moabb
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BNCI2014009 scaling issues?
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The overall shape of the ERPs for Target / NonTarget seem to be plausible for this dataset. However, the absolute scalings appear to be off.

Intuitively, I would guess its off by a factor of 10, but I do not know exactly. This does not matter for most classifiers, but can impact preprocessing, e.g. when you reject epochs where minmax exceeds 100 muV or so.
I think it is ok for most classifiers. Did you see any bad scaling factor in the code?