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SECURITY.NET
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1996-08-27
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[TRAINING] PATTERN %training method
[MINWEIGHTS] -10 %minimum weight value
[MAXWEIGHTS] 10 %maximum weight value
[PERTURBATION] 20 %maximum weight perturbation
[SATURATION] 80 %saturation threshold
[PREVSAT] 1 %prevent saturation flag
[PLOTMEM] 1 %plot memorization flag
[PATTERNCLIP] 1 %Learned pattern clipping
[TOLERANCE] 0.01 %solution tolerance
[GAIN] 0.1 %learning gain
[MOMENTUM] 0 %learning momentum
[ERRORMARGIN] 0.1 %classification error margin
[RPROPWTINC] 1.2 %RPROP Weight increase
[RPROPWTDEC] 0.5 %RPROP Weight decrease
[RPROPWTMAX] 50 %RPROP Max Weight change
[RPROPWTMIN] 1e-06 %RPROP Min Weight change
[RPROPINIWT] 0.001 %RPROP Initial Weight change
[QUICKPROPMU] 1.75 %QuickProp Max Weight change
[DBDWTINC] 0.06 %DBD Weight increase
[DBDWTDEC] 0.2 %DBD Weight decrease
[DBDAVERAGE] 0.7 %RPROP Weight increase
[EPOCHS] 100000 %max # of training cycles
[LAYERS] 3 %total number of layers
[LAYERDATA] 33 6 1 %# of neurons in each layer
[TRAININGFILE] SECURITY.TRN
[WEIGHTSFILE] SECURITY.WTS
[TESTFILE] SECURITY.TST