MLPACK  1.0.8
Classes | Namespaces | Typedefs
lmetric.hpp File Reference
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Classes

class  mlpack::metric::LMetric< Power, TakeRoot >
 The L_p metric for arbitrary integer p, with an option to take the root. More...
 

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 1.0.8.

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.