CrossValidationMKLStorage.h

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/*
 * 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 Heiko Strathmann
 *
 */

#ifndef __CROSSVALIDATIONMKLSTORAGE_H_
#define __CROSSVALIDATIONMKLSTORAGE_H_

#include <shogun/lib/config.h>

#include <shogun/evaluation/CrossValidationOutput.h>
#include <shogun/lib/SGMatrix.h>

namespace shogun
{

class CMachine;
class CLabels;
class CEvaluation;

class CCrossValidationMKLStorage: public CCrossValidationOutput
{
public:

    CCrossValidationMKLStorage() : CCrossValidationOutput() {}

    virtual ~CCrossValidationMKLStorage() {};

    virtual const char* get_name() const { return "CrossValidationMKLStorage"; }

    virtual void update_trained_machine(CMachine* machine,
            const char* prefix="");

    virtual SGMatrix<float64_t> get_mkl_weights() { return m_mkl_weights; }

protected:
    SGMatrix<float64_t> m_mkl_weights;
};

}

#endif /* __CROSSVALIDATIONMKLSTORAGE_H_ */