.. _f-sklearnbasetransformstacking:

module ``sklapi.sklearn_base_transform_stacking``
=================================================





.. inheritance-diagram:: mlinsights.sklapi.sklearn_base_transform_stacking


Short summary
+++++++++++++

module ``mlinsights.sklapi.sklearn_base_transform_stacking``

Implémente un *transform* qui suit la même API que tout :epkg:`scikit-learn` transform.


:githublink:`%|py|6`




Classes
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+--------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| class                                                                                                        | truncated documentation                                                                                                                                                          |
+==============================================================================================================+==================================================================================================================================================================================+
| :class:`SkBaseTransformStacking <mlinsights.sklapi.sklearn_base_transform_stacking.SkBaseTransformStacking>` | Un *transform* qui cache plusieurs *learners*, arrangés selon la méthode du `stacking <http://blog.kaggle.com/2016/12/27/a-kagglers-guide-to-model-stacking-in-practice/>`_. ... |
+--------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+










Methods
+++++++

+-----------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------+
| method                                                                                                    | truncated documentation                                                              |
+===========================================================================================================+======================================================================================+
| :py:meth:`__init__ <mlinsights.sklapi.sklearn_base_transform_stacking.SkBaseTransformStacking.__init__>`  |                                                                                      |
+-----------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------+
| :py:meth:`__repr__ <mlinsights.sklapi.sklearn_base_transform_stacking.SkBaseTransformStacking.__repr__>`  | usual                                                                                |
+-----------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------+
| :meth:`fit <mlinsights.sklapi.sklearn_base_transform_stacking.SkBaseTransformStacking.fit>`               | Trains a model.                                                                      |
+-----------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------+
| :meth:`get_params <mlinsights.sklapi.sklearn_base_transform_stacking.SkBaseTransformStacking.get_params>` | Returns the parameters which define the object. It follows :epkg:`scikit-learn` API. |
+-----------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------+
| :meth:`set_params <mlinsights.sklapi.sklearn_base_transform_stacking.SkBaseTransformStacking.set_params>` | Sets the parameters.                                                                 |
+-----------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------+
| :meth:`transform <mlinsights.sklapi.sklearn_base_transform_stacking.SkBaseTransformStacking.transform>`   | Calls the learners predictions to convert the features.                              |
+-----------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------+


Documentation
+++++++++++++

.. automodule:: mlinsights.sklapi.sklearn_base_transform_stacking
    :members:
    :special-members: __init__
    :show-inheritance: