DetectorAsTransformer

Use an anomaly, changepoint detector, segmentation estimator as a transformer.

Quickstart

from sktime.detection.compose import DetectorAsTransformer

estimator = DetectorAsTransformer(estimator)

Parameters(1)

estimatorsktime detector, i.e., estimator inheriting from BaseDetector

this is a “blueprint” clusterer, state does not change when fit is called

Examples

>>> from sktime.detection.compose import DetectorAsTransformer
>>> from sktime.detection.lof import SubLOF
>>> from sktime.utils._testing.hierarchical import _make_hierarchical
>>> X = _make_hierarchical ()
>>> detector = SubLOF. create_test_instance ()
>>> t = DetectorAsTransformer (detector)
>>> t. fit (X) DetectorAsTransformer(
... )
>>> Xt = t. transform (X)