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Extend Learning
Extend Learning.
The Extend Learning facility is used to fill any gaps in the range of training examples or to extend the range. The Input/Output values of the copied examples can be modified by Jitter (a small random number). Three levels of Jitter are available. Contract within range: The Jitter moves the values towards the range average. Expand out of range: The Jitter moves the values away from the range average. The values are not limited by the range. Retain current range: Copied examples that would result in a change of range are deleted.
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Enter the number of extra example rows to produce by copying and jittering.
Jitter the input values of the copied example rows by a random amount.
Jitter the output values of the copied example rows by a random amount.
Set the range of copied values after jittering.
