sklearn.base.BaseEstimator — scikit-learn 0.20.4 documentation (original) (raw)
class sklearn.base. BaseEstimator[source]¶
Base class for all estimators in scikit-learn
Notes
All estimators should specify all the parameters that can be set at the class level in their __init__ as explicit keyword arguments (no *args or **kwargs).
Methods
| get_params([deep]) | Get parameters for this estimator. |
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| set_params(**params) | Set the parameters of this estimator. |
__init__($self, /, *args, **kwargs)¶
Initialize self. See help(type(self)) for accurate signature.
get_params(deep=True)[source]¶
Get parameters for this estimator.
| Parameters: | deep : boolean, optional If True, will return the parameters for this estimator and contained subobjects that are estimators. |
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| Returns: | params : mapping of string to any Parameter names mapped to their values. |
Set the parameters of this estimator.
The method works on simple estimators as well as on nested objects (such as pipelines). The latter have parameters of the form<component>__<parameter> so that it’s possible to update each component of a nested object.
| Returns: | self |
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