dataeval.metrics.bias.ParityOutput¶

class dataeval.metrics.bias.ParityOutput¶

Output class for parity() bias metrics.

score¶

chi-squared score(s) of the test

Type:¶

NDArray[np.float64]

p_value¶

p-value(s) of the test

Type:¶

NDArray[np.float64]

factor_names¶

Names of each metadata factor

Type:¶

list[str]

insufficient_data¶

Dictionary of metadata factors with less than 5 class occurrences per value

Type:¶

dict