addNet read -i 10 -t 5 CONTINUOUS

#Add the unit groups (layers)
addGroup word 22 INPUT
addGroup hidden 6
addGroup spelling 9 OUTPUT

#Connect the groups
connectGroups word hidden -m 0 -r 0.05
connectGroups hidden spelling -bidirectional
connectGroups hidden hidden
connectGroups spelling spelling

#plot the network in the unit viewer
autoPlot 3

#Set the learning rate
setObj learningRate 0.01

#Set the number of training updates
setObj numUpdates 5000

#Set the criterion to move from event to event
#during training (ie model will move to
#next event when all output units are within
#0.2 of their target values
setObj trainGroupCrit 0.2

#Set the same criterion for testing the model
setObj testGroupCrit 0.2

#Load example set for training and testing
loadExamples read.ex -set train -exmode PER
loadExamples read.ex -set test -exmode ORD

#Load additional procedures for writing data
source my_procs.tcl