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 Earth Mover’s Distance (Wasserstein distance) between distributions

Type:¶

float

p_value¶

The p-value from the KS test

Type:¶

float