OODScoreOutput

class dataeval.detectors.ood.OODScoreOutput(instance_score: ndarray[Any, dtype[float32]], feature_score: ndarray[Any, dtype[float32]] | None = None)

Output class for instance and feature scores from OOD_AE, OOD_AEGMM, OOD_LLR, OOD_VAE, and OOD_VAEGMM out-of-distribution detectors

Parameters:

• instance_score (NDArray) – Instance score of the evaluated dataset.

• feature_score (NDArray | None, default None) – Feature score, if available, of the evaluated dataset.

get(ood_type: Literal['instance', 'feature']) → ndarray[Any, dtype[_ScalarType_co]]

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