ml_classifiers::NearestNeighborClassifier Class Reference

#include <nearest_neighbor_classifier.hpp>

Inheritance diagram for ml_classifiers::NearestNeighborClassifier:

Public Member Functions
void	addTrainingPoint (std::string target_class, const std::vector< double > point)
std::string	classifyPoint (const std::vector< double > point)
void	clear ()
bool	load (const std::string filename)
	NearestNeighborClassifier ()
void	save (const std::string filename)
void	train ()
	~NearestNeighborClassifier ()
Public Member Functions inherited from ml_classifiers::Classifier
	Classifier ()
virtual	~Classifier ()

Public Attributes
ClassMap	class_data

Detailed Description

Definition at line 49 of file nearest_neighbor_classifier.hpp.

Constructor & Destructor Documentation

NearestNeighborClassifier()

ml_classifiers::NearestNeighborClassifier::NearestNeighborClassifier

(

)

Definition at line 45 of file nearest_neighbor_classifier.cpp.

~NearestNeighborClassifier()

ml_classifiers::NearestNeighborClassifier::~NearestNeighborClassifier

(

)

Definition at line 47 of file nearest_neighbor_classifier.cpp.

Member Function Documentation

addTrainingPoint()

void ml_classifiers::NearestNeighborClassifier::addTrainingPoint ( std::string  target_class, const std::vector< double >  point  )

virtual

Implements ml_classifiers::Classifier.

Definition at line 56 of file nearest_neighbor_classifier.cpp.

classifyPoint()

std::string ml_classifiers::NearestNeighborClassifier::classifyPoint ( const std::vector< double >  point )

virtual

Implements ml_classifiers::Classifier.

Definition at line 69 of file nearest_neighbor_classifier.cpp.

clear()

void ml_classifiers::NearestNeighborClassifier::clear ( )

virtual

Implements ml_classifiers::Classifier.

Definition at line 64 of file nearest_neighbor_classifier.cpp.

load()

bool ml_classifiers::NearestNeighborClassifier::load ( const std::string  filename )

virtual

Implements ml_classifiers::Classifier.

Definition at line 51 of file nearest_neighbor_classifier.cpp.

save()

void ml_classifiers::NearestNeighborClassifier::save ( const std::string  filename )

virtual

Implements ml_classifiers::Classifier.

Definition at line 49 of file nearest_neighbor_classifier.cpp.

train()

void ml_classifiers::NearestNeighborClassifier::train ( )

virtual

Implements ml_classifiers::Classifier.

Definition at line 62 of file nearest_neighbor_classifier.cpp.

Member Data Documentation

class_data

ClassMap ml_classifiers::NearestNeighborClassifier::class_data

Definition at line 52 of file nearest_neighbor_classifier.hpp.

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

• nearest_neighbor_classifier.hpp
• nearest_neighbor_classifier.cpp