.. _sphx_glr_auto_examples_validation:

.. _Validation:

Validation
----------



.. raw:: html

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


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Whenever using some sort of algorithm that has fixed parameters already, for example from previ...">

.. only:: html

  .. image:: /auto_examples/validation/images/thumb/sphx_glr__01_validation_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_validation__01_validation.py`

.. raw:: html

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


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Whenever using some sort of trainable algorithm it is important to clearly separate the trainin...">

.. only:: html

  .. image:: /auto_examples/validation/images/thumb/sphx_glr__02_cross_validation_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_validation__02_cross_validation.py`

.. raw:: html

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


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Scorer or scoring functions are used in tpcp whenever we need to rank any form of output. For e...">

.. only:: html

  .. image:: /auto_examples/validation/images/thumb/sphx_glr__03_custom_scorer_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_validation__03_custom_scorer.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Custom Scorer</div>
    </div>


.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_examples/validation/_01_validation
   /auto_examples/validation/_02_cross_validation
   /auto_examples/validation/_03_custom_scorer