0.05. The “Lack of fit F-value” of 2037 implies the Lack of fit is not significant relative to the pure error. There is 18.23% probability that a “Lack of fit F-value” this large could occur due to noise. However, non-significant lack of fit is good in order to ensure the model accuracy.