Class EvalResult (1.70.0)

EvalResult(
    summary_metrics: typing.Dict[str, float],
    metrics_table: typing.Optional[pd.DataFrame] = None,
    metadata: typing.Optional[typing.Dict[str, str]] = None,
)

Evaluation result.

Attributes

Name Description
summary_metrics Dict[str, float]
A dictionary of summary evaluation metrics for an evaluation run.
metrics_table Optional[pd.DataFrame]
A pandas.DataFrame table containing evaluation dataset inputs, predictions, explanations, and metric results per row.
metadata Optional[Dict[str, str]]
The metadata for the evaluation run.