Assessor.show_first_order_metric_distances

Assessor.show_first_order_metric_distances(df_orig, df_synth, metric)

Plot and compare distribution distances for each column between the original and synthesized sets.

Parameters

• df_orig (DataFrame) – Original dataset.

• df_synth (DataFrame) – Synthesized dataset.

• metric (TwoColumnMetric) – the distribution distance metric to show.

Returns the maximum and average distances.

Return type

Tuple[float, float]

Assessor.show_emd_distances Assessor.show_kendall_tau_distances