SHOGUN  v3.0.0
 All Classes Namespaces Files Functions Variables Typedefs Enumerations Enumerator Friends Macros Groups Pages
MeanSquaredLogError.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) 2012 Heiko Strathmann
8  * Copyright (C) 2012 Berlin Institute of Technology and Max-Planck-Society
9  */
10 
11 #ifndef __MEANSQUAREDLOGERROR__
12 #define __MEANSQUAREDLOGERROR__
13 
15 #include <shogun/labels/Labels.h>
16 
17 namespace shogun
18 {
19 
20 class CLabels;
21 
34 {
35 public:
38 
40  virtual ~CMeanSquaredLogError() {};
41 
47  virtual float64_t evaluate(CLabels* predicted, CLabels* ground_truth);
48 
50  {
51  return ED_MINIMIZE;
52  }
53 
55  virtual const char* get_name() const { return "MeanSquaredLogError"; }
56 };
57 
58 }
59 
60 #endif /* __MEANSQUAREDLOGERROR__ */

SHOGUN Machine Learning Toolbox - Documentation