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 TraversalInfoTypeTraversalInfo () const
 Get traversal information. More...

 
TraversalInfoTypeTraversalInfo ()
 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

Definition at line 210 of file kde_rules.hpp.

Constructor & Destructor Documentation

◆ KDECleanRules()

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.

References KDERules< MetricType, KernelType, TreeType >::Score().

◆ 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.


The documentation for this class was generated from the following file:
  • /home/ryan/src/mlpack.org/_src/mlpack-3.3.2/src/mlpack/methods/kde/kde_rules.hpp