.. _f-sklearnbaseclassifier:

module ``sklapi.sklearn_base_classifier``
=========================================





.. inheritance-diagram:: mlinsights.sklapi.sklearn_base_classifier


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

module ``mlinsights.sklapi.sklearn_base_classifier``

Implements class :class:`SkBaseClassifier`.


:githublink:`%|py|6`




Classes
+++++++

+----------------------------------------------------------------------------------------+------------------------------+
| class                                                                                  | truncated documentation      |
+========================================================================================+==============================+
| :class:`SkBaseClassifier <mlinsights.sklapi.sklearn_base_classifier.SkBaseClassifier>` | Defines a custom classifier. |
+----------------------------------------------------------------------------------------+------------------------------+










Methods
+++++++

+--------------------------------------------------------------------------------------------------+--------------------------------------------------------------+
| method                                                                                           | truncated documentation                                      |
+==================================================================================================+==============================================================+
| :py:meth:`__init__ <mlinsights.sklapi.sklearn_base_classifier.SkBaseClassifier.__init__>`        | constructor                                                  |
+--------------------------------------------------------------------------------------------------+--------------------------------------------------------------+
| :meth:`predict_proba <mlinsights.sklapi.sklearn_base_classifier.SkBaseClassifier.predict_proba>` | Returns probability estimates for the test data X.           |
+--------------------------------------------------------------------------------------------------+--------------------------------------------------------------+
| :meth:`score <mlinsights.sklapi.sklearn_base_classifier.SkBaseClassifier.score>`                 | Returns the mean accuracy on the given test data and labels. |
+--------------------------------------------------------------------------------------------------+--------------------------------------------------------------+


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

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