dataeval.outputs.MetadataDistanceValues¶

class dataeval.outputs.MetadataDistanceValues¶

Statistics comparing metadata distance.

statistic¶

the KS statistic

Type:¶

float

location¶

The value at which the KS statistic has its maximum, measured in IQR-normalized units relative to the median of the reference distribution.

Type:¶

float

dist¶

The Earth Mover’s Distance normalized by the interquartile range (IQR) of the reference

Type:¶

float

pvalue¶

The p-value from the KS two-sample test

Type:¶

float