LatentSVM.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 Viktor Gal
 * Copyright (C) 2012 Viktor Gal
 */

#ifndef __LATENTSVM_H__
#define __LATENTSVM_H__

#include <shogun/lib/config.h>

#include <shogun/lib/common.h>
#include <shogun/machine/LinearLatentMachine.h>

namespace shogun
{
    class LatentModel;

    class CLatentSVM: public CLinearLatentMachine
    {
        public:
            CLatentSVM();

            CLatentSVM(CLatentModel* model, float64_t C);

            virtual ~CLatentSVM();

            virtual CLatentLabels* apply_latent();

            using CLinearLatentMachine::apply_latent;

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

        protected:
            virtual float64_t do_inner_loop(float64_t cooling_eps);
    };
}

#endif /* __LATENTSVM_H__ */