Point Cloud Library (PCL)
1.8.1
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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... | |
Utility class for evaluating a decision forests.
Definition at line 60 of file decision_forest_evaluator.h.
pcl::DecisionForestEvaluator< FeatureType, DataSet, LabelType, ExampleIndex, NodeType >::DecisionForestEvaluator | ( | ) |
Constructor.
Definition at line 53 of file decision_forest_evaluator.hpp.
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virtual |
Destructor.
Definition at line 60 of file decision_forest_evaluator.hpp.
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.
[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 67 of file decision_forest_evaluator.hpp.
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.
[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 92 of file decision_forest_evaluator.hpp.