dataeval.metrics.bias
=====================

.. py:module:: dataeval.metrics.bias

.. autoapi-nested-parse::

   Bias metrics check for skewed or imbalanced datasets and incomplete feature
   representation which may impact model performance.



Classes
-------

.. toctree::
   :hidden:

   /reference/dataeval/metrics/bias/BalanceOutput
   /reference/dataeval/metrics/bias/CoverageOutput
   /reference/dataeval/metrics/bias/DiversityOutput
   /reference/dataeval/metrics/bias/ParityOutput

.. autoapisummary::

   dataeval.metrics.bias.BalanceOutput
   dataeval.metrics.bias.CoverageOutput
   dataeval.metrics.bias.DiversityOutput
   dataeval.metrics.bias.ParityOutput


Functions
---------

.. toctree::
   :hidden:

   /reference/dataeval/metrics/bias/balance
   /reference/dataeval/metrics/bias/coverage
   /reference/dataeval/metrics/bias/diversity
   /reference/dataeval/metrics/bias/label_parity
   /reference/dataeval/metrics/bias/parity

.. autoapisummary::

   dataeval.metrics.bias.balance
   dataeval.metrics.bias.coverage
   dataeval.metrics.bias.diversity
   dataeval.metrics.bias.label_parity
   dataeval.metrics.bias.parity