The result of The Lack of Fit F-value of 3.20 implies the Lack of Fit is not significant relative to the pure error, and there is a 11.38% chance that a Lack of Fit F-value this large could occur due to noise. Non-significant lack of fit is a good one needed for the Model to fit.