pcl::DecisionTree< NodeType > Class Template Reference

Class representing a decision tree. More...

#include <pcl/ml/dt/decision_tree.h>

Public Member Functions
	DecisionTree ()
	Constructor. More...
virtual	~DecisionTree ()=default
	Destructor. More...
void	setRoot (const NodeType &root)
	Sets the root node of the tree. More...
NodeType &	getRoot ()
	Returns the root node of the tree. More...
void	serialize (::std::ostream &stream) const
	Serializes the decision tree. More...
void	deserialize (::std::istream &stream)
	Deserializes the decision tree. More...

Detailed Description

template<class NodeType>
class pcl::DecisionTree< NodeType >

Class representing a decision tree.

Definition at line 49 of file decision_tree.h.

Constructor & Destructor Documentation

DecisionTree()

template<class NodeType >

pcl::DecisionTree< NodeType >::DecisionTree ( )

inline

Constructor.

Definition at line 52 of file decision_tree.h.

~DecisionTree()

template<class NodeType >

virtual pcl::DecisionTree< NodeType >::~DecisionTree ( )

virtualdefault

Destructor.

Member Function Documentation

deserialize()

template<class NodeType >

void pcl::DecisionTree< NodeType >::deserialize ( ::std::istream &  stream )

inline

Deserializes the decision tree.

Parameters

[in]

stream

the source for the deserialization

Definition at line 89 of file decision_tree.h.

getRoot()

template<class NodeType >

NodeType& pcl::DecisionTree< NodeType >::getRoot ( )

inline

Returns the root node of the tree.

Definition at line 69 of file decision_tree.h.

Referenced by pcl::DecisionTreeEvaluator< FeatureType, DataSet, LabelType, ExampleIndex, NodeType >::evaluate(), pcl::DecisionTreeEvaluator< FeatureType, DataSet, LabelType, ExampleIndex, NodeType >::evaluateAndAdd(), pcl::DecisionTreeEvaluator< FeatureType, DataSet, LabelType, ExampleIndex, NodeType >::getNodes(), and pcl::DecisionTreeTrainer< FeatureType, DataSet, LabelType, ExampleIndex, NodeType >::train().

serialize()

template<class NodeType >

void pcl::DecisionTree< NodeType >::serialize ( ::std::ostream &  stream ) const

inline

Serializes the decision tree.

Parameters

[out]

stream

the destination for the serialization

Definition at line 79 of file decision_tree.h.

setRoot()

template<class NodeType >

void pcl::DecisionTree< NodeType >::setRoot ( const NodeType &  root )

inline

Sets the root node of the tree.

Parameters

[in]

root

the root node

Definition at line 62 of file decision_tree.h.

Referenced by pcl::DecisionTreeTrainer< FeatureType, DataSet, LabelType, ExampleIndex, NodeType >::train().

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

• pcl/ml/dt/decision_tree.h