sklearn.base.BaseEstimator¶
- 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*argsor**kwargs).Methods
get_params([deep])Get parameters for this estimator.
set_params(**params)Set the parameters of this estimator.
- get_params(deep=True)[source]¶
Get parameters for this estimator.
- Parameters:
- deepbool, default=True
If True, will return the parameters for this estimator and contained subobjects that are estimators.
- Returns:
- paramsdict
Parameter names mapped to their values.
- set_params(**params)[source]¶
Set the parameters of this estimator.
The method works on simple estimators as well as on nested objects (such as
Pipeline). The latter have parameters of the form<component>__<parameter>so that it’s possible to update each component of a nested object.- Parameters:
- **paramsdict
Estimator parameters.
- Returns:
- selfestimator instance
Estimator instance.
