sann::Estimator Class Reference

#include <Estimator.hpp>

Inheritance diagram for sann::Estimator:

Public Member Functions
virtual void	init (const std::size_t epoch)=0
virtual bool	stoppingCriteria ()=0
virtual void	update (const std::vector< double > &out, const std::vector< double > &expected)=0
virtual void	plot ()=0
virtual void	terminate ()=0

Detailed Description

This class is the interface for the estimators used in the training phase. It needs to monitor the training phase wrt data. This class has four important method:

• init: it is called at the beginning of each training iteration.
• stoppingCriteria: return true if the training has to be stop, false otherwise. NB: it is called before init.
• update: it is called at the end of training iteration of a single pattern.
• plot: it is called at the end of the epoch, after updating the weight.
• terminate: it is called once just before returning training method.

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

• sann/Estimator.hpp