The lack of fit F-value (114.75) with low p-value (p < 0.05) indicated that the model could be used to predict the responses. The high value of R2 (0.989),adj-R2 (0.978) and pre-R2 (0.940) clearly stated that, the form of the model chosen to represent the actual relationship between the response and independent variables is well correlated