SHOGUN  3.2.1
 All Classes Namespaces Files Functions Variables Typedefs Enumerations Enumerator Friends Macros Groups Pages
ClusteringEvaluation.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 Chiyuan Zhang
8  * Copyright (C) 2012 Chiyuan Zhang
9  */
10 
11 #ifndef __CLUSTERINGEVALUATION_H__
12 #define __CLUSTERINGEVALUATION_H__
13 
14 #include <shogun/lib/config.h>
15 
17 #include <shogun/labels/Labels.h>
18 
19 namespace shogun
20 {
21 
25 {
26 public:
29 
32 
40  void best_map(CLabels* predicted, CLabels* ground_truth);
41 
47  virtual float64_t evaluate(CLabels* predicted, CLabels* ground_truth) = 0;
48 protected:
58  int32_t find_match_count(SGVector<int32_t> l1, int32_t m1, SGVector<int32_t> l2, int32_t m2);
59 
63  int32_t find_mismatch_count(SGVector<int32_t> l1, int32_t m1, SGVector<int32_t> l2, int32_t m2);
64 };
65 
66 } // namespace shogun
67 
68 #endif /* end of include guard: __CLUSTERINGEVALUATION_H__ */

SHOGUN Machine Learning Toolbox - Documentation