ml_classifiers::SVMClassifier Class Reference

#include <svm_classifier.h>

Inheritance diagram for ml_classifiers::SVMClassifier:

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)
void	save (const std::string filename)
	SVMClassifier ()
void	train ()
	~SVMClassifier ()
Public Attributes
ClassMap	class_data
std::map< int, std::string >	label_int_to_str
std::map< std::string, int >	label_str_to_int
double **	scaling_factors
svm_problem	svm_data
svm_model *	trained_model

---

Detailed Description

Definition at line 53 of file svm_classifier.h.

---

Constructor & Destructor Documentation

ml_classifiers::SVMClassifier::SVMClassifier

(

)

Definition at line 52 of file svm_classifier.cpp.

ml_classifiers::SVMClassifier::~SVMClassifier

(

)

Definition at line 54 of file svm_classifier.cpp.

---

Member Function Documentation

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

Implements ml_classifiers::Classifier.

Definition at line 60 of file svm_classifier.cpp.

string ml_classifiers::SVMClassifier::classifyPoint

(

const std::vector< double >

point

)

[virtual]

Implements ml_classifiers::Classifier.

Definition at line 267 of file svm_classifier.cpp.

void ml_classifiers::SVMClassifier::clear

(

)

[virtual]

Implements ml_classifiers::Classifier.

Definition at line 258 of file svm_classifier.cpp.

bool ml_classifiers::SVMClassifier::load

(

const std::string

filename

)

[virtual]

Implements ml_classifiers::Classifier.

Definition at line 58 of file svm_classifier.cpp.

void ml_classifiers::SVMClassifier::save

(

const std::string

filename

)

[virtual]

Implements ml_classifiers::Classifier.

Definition at line 56 of file svm_classifier.cpp.

void ml_classifiers::SVMClassifier::train

(

)

[virtual]

Implements ml_classifiers::Classifier.

Definition at line 65 of file svm_classifier.cpp.

---

Member Data Documentation

ClassMap ml_classifiers::SVMClassifier::class_data

Definition at line 56 of file svm_classifier.h.

std::map<int,std::string> ml_classifiers::SVMClassifier::label_int_to_str

Definition at line 60 of file svm_classifier.h.

std::map<std::string,int> ml_classifiers::SVMClassifier::label_str_to_int

Definition at line 59 of file svm_classifier.h.

double** ml_classifiers::SVMClassifier::scaling_factors

Definition at line 61 of file svm_classifier.h.

svm_problem ml_classifiers::SVMClassifier::svm_data

Definition at line 57 of file svm_classifier.h.

svm_model* ml_classifiers::SVMClassifier::trained_model

Definition at line 58 of file svm_classifier.h.

---

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

• svm_classifier.h
• svm_classifier.cpp