Extend Learning

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.
 
 
1

Extra examples

1. Extra examplesEnter the number of extra example rows to produce by copying and jittering.
 
2

Jitter Inputs

2. Jitter InputsJitter the input values of the copied example rows by a random amount.
 
3

Jitter Outputs

3. Jitter OutputsJitter the output values of the copied example rows by a random amount.
 
4

Jitter level

4. Jitter levelSelect the jitter level.
 
5

Range

5. RangeSet the range of copied values after jittering.
 
6

OK

6. OKClick to accept all settings and close the dialog.
 
7

Cancel

7. CancelClick to reject all settings and close the dialog.
 

Created with help of DrExplain