A dual-tree traversal Rules class for cleaning used trees before performing kernel density estimation. More...

Public Types
typedef tree::TraversalInfo< TreeType >	TraversalInfoType

Public Member Functions
	KDECleanRules ()
	Construct KDECleanRules.

double	BaseCase (const size_t, const size_t)
	Base Case. More...

double	Score (const size_t, TreeType &referenceNode)
	SingleTree Score. More...

double	Rescore (const size_t, TreeType &, const double oldScore) const
	SingleTree Rescore.

double	Score (TreeType &queryNode, TreeType &referenceNode)
	Dual-Tree Score. More...

double	Rescore (TreeType &, TreeType &, const double oldScore) const
	Dual-Tree Rescore.

const TraversalInfoType &	TraversalInfo () const
	Get traversal information.

TraversalInfoType &	TraversalInfo ()
	Modify traversal information.

Detailed Description

A dual-tree traversal Rules class for cleaning used trees before performing kernel density estimation.

Member Function Documentation

template<typename TreeType >

force_inline double mlpack::kde::KDECleanRules< TreeType >::BaseCase	(	const size_t	,
		const size_t
	)

inline

Base Case.

Clean rules base case.

template<typename TreeType >

force_inline double mlpack::kde::KDECleanRules< TreeType >::Score	(	const size_t	,
		TreeType &	referenceNode
	)

inline

SingleTree Score.

Clean rules single-tree score.

template<typename TreeType >

force_inline double mlpack::kde::KDECleanRules< TreeType >::Score	(	TreeType &	queryNode,
		TreeType &	referenceNode
	)

inline

Dual-Tree Score.

Clean rules double-tree score.

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