dataeval.detectors.ood.OODOutput¶

class dataeval.detectors.ood.OODOutput¶

Output class for predictions from out-of-distribution detectors.

is_ood¶

Array of images that are detected as :term:Out-of-Distribution (OOD)`

Type:¶

NDArray

instance_score¶

Instance score of the evaluated dataset

Type:¶

NDArray

feature_score¶

Feature score, if available, of the evaluated dataset

Type:¶

NDArray | None

dict()¶

Output attributes as a dictionary.

Return type:¶

dict[str, Any]

meta()¶

Execution metadata as a dictionary.

Return type:¶

dict[str, Any]