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MMDKernelSelectionCombMaxL2.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) 2013 Heiko Strathmann
00008  */
00009 
00010 #ifndef __MMDKERNELSELECTIONCOMBMAXL2_H_
00011 #define __MMDKERNELSELECTIONCOMBMAXL2_H_
00012 
00013 #include <shogun/lib/config.h>
00014 #include <shogun/statistics/MMDKernelSelection.h>
00015 #include <shogun/statistics/MMDKernelSelectionComb.h>
00016 
00017 namespace shogun
00018 {
00019 
00040 class CMMDKernelSelectionCombMaxL2: public CMMDKernelSelectionComb
00041 {
00042 public:
00043 
00045     CMMDKernelSelectionCombMaxL2();
00046 
00052     CMMDKernelSelectionCombMaxL2(CKernelTwoSampleTestStatistic* mmd);
00053 
00055     virtual ~CMMDKernelSelectionCombMaxL2();
00056 
00057 #ifdef HAVE_LAPACK
00058 
00070     virtual SGVector<float64_t> compute_measures();
00071 #endif
00072 
00074     const char* get_name() const { return "MMDKernelSelectionCombMaxL2"; }
00075 };
00076 
00077 }
00078 
00079 #endif /* __MMDKERNELSELECTIONCOMBMAXL2_H_ */
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