The values of different tests under coefficient of regression analysis are evaluated and compared in Table 7. The “pred R-squared” value of 0.9878 is in reasonable agreement with the “adj R-squared” value of 0.9854. Reduced cubic model shows an adequate signal with a ratio of 80.510, which is better than the full cubic model and relatively higher than the minimum desired value of 4.