mlpack: mlpack Documentation

Inheritance diagram for DualTreeKMeansStatistic:

Inheritance graph

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Public Member Functions
	DualTreeKMeansStatistic ()

template < typename TreeType >
	DualTreeKMeansStatistic (TreeType &node)

const arma::vec &	Centroid () const

arma::vec &	Centroid ()

double	LowerBound () const

double &	LowerBound ()

size_t	NumTrueChildren () const

size_t	Owner () const

size_t &	Owner ()

size_t	Pruned () const

size_t &	Pruned ()

double	StaticLowerBoundMovement () const

double &	StaticLowerBoundMovement ()

bool	StaticPruned () const

bool &	StaticPruned ()

double	StaticUpperBoundMovement () const

double &	StaticUpperBoundMovement ()

void *	TrueChild (const size_t i) const

void *&	TrueChild (const size_t i)

void *	TrueParent () const

void *&	TrueParent ()

double	UpperBound () const

double &	UpperBound ()

Public Member Functions inherited from NeighborSearchStat< neighbor::NearestNeighborSort >
	NeighborSearchStat ()
	Initialize the statistic with the worst possible distance according to our sorting policy. More...

	NeighborSearchStat (TreeType &)
	Initialization for a fully initialized node. More...

double	AuxBound () const
	Get the aux bound. More...

double &	AuxBound ()
	Modify the aux bound. More...

double	FirstBound () const
	Get the first bound. More...

double &	FirstBound ()
	Modify the first bound. More...

double	LastDistance () const
	Get the last distance calculation. More...

double &	LastDistance ()
	Modify the last distance calculation. More...

void	Reset ()
	Reset statistic parameters to initial values. More...

double	SecondBound () const
	Get the second bound. More...

double &	SecondBound ()
	Modify the second bound. More...

void	serialize (Archive &ar, const uint32_t)
	Serialize the statistic to/from an archive. More...

Detailed Description

Definition at line 20 of file dual_tree_kmeans_statistic.hpp.

Constructor & Destructor Documentation

◆ DualTreeKMeansStatistic() [1/2]

DualTreeKMeansStatistic ( )

inline

Definition at line 24 of file dual_tree_kmeans_statistic.hpp.

◆ DualTreeKMeansStatistic() [2/2]

DualTreeKMeansStatistic ( TreeType & node )

inline

Definition at line 40 of file dual_tree_kmeans_statistic.hpp.

Member Function Documentation

◆ Centroid() [1/2]

const arma::vec& Centroid ( ) const

inline

Definition at line 81 of file dual_tree_kmeans_statistic.hpp.

◆ Centroid() [2/2]

arma::vec& Centroid ( )

inline

Definition at line 82 of file dual_tree_kmeans_statistic.hpp.

◆ LowerBound() [1/2]

double LowerBound ( ) const

inline

Definition at line 78 of file dual_tree_kmeans_statistic.hpp.

◆ LowerBound() [2/2]

double& LowerBound ( )

inline

Definition at line 79 of file dual_tree_kmeans_statistic.hpp.

◆ NumTrueChildren()

size_t NumTrueChildren ( ) const

inline

Definition at line 105 of file dual_tree_kmeans_statistic.hpp.

◆ Owner() [1/2]

size_t Owner ( ) const

inline

Definition at line 84 of file dual_tree_kmeans_statistic.hpp.

◆ Owner() [2/2]

size_t& Owner ( )

inline

Definition at line 85 of file dual_tree_kmeans_statistic.hpp.

◆ Pruned() [1/2]

size_t Pruned ( ) const

inline

Definition at line 87 of file dual_tree_kmeans_statistic.hpp.

◆ Pruned() [2/2]

size_t& Pruned ( )

inline

Definition at line 88 of file dual_tree_kmeans_statistic.hpp.

◆ StaticLowerBoundMovement() [1/2]

double StaticLowerBoundMovement ( ) const

inline

Definition at line 96 of file dual_tree_kmeans_statistic.hpp.

◆ StaticLowerBoundMovement() [2/2]

double& StaticLowerBoundMovement ( )

inline

Definition at line 97 of file dual_tree_kmeans_statistic.hpp.

◆ StaticPruned() [1/2]

bool StaticPruned ( ) const

inline

Definition at line 90 of file dual_tree_kmeans_statistic.hpp.

◆ StaticPruned() [2/2]

bool& StaticPruned ( )

inline

Definition at line 91 of file dual_tree_kmeans_statistic.hpp.

◆ StaticUpperBoundMovement() [1/2]

double StaticUpperBoundMovement ( ) const

inline

Definition at line 93 of file dual_tree_kmeans_statistic.hpp.

◆ StaticUpperBoundMovement() [2/2]

double& StaticUpperBoundMovement ( )

inline

Definition at line 94 of file dual_tree_kmeans_statistic.hpp.

◆ TrueChild() [1/2]

void* TrueChild ( const size_t i ) const

inline

Definition at line 102 of file dual_tree_kmeans_statistic.hpp.

◆ TrueChild() [2/2]

void*& TrueChild ( const size_t i )

inline

Definition at line 103 of file dual_tree_kmeans_statistic.hpp.

◆ TrueParent() [1/2]

void* TrueParent ( ) const

inline

Definition at line 99 of file dual_tree_kmeans_statistic.hpp.

◆ TrueParent() [2/2]

void*& TrueParent ( )

inline

Definition at line 100 of file dual_tree_kmeans_statistic.hpp.

◆ UpperBound() [1/2]

double UpperBound ( ) const

inline

Definition at line 75 of file dual_tree_kmeans_statistic.hpp.

◆ UpperBound() [2/2]

double& UpperBound ( )

inline

Definition at line 76 of file dual_tree_kmeans_statistic.hpp.

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

/home/ryan/src/mlpack.org/_src/mlpack-git/src/mlpack/methods/kmeans/dual_tree_kmeans_statistic.hpp