curfil::SplitFunction< Instance, FeatureFunction > Class Template Reference

Class used to get the splitting score for a given feature and threshold. More...

#include <random_tree.h>

Public Member Functions
	SplitFunction (size_t featureId, const FeatureFunction &feature, float threshold, ScoreType score)
	creates a SplitFunction object using the feature and threshold used when splitting and the resulting score
SplitFunction &	operator= (const SplitFunction &other)
	uses another SplitFunction object to set the attributes
SplitBranch	split (const Instance &instance, bool &flippedSameSplit) const
const FeatureFunction &	getFeature () const
float	getThreshold () const
ScoreType	getScore () const
size_t	getFeatureId () const

Detailed Description

template<class Instance, class FeatureFunction>
class curfil::SplitFunction< Instance, FeatureFunction >

Class used to get the splitting score for a given feature and threshold.

Definition at line 61 of file random_tree.h.

Member Function Documentation

template<class Instance, class FeatureFunction>

const FeatureFunction& curfil::SplitFunction< Instance, FeatureFunction >::getFeature ( ) const

inline

Returns

the underlying feature used

Definition at line 121 of file random_tree.h.

template<class Instance, class FeatureFunction>

size_t curfil::SplitFunction< Instance, FeatureFunction >::getFeatureId ( ) const

inline

Returns

the featue ID

Definition at line 144 of file random_tree.h.

template<class Instance, class FeatureFunction>

ScoreType curfil::SplitFunction< Instance, FeatureFunction >::getScore ( ) const

inline

Returns

the score used

Definition at line 136 of file random_tree.h.

template<class Instance, class FeatureFunction>

float curfil::SplitFunction< Instance, FeatureFunction >::getThreshold ( ) const

inline

Returns

the threshold used

Definition at line 128 of file random_tree.h.

template<class Instance, class FeatureFunction>

SplitBranch curfil::SplitFunction< Instance, FeatureFunction >::split ( const Instance &  instance, bool &  flippedSameSplit  ) const

inline

Returns

left or right branch for a given instance and feature function.

Definition at line 94 of file random_tree.h.

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

• src/curfil/random_tree.h