What does this mean? That my neural network can get to a good MSE very quickly suggests maybe I have too complex a model. (I think?) But that the MSE/R2 is ok, hardly great, and also seems to improve, slower and slower and slower, but I've never known a training point where it doesn't improve (e.g. even if 0.001 MSE over 50 epochs), which could suggest my model isn't complex enough to capture all the points?

I am confused. :)



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