ra_search.hpp File Reference
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Classes

class  RASearch< SortPolicy, MetricType, MatType, TreeType >
 The RASearch class: This class provides a generic manner to perform rank-approximate search via random-sampling. More...

 
class  TrainVisitor< SortPolicy >
 TrainVisitor sets the reference set to a new reference set on the given NSType. More...

 

Namespaces

 mlpack
 
.hpp
 
 mlpack::neighbor
 

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} }

mlpack is free software; you may redistribute it and/or modify it under the terms of the 3-clause BSD license. You should have received a copy of the 3-clause BSD license along with mlpack. If not, see http://www.opensource.org/licenses/BSD-3-Clause for more information.

Definition in file ra_search.hpp.