.. _sphx_glr_auto_examples_classification:

.. _classification_examples:

Classification algorithms
-------------------------

Classification algorithms can directly classify raw time series.



.. raw:: html

    <div class="sphx-glr-thumbnails">


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    <div class="sphx-glr-thumbcontainer" tooltip="This example shows how the BOSSVS algorithm transforms a dataset consisting of time series and ...">

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  .. image:: /auto_examples/classification/images/thumb/sphx_glr_plot_bossvs_thumb.png
    :alt: Bag-of-SFA Symbols in Vector Space (BOSSVS)

  :ref:`sphx_glr_auto_examples_classification_plot_bossvs.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Bag-of-SFA Symbols in Vector Space (BOSSVS)</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="This example illustrates what the LearningShapelets algorithm learns in the training phase. A s...">

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  .. image:: /auto_examples/classification/images/thumb/sphx_glr_plot_learning_shapelets_thumb.png
    :alt: Learning Time-Series Shapelets

  :ref:`sphx_glr_auto_examples_classification_plot_learning_shapelets.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Learning Time-Series Shapelets</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example shows how the SAX-VSM algorithm transforms a dataset consisting of time series and...">

.. only:: html

  .. image:: /auto_examples/classification/images/thumb/sphx_glr_plot_saxvsm_thumb.png
    :alt: Symbolic Aggregate approXimation in Vector Space Model (SAX-VSM)

  :ref:`sphx_glr_auto_examples_classification_plot_saxvsm.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Symbolic Aggregate approXimation in Vector Space Model (SAX-VSM)</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="This example illustrates the feature importance scores of the final random forest classifier of...">

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  .. image:: /auto_examples/classification/images/thumb/sphx_glr_plot_tsbf_thumb.png
    :alt: Time Series Bag-of-Features

  :ref:`sphx_glr_auto_examples_classification_plot_tsbf.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Time Series Bag-of-Features</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example illustrates which information is considered important by the algorithm in order to...">

.. only:: html

  .. image:: /auto_examples/classification/images/thumb/sphx_glr_plot_time_series_forest_thumb.png
    :alt: Time Series Forest

  :ref:`sphx_glr_auto_examples_classification_plot_time_series_forest.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Time Series Forest</div>
    </div>


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    </div>


.. toctree::
   :hidden:

   /auto_examples/classification/plot_bossvs
   /auto_examples/classification/plot_learning_shapelets
   /auto_examples/classification/plot_saxvsm
   /auto_examples/classification/plot_tsbf
   /auto_examples/classification/plot_time_series_forest