Public Member Functions | Public Attributes | List of all members
shark::CARTClassifier< LabelType >::SplitInfo Struct Reference

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

Public Member Functions

template<class Archive >
void serialize (Archive &ar, const unsigned int version)
 

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 >::SplitInfo

Definition at line 66 of file CARTClassifier.h.

Member Function Documentation

§ serialize()

template<class LabelType>
template<class Archive >
void shark::CARTClassifier< LabelType >::SplitInfo::serialize ( Archive &  ar,
const unsigned int  version 
)
inline

Definition at line 78 of file CARTClassifier.h.

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

Member Data Documentation

§ attributeIndex

template<class LabelType>
std::size_t shark::CARTClassifier< LabelType >::SplitInfo::attributeIndex

Definition at line 68 of file CARTClassifier.h.

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

§ attributeValue

template<class LabelType>
double shark::CARTClassifier< LabelType >::SplitInfo::attributeValue

Definition at line 69 of file CARTClassifier.h.

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

§ g

template<class LabelType>
double shark::CARTClassifier< LabelType >::SplitInfo::g

Definition at line 75 of file CARTClassifier.h.

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

§ label

template<class LabelType>
LabelType shark::CARTClassifier< LabelType >::SplitInfo::label

Definition at line 72 of file CARTClassifier.h.

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

§ leftNodeId

template<class LabelType>
std::size_t shark::CARTClassifier< LabelType >::SplitInfo::leftNodeId

Definition at line 70 of file CARTClassifier.h.

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

§ misclassProp

template<class LabelType>
double shark::CARTClassifier< LabelType >::SplitInfo::misclassProp

Definition at line 73 of file CARTClassifier.h.

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

§ nodeId

template<class LabelType>
std::size_t shark::CARTClassifier< LabelType >::SplitInfo::nodeId

Definition at line 67 of file CARTClassifier.h.

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

§ r

template<class LabelType>
std::size_t shark::CARTClassifier< LabelType >::SplitInfo::r

Definition at line 74 of file CARTClassifier.h.

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

§ rightNodeId

template<class LabelType>
std::size_t shark::CARTClassifier< LabelType >::SplitInfo::rightNodeId

Definition at line 71 of file CARTClassifier.h.

Referenced by shark::CARTClassifier< RealVector >::optimizeSplitMatrix(), and shark::CARTClassifier< LabelType >::SplitInfo::serialize().

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