/usr/include/shogun/distance/ManhattanMetric.h is in libshogun-dev 1.1.0-4ubuntu2.
This file is owned by root:root, with mode 0o644.
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1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 | /*
* 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) 2006-2009 Christian Gehl
* Copyright (C) 2006-2009 Fraunhofer Institute FIRST and Max-Planck-Society
*/
#ifndef _MANHATTANMETRIC_H___
#define _MANHATTANMETRIC_H___
#include <shogun/lib/common.h>
#include <shogun/distance/SimpleDistance.h>
#include <shogun/features/SimpleFeatures.h>
namespace shogun
{
/** @brief class ManhattanMetric
*
* The Manhattan distance (city block distance,\f$L_{1}\f$ norm, rectilinear
* distance or taxi cab metric ) is a special case
* of general Minkowski metric and computes the absolute differences
* between the feature dimensions of two data points.
*
* \f[\displaystyle
* d(\bf{x},\bf{x'}) = \sum_{i=1}^{n} |\bf{x_{i}}-\bf{x'_{i}}| \quad
* \bf{x},\bf{x'} \in R^{n}
* \f]
*
* @see CMinkowskiMetric
* @see <a href="http://en.wikipedia.org/wiki/Manhattan_distance">
* Wikipedia: Manhattan distance</a>
*/
class CManhattanMetric: public CSimpleDistance<float64_t>
{
public:
/** default constructor */
CManhattanMetric();
/** constructor
*
* @param l features of left-hand side
* @param r features of right-hand side
*/
CManhattanMetric(CSimpleFeatures<float64_t>* l, CSimpleFeatures<float64_t>* r);
virtual ~CManhattanMetric();
/** init distance
*
* @param l features of left-hand side
* @param r features of right-hand side
* @return if init was successful
*/
virtual bool init(CFeatures* l, CFeatures* r);
/** cleanup distance */
virtual void cleanup();
/** get distance type we are
*
* @return distance type MANHATTAN
*/
virtual EDistanceType get_distance_type() { return D_MANHATTAN; }
/** get name of the distance
*
* @return name Manhattan-Metric
*/
virtual const char* get_name() const { return "ManhattanMetric"; }
protected:
/// compute distance for features a and b
/// idx_{a,b} denote the index of the feature vectors
/// in the corresponding feature object
virtual float64_t compute(int32_t idx_a, int32_t idx_b);
};
} // namespace shogun
#endif /* _MANHATTANMETRIC_H___ */
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