SHOGUN  v3.2.0
 All Classes Namespaces Files Functions Variables Typedefs Enumerations Enumerator Friends Macros Modules
GMNPSVM.h
Go to the documentation of this file.
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/common.h>
17 
18 namespace shogun
19 {
24 class CGMNPSVM : public CMulticlassSVM
25 {
26  void init();
27 
28  public:
30  CGMNPSVM();
31 
38  CGMNPSVM(float64_t C, CKernel* k, CLabels* lab);
39 
41  virtual ~CGMNPSVM();
42 
48 
59 
61  virtual const char* get_name() const { return "GMNPSVM"; }
62 
63  protected:
72  virtual bool train_machine(CFeatures* data=NULL);
73 
74  protected:
80  // is the basic untransformed alpha, needed for MKL
86 };
87 }
88 #endif
EMachineType
Definition: Machine.h:33
index_t m_basealphas_y
Definition: GMNPSVM.h:83
int32_t index_t
Definition: common.h:60
The class Labels models labels, i.e. class assignments of objects.
Definition: Labels.h:35
float64_t * get_basealphas_ptr(index_t *y, index_t *x)
Definition: GMNPSVM.cpp:186
class MultiClassSVM
Definition: MulticlassSVM.h:26
index_t m_basealphas_x
Definition: GMNPSVM.h:85
virtual EMachineType get_classifier_type()
Definition: GMNPSVM.h:47
double float64_t
Definition: common.h:48
float64_t * m_basealphas
Definition: GMNPSVM.h:81
all of classes and functions are contained in the shogun namespace
Definition: class_list.h:16
Class GMNPSVM implements a one vs. rest MultiClass SVM.
Definition: GMNPSVM.h:24
The class Features is the base class of all feature objects.
Definition: Features.h:62
virtual ~CGMNPSVM()
Definition: GMNPSVM.cpp:37
The Kernel base class.
Definition: Kernel.h:150
virtual const char * get_name() const
Definition: GMNPSVM.h:61
virtual bool train_machine(CFeatures *data=NULL)
Definition: GMNPSVM.cpp:53

SHOGUN Machine Learning Toolbox - Documentation