ml_classifiers::SVMClassifier Class Reference

#include <svm_classifier.hpp>

Inheritance diagram for ml_classifiers::SVMClassifier:

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 Member Functions inherited from ml_classifiers::Classifier
	Classifier ()
virtual	~Classifier ()

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 51 of file svm_classifier.hpp.

Constructor & Destructor Documentation

SVMClassifier()

ml_classifiers::SVMClassifier::SVMClassifier

(

)

Definition at line 45 of file svm_classifier.cpp.

~SVMClassifier()

ml_classifiers::SVMClassifier::~SVMClassifier

(

)

Definition at line 47 of file svm_classifier.cpp.

Member Function Documentation

addTrainingPoint()

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

virtual

Implements ml_classifiers::Classifier.

Definition at line 56 of file svm_classifier.cpp.

classifyPoint()

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

virtual

Implements ml_classifiers::Classifier.

Definition at line 295 of file svm_classifier.cpp.

clear()

void ml_classifiers::SVMClassifier::clear ( )

virtual

Implements ml_classifiers::Classifier.

Definition at line 286 of file svm_classifier.cpp.

load()

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

virtual

Implements ml_classifiers::Classifier.

Definition at line 51 of file svm_classifier.cpp.

save()

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

virtual

Implements ml_classifiers::Classifier.

Definition at line 49 of file svm_classifier.cpp.

train()

void ml_classifiers::SVMClassifier::train ( )

virtual

Implements ml_classifiers::Classifier.

Definition at line 61 of file svm_classifier.cpp.

Member Data Documentation

class_data

ClassMap ml_classifiers::SVMClassifier::class_data

Definition at line 54 of file svm_classifier.hpp.

label_int_to_str

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

Definition at line 58 of file svm_classifier.hpp.

label_str_to_int

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

Definition at line 57 of file svm_classifier.hpp.

scaling_factors

double** ml_classifiers::SVMClassifier::scaling_factors

Definition at line 59 of file svm_classifier.hpp.

svm_data

svm_problem ml_classifiers::SVMClassifier::svm_data

Definition at line 55 of file svm_classifier.hpp.

trained_model

svm_model* ml_classifiers::SVMClassifier::trained_model

Definition at line 56 of file svm_classifier.hpp.

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

• svm_classifier.hpp
• svm_classifier.cpp