:orphan:

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



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


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    <div class="sphx-glr-thumbcontainer" tooltip="This notebook provides an overview for using and understanding the Model Info check.">

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  .. image:: /tabular/auto_checks/model_evaluation/images/thumb/sphx_glr_plot_model_info_thumb.png
    :alt:

  :ref:`sphx_glr_tabular_auto_checks_model_evaluation_plot_model_info.py`

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


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    <div class="sphx-glr-thumbcontainer" tooltip="Segment Performance">

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  .. image:: /tabular/auto_checks/model_evaluation/images/thumb/sphx_glr_plot_segment_performance_thumb.png
    :alt:

  :ref:`sphx_glr_tabular_auto_checks_model_evaluation_plot_segment_performance.py`

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


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    <div class="sphx-glr-thumbcontainer" tooltip="Structure:">

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  .. image:: /tabular/auto_checks/model_evaluation/images/thumb/sphx_glr_plot_unused_features_thumb.png
    :alt:

  :ref:`sphx_glr_tabular_auto_checks_model_evaluation_plot_unused_features.py`

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      <div class="sphx-glr-thumbnail-title">Unused Features</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="This notebook provides an overview for using and understanding the Performance Bias check.">

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  .. image:: /tabular/auto_checks/model_evaluation/images/thumb/sphx_glr_plot_performance_bias_thumb.png
    :alt:

  :ref:`sphx_glr_tabular_auto_checks_model_evaluation_plot_performance_bias.py`

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


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    <div class="sphx-glr-thumbcontainer" tooltip="Structure:">

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

  :ref:`sphx_glr_tabular_auto_checks_model_evaluation_plot_simple_model_comparison.py`

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      <div class="sphx-glr-thumbnail-title">Simple Model Comparison</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:: /tabular/auto_checks/model_evaluation/images/thumb/sphx_glr_plot_weak_segments_performance_thumb.png
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  :ref:`sphx_glr_tabular_auto_checks_model_evaluation_plot_weak_segments_performance.py`

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      <div class="sphx-glr-thumbnail-title">Weak Segments Performance</div>
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  .. image:: /tabular/auto_checks/model_evaluation/images/thumb/sphx_glr_plot_model_inference_time_thumb.png
    :alt:

  :ref:`sphx_glr_tabular_auto_checks_model_evaluation_plot_model_inference_time.py`

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      <div class="sphx-glr-thumbnail-title">Model Inference Time</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="This check is deprecated and will be removed in future versions, please use the tabular__regres...">

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  .. image:: /tabular/auto_checks/model_evaluation/images/thumb/sphx_glr_plot_regression_systematic_error_thumb.png
    :alt:

  :ref:`sphx_glr_tabular_auto_checks_model_evaluation_plot_regression_systematic_error.py`

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      <div class="sphx-glr-thumbnail-title">Regression Systematic Error</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="Structure:">

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

  :ref:`sphx_glr_tabular_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="Structure:">

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  .. image:: /tabular/auto_checks/model_evaluation/images/thumb/sphx_glr_plot_train_test_performance_thumb.png
    :alt:

  :ref:`sphx_glr_tabular_auto_checks_model_evaluation_plot_train_test_performance.py`

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      <div class="sphx-glr-thumbnail-title">Train Test Performance</div>
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    <div class="sphx-glr-thumbcontainer" tooltip=" Structure:">

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  .. image:: /tabular/auto_checks/model_evaluation/images/thumb/sphx_glr_plot_roc_report_thumb.png
    :alt:

  :ref:`sphx_glr_tabular_auto_checks_model_evaluation_plot_roc_report.py`

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      <div class="sphx-glr-thumbnail-title">ROC Report</div>
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  .. image:: /tabular/auto_checks/model_evaluation/images/thumb/sphx_glr_plot_regression_error_distribution_thumb.png
    :alt:

  :ref:`sphx_glr_tabular_auto_checks_model_evaluation_plot_regression_error_distribution.py`

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      <div class="sphx-glr-thumbnail-title">Regression Error Distribution</div>
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    <div class="sphx-glr-thumbcontainer" tooltip=" Structure:">

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  .. image:: /tabular/auto_checks/model_evaluation/images/thumb/sphx_glr_plot_confusion_matrix_report_thumb.png
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  :ref:`sphx_glr_tabular_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 boosting overfit check.">

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  .. image:: /tabular/auto_checks/model_evaluation/images/thumb/sphx_glr_plot_boosting_overfit_thumb.png
    :alt:

  :ref:`sphx_glr_tabular_auto_checks_model_evaluation_plot_boosting_overfit.py`

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      <div class="sphx-glr-thumbnail-title">Boosting Overfit</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="This notebook provides an overview for using and understanding the tabular prediction drift che...">

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

  :ref:`sphx_glr_tabular_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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  .. image:: /tabular/auto_checks/model_evaluation/images/thumb/sphx_glr_plot_calibration_score_thumb.png
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  :ref:`sphx_glr_tabular_auto_checks_model_evaluation_plot_calibration_score.py`

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      <div class="sphx-glr-thumbnail-title">Calibration Score</div>
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  .. image:: /tabular/auto_checks/model_evaluation/images/thumb/sphx_glr_plot_multi_model_performance_report_thumb.png
    :alt:

  :ref:`sphx_glr_tabular_auto_checks_model_evaluation_plot_multi_model_performance_report.py`

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      <div class="sphx-glr-thumbnail-title">Multi Model Performance Report</div>
    </div>


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    </div>


.. toctree::
   :hidden:

   /tabular/auto_checks/model_evaluation/plot_model_info
   /tabular/auto_checks/model_evaluation/plot_segment_performance
   /tabular/auto_checks/model_evaluation/plot_unused_features
   /tabular/auto_checks/model_evaluation/plot_performance_bias
   /tabular/auto_checks/model_evaluation/plot_simple_model_comparison
   /tabular/auto_checks/model_evaluation/plot_weak_segments_performance
   /tabular/auto_checks/model_evaluation/plot_model_inference_time
   /tabular/auto_checks/model_evaluation/plot_regression_systematic_error
   /tabular/auto_checks/model_evaluation/plot_single_dataset_performance
   /tabular/auto_checks/model_evaluation/plot_train_test_performance
   /tabular/auto_checks/model_evaluation/plot_roc_report
   /tabular/auto_checks/model_evaluation/plot_regression_error_distribution
   /tabular/auto_checks/model_evaluation/plot_confusion_matrix_report
   /tabular/auto_checks/model_evaluation/plot_boosting_overfit
   /tabular/auto_checks/model_evaluation/plot_prediction_drift
   /tabular/auto_checks/model_evaluation/plot_calibration_score
   /tabular/auto_checks/model_evaluation/plot_multi_model_performance_report


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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 </tabular/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 </tabular/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>`_