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KernelSelection.h
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1 /*
2  * Copyright (c) The Shogun Machine Learning Toolbox
3  * Written (w) 2012-2013 Heiko Strathmann
4  * Written (w) 2014 Soumyajit De
5  * All rights reserved.
6  *
7  * Redistribution and use in source and binary forms, with or without
8  * modification, are permitted provided that the following conditions are met:
9  *
10  * 1. Redistributions of source code must retain the above copyright notice, this
11  * list of conditions and the following disclaimer.
12  * 2. Redistributions in binary form must reproduce the above copyright notice,
13  * this list of conditions and the following disclaimer in the documentation
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16  * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND
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31 
32 #ifndef KERNEL_SELECTION_H_
33 #define KERNEL_SELECTION_H_
34 
35 #include <shogun/lib/config.h>
36 #include <shogun/base/SGObject.h>
37 
38 namespace shogun
39 {
40 
41 class CKernelTwoSampleTest;
42 class CKernel;
43 
51 {
52 public:
55 
61 
63  virtual ~CKernelSelection();
64 
72 
79  virtual CKernel* select_kernel()=0;
80 
82  void set_estimator(CKernelTwoSampleTest* estimator);
83 
86 
88  virtual const char* get_name() const
89  {
90  return "KernelSelection";
91  }
92 
93 private:
95  void init();
96 
97 protected:
100 };
101 
102 }
103 
104 #endif /* KERNEL_SELECTION_H_ */

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