Regression Implementation ======================================== This section includes: - :ref:`reg` (a barebones framework for regression) - :ref:`lin` - :ref:`knnreg` - :ref:`pois` The code is similar to the Classification code, except the output types are arbitrary real numbers, and we use different evaluation metrics. .. _reg: Base Regression ------------------ .. automodule:: regression :members: .. _lin: Linear Regression ------------------ .. automodule:: linearreg :members: .. _knnreg: K-Nearest Neighbor Regression ------------------------------ .. automodule:: knnreg :members: .. _pois: Poisson Regression ------------------------------ .. automodule:: poissonreg :members: ================== * :ref:`genindex` * :ref:`modindex` * :ref:`search`