cilib/cilib — pull request #214 by arneschreuder (2014-08-11 21:01:41+00:00)
Title: NN Output Activations Measurement

NNOutputActivations
================

Description:
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Added the NNOutputActivations measurement to be able to extract the
resulting predictions/classifications made by the NN after each
iteration. An example of where this is useful, is where analysis on the
actual predictions of a given NN has to be made for an experiment such
as Time Series Data Analysis

Example of outcome:
----------------------------
Prerequisites:
* Time Series Data Set, exchange rates over a few years
* FFNN Trained with ChargedPSO (Period: 1)
* Input:
* year: scaled (year-LB)/(UB-LB) where LB = 1965 and UB = 2000
* month: scaled to month/12
* Output:
* Predicted exchange rate, scaled back from (0..1) to (0..140)
* The NN in the example was by no means optimised i.t.o. parameter selection and is just an example of how to outcome can be used.

Simulation (Added measurement):
---------------------------------------------
```xml

```