:py:mod:`abacusai.model_monitor_summary`
========================================

.. py:module:: abacusai.model_monitor_summary


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

Classes
~~~~~~~

.. autoapisummary::

   abacusai.model_monitor_summary.ModelMonitorSummary




.. py:class:: ModelMonitorSummary(client, modelAccuracy=None, modelDrift=None, dataIntegrity=None, biasViolations=None, alerts=None)

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

   A summary of model monitor

   :param client: An authenticated API Client instance
   :type client: ApiClient
   :param modelAccuracy: A list of model accuracy objects including accuracy and monitor version information.
   :type modelAccuracy: list
   :param modelDrift: A list of model drift objects including label and prediction drifts and monitor version information.
   :type modelDrift: list
   :param dataIntegrity: A list of data integrity objects including counts of violations and monitor version information.
   :type dataIntegrity: list
   :param biasViolations: A list of bias objects including bias counts and monitor version information.
   :type biasViolations: list
   :param alerts: A list of alerts by type for each model monitor instance
   :type alerts: list

   .. 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



