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src
shogun
statistics
MMDKernelSelectionOpt.h
Go to the documentation of this file.
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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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* Written (W) 2012-2013 Heiko Strathmann
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*/
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#ifndef __MMDKERNELSELECTIONOPTSINGLE_H_
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#define __MMDKERNELSELECTIONOPTSINGLE_H_
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#include <
shogun/statistics/MMDKernelSelection.h
>
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namespace
shogun
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{
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class
CLinearTimeMMD;
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class
CMMDKernelSelectionOpt
:
public
CMMDKernelSelection
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{
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public
:
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CMMDKernelSelectionOpt
();
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CMMDKernelSelectionOpt
(
CKernelTwoSampleTestStatistic
* mmd,
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float64_t
lambda=10E-5);
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virtual
~CMMDKernelSelectionOpt
();
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virtual
SGVector<float64_t>
compute_measures
();
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const
char
*
get_name
()
const
{
return
"MMDKernelSelectionOpt"
; }
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private
:
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void
init();
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protected
:
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float64_t
m_lambda
;
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};
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}
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#endif
/* __MMDKERNELSELECTIONOPTSINGLE_H_ */
SHOGUN
Machine Learning Toolbox - Documentation