qolmat.benchmark.metrics.kolmogorov_smirnov_test¶
- qolmat.benchmark.metrics.kolmogorov_smirnov_test(df1: DataFrame, df2: DataFrame, df_mask: DataFrame) Series[source]¶
Compute the Kolmogorov Smirnov Test for numerical features.
Lower score means better performance.
- Parameters
- df1pd.DataFrame
true dataframe
- df2pd.DataFrame
predicted dataframe
- df_maskpd.DataFrame
Elements of the dataframes to compute on
- Returns
- pd.Series
KS test statistic