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KernelIndependenceTest.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
14  * and/or other materials provided with the distribution.
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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_INDEPENDENCE_TEST_H_
33 #define KERNEL_INDEPENDENCE_TEST_H_
34 
35 #include <shogun/lib/config.h>
36 
38 
39 namespace shogun
40 {
41 
42 class CFeatures;
43 class CKernel;
44 
66 {
67 public:
70 
81  CKernelIndependenceTest(CKernel* kernel_p, CKernel* kernel_q,
82  CFeatures* p, CFeatures* q);
83 
85  virtual ~CKernelIndependenceTest();
86 
97 
102  virtual void set_kernel_p(CKernel* kernel_p);
103 
108  virtual void set_kernel_q(CKernel* kernel_q);
109 
114  virtual CKernel* get_kernel_p();
115 
120  virtual CKernel* get_kernel_q();
121 
123  virtual const char* get_name() const=0;
124 
125 private:
127  void init();
128 
129 protected:
132 
135 
138 
141 };
142 
143 }
144 
145 #endif /* KERNEL_INDEPENDENCE_TEST_H_ */

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