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LatentSOSVM.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 __LATENTSOSVM_H__
12 #define __LATENTSOSVM_H__
13 
14 #include <shogun/lib/config.h>
15 
18 
19 namespace shogun
20 {
26  {
27  public:
29  CLatentSOSVM();
30 
38 
39  virtual ~CLatentSOSVM();
40 
45  virtual CLatentLabels* apply_latent();
46 
52 
57  virtual const char* get_name() const { return "LatentSOSVM"; }
58 
59  protected:
64  virtual float64_t do_inner_loop(float64_t cooling_eps);
65 
66  private:
67  void register_parameters();
68 
69  private:
71  CLinearStructuredOutputMachine* m_so_solver;
72  };
73 }
74 
75 #endif /* __LATENTSOSVM_H__ */
76 

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