Reproducing a smooth curve with random data

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Hi guys,
I would like to reproduce the above figure with random data. How can I do it? We lost the source code to reproduce the RMSE so we need to reproduce it manually. The idea basically is to produce 10 curves (blue one and red ones) taht smoothly reproduce the picture above. Is it possible to do so?
Thank you

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