.. _sphx_glr_auto_examples_model_evaluation:

Model evaluation
----------------

These examples illustrate how skore can help data scientists to improve their
machine learning modelling thanks to diagnostics.



.. raw:: html

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

.. thumbnail-parent-div-open

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    <div class="sphx-glr-thumbcontainer" tooltip="This example illustrates the motivation and the use of skore&#x27;s skore.CrossValidationReporter to get assistance when developing ML/DS projects.">

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  .. image:: /auto_examples/model_evaluation/images/thumb/sphx_glr_plot_cross_validate_thumb.svg
    :alt:

  :ref:`sphx_glr_auto_examples_model_evaluation_plot_cross_validate.py`

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      <div class="sphx-glr-thumbnail-title">Cross-validation</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="This example shows how the skore.EstimatorReport class can be used to quickly get insights from any scikit-learn estimator.">

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  .. image:: /auto_examples/model_evaluation/images/thumb/sphx_glr_plot_estimator_report_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_model_evaluation_plot_estimator_report.py`

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      <div class="sphx-glr-thumbnail-title">Get insights from any scikit-learn estimator</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="This example illustrates the motivation and the use of skore&#x27;s skore.train_test_split to get assistance when developing ML/DS projects.">

.. only:: html

  .. image:: /auto_examples/model_evaluation/images/thumb/sphx_glr_plot_train_test_split_thumb.svg
    :alt:

  :ref:`sphx_glr_auto_examples_model_evaluation_plot_train_test_split.py`

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      <div class="sphx-glr-thumbnail-title">Train-test split</div>
    </div>


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    </div>


.. toctree::
   :hidden:

   /auto_examples/model_evaluation/plot_cross_validate
   /auto_examples/model_evaluation/plot_estimator_report
   /auto_examples/model_evaluation/plot_train_test_split