MMDKernelSelection.h

Go to the documentation of this file.

/*
 * This program is free software; you can redistribute it and/or modify
 * it under the terms of the GNU General Public License as published by
 * the Free Software Foundation; either version 3 of the License, or
 * (at your option) any later version.
 *
 * Written (W) 2012-2013 Heiko Strathmann
 */

#ifndef __MMDKERNELSELECTION_H_
#define __MMDKERNELSELECTION_H_

#include <shogun/base/SGObject.h>

namespace shogun
{

class CKernelTwoSampleTestStatistic;
class CKernel;

class CMMDKernelSelection: public CSGObject
{
public:

    CMMDKernelSelection();

    CMMDKernelSelection(CKernelTwoSampleTestStatistic* mmd);

    virtual ~CMMDKernelSelection();

    virtual SGVector<float64_t> compute_measures()=0;

    virtual CKernel* select_kernel();

    const char* get_name() const=0;

private:

    void init();

protected:
    CKernelTwoSampleTestStatistic* m_mmd;
};

}

#endif /* __MMDKERNELSELECTION_H_ */