dataeval.outputs.OODScoreOutput¶

class dataeval.outputs.OODScoreOutput¶

Output class for instance and feature scores from out-of-distribution detectors.

instance_score¶

Instance score of the evaluated dataset.

Type:¶

NDArray

feature_score¶

Feature score, if available, of the evaluated dataset.

Type:¶

NDArray | None, default None

data()¶

The output data as a dictionary.

Return type:¶

dict[str, Any]

get(ood_type)¶

Returns either the instance or feature score.

Parameters:¶

ood_type : "instance" | "feature"¶

Returns:¶

Either the instance or feature score based on input selection

Return type:¶

NDArray

meta()¶

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

Return type:¶

ExecutionMetadata