != 'financial_facts' %} {% endif %} {% endfor %}

Key	Value
{{ key }}	{{ value }}