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<typenameTreeType>
class mlpack::kde::KDECleanRules< TreeType >
A dual-tree traversal Rules class for cleaning used trees before performing kernel density estimation.
Definition at line 189 of file kde_rules.hpp.
Member Typedef Documentation
◆ TraversalInfoType
| typedef tree::TraversalInfo<TreeType> TraversalInfoType |
Definition at line 214 of file kde_rules.hpp.
Constructor & Destructor Documentation
◆ KDECleanRules()
|
inline |
Construct KDECleanRules.
Definition at line 193 of file kde_rules.hpp.
References KDERules< MetricType, KernelType, TreeType >::BaseCase(), and KDERules< MetricType, KernelType, TreeType >::Score().
Member Function Documentation
◆ BaseCase()
| double BaseCase | ( | const size_t | , |
| const size_t | |||
| ) |
Base Case.
◆ Rescore() [1/2]
|
inline |
SingleTree Rescore.
Definition at line 202 of file kde_rules.hpp.
References KDERules< MetricType, KernelType, TreeType >::Score().
◆ Rescore() [2/2]
|
inline |
Dual-Tree Rescore.
Definition at line 210 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]
|
inline |
Get traversal information.
Definition at line 217 of file kde_rules.hpp.
◆ TraversalInfo() [2/2]
|
inline |
Modify traversal information.
Definition at line 220 of file kde_rules.hpp.
The documentation for this class was generated from the following file:
- /home/ryan/src/mlpack.org/_src/mlpack-git/src/mlpack/methods/kde/kde_rules.hpp