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

.. only:: html

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

        Click :ref:`here <sphx_glr_download_checks_gallery_tabular_overview_plot_model_info.py>`
        to download the full example code

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

.. _sphx_glr_checks_gallery_tabular_overview_plot_model_info.py:


Model Info
**********

.. GENERATED FROM PYTHON SOURCE LINES 8-13

.. code-block:: default


    from sklearn.ensemble import AdaBoostClassifier

    from deepchecks.tabular.checks.overview import ModelInfo








.. GENERATED FROM PYTHON SOURCE LINES 14-16

.. code-block:: default

    clf = AdaBoostClassifier(learning_rate=1.2)
    ModelInfo().run(clf)





.. raw:: html

    <div class="output_subarea output_html rendered_html output_result">

    <script
        src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.6/require.min.js"
        integrity="sha512-c3Nl8+7g4LMSTdrm621y7kf9v3SDPnhxLNhcjFJbKECVnmZHTdo+IRO05sNLTH/D3vA6u1X32ehoLC7WFVdheg=="
        crossorigin="anonymous"
        referrerpolicy="no-referrer">
    </script>

    <script type="text/javascript">window.PlotlyConfig = {MathJaxConfig: 'local'};</script>
    <script type="text/javascript">if (window.MathJax) {MathJax.Hub.Config({SVG: {font: "STIX-Web"}});}</script>
    <script type="text/javascript">
        if (typeof require !== 'undefined') {
            require.undef("plotly");
            requirejs.config({
                paths: {'plotly': ['https://cdn.plot.ly/plotly-2.8.3.min']}
            });
            require(
                ['plotly'],
                function(Plotly) {
                    window._Plotly = Plotly;
                    window.Plotly = Plotly;
                    console.log('Loaded plotly successfully');
                },
                function() {console.log('Failed to load plotly')}
            );
        } else {
            console.log('requirejs is not present');
        }
    </script>
    <h4><b>Model Info</b></h4><p>Summarize given model parameters.</p><h5><b>Additional Outputs</b></h5><div>Model Type: AdaBoostClassifier</div><style type="text/css">
    #T_36004 table {
      text-align: left;
      white-space: pre-wrap;
    }
    #T_36004 thead {
      text-align: left;
      white-space: pre-wrap;
    }
    #T_36004 tbody {
      text-align: left;
      white-space: pre-wrap;
    }
    #T_36004 th {
      text-align: left;
      white-space: pre-wrap;
    }
    #T_36004 td {
      text-align: left;
      white-space: pre-wrap;
    }
    #T_36004_row2_col0, #T_36004_row2_col1, #T_36004_row2_col2 {
      background-color: lightblue;
    }
    </style>
    <table id="T_36004">
      <thead>
        <tr>
          <th id="T_36004_level0_col0" class="col_heading level0 col0" >Parameter</th>
          <th id="T_36004_level0_col1" class="col_heading level0 col1" >Value</th>
          <th id="T_36004_level0_col2" class="col_heading level0 col2" >Default</th>
        </tr>
      </thead>
      <tbody>
        <tr>
          <td id="T_36004_row0_col0" class="data row0 col0" >algorithm</td>
          <td id="T_36004_row0_col1" class="data row0 col1" >SAMME.R</td>
          <td id="T_36004_row0_col2" class="data row0 col2" >SAMME.R</td>
        </tr>
        <tr>
          <td id="T_36004_row1_col0" class="data row1 col0" >base_estimator</td>
          <td id="T_36004_row1_col1" class="data row1 col1" >None</td>
          <td id="T_36004_row1_col2" class="data row1 col2" >None</td>
        </tr>
        <tr>
          <td id="T_36004_row2_col0" class="data row2 col0" >learning_rate</td>
          <td id="T_36004_row2_col1" class="data row2 col1" >1.20</td>
          <td id="T_36004_row2_col2" class="data row2 col2" >1.00</td>
        </tr>
        <tr>
          <td id="T_36004_row3_col0" class="data row3 col0" >n_estimators</td>
          <td id="T_36004_row3_col1" class="data row3 col1" >50</td>
          <td id="T_36004_row3_col2" class="data row3 col2" >50</td>
        </tr>
        <tr>
          <td id="T_36004_row4_col0" class="data row4 col0" >random_state</td>
          <td id="T_36004_row4_col1" class="data row4 col1" >None</td>
          <td id="T_36004_row4_col2" class="data row4 col2" >None</td>
        </tr>
      </tbody>
    </table>
    <div><p style="font-size:0.7em"><i>Colored rows are parameters with non-default values</i></p></div>
    </div>
    <br />
    <br />


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

   **Total running time of the script:** ( 0 minutes  0.016 seconds)


.. _sphx_glr_download_checks_gallery_tabular_overview_plot_model_info.py:


.. only :: html

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



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

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



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

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


.. only:: html

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

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