SHOGUN  6.1.3
MKLClassification.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) 2009 Soeren Sonnenburg
8  * Copyright (C) 2009 Fraunhofer Institute FIRST and Max-Planck-Society
9  */
10 #ifndef __MKLCLASSIFICATION_H__
11 #define __MKLCLASSIFICATION_H__
12 
13 #include <shogun/lib/config.h>
14 #include <shogun/lib/common.h>
16 
17 namespace shogun
18 {
26 class CMKLClassification : public CMKL
27 {
28  public:
33  CMKLClassification(CSVM* s=NULL);
34 
37  virtual ~CMKLClassification();
38 
42  virtual float64_t compute_sum_alpha();
43 
50 
52  virtual const char* get_name() const { return "MKLClassification"; }
53 
54  protected:
58  virtual void init_training();
59 
65 };
66 }
67 #endif //__MKLCLASSIFICATION_H__
EMachineType
Definition: Machine.h:36
A generic learning machine interface.
Definition: Machine.h:151
virtual EMachineType get_classifier_type()
double float64_t
Definition: common.h:60
Multiple Kernel Learning for two-class-classification.
Multiple Kernel Learning.
Definition: MKL.h:85
virtual const char * get_name() const
all of classes and functions are contained in the shogun namespace
Definition: class_list.h:18
A generic Support Vector Machine Interface.
Definition: SVM.h:49
static CMKLClassification * obtain_from_generic(CMachine *machine)
virtual float64_t compute_sum_alpha()

SHOGUN Machine Learning Toolbox - Documentation