BiSearchVisitor executes a bichromatic range search on the given RSType. More...

Inheritance diagram for BiSearchVisitor:

Public Types
template < template < typename TreeMetricType , typename TreeStatType , typename TreeMatType > class TreeType >
using	RSTypeT = RSType< TreeType >
	Alias template necessary for visual c++ compiler. More...

Public Member Functions
	BiSearchVisitor (const arma::mat &querySet, const math::Range &range, std::vector< std::vector< size_t >> &neighbors, std::vector< std::vector< double >> &distances, const size_t leafSize)
	Construct the BiSearchVisitor. More...

template < template < typename TreeMetricType , typename TreeStatType , typename TreeMatType > class TreeType >
void	operator() (RSTypeT< TreeType > *rs) const
	Default Bichromatic range search on the given RSType instance. More...

void	operator() (RSTypeT< tree::KDTree > *rs) const
	Bichromatic range search on the given RSType specialized for KDTrees. More...

void	operator() (RSTypeT< tree::BallTree > *rs) const
	Bichromatic range search on the given RSType specialized for BallTrees. More...

void	operator() (RSTypeT< tree::Octree > *rs) const
	Bichromatic range search specialized for octrees. More...

Detailed Description

BiSearchVisitor executes a bichromatic range search on the given RSType.

We use template specialization to differentiate those tree types that accept leafSize as a parameter. In these cases, before doing range search, a query tree with proper leafSize is built from the querySet.

Definition at line 71 of file rs_model.hpp.

Member Typedef Documentation

◆ RSTypeT

using RSTypeT = RSType<TreeType>

Alias template necessary for visual c++ compiler.

Definition at line 94 of file rs_model.hpp.

Constructor & Destructor Documentation

◆ BiSearchVisitor()

BiSearchVisitor	(	const arma::mat &	querySet,
		const math::Range &	range,
		std::vector< std::vector< size_t >> &	neighbors,
		std::vector< std::vector< double >> &	distances,
		const size_t	leafSize
	)

Construct the BiSearchVisitor.

Member Function Documentation

◆ operator()() [1/4]

void operator() ( RSTypeT< TreeType > * rs ) const

Default Bichromatic range search on the given RSType instance.

◆ operator()() [2/4]

void operator() ( RSTypeT< tree::KDTree > * rs ) const

Bichromatic range search on the given RSType specialized for KDTrees.

◆ operator()() [3/4]

void operator() ( RSTypeT< tree::BallTree > * rs ) const

Bichromatic range search on the given RSType specialized for BallTrees.

◆ operator()() [4/4]

void operator() ( RSTypeT< tree::Octree > * rs ) const

Bichromatic range search specialized for octrees.

The documentation for this class was generated from the following file:

/home/ryan/src/mlpack.org/_src/mlpack-3.2.1/src/mlpack/methods/range_search/rs_model.hpp

Public Types

Public Member Functions