abacusai.model_monitor_summary
==============================

.. py:module:: abacusai.model_monitor_summary


Classes
-------

.. autoapisummary::

   abacusai.model_monitor_summary.ModelMonitorSummary


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

.. 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:attribute:: model_accuracy
      :value: None



   .. py:attribute:: model_drift
      :value: None



   .. py:attribute:: data_integrity
      :value: None



   .. py:attribute:: bias_violations
      :value: None



   .. py:attribute:: alerts
      :value: None



   .. py:attribute:: deprecated_keys


   .. py:method:: __repr__()


   .. 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