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ROCEvaluation.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) 2011 Sergey Lisitsyn
8  * Copyright (C) 2011 Berlin Institute of Technology and Max-Planck-Society
9  */
10 
11 #ifndef ROCEVALUATION_H_
12 #define ROCEVALUATION_H_
13 
15 
16 namespace shogun
17 {
18 
19 class CLabels;
20 
31 {
32 public:
36  m_auROC(0.0), m_ROC_length(0), m_computed(false) {};
37 
39  virtual ~CROCEvaluation();
40 
42  virtual inline const char* get_name() const { return "ROCEvaluation"; };
43 
49  virtual float64_t evaluate(CLabels* predicted, CLabels* ground_truth);
50 
52  {
53  return ED_MAXIMIZE;
54  }
55 
60 
65 
70 
71 protected:
72 
75 
78 
81 
83  int32_t m_ROC_length;
84 
86  bool m_computed;
87 };
88 
89 }
90 
91 #endif /* ROCEVALUATION_H_ */

SHOGUN Machine Learning Toolbox - Documentation