Function
This app will perform backpropagation and backpropagation learning with forgetting training on MLPs.
Usage
TrainMLP parameterfile
Parameter File Example
WeightFile = iris.wgt
DestinationFile = iris-trn.wgt
TrainingFile = iris.trn
Epochs = 4000
LearningRate = 0.8
Momentum = 0.5
Batch = false
LWF = true
ForgettingRate = 0.035
Parameter File Explained
WeightFile : file to load MLP to train from
DestinationFile : file to save trained MLP to
TrainingFile : file to load traiing data from
Epochs : number of epochs to train for
LearningRate : learning rate training parameter
Momentum : momentum training parameter
Batch : true = use batch mode training, false don't
LWF : true = use Learning With Forgetting
ForgettingRate : weight decay term for LWF training
This page is maintained by Michael Watts (http://mike.watts.net.nz)
Last modified on: 12/10/98.