Out-of-Distribution Score

How-To Guides

Check out this how to to begin using the Out-of-Distribution Detection class

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

NamedTuple containing the instance and (optionally) feature score.

Parameters:

instance_score (NDArray[np.float32]) – Instance score of the evaluated dataset.
feature_score (Optional[NDArray[np.float32]], default None) – Feature score, if available, of the evaluated dataset.