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Dataset (Classification)

UCRUEADataset

API-ReferenzQuellcode

UCR-UEA time series classification dataset loader.

Generic dataset loader for problems from the UCR UEA repository. Provides access to both univariate and multivariate classification datasets.

Schnellstart

python
from sktime.datasets.classification.ucr_uea_archive import UCRUEADataset

estimator = UCRUEADataset(name, return_mtype='pd-multiindex')

Parameter(1)

name: str
Name of the dataset to load.

Beispiele

>>> from sktime.datasets import UCRUEADataset
>>> dataset = UCRUEADataset (name = "Beef")
>>> X, y = dataset. load ()
>>> X_train, y_train = dataset. load ("X_train", "y_train")
>>> all_names = UCRUEADataset. list_all ()