:mod:`aif360.metrics`.MDSSClassificationMetric
=====================================================

.. currentmodule:: aif360.metrics

.. autoclass:: MDSSClassificationMetric
   :members:

   
   
   .. rubric:: Methods

   .. autosummary::
      :nosignatures:
   
      
      
        ~MDSSClassificationMetric.accuracy
      
      
        ~MDSSClassificationMetric.average_abs_odds_difference
      
      
        ~MDSSClassificationMetric.average_odds_difference
      
      
        ~MDSSClassificationMetric.average_predictive_value_difference
      
      
        ~MDSSClassificationMetric.base_rate
      
      
        ~MDSSClassificationMetric.between_all_groups_coefficient_of_variation
      
      
        ~MDSSClassificationMetric.between_all_groups_generalized_entropy_index
      
      
        ~MDSSClassificationMetric.between_all_groups_theil_index
      
      
        ~MDSSClassificationMetric.between_group_coefficient_of_variation
      
      
        ~MDSSClassificationMetric.between_group_generalized_entropy_index
      
      
        ~MDSSClassificationMetric.between_group_theil_index
      
      
        ~MDSSClassificationMetric.binary_confusion_matrix
      
      
        ~MDSSClassificationMetric.coefficient_of_variation
      
      
        ~MDSSClassificationMetric.consistency
      
      
        ~MDSSClassificationMetric.difference
      
      
        ~MDSSClassificationMetric.differential_fairness_bias_amplification
      
      
        ~MDSSClassificationMetric.disparate_impact
      
      
        ~MDSSClassificationMetric.equal_opportunity_difference
      
      
        ~MDSSClassificationMetric.equalized_odds_difference
      
      
        ~MDSSClassificationMetric.error_rate
      
      
        ~MDSSClassificationMetric.error_rate_difference
      
      
        ~MDSSClassificationMetric.error_rate_ratio
      
      
        ~MDSSClassificationMetric.false_discovery_rate
      
      
        ~MDSSClassificationMetric.false_discovery_rate_difference
      
      
        ~MDSSClassificationMetric.false_discovery_rate_ratio
      
      
        ~MDSSClassificationMetric.false_negative_rate
      
      
        ~MDSSClassificationMetric.false_negative_rate_difference
      
      
        ~MDSSClassificationMetric.false_negative_rate_ratio
      
      
        ~MDSSClassificationMetric.false_omission_rate
      
      
        ~MDSSClassificationMetric.false_omission_rate_difference
      
      
        ~MDSSClassificationMetric.false_omission_rate_ratio
      
      
        ~MDSSClassificationMetric.false_positive_rate
      
      
        ~MDSSClassificationMetric.false_positive_rate_difference
      
      
        ~MDSSClassificationMetric.false_positive_rate_ratio
      
      
        ~MDSSClassificationMetric.generalized_binary_confusion_matrix
      
      
        ~MDSSClassificationMetric.generalized_entropy_index
      
      
        ~MDSSClassificationMetric.generalized_equalized_odds_difference
      
      
        ~MDSSClassificationMetric.generalized_false_negative_rate
      
      
        ~MDSSClassificationMetric.generalized_false_positive_rate
      
      
        ~MDSSClassificationMetric.generalized_true_negative_rate
      
      
        ~MDSSClassificationMetric.generalized_true_positive_rate
      
      
        ~MDSSClassificationMetric.mean_difference
      
      
        ~MDSSClassificationMetric.negative_predictive_value
      
      
        ~MDSSClassificationMetric.num_false_negatives
      
      
        ~MDSSClassificationMetric.num_false_positives
      
      
        ~MDSSClassificationMetric.num_generalized_false_negatives
      
      
        ~MDSSClassificationMetric.num_generalized_false_positives
      
      
        ~MDSSClassificationMetric.num_generalized_true_negatives
      
      
        ~MDSSClassificationMetric.num_generalized_true_positives
      
      
        ~MDSSClassificationMetric.num_instances
      
      
        ~MDSSClassificationMetric.num_negatives
      
      
        ~MDSSClassificationMetric.num_positives
      
      
        ~MDSSClassificationMetric.num_pred_negatives
      
      
        ~MDSSClassificationMetric.num_pred_positives
      
      
        ~MDSSClassificationMetric.num_true_negatives
      
      
        ~MDSSClassificationMetric.num_true_positives
      
      
        ~MDSSClassificationMetric.performance_measures
      
      
        ~MDSSClassificationMetric.positive_predictive_value
      
      
        ~MDSSClassificationMetric.power
      
      
        ~MDSSClassificationMetric.precision
      
      
        ~MDSSClassificationMetric.ratio
      
      
        ~MDSSClassificationMetric.recall
      
      
        ~MDSSClassificationMetric.rich_subgroup
      
      
        ~MDSSClassificationMetric.score_groups
      
      
        ~MDSSClassificationMetric.selection_rate
      
      
        ~MDSSClassificationMetric.sensitivity
      
      
        ~MDSSClassificationMetric.smoothed_empirical_differential_fairness
      
      
        ~MDSSClassificationMetric.specificity
      
      
        ~MDSSClassificationMetric.statistical_parity_difference
      
      
        ~MDSSClassificationMetric.theil_index
      
      
        ~MDSSClassificationMetric.true_negative_rate
      
      
        ~MDSSClassificationMetric.true_positive_rate
      
      
        ~MDSSClassificationMetric.true_positive_rate_difference