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:

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 deepcopy on objects that are not estimators.

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 deepcopy on objects that are not estimators.

Links:

http://scikit-learn.org/stable/modules/generated/sklearn.base.clone.html

doc_scikit_learn

2017-01-15 04:25:30

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