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Accuracy

Elliot integrates the following accuracy metrics.

Summary

.. py:module:: elliot.evaluation.metrics.accuracy

.. autosummary::
    AUC.auc.AUC
    AUC.gauc.GAUC
    AUC.lauc.LAUC
    DSC.dsc.DSC
    f1.f1.F1
    f1.extended_f1.ExtendedF1
    hit_rate.hit_rate.HR
    map.map.MAP
    mar.mar.MAR
    mrr.mrr.MRR
    ndcg.ndcg.NDCG
    precision.precision.Precision
    recall.recall.Recall

AUC

.. module:: elliot.evaluation.metrics.accuracy.AUC.auc

.. autoclass:: AUC
    :show-inheritance:

GAUC

.. module:: elliot.evaluation.metrics.accuracy.AUC.gauc

.. autoclass:: GAUC
    :show-inheritance:

LAUC

.. module:: elliot.evaluation.metrics.accuracy.AUC.lauc

.. autoclass:: LAUC
    :show-inheritance:

DSC

.. module:: elliot.evaluation.metrics.accuracy.DSC.dsc

.. autoclass:: DSC
    :show-inheritance:

F1

.. module:: elliot.evaluation.metrics.accuracy.f1.f1

.. autoclass:: F1
    :show-inheritance:

Extended F1

.. module:: elliot.evaluation.metrics.accuracy.f1.extended_f1

.. autoclass:: ExtendedF1
    :show-inheritance:

HR

.. module:: elliot.evaluation.metrics.accuracy.hit_rate.hit_rate

.. autoclass:: HR
    :show-inheritance:

MAP

.. module:: elliot.evaluation.metrics.accuracy.map.map

.. autoclass:: MAP
    :show-inheritance:

MAR

.. module:: elliot.evaluation.metrics.accuracy.mar.mar

.. autoclass:: MAR
    :show-inheritance:

MRR

.. module:: elliot.evaluation.metrics.accuracy.mrr.mrr

.. autoclass:: MRR
    :show-inheritance:

nDCG

.. module:: elliot.evaluation.metrics.accuracy.ndcg.ndcg

.. autoclass:: NDCG
    :show-inheritance:

Precision

.. module:: elliot.evaluation.metrics.accuracy.precision.precision

.. autoclass:: Precision
    :show-inheritance:

Recall

.. module:: elliot.evaluation.metrics.accuracy.recall.recall

.. autoclass:: Recall
    :show-inheritance: