SHOGUN  v3.2.0
MMDKernelSelectionOpt.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 __MMDKERNELSELECTIONOPTSINGLE_H_
11 #define __MMDKERNELSELECTIONOPTSINGLE_H_
12 
14 
15 namespace shogun
16 {
17 
18 class CLinearTimeMMD;
19 
37 {
38 public:
39 
42 
51  float64_t lambda=10E-5);
52 
54  virtual ~CMMDKernelSelectionOpt();
55 
64 
66  const char* get_name() const { return "MMDKernelSelectionOpt"; }
67 
68 private:
70  void init();
71 
72 protected:
76 };
77 
78 }
79 
80 #endif /* __MMDKERNELSELECTIONOPTSINGLE_H_ */
Implements optimal kernel selection for single kernels. Given a number of baseline kernels...
virtual SGVector< float64_t > compute_measures()
Base class for kernel selection for MMD-based two-sample test statistic implementations (e...
double float64_t
Definition: common.h:48
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: .

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