SVMLightOneClass.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) 2010 Soeren Sonnenburg
 * Copyright (C) 2010 Berlin Institute of Technology
 */

#ifndef _SVMLIGHTONECLASS_H___
#define _SVMLIGHTONECLASS_H___

#include <shogun/lib/config.h>
#include <shogun/machine/Machine.h>

#ifdef USE_SVMLIGHT
#include <shogun/classifier/svm/SVMLight.h>
#endif //USE_SVMLIGHT

#ifdef USE_SVMLIGHT
namespace shogun
{
class CSVMLightOneClass: public CSVMLight
{
    public:
        CSVMLightOneClass();

        CSVMLightOneClass(float64_t C, CKernel* k);

        virtual ~CSVMLightOneClass() { }

        virtual EMachineType get_classifier_type() { return CT_LIGHTONECLASS; }

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

    protected:
        virtual bool train_machine(CFeatures* data=NULL);
};
}
#endif //USE_SVMLIGHT
#endif // _SVMLIGHTONECLASS_H___