:orphan:



.. _sphx_glr_auto_examples_basic:

Basic Examples
==============



.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example uses the &#x27;iris&#x27; dataset and performs a simple binary classification using a Suppor...">

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 .. figure:: /auto_examples/basic/images/thumb/sphx_glr_run_simple_binary_classification_thumb.png
     :alt: Simple Binary Classification

     :ref:`sphx_glr_auto_examples_basic_run_simple_binary_classification.py`

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    </div>


.. toctree::
   :hidden:

   /auto_examples/basic/run_simple_binary_classification

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example uses the &#x27;iris&#x27; dataset, performs simple binary classification using a Random Fore...">

.. only:: html

 .. figure:: /auto_examples/basic/images/thumb/sphx_glr_plot_inspect_random_forest_thumb.png
     :alt: Inspecting Random Forest models

     :ref:`sphx_glr_auto_examples_basic_plot_inspect_random_forest.py`

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    </div>


.. toctree::
   :hidden:

   /auto_examples/basic/plot_inspect_random_forest

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example uses the &#x27;iris&#x27; dataset and performs multiclass classification using a Support Vec...">

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 .. figure:: /auto_examples/basic/images/thumb/sphx_glr_plot_cm_acc_multiclass_thumb.png
     :alt: Multiclass Classification

     :ref:`sphx_glr_auto_examples_basic_plot_cm_acc_multiclass.py`

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    </div>


.. toctree::
   :hidden:

   /auto_examples/basic/plot_cm_acc_multiclass

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example uses the &#x27;fmri&#x27; dataset, performs simple binary classification using a Support Vec...">

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 .. figure:: /auto_examples/basic/images/thumb/sphx_glr_plot_groupcv_inspect_svm_thumb.png
     :alt: Inspecting SVM models

     :ref:`sphx_glr_auto_examples_basic_plot_groupcv_inspect_svm.py`

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    </div>


.. toctree::
   :hidden:

   /auto_examples/basic/plot_groupcv_inspect_svm

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    <div class="sphx-glr-thumbcontainer" tooltip="This example uses the &#x27;diabetes&#x27; data from sklearn datasets and performs a regression analysis ...">

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 .. figure:: /auto_examples/basic/images/thumb/sphx_glr_plot_example_regression_thumb.png
     :alt: Regression Analysis

     :ref:`sphx_glr_auto_examples_basic_plot_example_regression.py`

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    </div>


.. toctree::
   :hidden:

   /auto_examples/basic/plot_example_regression

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example uses the &#x27;iris&#x27; dataset, performs simple binary classification with and without co...">

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 .. figure:: /auto_examples/basic/images/thumb/sphx_glr_plot_confound_removal_classification_thumb.png
     :alt: Confound Removal (model comparison)

     :ref:`sphx_glr_auto_examples_basic_plot_confound_removal_classification.py`

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    </div>


.. toctree::
   :hidden:

   /auto_examples/basic/plot_confound_removal_classification
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    <div class="sphx-glr-clear"></div>



.. only :: html

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


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

    :download:`Download all examples in Python source code: basic_python.zip </auto_examples/basic/basic_python.zip>`



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

    :download:`Download all examples in Jupyter notebooks: basic_jupyter.zip </auto_examples/basic/basic_jupyter.zip>`


.. only:: html

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

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