Classification Algorithms
========================================

This section includes:

- :ref:`classif` (a barebones framework for classification) 
- :ref:`logist`
- :ref:`knnclass`
- :ref:`qdaclass` 
- :ref:`ldaclass` 

The code is similar to the Regression code, except the output types are non-negative integers and we use different evaluation metrics. For example, we report a confusion matrix for each classifier, in addition to accuracy.

.. _classif: 

Base Classifier
---------------

.. automodule:: classification
   :members:

.. _logist:

Logistic Classifier
------------------------------------

.. automodule:: logisticreg
   :members:

.. _knnclass:

K-Nearest Neighbor Classifier
------------------------------------

.. automodule:: knn_classify
   :members:

.. _qdaclass:

Quadratic Discriminant Analysis
------------------------------------

.. automodule:: qda
   :members:

.. _ldaclass:

Linear Discriminant Analysis
------------------------------------

.. automodule:: lda
   :members:

==================

* :ref:`genindex`
* :ref:`modindex`
* :ref:`search`