lmetric.hpp (3)

Src/mlpack/core/metrics/lmetric.hpp -

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  4. lmetric.hpp: Src/mlpack/core/metrics/lmetric.hpp -
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  4. lmetric.hpp: Src/mlpack/core/metrics/lmetric.hpp -

SYNOPSIS

Classes

class mlpack::metric::LMetric< Power, TakeRoot >

The L_p metric for arbitrary integer p, with an option to take the root.

Namespaces

mlpack

Linear algebra utility functions, generally performed on matrices or vectors. mlpack::metric

Typedefs

typedef LMetric< INT_MAX, false > mlpack::metric::ChebyshevDistance

typedef LMetric< 2, true > mlpack::metric::EuclideanDistance

typedef LMetric< 1, false > mlpack::metric::ManhattanDistance

typedef LMetric< 2, false > mlpack::metric::SquaredEuclideanDistance

Detailed Description

Author:

Ryan Curtin

Generalized L-metric, allowing both squared distances to be returned as well as non-squared distances. The squared distances are faster to compute.

This also gives several convenience typedefs for commonly used L-metrics.

This file is part of MLPACK 1.0.10.

MLPACK is free software: you can redistribute it and/or modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version.

MLPACK is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details (LICENSE.txt).

You should have received a copy of the GNU General Public License along with MLPACK. If not, see http://www.gnu.org/licenses/.

Definition in file lmetric.hpp.

Author

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