shark::CARTClassifier< LabelType >::NodeInfo Struct Reference

#include <shark/Models/Trees/CARTClassifier.h>

Public Member Functions
template<class Archive >
void	serialize (Archive &ar, const unsigned int version)
	NodeInfo ()
	NodeInfo (std::size_t nodeId)
	NodeInfo (std::size_t nodeId, LabelType label)
	NodeInfo (NodeInfo const &)=default
NodeInfo &	operator= (NodeInfo const &)=default
	NodeInfo (NodeInfo &&n)
NodeInfo &	operator= (NodeInfo &&n)

Public Attributes
std::size_t	nodeId
std::size_t	attributeIndex
double	attributeValue
std::size_t	leftNodeId
std::size_t	rightNodeId
LabelType	label
double	misclassProp
std::size_t	r
double	g

Detailed Description

template<class LabelType>
struct shark::CARTClassifier< LabelType >::NodeInfo

Definition at line 66 of file CARTClassifier.h.

Constructor & Destructor Documentation

NodeInfo() [1/5]

template<class LabelType>

shark::CARTClassifier< LabelType >::NodeInfo::NodeInfo ( )

inline

Definition at line 89 of file CARTClassifier.h.

Referenced by shark::CARTClassifier< LabelType >::NodeInfo::NodeInfo().

NodeInfo() [2/5]

template<class LabelType>

shark::CARTClassifier< LabelType >::NodeInfo::NodeInfo ( std::size_t  nodeId )

inlineexplicit

Definition at line 91 of file CARTClassifier.h.

NodeInfo() [3/5]

template<class LabelType>

shark::CARTClassifier< LabelType >::NodeInfo::NodeInfo ( std::size_t  nodeId, LabelType  label  )

inline

Definition at line 93 of file CARTClassifier.h.

References shark::CARTClassifier< LabelType >::NodeInfo::NodeInfo(), and shark::CARTClassifier< LabelType >::NodeInfo::operator=().

NodeInfo() [4/5]

template<class LabelType>

shark::CARTClassifier< LabelType >::NodeInfo::NodeInfo ( NodeInfo const &  )

default

NodeInfo() [5/5]

template<class LabelType>

shark::CARTClassifier< LabelType >::NodeInfo::NodeInfo ( NodeInfo &&  n )

inline

Definition at line 97 of file CARTClassifier.h.

References shark::CARTClassifier< LabelType >::NodeInfo::label.

Member Function Documentation

operator=() [1/2]

template<class LabelType>

NodeInfo& shark::CARTClassifier< LabelType >::NodeInfo::operator= ( NodeInfo const &  )

default

Referenced by shark::CARTClassifier< LabelType >::NodeInfo::NodeInfo().

operator=() [2/2]

template<class LabelType>

NodeInfo& shark::CARTClassifier< LabelType >::NodeInfo::operator= ( NodeInfo &&  n )

inline

Definition at line 103 of file CARTClassifier.h.

References shark::CARTClassifier< LabelType >::NodeInfo::nodeId.

serialize()

template<class LabelType>

template<class Archive >

void shark::CARTClassifier< LabelType >::NodeInfo::serialize ( Archive &  ar, const unsigned int  version  )

inline

Definition at line 78 of file CARTClassifier.h.

References shark::CARTClassifier< LabelType >::NodeInfo::attributeIndex, shark::CARTClassifier< LabelType >::NodeInfo::attributeValue, shark::CARTClassifier< LabelType >::NodeInfo::g, shark::CARTClassifier< LabelType >::NodeInfo::label, shark::CARTClassifier< LabelType >::NodeInfo::leftNodeId, shark::CARTClassifier< LabelType >::NodeInfo::misclassProp, shark::CARTClassifier< LabelType >::NodeInfo::nodeId, shark::CARTClassifier< LabelType >::NodeInfo::r, and shark::CARTClassifier< LabelType >::NodeInfo::rightNodeId.

Member Data Documentation

attributeIndex

template<class LabelType>

std::size_t shark::CARTClassifier< LabelType >::NodeInfo::attributeIndex

Definition at line 68 of file CARTClassifier.h.

Referenced by shark::CARTClassifier< RealVector >::evalPattern(), and shark::CARTClassifier< LabelType >::NodeInfo::serialize().

attributeValue

template<class LabelType>

double shark::CARTClassifier< LabelType >::NodeInfo::attributeValue

Definition at line 69 of file CARTClassifier.h.

Referenced by shark::CARTClassifier< RealVector >::evalPattern(), and shark::CARTClassifier< LabelType >::NodeInfo::serialize().

g

template<class LabelType>

double shark::CARTClassifier< LabelType >::NodeInfo::g

Definition at line 75 of file CARTClassifier.h.

Referenced by shark::CARTClassifier< LabelType >::NodeInfo::serialize().

label

template<class LabelType>

LabelType shark::CARTClassifier< LabelType >::NodeInfo::label

Definition at line 72 of file CARTClassifier.h.

Referenced by shark::CARTClassifier< LabelType >::NodeInfo::NodeInfo(), and shark::CARTClassifier< LabelType >::NodeInfo::serialize().

leftNodeId

template<class LabelType>

std::size_t shark::CARTClassifier< LabelType >::NodeInfo::leftNodeId

Definition at line 70 of file CARTClassifier.h.

Referenced by shark::CARTClassifier< RealVector >::evalPattern(), shark::CARTClassifier< RealVector >::optimizeTree(), and shark::CARTClassifier< LabelType >::NodeInfo::serialize().

misclassProp

template<class LabelType>

double shark::CARTClassifier< LabelType >::NodeInfo::misclassProp

Definition at line 73 of file CARTClassifier.h.

Referenced by shark::CARTClassifier< LabelType >::NodeInfo::serialize().

nodeId

template<class LabelType>

std::size_t shark::CARTClassifier< LabelType >::NodeInfo::nodeId

Definition at line 67 of file CARTClassifier.h.

Referenced by shark::CARTClassifier< RealVector >::evalPattern(), shark::CARTClassifier< LabelType >::NodeInfo::operator=(), and shark::CARTClassifier< LabelType >::NodeInfo::serialize().

r

template<class LabelType>

std::size_t shark::CARTClassifier< LabelType >::NodeInfo::r

Definition at line 74 of file CARTClassifier.h.

Referenced by shark::CARTClassifier< RealVector >::countAttributes(), and shark::CARTClassifier< LabelType >::NodeInfo::serialize().

rightNodeId

template<class LabelType>

std::size_t shark::CARTClassifier< LabelType >::NodeInfo::rightNodeId

Definition at line 71 of file CARTClassifier.h.

Referenced by shark::CARTClassifier< RealVector >::optimizeTree(), and shark::CARTClassifier< LabelType >::NodeInfo::serialize().

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

• include/shark/Models/Trees/CARTClassifier.h