.. _learn_metrics_ref:

Metrics
=======

Classification Metrics
----------------------

.. currentmodule:: maxframe.learn

.. autosummary::
    :toctree: generated/

    metrics.accuracy_score
    metrics.auc
    metrics.f1_score
    metrics.fbeta_score
    metrics.log_loss
    metrics.multilabel_confusion_matrix
    metrics.precision_recall_fscore_support
    metrics.precision_score
    metrics.recall_score
    metrics.roc_auc_score
    metrics.roc_curve

Regression Metrics
------------------

.. currentmodule:: maxframe.learn

.. autosummary::
    :toctree: generated/

    metrics.r2_score

Pairwise metrics
----------------

.. currentmodule:: maxframe.learn

.. autosummary::
    :toctree: generated/

    metrics.pairwise.cosine_distances
    metrics.pairwise.cosine_similarity
    metrics.pairwise.euclidean_distances
    metrics.pairwise.haversine_distances
    metrics.pairwise.manhattan_distances
    metrics.pairwise.rbf_kernel
    metrics.pairwise_distances