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LatentSVM.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) 2012 Viktor Gal
8  * Copyright (C) 2012 Viktor Gal
9  */
10 
11 #ifndef __LATENTSVM_H__
12 #define __LATENTSVM_H__
13 
14 
15 #include <shogun/lib/config.h>
16 #ifdef USE_GPL_SHOGUN
17 #include <shogun/lib/common.h>
19 
20 namespace shogun
21 {
22  class LatentModel;
23 
37  class CLatentSVM: public CLinearLatentMachine
38  {
39  public:
41  CLatentSVM();
42 
48  CLatentSVM(CLatentModel* model, float64_t C);
49 
50  virtual ~CLatentSVM();
51 
56  virtual CLatentLabels* apply_latent();
57 
59 
64  virtual const char* get_name() const { return "LatentSVM"; }
65 
66  protected:
76  virtual float64_t do_inner_loop(float64_t cooling_eps);
77  };
78 }
79 
80 #endif /* __LATENTSVM_H__ */
81 
82 #endif //USE_GPL_SHOGUN
83 
virtual CLatentLabels * apply_latent()=0
double float64_t
Definition: common.h:50
all of classes and functions are contained in the shogun namespace
Definition: class_list.h:18

SHOGUN Machine Learning Toolbox - Documentation