I use the Regression Learner to produce a simple regression model. There are the following information related to the model in the Regression Learner window:
RMSE=3.5007
MSE=12.255
Observations=196.
But, when I exported the model to the workspace I see other value for RMSE: RMSE=3.53.
So, the same model has 2 different RMSEs. The first one is RMSE=3.5007. It is calculated as
RSME=sqrt( sum_of_squared_error / number_of_observations).
The second one (RMSE=3.53) is calculated as
RSME=sqrt( sum_of_squared_error / (number_of_observations – number_of_coefficients) ).
Why is necessary to use 2 various kinds of RMSE in the Regression Learner? May be it is a bug?
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I checked also Curve Fitting Tool. It use the second variant of RMSE.
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