mlpack::tree::CoverTree< MetricType, StatisticType, MatType, RootPointPolicy >::SingleTreeTraverser< RuleType > Class Template Reference

A single-tree cover tree traverser; see single_tree_traverser.hpp for implementation. More...

#include <cover_tree.hpp>

Public Member Functions
	SingleTreeTraverser (RuleType &rule)
	Initialize the single tree traverser with the given rule.
void	Traverse (const size_t queryIndex, CoverTree &referenceNode)
	Traverse the tree with the given point. More...
size_t	NumPrunes () const
	Get the number of prunes so far.
size_t &	NumPrunes ()
	Set the number of prunes (good for a reset to 0).

Detailed Description

template<typename MetricType = metric::LMetric<2, true>, typename StatisticType = EmptyStatistic, typename MatType = arma::mat, typename RootPointPolicy = FirstPointIsRoot>
template<typename RuleType>
class mlpack::tree::CoverTree< MetricType, StatisticType, MatType, RootPointPolicy >::SingleTreeTraverser< RuleType >

A single-tree cover tree traverser; see single_tree_traverser.hpp for implementation.

Member Function Documentation

Traverse()

template<typename MetricType , typename StatisticType , typename MatType , typename RootPointPolicy >

template<typename RuleType >

void mlpack::tree::CoverTree< MetricType, StatisticType, MatType, RootPointPolicy >::SingleTreeTraverser< RuleType >::Traverse	(	const size_t	queryIndex,
		CoverTree &	referenceNode
	)

Traverse the tree with the given point.

Parameters

queryIndex	The index of the point in the query set which is 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/cover_tree/cover_tree.hpp
• src/mlpack/core/tree/cover_tree/single_tree_traverser.hpp
• src/mlpack/core/tree/cover_tree/single_tree_traverser_impl.hpp