DomainAdaptationSVM.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 2 of the License, or
 * (at your option) any later version.
 *
 * Written (W) 2007-2009 Christian Widmer
 * Copyright (C) 2007-2009 Max-Planck-Society
 */

#ifndef _DomainAdaptation_SVM_H___
#define _DomainAdaptation_SVM_H___


#include "lib/common.h"
#include "classifier/svm/SVMLight.h"

#include <stdio.h>

namespace shogun
{
class CDomainAdaptationSVM : public CSVMLight
{
    public:

        CDomainAdaptationSVM();

        CDomainAdaptationSVM(float64_t C, CKernel* k, CLabels* lab, CSVM* presvm, float64_t B);

        virtual ~CDomainAdaptationSVM();

        void init(CSVM* presvm, float64_t B);

        virtual bool train(CFeatures* data=NULL);

        virtual inline EClassifierType get_classifier_type() { return CT_DASVM; }

        virtual CLabels* classify(CFeatures* data);

        virtual CSVM* get_presvm();

        virtual float64_t get_B();

        virtual float64_t get_train_factor();

        virtual void set_train_factor(float64_t factor);

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

    protected:

        virtual bool is_presvm_sane();

    private:
        void init();

    protected:

        CSVM* presvm;

        float64_t B;

        float64_t train_factor;
};
}
#endif