opennn::NeuronsSelectionResult Struct Reference

#include <opennn/model_selection/growing_neurons.h>

Public Member Functions
	NeuronsSelectionResult (const Index maximum_epochs=0)
void	resize_history (const Index)
void	print () const

Public Attributes
VectorI	neurons_number_history
Index	optimal_neurons_number = 1
VectorR	optimal_parameters
VectorR	training_error_history
VectorR	validation_error_history
float	optimum_training_error = 10.0f
float	optimum_validation_error = 10.0f
optional< GrowingNeurons::StoppingCondition >	stopping_condition
string	elapsed_time

Constructor & Destructor Documentation

NeuronsSelectionResult()

opennn::NeuronsSelectionResult::NeuronsSelectionResult

(

const Index

maximum_epochs = 0

)

Member Function Documentation

print()

void opennn::NeuronsSelectionResult::print

(

)

const

resize_history()

void opennn::NeuronsSelectionResult::resize_history

(

const Index

)

Member Data Documentation

elapsed_time

string opennn::NeuronsSelectionResult::elapsed_time

neurons_number_history

VectorI opennn::NeuronsSelectionResult::neurons_number_history

optimal_neurons_number

Index opennn::NeuronsSelectionResult::optimal_neurons_number = 1

optimal_parameters

VectorR opennn::NeuronsSelectionResult::optimal_parameters

optimum_training_error

float opennn::NeuronsSelectionResult::optimum_training_error = 10.0f

optimum_validation_error

float opennn::NeuronsSelectionResult::optimum_validation_error = 10.0f

stopping_condition

optional<GrowingNeurons::StoppingCondition> opennn::NeuronsSelectionResult::stopping_condition

training_error_history

VectorR opennn::NeuronsSelectionResult::training_error_history

validation_error_history

VectorR opennn::NeuronsSelectionResult::validation_error_history