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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::CMMDKernelSelectionOpt::get_name
const char * get_name() const
Definition:
MMDKernelSelectionOpt.h:66
shogun::CMMDKernelSelectionOpt
Implements optimal kernel selection for single kernels. Given a number of baseline kernels...
Definition:
MMDKernelSelectionOpt.h:36
shogun::CMMDKernelSelectionOpt::compute_measures
virtual SGVector< float64_t > compute_measures()
Definition:
MMDKernelSelectionOpt.cpp:40
shogun::CMMDKernelSelection
Base class for kernel selection for MMD-based two-sample test statistic implementations (e...
Definition:
MMDKernelSelection.h:34
MMDKernelSelection.h
float64_t
double float64_t
Definition:
common.h:48
shogun::SGVector< float64_t >
shogun::CKernelTwoSampleTestStatistic
Two sample test base class. Provides an interface for performing a two-sample test, i.e. Given samples from two distributions and , the null-hypothesis is: , the alternative hypothesis: .
Definition:
KernelTwoSampleTestStatistic.h:34
shogun::CMMDKernelSelectionOpt::~CMMDKernelSelectionOpt
virtual ~CMMDKernelSelectionOpt()
Definition:
MMDKernelSelectionOpt.cpp:36
shogun::CMMDKernelSelectionOpt::m_lambda
float64_t m_lambda
Definition:
MMDKernelSelectionOpt.h:75
shogun::CMMDKernelSelectionOpt::CMMDKernelSelectionOpt
CMMDKernelSelectionOpt()
Definition:
MMDKernelSelectionOpt.cpp:16
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