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How does the scale of the target value effect the Gaussian Process performance?

I am currently working with Gaussian Process to make a surrogate model for temperature prediction. A question arose when I was thinking to make result plots in Celsius instead of Kelvin. I suspect if …
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How does the scale of the target value effect the Gaussian Process performance?

It is observed that the RMSE of the Kelvin model is higher than that of the Celsius model. At first glance, however, it may be expected that the two groups of target values should perform equally well …
Ann's user avatar
  • 43