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JensenMetric.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) 2006-2009 Christian Gehl
8  * Copyright (C) 1999-2009 Fraunhofer Institute FIRST and Max-Planck-Society
9  */
10 
11 #ifndef _JENSENMETRIC_H___
12 #define _JENSENMETRIC_H___
13 
14 #include <shogun/lib/config.h>
15 
16 #include <shogun/lib/common.h>
18 
19 namespace shogun
20 {
36 class CJensenMetric: public CDenseDistance<float64_t>
37 {
38  public:
40  CJensenMetric();
41 
48  virtual ~CJensenMetric();
49 
56  virtual bool init(CFeatures* l, CFeatures* r);
57 
59  virtual void cleanup();
60 
66 
71  virtual const char* get_name() const { return "JensenMetric"; }
72 
73  protected:
77  virtual float64_t compute(int32_t idx_a, int32_t idx_b);
78 };
79 } // namespace shogun
80 
81 #endif /* _JENSENMETRIC_H___ */

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