IncrementalNeurons::IncrementalNeuronsResults Struct Reference

This structure contains the training results for the incremental order method. More...

#include <incremental_neurons.h>

Inheritance diagram for IncrementalNeurons::IncrementalNeuronsResults:
NeuronsSelection::Results

Public Member Functions

 IncrementalNeuronsResults ()
 Default constructor.
 
virtual ~IncrementalNeuronsResults ()
 Destructor.
 
- Public Member Functions inherited from NeuronsSelection::Results
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 current order selection results structure.
 

Additional Inherited Members

- Public Attributes inherited from NeuronsSelection::Results
Vector< size_t > neurons_data
 Order of the diferent neural networks.
 
Vector< double > training_loss_data
 Performance of the different neural networks.
 
Vector< double > selection_error_data
 Selection loss of the different neural networks.
 
Vector< double > minimal_parameters
 Vector of parameters for the neural network with minimum selection error.
 
double final_selection_error
 Value of minimum selection error.
 
double final_training_loss
 Value of loss for the neural network with minimum selection error.
 
size_t optimal_neurons_number
 Order of the neural network with minimum selection error.
 
size_t iterations_number
 Number of iterations to perform the order selection.
 
StoppingCondition stopping_condition
 Stopping condition of the algorithm.
 
double elapsed_time
 Elapsed time during the loss of the algortihm.
 

Detailed Description

This structure contains the training results for the incremental order method.

Definition at line 58 of file incremental_neurons.h.


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