SHOGUN
v3.2.0
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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) 2012-2013 Heiko Strathmann 00008 */ 00009 00010 #ifndef __MMDKERNELSELECTIONOPTSINGLE_H_ 00011 #define __MMDKERNELSELECTIONOPTSINGLE_H_ 00012 00013 #include <shogun/statistics/MMDKernelSelection.h> 00014 00015 namespace shogun 00016 { 00017 00018 class CLinearTimeMMD; 00019 00036 class CMMDKernelSelectionOpt: public CMMDKernelSelection 00037 { 00038 public: 00039 00041 CMMDKernelSelectionOpt(); 00042 00050 CMMDKernelSelectionOpt(CKernelTwoSampleTestStatistic* mmd, 00051 float64_t lambda=10E-5); 00052 00054 virtual ~CMMDKernelSelectionOpt(); 00055 00063 virtual SGVector<float64_t> compute_measures(); 00064 00066 const char* get_name() const { return "MMDKernelSelectionOpt"; } 00067 00068 private: 00070 void init(); 00071 00072 protected: 00075 float64_t m_lambda; 00076 }; 00077 00078 } 00079 00080 #endif /* __MMDKERNELSELECTIONOPTSINGLE_H_ */