KDECleanRules< TreeType > Class Template Reference

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. More...
double	BaseCase (const size_t, const size_t)
	Base Case. More...
double	Rescore (const size_t, TreeType &, const double oldScore) const
	SingleTree Rescore. More...
double	Rescore (TreeType &, TreeType &, const double oldScore) const
	Dual-Tree Rescore. More...
double	Score (const size_t, TreeType &referenceNode)
	SingleTree Score. More...
double	Score (TreeType &queryNode, TreeType &referenceNode)
	Dual-Tree Score. More...
const TraversalInfoType &	TraversalInfo () const
	Get traversal information. More...
TraversalInfoType &	TraversalInfo ()
	Modify traversal information. More...

Detailed Description

template<typename TreeType>
class mlpack::kde::KDECleanRules< TreeType >

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

Definition at line 185 of file kde_rules.hpp.

Member Typedef Documentation

TraversalInfoType

typedef tree::TraversalInfo<TreeType> TraversalInfoType

Definition at line 210 of file kde_rules.hpp.

Constructor & Destructor Documentation

KDECleanRules()

KDECleanRules ( )

inline

Construct KDECleanRules.

Definition at line 189 of file kde_rules.hpp.

Member Function Documentation

BaseCase()

double BaseCase	(	const size_t	,
		const size_t
	)

Base Case.

Rescore() [1/2]

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

inline

SingleTree Rescore.

Definition at line 198 of file kde_rules.hpp.

Rescore() [2/2]

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

inline

Dual-Tree Rescore.

Definition at line 206 of file kde_rules.hpp.

Score() [1/2]

double Score	(	const size_t	,
		TreeType &	referenceNode
	)

SingleTree Score.

Score() [2/2]

double Score	(	TreeType &	queryNode,
		TreeType &	referenceNode
	)

Dual-Tree Score.

TraversalInfo() [1/2]

const TraversalInfoType& TraversalInfo ( ) const

inline

Get traversal information.

Definition at line 213 of file kde_rules.hpp.

TraversalInfo() [2/2]

TraversalInfoType& TraversalInfo ( )

inline

Modify traversal information.

Definition at line 216 of file kde_rules.hpp.

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

• src/mlpack/methods/kde/kde_rules.hpp