BaseEstimator
BaseEstimator()
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=True)
Get parameters for this estimator.
Parameters
-
deep
: bool, default=TrueIf True, will return the parameters for this estimator and contained subobjects that are estimators.
Returns
-
params
: dictParameter names mapped to their values.
set_params(params)
Set the parameters of this estimator.
The method works on simple estimators as well as on nested objects
(such as :class:`~sklearn.pipeline.Pipeline`). The latter have
parameters of the form ``<component>__<parameter>`` so that it's
possible to update each component of a nested object.
Parameters
-
**params
: dictEstimator parameters.
Returns
-
self
: estimator instanceEstimator instance.