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Fairness

Elliot integrates the following fairness metrics.

Summary

.. py:module:: elliot.evaluation.metrics.fairness

.. autosummary::
    BiasDisparity.BiasDisparityBD
    BiasDisparity.BiasDisparityBR
    BiasDisparity.BiasDisparityBS
    MAD.ItemMADranking.ItemMADranking
    MAD.ItemMADrating.ItemMADrating
    MAD.UserMADranking.UserMADranking
    MAD.UserMADrating.UserMADrating
    reo.reo.REO
    rsp.rsp.RSP

BiasDisparity BD

.. module:: elliot.evaluation.metrics.fairness.BiasDisparity.BiasDisparityBD

.. autoclass:: BiasDisparityBD
    :show-inheritance:

BiasDisparity BR

.. module:: elliot.evaluation.metrics.fairness.BiasDisparity.BiasDisparityBR

.. autoclass:: BiasDisparityBR
    :show-inheritance:

BiasDisparity BS

.. module:: elliot.evaluation.metrics.fairness.BiasDisparity.BiasDisparityBS

.. autoclass:: BiasDisparityBS
    :show-inheritance:

ItemMADranking

.. module:: elliot.evaluation.metrics.fairness.MAD.ItemMADranking

.. autoclass:: ItemMADranking
    :show-inheritance:

ItemMADrating

.. module:: elliot.evaluation.metrics.fairness.MAD.ItemMADrating

.. autoclass:: ItemMADrating
    :show-inheritance:

UserMADranking

.. module:: elliot.evaluation.metrics.fairness.MAD.UserMADranking

.. autoclass:: UserMADranking
    :show-inheritance:

UserMADrating

.. module:: elliot.evaluation.metrics.fairness.MAD.UserMADrating

.. autoclass:: UserMADrating
    :show-inheritance:

REO

.. module:: elliot.evaluation.metrics.fairness.reo.reo

.. autoclass:: REO
    :show-inheritance:

RSP

.. autoclass:: elliot.evaluation.metrics.fairness.rsp.rsp.RSP
    :show-inheritance: