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.. _sphx_glr_examples:



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    <div style='clear:both'></div>



.. _sphx_glr_examples_classifiers:

.. _classifier_examples:

Classifiers
===========

Examples of the application of classifiers in fuzzy-rough-learn.



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    <div class="sphx-glr-thumbcontainer" tooltip="The figures contain the training instances within a section of the selected feature space. The ...">

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    .. figure:: /examples/classifiers/images/thumb/sphx_glr_frovoco_thumb.png

        :ref:`sphx_glr_examples_classifiers_frovoco.py`

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    </div>


.. toctree::
   :hidden:

   /examples/classifiers/frovoco

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    <div class="sphx-glr-thumbcontainer" tooltip="The figures contain the training instances within a section of the selected feature space. The ...">

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    .. figure:: /examples/classifiers/images/thumb/sphx_glr_frnn_thumb.png

        :ref:`sphx_glr_examples_classifiers_frnn.py`

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    </div>


.. toctree::
   :hidden:

   /examples/classifiers/frnn

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    <div class="sphx-glr-thumbcontainer" tooltip="The figures contain training instances within a section of the feature space. The training inst...">

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    .. figure:: /examples/classifiers/images/thumb/sphx_glr_fronec_thumb.png

        :ref:`sphx_glr_examples_classifiers_fronec.py`

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    </div>


.. toctree::
   :hidden:

   /examples/classifiers/fronec
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    <div style='clear:both'></div>



.. _sphx_glr_examples_data_descriptors:

.. _data_descriptor_examples:

Data descriptors
================

Examples of the application of data descriptors in fuzzy-rough-learn.



.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Data descriptors generalise knowledge about a target class of data to the whole attribute space...">

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    .. figure:: /examples/data_descriptors/images/thumb/sphx_glr_one_class_classification_thumb.png

        :ref:`sphx_glr_examples_data_descriptors_one_class_classification.py`

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    </div>


.. toctree::
   :hidden:

   /examples/data_descriptors/one_class_classification
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    <div style='clear:both'></div>



.. _sphx_glr_examples_preprocessors:

.. _preprocessor_examples:

Preprocessors
=============

Examples of the application of preprocessors in fuzzy-rough-learn.



.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Sample usage of FRFS feature selection, demonstrated in combination with (strict) FRNN classifi...">

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    .. figure:: /examples/preprocessors/images/thumb/sphx_glr_frfs_thumb.png

        :ref:`sphx_glr_examples_preprocessors_frfs.py`

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    </div>


.. toctree::
   :hidden:

   /examples/preprocessors/frfs

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Sample usage of FRPS preprocessing, demonstrated in combination with (strict) FRNN classificati...">

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    .. figure:: /examples/preprocessors/images/thumb/sphx_glr_frps_thumb.png

        :ref:`sphx_glr_examples_preprocessors_frps.py`

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    </div>


.. toctree::
   :hidden:

   /examples/preprocessors/frps
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    <div style='clear:both'></div>



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


  .. container:: sphx-glr-download

    :download:`Download all examples in Python source code: examples_python.zip <//home/oliver/code/fuzzy-rough-learn/doc/examples/examples_python.zip>`



  .. container:: sphx-glr-download

    :download:`Download all examples in Jupyter notebooks: examples_jupyter.zip <//home/oliver/code/fuzzy-rough-learn/doc/examples/examples_jupyter.zip>`


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

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