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IndependenceTest.h
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1 /*
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3  * Written (w) 2012 - 2013 Heiko Strathmann
4  * Written (w) 2014 - 2017 Soumyajit De
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31 
32 #ifndef INDEPENDENCE_TEST_H_
33 #define INDEPENDENCE_TEST_H_
34 
35 #include <memory>
37 
38 namespace shogun
39 {
40 
41 class CKernel;
42 
43 namespace internal
44 {
45  class KernelManager;
46 }
47 
63 {
64 public:
67 
69  virtual ~CIndependenceTest();
70 
77  void set_kernel_p(CKernel* kernel_p);
78 
80  CKernel* get_kernel_p() const;
81 
88  void set_kernel_q(CKernel* kernel_q);
89 
91  CKernel* get_kernel_q() const;
92 
98  virtual float64_t compute_statistic()=0;
99 
105  virtual SGVector<float64_t> sample_null()=0;
106 
108  virtual const char* get_name() const;
109 protected:
110  internal::KernelManager& get_kernel_mgr();
111  const internal::KernelManager& get_kernel_mgr() const;
112 private:
113  struct Self;
114  std::unique_ptr<Self> self;
115 };
116 
117 }
118 #endif // INDEPENDENCE_TEST_H_
void set_kernel_p(CKernel *kernel_p)
internal::KernelManager & get_kernel_mgr()
double float64_t
Definition: common.h:60
virtual SGVector< float64_t > sample_null()=0
Provides an interface for performing the independence test. Given samples from the joint distributio...
Class TwoDistributionTest is the base class for the statistical hypothesis testing with samples from ...
all of classes and functions are contained in the shogun namespace
Definition: class_list.h:18
CKernel * get_kernel_p() const
The Kernel base class.
void set_kernel_q(CKernel *kernel_q)
virtual const char * get_name() const
virtual float64_t compute_statistic()=0
CKernel * get_kernel_q() const

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