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

Utility class for evaluating a decision forests. More...

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

Public Member Functions
	DecisionForestEvaluator ()
	Constructor. More...
virtual	~DecisionForestEvaluator ()
	Destructor. More...
void	evaluate (pcl::DecisionForest< NodeType > &DecisionForestEvaluator, pcl::FeatureHandler< FeatureType, DataSet, ExampleIndex > &feature_handler, pcl::StatsEstimator< LabelType, NodeType, DataSet, ExampleIndex > &stats_estimator, DataSet &data_set, std::vector< ExampleIndex > &examples, std::vector< LabelType > &label_data)
	Evaluates the specified examples using the supplied forest. More...
void	evaluate (pcl::DecisionForest< NodeType > &DecisionForestEvaluator, pcl::FeatureHandler< FeatureType, DataSet, ExampleIndex > &feature_handler, pcl::StatsEstimator< LabelType, NodeType, DataSet, ExampleIndex > &stats_estimator, DataSet &data_set, ExampleIndex example, std::vector< NodeType > &leaves)
	Evaluates a specific patch using the supplied forest. More...

Detailed Description

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

Utility class for evaluating a decision forests.

Definition at line 56 of file decision_forest_evaluator.h.

Constructor & Destructor Documentation

DecisionForestEvaluator()

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

pcl::DecisionForestEvaluator< FeatureType, DataSet, LabelType, ExampleIndex, NodeType >::DecisionForestEvaluator

Constructor.

Definition at line 53 of file decision_forest_evaluator.hpp.

~DecisionForestEvaluator()

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

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

virtualdefault

Destructor.

Member Function Documentation

evaluate() [1/2]

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

void pcl::DecisionForestEvaluator< FeatureType, DataSet, LabelType, ExampleIndex, NodeType >::evaluate	(	pcl::DecisionForest< NodeType > &	DecisionForestEvaluator,
		pcl::FeatureHandler< FeatureType, DataSet, ExampleIndex > &	feature_handler,
		pcl::StatsEstimator< LabelType, NodeType, DataSet, ExampleIndex > &	stats_estimator,
		DataSet &	data_set,
		ExampleIndex	example,
		std::vector< NodeType > &	leaves
	)

Evaluates a specific patch using the supplied forest.

Parameters

[in]	DecisionForestEvaluator	the decision forest
[in]	feature_handler	the feature handler used to train the tree
[in]	stats_estimator	the statistics estimation instance used while training the tree
[in]	data_set	the data set used for evaluation
[in]	example	the examples that have to be evaluated
[out]	leaves	the leaves where the patch arrives

Definition at line 105 of file decision_forest_evaluator.hpp.

evaluate() [2/2]

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

void pcl::DecisionForestEvaluator< FeatureType, DataSet, LabelType, ExampleIndex, NodeType >::evaluate	(	pcl::DecisionForest< NodeType > &	DecisionForestEvaluator,
		pcl::FeatureHandler< FeatureType, DataSet, ExampleIndex > &	feature_handler,
		pcl::StatsEstimator< LabelType, NodeType, DataSet, ExampleIndex > &	stats_estimator,
		DataSet &	data_set,
		std::vector< ExampleIndex > &	examples,
		std::vector< LabelType > &	label_data
	)

Evaluates the specified examples using the supplied forest.

Parameters

[in]	DecisionForestEvaluator	the decision forest
[in]	feature_handler	the feature handler used to train the tree
[in]	stats_estimator	the statistics estimation instance used while training the tree
[in]	data_set	the data set used for evaluation
[in]	examples	the examples that have to be evaluated
[out]	label_data	the destination for the resulting label data

Definition at line 72 of file decision_forest_evaluator.hpp.

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

• pcl/ml/dt/decision_forest_evaluator.h
• pcl/ml/impl/dt/decision_forest_evaluator.hpp