mlpack::tree::GreedySingleTreeTraverser< TreeType, RuleType > Class Template Reference

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

Private Attributes
size_t	numPrunes
	The number of nodes which have been pruned during traversal. More...
RuleType &	rule
	Reference to the rules with which the tree will be traversed. More...

Detailed Description

template<typename TreeType, typename RuleType>
class mlpack::tree::GreedySingleTreeTraverser< TreeType, RuleType >

Definition at line 23 of file greedy_single_tree_traverser.hpp.

Constructor & Destructor Documentation

template<typename TreeType , typename RuleType >

mlpack::tree::GreedySingleTreeTraverser< TreeType, RuleType >::GreedySingleTreeTraverser

(

RuleType &

rule

)

Instantiate the greedy single tree traverser with the given rule set.

Member Function Documentation

template<typename TreeType , typename RuleType >

size_t mlpack::tree::GreedySingleTreeTraverser< TreeType, RuleType >::NumPrunes ( ) const

inline

Get the number of prunes.

Definition at line 41 of file greedy_single_tree_traverser.hpp.

References mlpack::tree::GreedySingleTreeTraverser< TreeType, RuleType >::numPrunes.

template<typename TreeType , typename RuleType >

void mlpack::tree::GreedySingleTreeTraverser< TreeType, RuleType >::Traverse	(	const size_t	queryIndex,
		TreeType &	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.

Member Data Documentation

template<typename TreeType , typename RuleType >

size_t mlpack::tree::GreedySingleTreeTraverser< TreeType, RuleType >::numPrunes

private

The number of nodes which have been pruned during traversal.

Definition at line 48 of file greedy_single_tree_traverser.hpp.

Referenced by mlpack::tree::GreedySingleTreeTraverser< TreeType, RuleType >::NumPrunes().

template<typename TreeType , typename RuleType >

RuleType& mlpack::tree::GreedySingleTreeTraverser< TreeType, RuleType >::rule

private

Reference to the rules with which the tree will be traversed.

Definition at line 45 of file greedy_single_tree_traverser.hpp.

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

• src/mlpack/core/tree/greedy_single_tree_traverser.hpp