TSBootstrapAdapter

Adapter for TSBootstrap.

Quickstart

from sktime.transformations.bootstrap import TSBootstrapAdapter

estimator = TSBootstrapAdapter(bootstrap, include_actual=False, return_indices=False)

Parameters(3)

bootstrapbootstrap from tsbootstrap

The splitter used for the bootstrap splitting.

include_actualbool, default=False

Whether to include the actual data in the output.

return_indicesbool, optional

If True, the output will contain the resampled indices as extra column, by default False.

Examples

>>> from sktime.datasets import load_airline
>>> from sktime.transformations.bootstrap import TSBootstrapAdapter
>>> from tsbootstrap import MovingBlockBootstrap,
>>> y = load_airline ()
>>> bootstrap = TSBootstrapAdapter (
... MovingBlockBootstrap (n_bootstrap = 10, block_length = 10)
... )
>>> result = bootstrap. fit_transform (y)