SHOGUN  v3.2.0
MMDKernelSelection.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) 2012-2013 Heiko Strathmann
8  */
9 
10 #ifndef __MMDKERNELSELECTION_H_
11 #define __MMDKERNELSELECTION_H_
12 
13 #include <shogun/base/SGObject.h>
14 
15 namespace shogun
16 {
17 
18 class CKernelTwoSampleTestStatistic;
19 class CKernel;
20 
35 {
36 public:
37 
40 
47 
49  virtual ~CMMDKernelSelection();
50 
58 
65  virtual CKernel* select_kernel();
66 
68  const char* get_name() const=0;
69 
70 private:
71 
73  void init();
74 
75 protected:
78 };
79 
80 }
81 
82 #endif /* __MMDKERNELSELECTION_H_ */
CKernelTwoSampleTestStatistic * m_mmd
Base class for kernel selection for MMD-based two-sample test statistic implementations (e...
virtual CKernel * select_kernel()
Class SGObject is the base class of all shogun objects.
Definition: SGObject.h:102
virtual SGVector< float64_t > compute_measures()=0
all of classes and functions are contained in the shogun namespace
Definition: class_list.h:16
Two sample test base class. Provides an interface for performing a two-sample test, i.e. Given samples from two distributions and , the null-hypothesis is: , the alternative hypothesis: .
const char * get_name() const =0
The Kernel base class.
Definition: Kernel.h:150

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