pcl::DecisionTreeTrainerDataProvider< FeatureType, DataSet, LabelType, ExampleIndex, NodeType > Class Template Reference

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

Inheritance diagram for pcl::DecisionTreeTrainerDataProvider< FeatureType, DataSet, LabelType, ExampleIndex, NodeType >:

Public Types
using	Ptr = shared_ptr< DecisionTreeTrainerDataProvider< FeatureType, DataSet, LabelType, ExampleIndex, NodeType > >
using	ConstPtr = shared_ptr< const DecisionTreeTrainerDataProvider< FeatureType, DataSet, LabelType, ExampleIndex, NodeType > >

Public Member Functions
	DecisionTreeTrainerDataProvider ()=default
	Constructor. More...
virtual	~DecisionTreeTrainerDataProvider ()=default
	Destructor. More...
virtual void	getDatasetAndLabels (DataSet &data_set, std::vector< LabelType > &label_data, std::vector< ExampleIndex > &examples)=0
	Virtual function called to obtain training examples and labels before training a specific tree. More...

Detailed Description

template<class FeatureType, class DataSet, class LabelType, class ExampleIndex, class NodeType>
class pcl::DecisionTreeTrainerDataProvider< FeatureType, DataSet, LabelType, ExampleIndex, NodeType >

Definition at line 50 of file decision_tree_data_provider.h.

Member Typedef Documentation

ConstPtr

template<class FeatureType , class DataSet , class LabelType , class ExampleIndex , class NodeType >

using pcl::DecisionTreeTrainerDataProvider< FeatureType, DataSet, LabelType, ExampleIndex, NodeType >::ConstPtr = shared_ptr<const DecisionTreeTrainerDataProvider<FeatureType, DataSet, LabelType, ExampleIndex, NodeType> >

Definition at line 63 of file decision_tree_data_provider.h.

Ptr

template<class FeatureType , class DataSet , class LabelType , class ExampleIndex , class NodeType >

using pcl::DecisionTreeTrainerDataProvider< FeatureType, DataSet, LabelType, ExampleIndex, NodeType >::Ptr = shared_ptr<DecisionTreeTrainerDataProvider<FeatureType, DataSet, LabelType, ExampleIndex, NodeType> >

Definition at line 58 of file decision_tree_data_provider.h.

Constructor & Destructor Documentation

DecisionTreeTrainerDataProvider()

template<class FeatureType , class DataSet , class LabelType , class ExampleIndex , class NodeType >

pcl::DecisionTreeTrainerDataProvider< FeatureType, DataSet, LabelType, ExampleIndex, NodeType >::DecisionTreeTrainerDataProvider ( )

default

Constructor.

~DecisionTreeTrainerDataProvider()

template<class FeatureType , class DataSet , class LabelType , class ExampleIndex , class NodeType >

virtual pcl::DecisionTreeTrainerDataProvider< FeatureType, DataSet, LabelType, ExampleIndex, NodeType >::~DecisionTreeTrainerDataProvider ( )

virtualdefault

Destructor.

Member Function Documentation

getDatasetAndLabels()

template<class FeatureType , class DataSet , class LabelType , class ExampleIndex , class NodeType >

virtual void pcl::DecisionTreeTrainerDataProvider< FeatureType, DataSet, LabelType, ExampleIndex, NodeType >::getDatasetAndLabels ( DataSet &  data_set, std::vector< LabelType > &  label_data, std::vector< ExampleIndex > &  examples  )

pure virtual

Virtual function called to obtain training examples and labels before training a specific tree.

Implemented in pcl::face_detection::FaceDetectorDataProvider< FeatureType, DataSet, LabelType, ExampleIndex, NodeType >.

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

• pcl/ml/dt/decision_tree_data_provider.h