Output class for DriftCVM, DriftKS, and DriftUncertainty drift detectors.
-
drifted
Drift prediction for the images
- Type:
bool
-
threshold
Threshold after multivariate correction if needed
- Type:
float
-
p_val
Instance-level p-value
- Type:
float
-
distance
Instance-level distance
- 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
-
meta()
Metadata about the execution of the function or method for the Output class.
- Return type:
ExecutionMetadata