The root of the Mean Squared Error between the exact value and the predicted one.
a real vector with the values of the output
a real vector with the predicted values
a real which represents the root of the mean squared error between the target response Y and the fitted one Ypred:
RMSE = sqrt(mean((Y-Ypred)^2)) .
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