dataeval.core.FeatureDistanceResult¶

class dataeval.core.FeatureDistanceResult¶

Type definition for feature distance output.

statistic¶

The Kolmogorov-Smirnov test statistic

Type:¶

float

location¶

The normalized location where the KS statistic was achieved

Type:¶

float

dist¶

The Wasserstein distance between distributions, scaled by the Interquartile Range (IQR) of the reference distribution.

Type:¶

float

p_value¶

The p-value from the KS test

Type:¶

float