DualTreeKMeansRules< MetricType, TreeType > Class Template Reference

Public Types
typedef tree::TraversalInfo < TreeType >	TraversalInfoType

Public Member Functions
	DualTreeKMeansRules (const arma::mat &centroids, const arma::mat &dataset, arma::Row< size_t > &assignments, arma::vec &upperBounds, arma::vec &lowerBounds, MetricType &metric, const std::vector< bool > &prunedPoints, const std::vector< size_t > &oldFromNewCentroids, std::vector< bool > &visited)
double	BaseCase (const size_t queryIndex, const size_t referenceIndex)
size_t	BaseCases () const
size_t &	BaseCases ()
double	Rescore (const size_t queryIndex, TreeType &referenceNode, const double oldScore)
double	Rescore (TreeType &queryNode, TreeType &referenceNode, const double oldScore)
double	Score (const size_t queryIndex, TreeType &referenceNode)
double	Score (TreeType &queryNode, TreeType &referenceNode)
size_t	Scores () const
size_t &	Scores ()
TraversalInfoType &	TraversalInfo ()
const TraversalInfoType &	TraversalInfo () const

Detailed Description

template<typename MetricType, typename TreeType>
class mlpack::kmeans::DualTreeKMeansRules< MetricType, TreeType >

Definition at line 23 of file dual_tree_kmeans_rules.hpp.

Member Typedef Documentation

typedef tree::TraversalInfo<TreeType> TraversalInfoType

Definition at line 47 of file dual_tree_kmeans_rules.hpp.

Constructor & Destructor Documentation

DualTreeKMeansRules	(	const arma::mat &	centroids,
		const arma::mat &	dataset,
		arma::Row< size_t > &	assignments,
		arma::vec &	upperBounds,
		arma::vec &	lowerBounds,
		MetricType &	metric,
		const std::vector< bool > &	prunedPoints,
		const std::vector< size_t > &	oldFromNewCentroids,
		std::vector< bool > &	visited
	)

Member Function Documentation

double BaseCase	(	const size_t	queryIndex,
		const size_t	referenceIndex
	)

size_t BaseCases ( ) const

inline

Definition at line 52 of file dual_tree_kmeans_rules.hpp.

size_t& BaseCases ( )

inline

Definition at line 53 of file dual_tree_kmeans_rules.hpp.

double Rescore	(	const size_t	queryIndex,
		TreeType &	referenceNode,
		const double	oldScore
	)

double Rescore	(	TreeType &	queryNode,
		TreeType &	referenceNode,
		const double	oldScore
	)

double Score	(	const size_t	queryIndex,
		TreeType &	referenceNode
	)

double Score	(	TreeType &	queryNode,
		TreeType &	referenceNode
	)

size_t Scores ( ) const

inline

Definition at line 55 of file dual_tree_kmeans_rules.hpp.

size_t& Scores ( )

inline

Definition at line 56 of file dual_tree_kmeans_rules.hpp.

TraversalInfoType& TraversalInfo ( )

inline

Definition at line 49 of file dual_tree_kmeans_rules.hpp.

const TraversalInfoType& TraversalInfo ( ) const

inline

Definition at line 50 of file dual_tree_kmeans_rules.hpp.

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

• src/mlpack/methods/kmeans/dual_tree_kmeans_rules.hpp