opennn::InputSelectionResult Struct Reference

#include <opennn/model_selection/input_selection.h>

Public Member Functions
	InputSelectionResult (const Index=0)
Index	get_epochs_number () const
void	set (const Index=0)
void	resize_history (const Index)
void	print () const

Public Attributes
VectorR	optimal_parameters
VectorR	training_error_history
VectorR	validation_error_history
VectorR	mean_validation_error_history
VectorR	mean_training_error_history
float	optimum_training_error = MAX
float	optimum_validation_error = MAX
vector< string >	optimal_input_variable_names
vector< Index >	optimal_input_variables_indices
VectorB	optimal_inputs
optional< InputSelection::StoppingCondition >	stopping_condition
string	elapsed_time

Constructor & Destructor Documentation

InputSelectionResult()

opennn::InputSelectionResult::InputSelectionResult

(

const Index

= 0

)

Member Function Documentation

get_epochs_number()

Index opennn::InputSelectionResult::get_epochs_number ( ) const

inline

print()

void opennn::InputSelectionResult::print

(

)

const

resize_history()

void opennn::InputSelectionResult::resize_history

(

const Index

)

set()

void opennn::InputSelectionResult::set

(

const Index

= 0

)

Member Data Documentation

elapsed_time

string opennn::InputSelectionResult::elapsed_time

mean_training_error_history

VectorR opennn::InputSelectionResult::mean_training_error_history

mean_validation_error_history

VectorR opennn::InputSelectionResult::mean_validation_error_history

optimal_input_variable_names

vector<string> opennn::InputSelectionResult::optimal_input_variable_names

optimal_input_variables_indices

vector<Index> opennn::InputSelectionResult::optimal_input_variables_indices

optimal_inputs

VectorB opennn::InputSelectionResult::optimal_inputs

optimal_parameters

VectorR opennn::InputSelectionResult::optimal_parameters

optimum_training_error

float opennn::InputSelectionResult::optimum_training_error = MAX

optimum_validation_error

float opennn::InputSelectionResult::optimum_validation_error = MAX

stopping_condition

optional<InputSelection::StoppingCondition> opennn::InputSelectionResult::stopping_condition

training_error_history

VectorR opennn::InputSelectionResult::training_error_history

validation_error_history

VectorR opennn::InputSelectionResult::validation_error_history