Forward declaration. More...

#include <range_search.hpp>

Inheritance diagram for mlpack::range::LeafSizeRSWrapper< TreeType >:

Collaboration diagram for mlpack::range::LeafSizeRSWrapper< TreeType >:

Public Member Functions
	LeafSizeRSWrapper (const bool singleMode, const bool naive)
	Construct the LeafSizeRSWrapper by delegating to the RSWrapper constructor. More...

virtual	~LeafSizeRSWrapper ()
	Delete the LeafSizeRSWrapper.

virtual LeafSizeRSWrapper *	Clone () const
	Return a copy of the LeafSizeRSWrapper.

virtual void	Train (arma::mat &&referenceSet, const size_t leafSize)
	Train a model with the given parameters. This overload uses leafSize.

virtual void	Search (arma::mat &&querySet, const math::Range &range, std::vector< std::vector< size_t >> &neighbors, std::vector< std::vector< double >> &distances, const size_t leafSize)
	Perform bichromatic search (e.g. More...

template<typename Archive >
void	serialize (Archive &ar, const uint32_t)
	Serialize the RangeSearch model.

Public Member Functions inherited from mlpack::range::RSWrapper< TreeType >
	RSWrapper (const bool singleMode, const bool naive)
	Create the RSWrapper object.

virtual	~RSWrapper ()
	Destruct the RSWrapper (nothing to do).

const arma::mat &	Dataset () const
	Get the dataset.

bool	SingleMode () const
	Get whether single-tree search is being used.

bool &	SingleMode ()
	Modify whether single-tree search is being used.

bool	Naive () const
	Get whether naive search is being used.

bool &	Naive ()
	Modify whether naive search is being used.

virtual void	Search (const math::Range &range, std::vector< std::vector< size_t >> &neighbors, std::vector< std::vector< double >> &distances)
	Perform monochromatic range search (i.e. More...

template<typename Archive >
void	serialize (Archive &ar, const uint32_t)
	Serialize the RangeSearch model.

Public Member Functions inherited from mlpack::range::RSWrapperBase
	RSWrapperBase ()
	Create the RSWrapperBase object. More...

virtual	~RSWrapperBase ()
	Destruct the RSWrapperBase (nothing to do).

Additional Inherited Members
Protected Types inherited from mlpack::range::RSWrapper< TreeType >
typedef RangeSearch< metric::EuclideanDistance, arma::mat, TreeType >	RSType

Protected Attributes inherited from mlpack::range::RSWrapper< TreeType >
RSType	rs
	The instantiated RangeSearch object that we are wrapping.

Detailed Description

template<template< typename TreeMetricType, typename TreeStatType, typename TreeMatType > class TreeType>
class mlpack::range::LeafSizeRSWrapper< TreeType >

Forward declaration.

LeafSizeRSWrapper wraps any RangeSearch type that needs to be able to take the leaf size into account when building trees.

The implementations of Train() and bichromatic Search() take this leaf size into account.

Constructor & Destructor Documentation

◆ LeafSizeRSWrapper()

template<template< typename TreeMetricType, typename TreeStatType, typename TreeMatType > class TreeType>

mlpack::range::LeafSizeRSWrapper< TreeType >::LeafSizeRSWrapper	(	const bool	singleMode,
		const bool	naive
	)

inline

Construct the LeafSizeRSWrapper by delegating to the RSWrapper constructor.

Member Function Documentation

◆ Search()

template<template< typename TreeMetricType, typename TreeStatType, typename TreeMatType > class TreeType>

void mlpack::range::LeafSizeRSWrapper< TreeType >::Search	(	arma::mat &&	querySet,
		const math::Range &	range,
		std::vector< std::vector< size_t >> &	neighbors,
		std::vector< std::vector< double >> &	distances,
		const size_t	leafSize
	)

virtual

Perform bichromatic search (e.g.

search with a separate query set). This overload takes the leaf size into account when building the query tree.

Reimplemented from mlpack::range::RSWrapper< TreeType >.

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

src/mlpack/methods/range_search/range_search.hpp
src/mlpack/methods/range_search/rs_model.hpp
src/mlpack/methods/range_search/rs_model_impl.hpp

Public Member Functions