:orphan:

Model Evaluation
================


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    <div class="sphx-glr-thumbnails">


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    <div class="sphx-glr-thumbcontainer" tooltip="This notebooks provides an overview for using and understanding the confusion matrix check.">

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  .. image:: /vision/auto_checks/model_evaluation/images/thumb/sphx_glr_plot_confusion_matrix_thumb.png
    :alt:

  :ref:`sphx_glr_vision_auto_checks_model_evaluation_plot_confusion_matrix.py`

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      <div class="sphx-glr-thumbnail-title">Confusion Matrix</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="This notebooks provides an overview for using and understanding the mean average recall report ...">

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  .. image:: /vision/auto_checks/model_evaluation/images/thumb/sphx_glr_plot_mean_average_recall_report_thumb.png
    :alt:

  :ref:`sphx_glr_vision_auto_checks_model_evaluation_plot_mean_average_recall_report.py`

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      <div class="sphx-glr-thumbnail-title">Mean Average Recall Report</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="This notebooks provides an overview for using and understanding the mean average precision repo...">

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  .. image:: /vision/auto_checks/model_evaluation/images/thumb/sphx_glr_plot_mean_average_precision_report_thumb.png
    :alt:

  :ref:`sphx_glr_vision_auto_checks_model_evaluation_plot_mean_average_precision_report.py`

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      <div class="sphx-glr-thumbnail-title">Mean Average Precision Report</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="This notebooks provides an overview for using and understanding simple model comparison check.">

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  .. image:: /vision/auto_checks/model_evaluation/images/thumb/sphx_glr_plot_simple_model_comparison_thumb.png
    :alt:

  :ref:`sphx_glr_vision_auto_checks_model_evaluation_plot_simple_model_comparison.py`

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      <div class="sphx-glr-thumbnail-title">Simple Model Comparison</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="This notebooks provides an overview for using and understanding single dataset performance chec...">

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  .. image:: /vision/auto_checks/model_evaluation/images/thumb/sphx_glr_plot_single_dataset_performance_thumb.png
    :alt:

  :ref:`sphx_glr_vision_auto_checks_model_evaluation_plot_single_dataset_performance.py`

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      <div class="sphx-glr-thumbnail-title">Single Dataset Performance</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="This notebooks provides an overview for using and understanding the class performance check.">

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  .. image:: /vision/auto_checks/model_evaluation/images/thumb/sphx_glr_plot_class_performance_thumb.png
    :alt:

  :ref:`sphx_glr_vision_auto_checks_model_evaluation_plot_class_performance.py`

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      <div class="sphx-glr-thumbnail-title">Class Performance</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="This notebook provides an overview for using and understanding the weak segment performance che...">

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  .. image:: /vision/auto_checks/model_evaluation/images/thumb/sphx_glr_plot_weak_segments_performance_thumb.png
    :alt:

  :ref:`sphx_glr_vision_auto_checks_model_evaluation_plot_weak_segments_performance.py`

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      <div class="sphx-glr-thumbnail-title">Weak Segments Performance</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="This notebooks provides an overview for using and understanding the vision prediction drift che...">

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  .. image:: /vision/auto_checks/model_evaluation/images/thumb/sphx_glr_plot_prediction_drift_thumb.png
    :alt:

  :ref:`sphx_glr_vision_auto_checks_model_evaluation_plot_prediction_drift.py`

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      <div class="sphx-glr-thumbnail-title">Prediction Drift</div>
    </div>


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    </div>


.. toctree::
   :hidden:

   /vision/auto_checks/model_evaluation/plot_confusion_matrix
   /vision/auto_checks/model_evaluation/plot_mean_average_recall_report
   /vision/auto_checks/model_evaluation/plot_mean_average_precision_report
   /vision/auto_checks/model_evaluation/plot_simple_model_comparison
   /vision/auto_checks/model_evaluation/plot_single_dataset_performance
   /vision/auto_checks/model_evaluation/plot_class_performance
   /vision/auto_checks/model_evaluation/plot_weak_segments_performance
   /vision/auto_checks/model_evaluation/plot_prediction_drift


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  .. container:: sphx-glr-footer sphx-glr-footer-gallery

    .. container:: sphx-glr-download sphx-glr-download-python

      :download:`Download all examples in Python source code: model_evaluation_python.zip </vision/auto_checks/model_evaluation/model_evaluation_python.zip>`

    .. container:: sphx-glr-download sphx-glr-download-jupyter

      :download:`Download all examples in Jupyter notebooks: model_evaluation_jupyter.zip </vision/auto_checks/model_evaluation/model_evaluation_jupyter.zip>`


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 .. rst-class:: sphx-glr-signature

    `Gallery generated by Sphinx-Gallery <https://sphinx-gallery.github.io>`_