:mod:`aif360.metrics`.SampleDistortionMetric
===================================================

.. currentmodule:: aif360.metrics

.. autoclass:: SampleDistortionMetric
   :members:

   
   
   .. rubric:: Methods

   .. autosummary::
      :nosignatures:
   
      
      
        ~SampleDistortionMetric.average
      
      
        ~SampleDistortionMetric.average_euclidean_distance
      
      
        ~SampleDistortionMetric.average_mahalanobis_distance
      
      
        ~SampleDistortionMetric.average_manhattan_distance
      
      
        ~SampleDistortionMetric.difference
      
      
        ~SampleDistortionMetric.euclidean_distance
      
      
        ~SampleDistortionMetric.mahalanobis_distance
      
      
        ~SampleDistortionMetric.manhattan_distance
      
      
        ~SampleDistortionMetric.maximum
      
      
        ~SampleDistortionMetric.maximum_euclidean_distance
      
      
        ~SampleDistortionMetric.maximum_mahalanobis_distance
      
      
        ~SampleDistortionMetric.maximum_manhattan_distance
      
      
        ~SampleDistortionMetric.mean_euclidean_distance_difference
      
      
        ~SampleDistortionMetric.mean_euclidean_distance_ratio
      
      
        ~SampleDistortionMetric.mean_mahalanobis_distance_difference
      
      
        ~SampleDistortionMetric.mean_mahalanobis_distance_ratio
      
      
        ~SampleDistortionMetric.mean_manhattan_distance_difference
      
      
        ~SampleDistortionMetric.mean_manhattan_distance_ratio
      
      
        ~SampleDistortionMetric.num_instances
      
      
        ~SampleDistortionMetric.ratio
      
      
        ~SampleDistortionMetric.total
      
      
        ~SampleDistortionMetric.total_euclidean_distance
      
      
        ~SampleDistortionMetric.total_mahalanobis_distance
      
      
        ~SampleDistortionMetric.total_manhattan_distance