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what is the expected performance of an ANN after being trained

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if a regression correlation coefficient of at least 0.97 is acceptable, what must be the ANN performance? Is there any relation b/e the two?
[Merged information from duplicate question]
I am not able to get good values of correlation coefficient after training an ANN model using PSO. Kindly suggest parameters that can help achieve it. I am using PSO toolbox by Dr. G. I. Evers from matlab file exchange.
  4 Comments
Walter Roberson
Walter Roberson on 1 Jun 2012
Your duplicate question has been merged into here.
Note: The only regular volunteer who answers NN questions is on vacation for at least one more week, and historically he has not answered PSO questions. There is always a possibility that someone else might answer, but I would suggest that it would be safer to assume that you will not receive a satisfactory solution here in the time you have available.

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