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src
shogun
regression
LeastSquaresRegression.h
浏览该文件的文档.
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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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#ifndef _LEASTSQUARESREGRESSION_H__
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#define _LEASTSQUARESREGRESSION_H__
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#include <
shogun/lib/config.h
>
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#include <
shogun/regression/Regression.h
>
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#include <
shogun/regression/LinearRidgeRegression.h
>
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#ifdef HAVE_LAPACK
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#include <
shogun/machine/LinearMachine.h
>
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namespace
shogun
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{
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class
CLeastSquaresRegression
:
public
CLinearRidgeRegression
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{
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public
:
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MACHINE_PROBLEM_TYPE
(
PT_REGRESSION
);
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CLeastSquaresRegression
();
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CLeastSquaresRegression
(
CDenseFeatures<float64_t>
* data,
CLabels
* lab);
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virtual
~CLeastSquaresRegression
() {}
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virtual
EMachineType
get_classifier_type
()
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{
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return
CT_LEASTSQUARESREGRESSION
;
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}
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virtual
const
char
*
get_name
()
const
{
return
"LeastSquaresRegression"
; }
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private
:
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void
init();
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};
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}
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#endif // HAVE_LAPACK
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#endif // _LEASTSQUARESREGRESSION_H__
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