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MMDKernelSelection.h
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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 __MMDKERNELSELECTION_H_
00011 #define __MMDKERNELSELECTION_H_
00012 
00013 #include <shogun/base/SGObject.h>
00014 
00015 namespace shogun
00016 {
00017 
00018 class CKernelTwoSampleTestStatistic;
00019 class CKernel;
00020 
00034 class CMMDKernelSelection: public CSGObject
00035 {
00036 public:
00037 
00039     CMMDKernelSelection();
00040 
00046     CMMDKernelSelection(CKernelTwoSampleTestStatistic* mmd);
00047 
00049     virtual ~CMMDKernelSelection();
00050 
00057     virtual SGVector<float64_t> compute_measures()=0;
00058 
00065     virtual CKernel* select_kernel();
00066 
00068     const char* get_name() const=0;
00069 
00070 private:
00071 
00073     void init();
00074 
00075 protected:
00077     CKernelTwoSampleTestStatistic* m_mmd;
00078 };
00079 
00080 }
00081 
00082 #endif /* __MMDKERNELSELECTION_H_ */
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