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src
shogun
multiclass
GMNPSVM.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) 1999-2008 Vojtech Franc, xfrancv@cmp.felk.cvut.cz
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* Copyright (C) 1999-2008 Center for Machine Perception, CTU FEL Prague
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*/
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#ifndef _GMNPSVM_H___
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#define _GMNPSVM_H___
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#include <
shogun/lib/common.h
>
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#include <
shogun/multiclass/MulticlassSVM.h
>
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#include <
shogun/features/Features.h
>
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namespace
shogun
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{
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class
CGMNPSVM
:
public
CMulticlassSVM
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{
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void
init();
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public
:
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CGMNPSVM
();
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CGMNPSVM
(
float64_t
C,
CKernel
* k,
CLabels
* lab);
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virtual
~CGMNPSVM
();
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virtual
inline
EMachineType
get_classifier_type
() {
return
CT_GMNPSVM
; }
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float64_t
*
get_basealphas_ptr
(
index_t
* y,
index_t
* x);
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inline
virtual
const
char
*
get_name
()
const
{
return
"GMNPSVM"
; }
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protected
:
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virtual
bool
train_machine
(
CFeatures
* data=NULL);
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protected
:
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// is the basic untransformed alpha, needed for MKL
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float64_t
*
m_basealphas
;
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index_t
m_basealphas_y
;
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index_t
m_basealphas_x
;
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};
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}
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#endif
SHOGUN
Machine Learning Toolbox - Documentation