Evaluation and metrics
======================

This page covers performance and fairness evaluation helpers and their bootstrap variants.

Performance metrics
-------------------

.. autofunction:: error_parity.evaluation.evaluate_performance

Fairness metrics
----------------

.. autofunction:: error_parity.evaluation.evaluate_fairness

End-to-end evaluation
---------------------

.. autofunction:: error_parity.evaluation.evaluate_predictions

Bootstrap estimates
-------------------

.. autofunction:: error_parity.evaluation.evaluate_predictions_bootstrap