.. _sphx_glr_examples_classification_3-scientific-articles:

.. _classification_examples_3:

3. Simulations from scientific articles
---------------------------------------

The following examples reproduce the simulations from the scientific
articles that present the methods implemented
in MAPIE for classification settings.


.. raw:: html

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

.. thumbnail-parent-div-open

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="We use SplitConformalClassifier to reproduce Example 7 from Sadinle et al. (2019).">

.. only:: html

  .. image:: /examples_classification/3-scientific-articles/images/thumb/sphx_glr_plot_sadinle2019_example_thumb.png
    :alt:

  :ref:`sphx_glr_examples_classification_3-scientific-articles_plot_sadinle2019_example.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Least Ambiguous Set-Valued Classifiers with Bounded Error Levels, Sadinle et al. (2019)</div>
    </div>


.. thumbnail-parent-div-close

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /examples_classification/3-scientific-articles/plot_sadinle2019_example