.. DO NOT EDIT.
.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY.
.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE:
.. "auto_examples/miscellaneous/plot_changed_only_pprint_parameter.py"
.. LINE NUMBERS ARE GIVEN BELOW.

.. only:: html

    .. note::
        :class: sphx-glr-download-link-note

        Click :ref:`here <sphx_glr_download_auto_examples_miscellaneous_plot_changed_only_pprint_parameter.py>`
        to download the full example code or to run this example in your browser via Binder

.. rst-class:: sphx-glr-example-title

.. _sphx_glr_auto_examples_miscellaneous_plot_changed_only_pprint_parameter.py:


=================================
Compact estimator representations
=================================

This example illustrates the use of the print_changed_only global parameter.

Setting print_changed_only to True will alternate the representation of
estimators to only show the parameters that have been set to non-default
values. This can be used to have more compact representations.

.. GENERATED FROM PYTHON SOURCE LINES 12-31




.. rst-class:: sphx-glr-script-out

 Out:

 .. code-block:: none


    Default representation:
    LogisticRegression(penalty='l1')

    With changed_only option:
    LogisticRegression(penalty='l1')






|

.. code-block:: default

    print(__doc__)

    from sklearn.linear_model import LogisticRegression
    from sklearn import set_config


    lr = LogisticRegression(penalty='l1')
    print('Default representation:')
    print(lr)
    # LogisticRegression(C=1.0, class_weight=None, dual=False, fit_intercept=True,
    #                    intercept_scaling=1, l1_ratio=None, max_iter=100,
    #                    multi_class='auto', n_jobs=None, penalty='l1',
    #                    random_state=None, solver='warn', tol=0.0001, verbose=0,
    #                    warm_start=False)

    set_config(print_changed_only=True)
    print('\nWith changed_only option:')
    print(lr)
    # LogisticRegression(penalty='l1')


.. rst-class:: sphx-glr-timing

   **Total running time of the script:** ( 0 minutes  0.002 seconds)


.. _sphx_glr_download_auto_examples_miscellaneous_plot_changed_only_pprint_parameter.py:


.. only :: html

 .. container:: sphx-glr-footer
    :class: sphx-glr-footer-example


  .. container:: binder-badge

    .. image:: images/binder_badge_logo.svg
      :target: https://mybinder.org/v2/gh/scikit-learn/scikit-learn/0.24.X?urlpath=lab/tree/notebooks/auto_examples/miscellaneous/plot_changed_only_pprint_parameter.ipynb
      :alt: Launch binder
      :width: 150 px


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

     :download:`Download Python source code: plot_changed_only_pprint_parameter.py <plot_changed_only_pprint_parameter.py>`



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

     :download:`Download Jupyter notebook: plot_changed_only_pprint_parameter.ipynb <plot_changed_only_pprint_parameter.ipynb>`


.. only:: html

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

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