MLPACK  1.0.8
Classes | Namespaces
ra_search.hpp File Reference
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Classes

class  mlpack::neighbor::RAQueryStat< SortPolicy >
 Extra data for each node in the tree. More...
 
class  mlpack::neighbor::RASearch< SortPolicy, MetricType, TreeType >
 The RASearch class: This class provides a generic manner to perform rank-approximate search via random-sampling. More...
 

Namespaces

namespace  mlpack
 Linear algebra utility functions, generally performed on matrices or vectors.
 
namespace  mlpack::neighbor
 Neighbor-search routines.
 

Detailed Description

Author
Parikshit Ram

Defines the RASearch class, which performs an abstract rank-approximate nearest/farthest neighbor query on two datasets.

The details of this method can be found in the following paper:

{ram2009rank, title={{Rank-Approximate Nearest Neighbor Search: Retaining Meaning and Speed in High Dimensions}}, author={{Ram, P. and Lee, D. and Ouyang, H. and Gray, A. G.}}, booktitle={{Advances of Neural Information Processing Systems}}, year={2009} }

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 ra_search.hpp.