RelaxedTreeUtil.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 Chiyuan Zhang
 * Copyright (C) 2012 Chiyuan Zhang
 */

#ifndef RELAXEDTREEUTIL_H__
#define RELAXEDTREEUTIL_H__

#include <shogun/lib/config.h>

#include <shogun/machine/BaseMulticlassMachine.h>
#include <shogun/features/DenseFeatures.h>
#include <shogun/labels/MulticlassLabels.h>
#include <shogun/lib/SGMatrix.h>

namespace shogun
{

class RelaxedTreeUtil
{
public:

    SGMatrix<float64_t> estimate_confusion_matrix(CBaseMulticlassMachine *machine, CFeatures *X, CMulticlassLabels *Y, int32_t num_classes);

    void get_confusion_matrix(SGMatrix<float64_t> &conf_mat, CMulticlassLabels *gt, CMulticlassLabels *pred);
};

} /* shogun */

#endif /* end of include guard: RELAXEDTREEUTIL_H__ */