dataeval.detectors.drift.DriftOutput

class dataeval.detectors.drift.DriftOutput

Output class for DriftCVM, DriftKS, and DriftUncertainty drift detectors

is_drift

Drift prediction for the images

Type:

bool

threshold

Threshold after multivariate correction if needed

Type:

float

feature_drift

Feature-level array of images detected to have drifted

Type:

NDArray

feature_threshold

Feature-level threshold to determine drift

Type:

float

p_vals

Feature-level p-values

Type:

NDArray

distances

Feature-level distances

Type:

NDArray