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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

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
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