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MMDKernelSelectionMedian.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) 2013 Heiko Strathmann
8  */
9 
10 #ifndef __MMDKERNELSELECTIONMEDIAN_H_
11 #define __MMDKERNELSELECTIONMEDIAN_H_
12 
14 
15 namespace shogun
16 {
17 
37 {
38 public:
39 
42 
52  index_t num_data_distance=1000);
53 
56 
59 
65  virtual CKernel* select_kernel();
66 
68  const char* get_name() const { return "MMDKernelSelectionMedian"; }
69 
70 private:
71  /* initialises and registers member variables */
72  void init();
73 
74 protected:
77 };
78 
79 }
80 
81 #endif /* __MMDKERNELSELECTIONMEDIAN_H_ */
int32_t index_t
Definition: common.h:60
Base class for kernel selection for MMD-based two-sample test statistic implementations (e...
Kernel two sample test base class. Provides an interface for performing a two-sample test using a ker...
virtual SGVector< float64_t > compute_measures()
Implements MMD kernel selection for a number of Gaussian baseline kernels via selecting the one with ...
The Kernel base class.
Definition: Kernel.h:150

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