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Output Coding

Published in SPIE eBooks • Sep 4, 2009
NobleIDNI9P38W65R38S18
Authors:
Kevin Priddy
,
Paul Keller

Abstract

The output neurons of most neural-network architectures produce data in the range of -1 to 1 or 0 to 1, depending on the type of neuron. Therefore, the desired outputs must be coded to fit this scale. Also, non-numeric labels, such as those found with classifiers, must be converted to something nume...

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