dataeval.shift.OODOutput¶

class dataeval.shift.OODOutput¶

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

is_ood¶

Array of images that are detected as 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

data()¶

Return the output data as a dictionary.

Return type:¶

dict[str, Any]

meta()¶

Metadata about the execution of the function or method for the Output class.

Return type:¶

ExecutionMetadata