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RMSE or NRMSE ??

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mr mo
mr mo on 10 Jun 2016
Edited: mr mo on 10 Jun 2016
Hello every one
I have a question about RMSE in function approximation with neural networks .
I have Normalized ALL of my Data including train and test data and input and targets in [-1 1]. and I did not denormalize Data in the end including inputs and output of my model and targets and in the end I want to calculate the RMSE value between model outputs and targets.
My question is that should I Divide the RMSE obtained value by 2 or not ? because I normalized Data in [-1 1].
with best Regards.

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