StructuredOutputMachine.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 Fernando José Iglesias García
 * Copyright (C) 2012 Fernando José Iglesias García
 */

#ifndef _STRUCTURED_OUTPUT_MACHINE__H__
#define _STRUCTURED_OUTPUT_MACHINE__H__

#include <shogun/labels/StructuredLabels.h>
#include <shogun/lib/StructuredData.h>
#include <shogun/machine/Machine.h>
#include <shogun/loss/LossFunction.h>
#include <shogun/structure/StructuredModel.h>

namespace shogun
{
class CStructuredModel;
class CLossFunction;

class CStructuredOutputMachine : public CMachine
{
    public:
        MACHINE_PROBLEM_TYPE(PT_STRUCTURED);

        CStructuredOutputMachine();

        CStructuredOutputMachine(CStructuredModel* model, CLossFunction* loss, CStructuredLabels* labs);

        virtual ~CStructuredOutputMachine();

        void set_model(CStructuredModel* model);

        void set_loss(CLossFunction* loss);

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

    private:
        void register_parameters();

    protected:
        CStructuredModel* m_model;

        CLossFunction* m_loss;


}; /* class CStructuredOutputMachine */

} /* namespace shogun */

#endif /* _STRUCTURED_OUTPUT_MACHINE__H__ */