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



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  .. image:: /nlp/auto_checks/model_evaluation/images/thumb/sphx_glr_plot_single_dataset_performance_thumb.png
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  :ref:`sphx_glr_nlp_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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  .. image:: /nlp/auto_checks/model_evaluation/images/thumb/sphx_glr_plot_confusion_matrix_report_thumb.png
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  :ref:`sphx_glr_nlp_auto_checks_model_evaluation_plot_confusion_matrix_report.py`

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      <div class="sphx-glr-thumbnail-title">Confusion Matrix Report</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="This notebook provides an overview for using and understanding the property segment performance...">

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  .. image:: /nlp/auto_checks/model_evaluation/images/thumb/sphx_glr_plot_property_segments_performance_thumb.png
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  :ref:`sphx_glr_nlp_auto_checks_model_evaluation_plot_property_segments_performance.py`

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      <div class="sphx-glr-thumbnail-title">Property Segments Performance</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="This notebook provides an overview for using and understanding the metadata segment performance...">

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  .. image:: /nlp/auto_checks/model_evaluation/images/thumb/sphx_glr_plot_metadata_segments_performance_thumb.png
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  :ref:`sphx_glr_nlp_auto_checks_model_evaluation_plot_metadata_segments_performance.py`

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      <div class="sphx-glr-thumbnail-title">Metadata Segments Performance</div>
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  .. image:: /nlp/auto_checks/model_evaluation/images/thumb/sphx_glr_plot_train_test_performance_thumb.png
    :alt:

  :ref:`sphx_glr_nlp_auto_checks_model_evaluation_plot_train_test_performance.py`

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      <div class="sphx-glr-thumbnail-title">Train Test Performance for NLP Models</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="This notebook provides an overview for using and understanding the NLP prediction drift check.">

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  .. image:: /nlp/auto_checks/model_evaluation/images/thumb/sphx_glr_plot_prediction_drift_thumb.png
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  :ref:`sphx_glr_nlp_auto_checks_model_evaluation_plot_prediction_drift.py`

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      <div class="sphx-glr-thumbnail-title">Prediction Drift</div>
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.. toctree::
   :hidden:

   /nlp/auto_checks/model_evaluation/plot_single_dataset_performance
   /nlp/auto_checks/model_evaluation/plot_confusion_matrix_report
   /nlp/auto_checks/model_evaluation/plot_property_segments_performance
   /nlp/auto_checks/model_evaluation/plot_metadata_segments_performance
   /nlp/auto_checks/model_evaluation/plot_train_test_performance
   /nlp/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 </nlp/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 </nlp/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>`_