The value of the average RMSE in my study is 0.523 for training data and 0.514 for testing. I have used 90% data for training and 10% for testing. However I am getting higher RMSE average, is this acceptable? and any study available to cite RMSE average optimum limit?
Andrius Ambrutis
That's hard to say without more info. Is 1 km far? Compared to 1 m? Compared to distance to Moon? If you don't have some limitations how large error can be you might want to include more metrics as well. R2, percentage errors and others might be good start.
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