dataeval.detectors.drift.DriftMMDOutput¶

class dataeval.detectors.drift.DriftMMDOutput¶

Output class for DriftMMD drift detector.

drifted¶

Drift prediction for the images

Type:¶

bool

threshold¶

P-Value used for significance of the permutation test

Type:¶

float

p_val¶

P-value obtained from the permutation test

Type:¶

float

distance¶

MMD^2 between the reference and test set

Type:¶

float

distance_threshold¶

MMD^2 threshold above which drift is flagged

Type:¶

float

dict()¶

Output attributes as a dictionary.

Return type:¶

dict[str, Any]

meta()¶

Execution metadata as a dictionary.

Return type:¶

dict[str, Any]