This structure contains the optimization algorithm results.
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Public Member Functions
string	write_stopping_condition () const
	Return a string with the stopping condition of the Results.

string	object_to_string () const
	Returns a string representation of the results structure. More...

void	save (const string &) const

Matrix< string >	write_final_results (const size_t &) const
	Returns a default(empty) string matrix with the final results from training.

void	resize_training_history (const size_t &)
	Resizes training history variables. More...

Matrix< string >	write_final_results (const int &precision=3) const
	Writes final results of the training.

Public Attributes
StoppingCondition	stopping_condition
	Stopping condition of the algorithm.

Vector< double >	training_error_history
	History of the loss function loss over the training iterations.

Vector< double >	selection_error_history
	History of the selection error over the training iterations.

Vector< double >	final_parameters
	Final neural network parameters vector.

double	final_parameters_norm
	Final neural network parameters norm.

double	final_training_error
	Final loss function evaluation.

double	final_selection_error
	Final selection error.

double	final_gradient_norm
	Final gradient norm.

double	elapsed_time
	Elapsed time of the training process.

size_t	epochs_number
	Maximum number of training iterations.

string	stopping_criterion
	Stopping criterion.

Detailed Description

This structure contains the optimization algorithm results.

Definition at line 58 of file optimization_algorithm.h.

Member Function Documentation

string object_to_string ( ) const

Returns a string representation of the results structure.

Returns a string representation of the current quasi-Newton method results structure.

void resize_training_history ( const size_t & new_size )

Resizes training history variables.

Resizes all the training history variables.

Parameters

new_size Size of training history variables.

void save ( const string & ) const

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