Metrics
========

.. automodule:: cornac.metrics

++++++
Rating
++++++

Mean Absolute Error (MAE)
-------------------------
.. autoclass:: MAE

Mean Squared Error (MSE)
------------------------
.. autoclass:: MSE

Root Mean Squared Error (RMSE)
------------------------------
.. autoclass:: RMSE

+++++++
Ranking
+++++++

Area Under the Curve (AUC)
--------------------------
.. autoclass:: AUC

Fmeasure (F1)
-------------
.. autoclass:: FMeasure

Hit Ratio (HitRatio)
--------------------
.. autoclass:: HitRatio

Mean Average Precision (MAP)
----------------------------
.. autoclass:: MAP

Mean Reciprocal Rank (MRR)
--------------------------
.. autoclass:: MRR

Normalized Cumulative Reciprocal Rank (NCRR)
--------------------------------------------
.. autoclass:: NCRR

Normalized Discount Cumulative Gain (NDCG)
------------------------------------------
.. autoclass:: NDCG

Precision
---------
.. autoclass:: Precision

Recall
------
.. autoclass:: Recall