Point Cloud Library (PCL) 1.12.0
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List of all members | Public Types | Public Member Functions
pcl::DecisionTreeTrainerDataProvider< FeatureType, DataSet, LabelType, ExampleIndex, NodeType > Class Template Referenceabstract

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

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

Public Types

using Ptr
 
using ConstPtr
 

Public Member Functions

 DecisionTreeTrainerDataProvider ()
 Constructor.
 
 ~DecisionTreeTrainerDataProvider ()
 Destructor.
 
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.
 

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
Initial value:
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
Initial value:
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 ( )
inline

Constructor.

Definition at line 70 of file decision_tree_data_provider.h.

◆ ~DecisionTreeTrainerDataProvider()

Destructor.

Definition at line 73 of file decision_tree_data_provider.h.

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 >.


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