mlpack
2.2.5
|
BiSearchVisitor executes a bichromatic range search on the given RSType. More...
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... | |
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 76 of file rs_model.hpp.
Alias template necessary for visual c++ compiler.
Definition at line 99 of file rs_model.hpp.
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.
void operator() | ( | RSTypeT< TreeType > * | rs | ) | const |
Default Bichromatic range search on the given RSType instance.
void operator() | ( | RSTypeT< tree::KDTree > * | rs | ) | const |
Bichromatic range search on the given RSType specialized for KDTrees.
void operator() | ( | RSTypeT< tree::BallTree > * | rs | ) | const |
Bichromatic range search on the given RSType specialized for BallTrees.
void operator() | ( | RSTypeT< tree::Octree > * | rs | ) | const |
Bichromatic range search specialized for octrees.