holisticai.bias.plots.bias_metrics_report

holisticai.bias.plots.bias_metrics_report(model_type: str, table_metrics: DataFrame, table_metrics_mitigated: DataFrame = None)

Plot bias report for different model types.

Parameters

model_typestr

Type of model: ‘binary_classification’, ‘regression’, ‘clustering’

table_metricspandas.DataFrame

Dataframe containing bias metrics.

table_metrics_mitigatedbool, optional

Whether the bias metrics are for mitigated model or not, by default False