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src
shogun
statistics
KernelMeanMatching.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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* Copyright (W) 2012 Sergey Lisitsyn
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*/
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#ifndef KERNELMEANMATCHING_H_
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#define KERNELMEANMATCHING_H_
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#include <
shogun/base/SGObject.h
>
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#include <
shogun/kernel/Kernel.h
>
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namespace
shogun
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{
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class
CKernelMeanMatching
:
public
CSGObject
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{
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public
:
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CKernelMeanMatching
();
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CKernelMeanMatching
(
CKernel
* kernel,
SGVector<index_t>
training_indices,
SGVector<index_t>
test_indices);
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CKernel
*
get_kernel
()
const
{
SG_REF
(
m_kernel
);
return
m_kernel
; }
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void
set_kernel
(
CKernel
* kernel) {
SG_REF
(kernel);
SG_UNREF
(
m_kernel
);
m_kernel
= kernel; }
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SGVector<index_t>
get_training_indices
()
const
{
return
m_training_indices
; }
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void
set_training_indices
(
SGVector<index_t>
training_indices) {
m_training_indices
= training_indices; }
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SGVector<index_t>
get_test_indices
()
const
{
return
m_test_indices
; }
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void
set_test_indices
(
SGVector<index_t>
test_indices) {
m_test_indices
= test_indices; }
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SGVector<float64_t>
compute_weights
();
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virtual
const
char
*
get_name
()
const
{
return
"KernelMeanMatching"
; }
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protected
:
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CKernel
*
m_kernel
;
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SGVector<index_t>
m_training_indices
;
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SGVector<index_t>
m_test_indices
;
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};
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}
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#endif
SHOGUN
Machine Learning Toolbox - Documentation