Assessor.show_ks_distances

Assessor.show_ks_distances(df_orig, df_synth)

Plot and compare Kolmogorov-Smirnov distances for each column between the original and synthesized sets.

Parameters
  • df_orig (DataFrame) – Original dataset.

  • df_synth (DataFrame) – Synthesized dataset.

Returns the maximum and average distances.