mlpack::tree::RectangleTree< MetricType, StatisticType, MatType, SplitType, DescentType, AuxiliaryInformationType >::SingleTreeTraverser< RuleType > Class Template Reference

A single traverser for rectangle type trees. More...

#include <rectangle_tree.hpp>

Public Member Functions
	SingleTreeTraverser (RuleType &rule)
	Instantiate the traverser with the given rule set.
void	Traverse (const size_t queryIndex, const RectangleTree &referenceNode)
	Traverse the tree with the given point. More...
size_t	NumPrunes () const
	Get the number of prunes.
size_t &	NumPrunes ()
	Modify the number of prunes.

Detailed Description

template<typename MetricType = metric::EuclideanDistance, typename StatisticType = EmptyStatistic, typename MatType = arma::mat, typename SplitType = RTreeSplit, typename DescentType = RTreeDescentHeuristic, template< typename > class AuxiliaryInformationType = NoAuxiliaryInformation>
template<typename RuleType>
class mlpack::tree::RectangleTree< MetricType, StatisticType, MatType, SplitType, DescentType, AuxiliaryInformationType >::SingleTreeTraverser< RuleType >

A single traverser for rectangle type trees.

See single_tree_traverser.hpp for implementation.

Member Function Documentation

Traverse()

template<typename MetricType , typename StatisticType , typename MatType , typename SplitType , typename DescentType , template< typename > class AuxiliaryInformationType>

template<typename RuleType >

void mlpack::tree::RectangleTree< MetricType, StatisticType, MatType, SplitType, DescentType, AuxiliaryInformationType >::SingleTreeTraverser< RuleType >::Traverse	(	const size_t	queryIndex,
		const RectangleTree &	referenceNode
	)

Traverse the tree with the given point.

Parameters

queryIndex	The index of the point in the query set which is being used as the query point.
referenceNode	The tree node to be traversed.

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

• src/mlpack/core/tree/rectangle_tree/rectangle_tree.hpp
• src/mlpack/core/tree/rectangle_tree/single_tree_traverser.hpp
• src/mlpack/core/tree/rectangle_tree/single_tree_traverser_impl.hpp