.. _svm:

:mod:`svmunit` -- LIBSVM Support Vector Machine Unit
====================================================

.. automodule:: pybrain.structure.modules.svmunit

.. autoclass:: SVMUnit
   :members: __init__, forwardPass, activateOnDataset, getNbClasses, reset, setModel, loadModel, saveModel

:mod:`svmtrainer` -- LIBSVM Support Vector Machine Trainer
==========================================================

.. automodule:: pybrain.supervised.trainers.svmtrainer

.. autoclass:: SVMTrainer
   :members: __init__, train, setParams, load, save

.. autoclass:: GridSearch
   :members: __init__, search, setParams

.. autoclass:: GridSearchDOE
   :members: search