.. 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 ` 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 ` .. container:: sphx-glr-download sphx-glr-download-jupyter :download:`Download Jupyter notebook: plot_changed_only_pprint_parameter.ipynb ` .. only:: html .. rst-class:: sphx-glr-signature `Gallery generated by Sphinx-Gallery `_