opennn::SelectionAlgorithm Class Reference

#include <opennn/model_selection/selection_algorithm.h>

Inheritance diagram for opennn::SelectionAlgorithm:

Public Member Functions
	SelectionAlgorithm (Training *new_training=nullptr)
virtual	~SelectionAlgorithm ()=default
const Training *	get_training () const noexcept
void	set (Training *new_training)
void	set_trials_number (const Index new_trials_number)
void	set_display (bool new_display)
void	set_validation_error_goal (const float new_validation_error_goal)
void	set_maximum_epochs (const Index new_maximum_epochs)
void	set_maximum_validation_failures (const Index new_maximum_validation_failures)
void	set_maximum_time (const float new_maximum_time)
void	set_folds_number (const Index new_folds_number)

Protected Attributes
Training *	training = nullptr
Index	trials_number = 1
Index	folds_number = 1
bool	display = true
float	validation_error_goal = 0
Index	maximum_epochs = 10
Index	maximum_validation_failures = 100
float	maximum_time = 0

Constructor & Destructor Documentation

SelectionAlgorithm()

opennn::SelectionAlgorithm::SelectionAlgorithm ( Training * new_training = nullptr )

inlineexplicit

~SelectionAlgorithm()

virtual opennn::SelectionAlgorithm::~SelectionAlgorithm ( )

virtualdefault

Member Function Documentation

get_training()

const Training * opennn::SelectionAlgorithm::get_training ( ) const

inlinenoexcept

set()

void opennn::SelectionAlgorithm::set ( Training * new_training )

inline

set_display()

void opennn::SelectionAlgorithm::set_display ( bool new_display )

inline

set_folds_number()

void opennn::SelectionAlgorithm::set_folds_number ( const Index new_folds_number )

inline

set_maximum_epochs()

void opennn::SelectionAlgorithm::set_maximum_epochs ( const Index new_maximum_epochs )

inline

set_maximum_time()

void opennn::SelectionAlgorithm::set_maximum_time ( const float new_maximum_time )

inline

set_maximum_validation_failures()

void opennn::SelectionAlgorithm::set_maximum_validation_failures ( const Index new_maximum_validation_failures )

inline

set_trials_number()

void opennn::SelectionAlgorithm::set_trials_number ( const Index new_trials_number )

inline

set_validation_error_goal()

void opennn::SelectionAlgorithm::set_validation_error_goal ( const float new_validation_error_goal )

inline

Member Data Documentation

display

bool opennn::SelectionAlgorithm::display = true

protected

folds_number

Index opennn::SelectionAlgorithm::folds_number = 1

protected

maximum_epochs

Index opennn::SelectionAlgorithm::maximum_epochs = 10

protected

maximum_time

float opennn::SelectionAlgorithm::maximum_time = 0

protected

maximum_validation_failures

Index opennn::SelectionAlgorithm::maximum_validation_failures = 100

protected

training

Training* opennn::SelectionAlgorithm::training = nullptr

protected

trials_number

Index opennn::SelectionAlgorithm::trials_number = 1

protected

validation_error_goal

float opennn::SelectionAlgorithm::validation_error_goal = 0

protected