:py:mod:`abacusai.feature_importance`
=====================================

.. py:module:: abacusai.feature_importance


Module Contents
---------------

Classes
~~~~~~~

.. autoapisummary::

   abacusai.feature_importance.FeatureImportance




.. py:class:: FeatureImportance(client, shapFeatureImportance=None, permutationFeatureImportance=None, nullFeatureImportance=None, lofoFeatureImportance=None)

   Bases: :py:obj:`abacusai.return_class.AbstractApiClass`

   Feature importance for a specified model monitor

   :param client: An authenticated API Client instance
   :type client: ApiClient
   :param shapFeatureImportance: A map of feature name to feature importance, determined by Shap values on a sample dataset.
   :type shapFeatureImportance: dict
   :param permutationFeatureImportance: A map of feature name to feature importance, determined by permutation importance.
   :type permutationFeatureImportance: dict
   :param nullFeatureImportance: A map of feature name to feature importance, determined by null feature importance.
   :type nullFeatureImportance: dict
   :param lofoFeatureImportance: A map of feature name to feature importance, determined by the Leave One Feature Out method.
   :type lofoFeatureImportance: dict

   .. py:method:: __repr__()

      Return repr(self).


   .. py:method:: to_dict()

      Get a dict representation of the parameters in this class

      :returns: The dict value representation of the class parameters
      :rtype: dict



