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, feature_score: ndarray | None = None)

NamedTuple containing the instance and (optionally) feature score.

Parameters:

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