IdentityKernelNormalizer.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) 2008-2009 Soeren Sonnenburg
 * Copyright (C) 2008-2009 Fraunhofer Institute FIRST and Max-Planck-Society
 */

#ifndef _IDENTITYKERNELNORMALIZER_H___
#define _IDENTITYKERNELNORMALIZER_H___

#include <shogun/kernel/normalizer/KernelNormalizer.h>

namespace shogun
{
class CIdentityKernelNormalizer : public CKernelNormalizer
{
    public:
        CIdentityKernelNormalizer() : CKernelNormalizer()
        {
        }

        virtual ~CIdentityKernelNormalizer()
        {
        }

        virtual bool init(CKernel* k)
        {
            return true;
        }

        virtual float64_t normalize(
                float64_t value, int32_t idx_lhs, int32_t idx_rhs)
        {
            return value;
        }

        virtual float64_t normalize_lhs(float64_t value, int32_t idx_lhs)
        {
            return value;
        }

        virtual float64_t normalize_rhs(float64_t value, int32_t idx_rhs)
        {
            return value;
        }

        virtual const char* get_name() const { return "IdentityKernelNormalizer"; }
};
}
#endif