{% if issue.slicing_fn or "domain" in issue.meta %} {% if "domain" in issue.meta %} {{ issue.meta.domain }} {% endif %} {% if issue.slicing_fn %} {{ issue.slicing_fn }} {% endif %} {% endif %} {% if issue.transformation_fn %} {{ issue.transformation_fn }} {% endif %} {% if "metric" in issue.meta %} {{ issue.meta.metric }} = {{ issue.meta.metric_value|format_metric }} {% if "metric_reference_value" in issue.meta %} (Global = {{ issue.meta.metric_reference_value|format_metric }}) {% endif %} {% endif %} {% if "deviation" in issue.meta %} {{ issue.meta.deviation }} {% endif %} {% if "slice_size" in issue.meta %} {{ issue.meta.slice_size }} samples affected
({{ (issue.meta.slice_size / (issue.dataset|length) * 100)|round(1) }}% of dataset)
{% endif %} Show details {% if issue.description %}

Description

{{ issue.description }} {% endif %} {% if issue.examples(3)|length %}

Examples

{{ issue.examples(issue.meta.num_examples if "num_examples" in issue.meta else 3).to_html(notebook=True, index=not issue.meta.hide_index if "hide_index" in issue.meta else True)|replace("\\n", "
")|safe }}
{% endif %} {% if "p_value" in issue.meta and issue.meta["p_value"] is not none %}

Significance

The hypothesis that the {{ issue.meta.metric }} on the data slice was different with respect to the rest of the data was asserted with p-value = {{ issue.meta.p_value|format_metric }}.

{% endif %} {% if issue.taxonomy %}

Taxonomy

{% for tag in issue.taxonomy %} {{ tag }} {% endfor %} {% endif %}