00001 /* 00002 * This program is free software; you can redistribute it and/or modify 00003 * it under the terms of the GNU General Public License as published by 00004 * the Free Software Foundation; either version 3 of the License, or 00005 * (at your option) any later version. 00006 * 00007 * Written (W) 2012 Heiko Strathmann 00008 */ 00009 00010 #ifndef __KERNELINDEPENDENCESTSTATISTIC_H_ 00011 #define __KERNELINDEPENDENCESTSTATISTIC_H_ 00012 00013 #include <shogun/statistics/TwoDistributionsTestStatistic.h> 00014 00015 namespace shogun 00016 { 00017 00018 class CFeatures; 00019 class CKernel; 00020 00036 class CKernelIndependenceTestStatistic: public CTwoDistributionsTestStatistic 00037 { 00038 public: 00039 CKernelIndependenceTestStatistic(); 00040 00052 CKernelIndependenceTestStatistic(CKernel* kernel_p, CKernel* kernel_q, 00053 CFeatures* p_and_q, index_t q_start); 00054 00067 CKernelIndependenceTestStatistic(CKernel* kernel_p, CKernel* kernel_q, 00068 CFeatures* p, CFeatures* q); 00069 00070 virtual ~CKernelIndependenceTestStatistic(); 00071 00079 virtual SGVector<float64_t> bootstrap_null(); 00080 00081 virtual const char* get_name() const=0; 00082 00083 private: 00084 void init(); 00085 00086 protected: 00088 CKernel* m_kernel_p; 00089 00091 CKernel* m_kernel_q; 00092 }; 00093 00094 } 00095 00096 #endif /* __KERNELINDEPENDENCESTSTATISTIC_H_ */
