:orphan:

Train Test Validation
=====================


.. raw:: html

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


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This page provides an overview for using and understanding the &quot;String Mismatch Comparison&quot; che...">

.. only:: html

  .. image:: /tabular/auto_checks/train_test_validation/images/thumb/sphx_glr_plot_string_mismatch_comparison_thumb.png
    :alt:

  :ref:`sphx_glr_tabular_auto_checks_train_test_validation_plot_string_mismatch_comparison.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">String Mismatch Comparison</div>
    </div>


.. raw:: html

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

.. only:: html

  .. image:: /tabular/auto_checks/train_test_validation/images/thumb/sphx_glr_plot_train_test_samples_mix_thumb.png
    :alt:

  :ref:`sphx_glr_tabular_auto_checks_train_test_validation_plot_train_test_samples_mix.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Train Test Samples Mix</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="New Label">

.. only:: html

  .. image:: /tabular/auto_checks/train_test_validation/images/thumb/sphx_glr_plot_new_label_train_test_thumb.png
    :alt:

  :ref:`sphx_glr_tabular_auto_checks_train_test_validation_plot_new_label_train_test.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">New Label</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Datasets Size Comparison">

.. only:: html

  .. image:: /tabular/auto_checks/train_test_validation/images/thumb/sphx_glr_plot_datasets_size_comparison_thumb.png
    :alt:

  :ref:`sphx_glr_tabular_auto_checks_train_test_validation_plot_datasets_size_comparison.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Datasets Size Comparison</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="New Category">

.. only:: html

  .. image:: /tabular/auto_checks/train_test_validation/images/thumb/sphx_glr_plot_new_category_train_test_thumb.png
    :alt:

  :ref:`sphx_glr_tabular_auto_checks_train_test_validation_plot_new_category_train_test.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">New Category</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Index Leakage">

.. only:: html

  .. image:: /tabular/auto_checks/train_test_validation/images/thumb/sphx_glr_plot_index_leakage_thumb.png
    :alt:

  :ref:`sphx_glr_tabular_auto_checks_train_test_validation_plot_index_leakage.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Index Leakage</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This notebook provides an overview for using and understanding the &quot;Feature Label Correlation C...">

.. only:: html

  .. image:: /tabular/auto_checks/train_test_validation/images/thumb/sphx_glr_plot_feature_label_correlation_change_thumb.png
    :alt:

  :ref:`sphx_glr_tabular_auto_checks_train_test_validation_plot_feature_label_correlation_change.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Feature Label Correlation Change</div>
    </div>


.. raw:: html

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

.. only:: html

  .. image:: /tabular/auto_checks/train_test_validation/images/thumb/sphx_glr_plot_multivariate_drift_thumb.png
    :alt:

  :ref:`sphx_glr_tabular_auto_checks_train_test_validation_plot_multivariate_drift.py`

.. raw:: html

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


.. raw:: html

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

.. only:: html

  .. image:: /tabular/auto_checks/train_test_validation/images/thumb/sphx_glr_plot_label_drift_thumb.png
    :alt:

  :ref:`sphx_glr_tabular_auto_checks_train_test_validation_plot_label_drift.py`

.. raw:: html

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


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Date Train Test Leakage Overlap">

.. only:: html

  .. image:: /tabular/auto_checks/train_test_validation/images/thumb/sphx_glr_plot_date_train_test_leakage_overlap_thumb.png
    :alt:

  :ref:`sphx_glr_tabular_auto_checks_train_test_validation_plot_date_train_test_leakage_overlap.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Date Train Test Leakage Overlap</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Date Train Test Leakage Duplicates">

.. only:: html

  .. image:: /tabular/auto_checks/train_test_validation/images/thumb/sphx_glr_plot_date_train_test_leakage_duplicates_thumb.png
    :alt:

  :ref:`sphx_glr_tabular_auto_checks_train_test_validation_plot_date_train_test_leakage_duplicates.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Date Train Test Leakage Duplicates</div>
    </div>


.. raw:: html

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

.. only:: html

  .. image:: /tabular/auto_checks/train_test_validation/images/thumb/sphx_glr_plot_feature_drift_thumb.png
    :alt:

  :ref:`sphx_glr_tabular_auto_checks_train_test_validation_plot_feature_drift.py`

.. raw:: html

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


.. raw:: html

    </div>


.. toctree::
   :hidden:

   /tabular/auto_checks/train_test_validation/plot_string_mismatch_comparison
   /tabular/auto_checks/train_test_validation/plot_train_test_samples_mix
   /tabular/auto_checks/train_test_validation/plot_new_label_train_test
   /tabular/auto_checks/train_test_validation/plot_datasets_size_comparison
   /tabular/auto_checks/train_test_validation/plot_new_category_train_test
   /tabular/auto_checks/train_test_validation/plot_index_leakage
   /tabular/auto_checks/train_test_validation/plot_feature_label_correlation_change
   /tabular/auto_checks/train_test_validation/plot_multivariate_drift
   /tabular/auto_checks/train_test_validation/plot_label_drift
   /tabular/auto_checks/train_test_validation/plot_date_train_test_leakage_overlap
   /tabular/auto_checks/train_test_validation/plot_date_train_test_leakage_duplicates
   /tabular/auto_checks/train_test_validation/plot_feature_drift


.. only:: html

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

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

      :download:`Download all examples in Python source code: train_test_validation_python.zip </tabular/auto_checks/train_test_validation/train_test_validation_python.zip>`

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

      :download:`Download all examples in Jupyter notebooks: train_test_validation_jupyter.zip </tabular/auto_checks/train_test_validation/train_test_validation_jupyter.zip>`


.. only:: html

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

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