.. _metrics_ref:

Metrics
=======

.. automodule:: imblearn.metrics
   :no-members:
   :no-inherited-members:

Classification metrics
----------------------
See the :ref:`metrics` section of the user guide for further details.

.. currentmodule:: imblearn.metrics

.. autosummary::
   :toctree: generated/
   :template: function.rst

   classification_report_imbalanced
   sensitivity_specificity_support
   sensitivity_score
   specificity_score
   geometric_mean_score
   macro_averaged_mean_absolute_error
   make_index_balanced_accuracy

Pairwise metrics
----------------
See the :ref:`pairwise_metrics` section of the user guide for further details.

.. automodule:: imblearn.metrics.pairwise
   :no-members:
   :no-inherited-members:

.. currentmodule:: imblearn.metrics.pairwise

.. autosummary::
   :toctree: generated/
   :template: class.rst

   ValueDifferenceMetric