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shogun
regression
LeastSquaresRegression.cpp
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/*
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* This program is free software; you can redistribute it and/or modify
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* it under the terms of the GNU General Public License as published by
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* the Free Software Foundation; either version 3 of the License, or
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* (at your option) any later version.
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*
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* Copyright (C) 2012 Soeren Sonnenburg
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*/
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#include <
shogun/lib/config.h
>
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#ifdef HAVE_LAPACK
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#include <
shogun/regression/LeastSquaresRegression.h
>
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#include <
shogun/regression/LinearRidgeRegression.h
>
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#include <
shogun/mathematics/lapack.h
>
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#include <
shogun/mathematics/Math.h
>
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using namespace
shogun
;
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CLeastSquaresRegression::CLeastSquaresRegression
()
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:
CLinearRidgeRegression
()
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{
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m_tau
=0;
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}
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CLeastSquaresRegression::CLeastSquaresRegression
(
CDenseFeatures<float64_t>
* data,
CLabels
* lab)
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:
CLinearRidgeRegression
(0, data, lab)
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{
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}
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#endif
Math.h
shogun::CLabels
The class Labels models labels, i.e. class assignments of objects.
Definition:
Labels.h:35
config.h
shogun::CLinearRidgeRegression::m_tau
float64_t m_tau
Definition:
LinearRidgeRegression.h:108
LinearRidgeRegression.h
shogun::CLinearRidgeRegression
Class LinearRidgeRegression implements Ridge Regression - a regularized least square method for class...
Definition:
LinearRidgeRegression.h:42
LeastSquaresRegression.h
shogun::CLeastSquaresRegression::CLeastSquaresRegression
CLeastSquaresRegression()
Definition:
LeastSquaresRegression.cpp:20
shogun::CDenseFeatures< float64_t >
shogun
all of classes and functions are contained in the shogun namespace
Definition:
class_list.h:16
lapack.h
SHOGUN
Machine Learning Toolbox - Documentation