fairscoring.metrics
===================

.. py:module:: fairscoring.metrics

.. autoapi-nested-parse::

   A collection fairness metrics to measure the bias of scores.

   The package consists of multiple classes that cover different fairness concepts and distance metrics.
   A concrete fairness metric is an instance of these classes with a concrete parametrization.

   There are recommended default instances are already included:

   ==================  =========================
   Metric              Bias
   ==================  =========================
   :const:`bias_cal`   Calibration Bias
   :const:`bias_ind`   Independence Bias
   :const:`bias_eo`    Equal Opportunity Bias
   :const:`bias_pe`    Predictive Equality Bias
   ==================  =========================



Submodules
----------

.. toctree::
   :maxdepth: 1

   /autoapi/fairscoring/metrics/roc/index