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    .figure {
        float: left;
        margin: 10px;
        width: auto;
        height: 200px;
        width: 180px;
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    .figure img {
        display: inline;
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    .figure .caption {
        width: 170px;
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.. _book_fig_chapter9:

Chapter 9: Classification
-------------------------
This chapter covers supervised classification of data, using a number of
generative and discriminative classifiers.




.. toctree::
   :maxdepth: 2






.. toctree::
   :hidden:

   ./fig_bayes_DB

   ./fig_simple_naivebayes

   ./fig_rrlyrae_naivebayes

   ./fig_rrlyrae_lda

   ./fig_rrlyrae_qda

   ./fig_rrlyrae_GMMbayes

   ./fig_rrlyrae_knn

   ./fig_rrlyrae_logreg

   ./fig_svm_diagram

   ./fig_rrlyrae_svm

   ./fig_rrlyrae_kernelsvm

   ./fig_rrlyrae_treevis

   ./fig_rrlyrae_decisiontree

   ./fig_photoz_tree

   ./fig_photoz_forest

   ./fig_photoz_boosting

   ./fig_ROC_curve

   ./fig_star_quasar_ROC



.. figure:: ./../images/chapter9/fig_bayes_DB_1_thumb.png
    :target: ./fig_bayes_DB.html
    :align: center

    :ref:`book_fig_chapter9_fig_bayes_DB`

.. figure:: ./../images/chapter9/fig_simple_naivebayes_1_thumb.png
    :target: ./fig_simple_naivebayes.html
    :align: center

    :ref:`book_fig_chapter9_fig_simple_naivebayes`

.. figure:: ./../images/chapter9/fig_rrlyrae_naivebayes_1_thumb.png
    :target: ./fig_rrlyrae_naivebayes.html
    :align: center

    :ref:`book_fig_chapter9_fig_rrlyrae_naivebayes`

.. figure:: ./../images/chapter9/fig_rrlyrae_lda_1_thumb.png
    :target: ./fig_rrlyrae_lda.html
    :align: center

    :ref:`book_fig_chapter9_fig_rrlyrae_lda`

.. figure:: ./../images/chapter9/fig_rrlyrae_qda_1_thumb.png
    :target: ./fig_rrlyrae_qda.html
    :align: center

    :ref:`book_fig_chapter9_fig_rrlyrae_qda`

.. figure:: ./../images/chapter9/fig_rrlyrae_GMMbayes_1_thumb.png
    :target: ./fig_rrlyrae_GMMbayes.html
    :align: center

    :ref:`book_fig_chapter9_fig_rrlyrae_GMMbayes`

.. figure:: ./../images/chapter9/fig_rrlyrae_knn_1_thumb.png
    :target: ./fig_rrlyrae_knn.html
    :align: center

    :ref:`book_fig_chapter9_fig_rrlyrae_knn`

.. figure:: ./../images/chapter9/fig_rrlyrae_logreg_1_thumb.png
    :target: ./fig_rrlyrae_logreg.html
    :align: center

    :ref:`book_fig_chapter9_fig_rrlyrae_logreg`

.. figure:: ./../images/chapter9/fig_svm_diagram_1_thumb.png
    :target: ./fig_svm_diagram.html
    :align: center

    :ref:`book_fig_chapter9_fig_svm_diagram`

.. figure:: ./../images/chapter9/fig_rrlyrae_svm_1_thumb.png
    :target: ./fig_rrlyrae_svm.html
    :align: center

    :ref:`book_fig_chapter9_fig_rrlyrae_svm`

.. figure:: ./../images/chapter9/fig_rrlyrae_kernelsvm_1_thumb.png
    :target: ./fig_rrlyrae_kernelsvm.html
    :align: center

    :ref:`book_fig_chapter9_fig_rrlyrae_kernelsvm`

.. figure:: ./../images/chapter9/fig_rrlyrae_treevis_1_thumb.png
    :target: ./fig_rrlyrae_treevis.html
    :align: center

    :ref:`book_fig_chapter9_fig_rrlyrae_treevis`

.. figure:: ./../images/chapter9/fig_rrlyrae_decisiontree_1_thumb.png
    :target: ./fig_rrlyrae_decisiontree.html
    :align: center

    :ref:`book_fig_chapter9_fig_rrlyrae_decisiontree`

.. figure:: ./../images/chapter9/fig_photoz_tree_1_thumb.png
    :target: ./fig_photoz_tree.html
    :align: center

    :ref:`book_fig_chapter9_fig_photoz_tree`

.. figure:: ./../images/chapter9/fig_photoz_forest_1_thumb.png
    :target: ./fig_photoz_forest.html
    :align: center

    :ref:`book_fig_chapter9_fig_photoz_forest`

.. figure:: ./../images/chapter9/fig_photoz_boosting_1_thumb.png
    :target: ./fig_photoz_boosting.html
    :align: center

    :ref:`book_fig_chapter9_fig_photoz_boosting`

.. figure:: ./../images/chapter9/fig_ROC_curve_1_thumb.png
    :target: ./fig_ROC_curve.html
    :align: center

    :ref:`book_fig_chapter9_fig_ROC_curve`

.. figure:: ./../images/chapter9/fig_star_quasar_ROC_1_thumb.png
    :target: ./fig_star_quasar_ROC.html
    :align: center

    :ref:`book_fig_chapter9_fig_star_quasar_ROC`





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