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sklearn.base.clone

sklearn.base.clone(estimator, safe=True) [source]

Constructs a new estimator with the same parameters.

Clone does a deep copy of the model in an estimator without actually copying attached data. It yields a new estimator with the same parameters that has not been fit on any data.

Parameters:
estimator : estimator object, or list, tuple or set of objects

The estimator or group of estimators to be cloned

safe : boolean, optional

If safe is false, clone will fall back to a deep copy on objects that are not estimators.

© 2007–2018 The scikit-learn developers
Licensed under the 3-clause BSD License.
http://scikit-learn.org/stable/modules/generated/sklearn.base.clone.html