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GLTerminator Class Reference

Generalization Loss Terminator by Prechelt. More...

#include <termination.h>

Inheritance diagram for GLTerminator:

List of all members.

Public Methods
	GLTerminator (const PatternSet &validationset, double threshold, int striplen)
bool	check (const ANNetwork &net, int cyclesTrained)
Protected Attributes
double	mThreshold

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Detailed Description

Generalization Loss Terminator by Prechelt.

Parameter about 5 recommended for finding a "good" solution. GL1 a little slower than UP2, GL5 about 1/3 of the speed of UP2. name="GL#", where # is a numeric parameter, typically 2-5.

Definition at line 215 of file termination.h.

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Constructor & Destructor Documentation

GLTerminator (  const PatternSet &    validationset, double    threshold, int    striplen )

Standard constructor. Parameters: validationset  Validation set that is used for measuring the generalization ability of the neural network taught with the separate training data. threshold  Generalization Loss (GL) threshold value to terminate training. striplen  Interval of training cycles between validation and thus early stopping test. Definition at line 181 of file termination.cc.

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Member Data Documentation

double mThreshold [protected]

Generalization loss threshold for stopping. Definition at line 238 of file termination.h.

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

• termination.h
• termination.cc

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