Intelligent Information Systems
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Lecture 13 - Applying Neural Networks
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Overview
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Training ANN
Goal is to maximise generalisation accuracy
Problems with over-training
low training error
high generalisation error
Common practice is to train until a low training error, then evaluate generalisation on test set
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Maintained by Dr Michael J. Watts (
mike.watts.net.nz
).