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GMNPSVM.h
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1 /*
2  * This program is free software; you can redistribute it and/or modify
3  * it under the terms of the GNU General Public License as published by
4  * the Free Software Foundation; either version 3 of the License, or
5  * (at your option) any later version.
6  *
7  * Written (W) 1999-2008 Vojtech Franc, xfrancv@cmp.felk.cvut.cz
8  * Copyright (C) 1999-2008 Center for Machine Perception, CTU FEL Prague
9  */
10 
11 #ifndef _GMNPSVM_H___
12 #define _GMNPSVM_H___
13 
14 #include <shogun/lib/config.h>
15 
16 #include <shogun/lib/common.h>
19 
20 namespace shogun
21 {
26 class CGMNPSVM : public CMulticlassSVM
27 {
28  void init();
29 
30  public:
32  CGMNPSVM();
33 
40  CGMNPSVM(float64_t C, CKernel* k, CLabels* lab);
41 
43  virtual ~CGMNPSVM();
44 
50 
61 
63  virtual const char* get_name() const { return "GMNPSVM"; }
64 
65  protected:
74  virtual bool train_machine(CFeatures* data=NULL);
75 
76  protected:
82  // is the basic untransformed alpha, needed for MKL
88 };
89 }
90 #endif
EMachineType
Definition: Machine.h:33
index_t m_basealphas_y
Definition: GMNPSVM.h:85
int32_t index_t
Definition: common.h:62
The class Labels models labels, i.e. class assignments of objects.
Definition: Labels.h:43
float64_t * get_basealphas_ptr(index_t *y, index_t *x)
Definition: GMNPSVM.cpp:186
class MultiClassSVM
Definition: MulticlassSVM.h:28
index_t m_basealphas_x
Definition: GMNPSVM.h:87
virtual EMachineType get_classifier_type()
Definition: GMNPSVM.h:49
double float64_t
Definition: common.h:50
float64_t * m_basealphas
Definition: GMNPSVM.h:83
all of classes and functions are contained in the shogun namespace
Definition: class_list.h:18
Class GMNPSVM implements a one vs. rest MultiClass SVM.
Definition: GMNPSVM.h:26
The class Features is the base class of all feature objects.
Definition: Features.h:68
virtual ~CGMNPSVM()
Definition: GMNPSVM.cpp:37
The Kernel base class.
Definition: Kernel.h:159
virtual const char * get_name() const
Definition: GMNPSVM.h:63
virtual bool train_machine(CFeatures *data=NULL)
Definition: GMNPSVM.cpp:53

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