ml_classifiers::NearestNeighborClassifier Class Reference

#include <nearest_neighbor_classifier.h>

Inheritance diagram for ml_classifiers::NearestNeighborClassifier:

List of all members.

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 Attributes
ClassMap	class_data

---

Detailed Description

Definition at line 52 of file nearest_neighbor_classifier.h.

---

Constructor & Destructor Documentation

ml_classifiers::NearestNeighborClassifier::NearestNeighborClassifier

(

)

Definition at line 51 of file nearest_neighbor_classifier.cpp.

ml_classifiers::NearestNeighborClassifier::~NearestNeighborClassifier

(

)

Definition at line 53 of file nearest_neighbor_classifier.cpp.

---

Member Function Documentation

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

Implements ml_classifiers::Classifier.

Definition at line 59 of file nearest_neighbor_classifier.cpp.

string ml_classifiers::NearestNeighborClassifier::classifyPoint

(

const std::vector< double >

point

)

[virtual]

Implements ml_classifiers::Classifier.

Definition at line 71 of file nearest_neighbor_classifier.cpp.

void ml_classifiers::NearestNeighborClassifier::clear

(

)

[virtual]

Implements ml_classifiers::Classifier.

Definition at line 66 of file nearest_neighbor_classifier.cpp.

bool ml_classifiers::NearestNeighborClassifier::load

(

const std::string

filename

)

[virtual]

Implements ml_classifiers::Classifier.

Definition at line 57 of file nearest_neighbor_classifier.cpp.

void ml_classifiers::NearestNeighborClassifier::save

(

const std::string

filename

)

[virtual]

Implements ml_classifiers::Classifier.

Definition at line 55 of file nearest_neighbor_classifier.cpp.

void ml_classifiers::NearestNeighborClassifier::train

(

)

[virtual]

Implements ml_classifiers::Classifier.

Definition at line 64 of file nearest_neighbor_classifier.cpp.

---

Member Data Documentation

ClassMap ml_classifiers::NearestNeighborClassifier::class_data

Definition at line 55 of file nearest_neighbor_classifier.h.

---

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

• nearest_neighbor_classifier.h
• nearest_neighbor_classifier.cpp