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MMDKernelSelectionCombOpt.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 __MMDKERNELSELECTIONCOMBOPT_H_
11 #define __MMDKERNELSELECTIONCOMBOPT_H_
12 
14 
15 namespace shogun
16 {
17 
18 class CLinearTimeMMD;
19 
41 {
42 public:
43 
46 
54  float64_t lambda=10E-5);
55 
58 
59 #ifdef HAVE_LAPACK
60 
74 #endif
75 
77  const char* get_name() const { return "MMDKernelSelectionCombOpt"; }
78 
79 private:
81  void init();
82 
83 protected:
87 };
88 
89 }
90 
91 #endif /* __MMDKERNELSELECTIONCOMBOPT_H_ */
Implementation of optimal kernel selection for combined kernel. This class selects a combination of b...
double float64_t
Definition: common.h:48
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: .
virtual SGVector< float64_t > compute_measures()
Base class for kernel selection of combined kernels. Given an MMD instance whose underlying kernel is...

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