fairlens.metrics.distance_nn_correlation#
- distance_nn_correlation(sr_a, sr_b)[source]#
Metric that uses non-linear correlation distance to obtain a correlation coefficient for numerical-numerical column pairs.
- Parameters
sr_a (pd.Series) – First numerical series to analyze.
sr_b (pd.Series) – Second numerical series to analyze.
- Returns
The correlation coefficient.
- Return type
float