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IndependenceTest.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.
15  *
16  * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND
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18  * WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
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30  */
31 
32 #ifndef INDEPENDENCE_TEST_H_
33 #define INDEPENDENCE_TEST_H_
34 
36 
37 namespace shogun
38 {
39 
40 class CFeatures;
41 
56 {
57 public:
60 
69 
71  virtual ~CIndependenceTest();
72 
80 
85  virtual void set_p(CFeatures* p);
86 
91  virtual void set_q(CFeatures* q);
92 
97  virtual CFeatures* get_p();
98 
103  virtual CFeatures* get_q();
104 
106  virtual const char* get_name() const=0;
107 
108 private:
110  void init();
111 
112 protected:
115 
118 };
119 
120 }
121 
122 #endif /* INDEPENDENCE_TEST_H_ */
virtual CFeatures * get_p()
virtual CFeatures * get_q()
virtual void set_p(CFeatures *p)
Hypothesis test base class. Provides an interface for statistical hypothesis testing via three method...
Provides an interface for performing the independence test. Given samples from the joint distributio...
virtual SGVector< float64_t > sample_null()
The class Features is the base class of all feature objects.
Definition: Features.h:62
virtual const char * get_name() const =0
virtual void set_q(CFeatures *q)

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