Table 1.
The actual and predicted data from the BBD design.
| Runs | liquid-to-solid ratio (mL/g) | ultrasonic power (W) | extraction temperature (℃) | processing time (min) | Yield (%) | ||||
|---|---|---|---|---|---|---|---|---|---|
| Actual | RSM Predicted | BP Predicted | GA-BP Predicted | GA-ACO-BP Predicted | |||||
| 1 | −1 (10) | −1 (3 0 0) | 0 (60) | 0 (30) | 25.13 | 25.18 | 25.67 | 23.73 | 24.32 |
| 2 | 1 (20) | −1 (3 0 0) | 0 (60) | 0 (30) | 8.34 | 10.81 | 21.06 | 9.22 | 8.97 |
| 3 | −1 (10) | 1 (4 0 0) | 0 (60) | 0 (30) | 18.76 | 18.76 | 19.04 | 19.66 | 18.47 |
| 4 | 1 (20) | 1 (4 0 0) | 0 (60) | 0 (30) | 23.88 | 26.29 | 24.26 | 25.02 | 26.53 |
| 5 | 0 (15) | 0 (3 5 0) | −1 (40) | −1 (10) | 18.46 | 21.7 | 20.28 | 18.74 | 21.19 |
| 6 | 0 (15) | 0 (3 5 0) | 1 (80) | −1 (10) | 18.71 | 18.74 | 18.42 | 17.77 | 19.95 |
| 7 | 0 (15) | 0 (3 5 0) | −1 (40) | 1 (50) | 18.51 | 20.95 | 17.36 | 18.29 | 19.15 |
| 8 | 0 (15) | 0 (3 5 0) | 1 (80) | 1 (50) | 23.11 | 22.34 | 24.75 | 22.57 | 22.95 |
| 9 | −1 (10) | 0 (3 5 0) | 0 (60) | −1 (10) | 19.23 | 20.07 | 23.50 | 19.23 | 19.01 |
| 10 | 1 (20) | 0 (3 5 0) | 0 (60) | −1 (10) | 21.21 | 21.19 | 21.53 | 21.06 | 21.88 |
| 11 | −1 (10) | 0 (3 5 0) | 0 (60) | 1 (50) | 24.55 | 26.04 | 24.17 | 20.53 | 24.37 |
| 12 | 1 (20) | 0 (3 5 0) | 0 (60) | 1 (50) | 17.44 | 18.07 | 17.40 | 17.78 | 16.96 |
| 13 | 0 (15) | −1 (3 0 0) | −1 (40) | 0 (30) | 19.31 | 21.17 | 21.69 | 19.58 | 18.82 |
| 14 | 0 (15) | 1 (4 0 0) | −1 (40) | 0 (30) | 23.56 | 19.33 | 17.83 | 22.95 | 21.29 |
| 15 | 0 (15) | −1 (3 0 0) | 1 (80) | 0 (30) | 8.32 | 14.01 | 13.60 | 19.49 | 9.26 |
| 16 | 0 (15) | 1 (4 0 0) | 1 (80) | 0 (30) | 25.30 | 24.91 | 25.58 | 25.86 | 24.63 |
| 17 | −1 (10) | 0 (3 5 0) | −1 (40) | 0 (30) | 25.20 | 24.33 | 26.95 | 24.92 | 24.09 |
| 18 | 1 (20) | 0 (3 5 0) | −1 (40) | 0 (30) | 22.41 | 19.98 | 21.78 | 17.27 | 22.62 |
| 19 | −1 (10) | 0 (3 5 0) | 1 (80) | 0 (30) | 24.11 | 22.61 | 23.09 | 22.57 | 21.05 |
| 20 | 1 (20) | 0 (3 5 0) | 1 (80) | 0 (30) | 23.18 | 20.12 | 22.20 | 25.86 | 21.70 |
| 21 | 0 (15) | −1 (3 0 0) | 0 (60) | −1 (10) | 23.21 | 18.09 | 20.27 | 22.87 | 23.47 |
| 22 | 0 (15) | 1 (4 0 0) | 0 (60) | −1 (10) | 18.33 | 19.36 | 19.80 | 22.94 | 17.61 |
| 23 | 0 (15) | −1 (3 0 0) | 0 (60) | 1 (50) | 21.21 | 16.25 | 16.90 | 22.50 | 22.02 |
| 24 | 0 (15) | 1 (4 0 0) | 0 (60) | 1 (50) | 22.87 | 24.05 | 20.42 | 23.35 | 25.82 |
| 25 | 0 (15) | 0 (3 5 0) | 0 (60) | 0 (30) | 29.45 | 27.32 | 15.34 | 27.67 | 27.98 |
| 26 | 0 (15) | 0 (3 5 0) | 0 (60) | 0 (30) | 26.53 | 27.32 | 15.34 | 27.67 | 27.98 |
| 27 | 0 (15) | 0 (3 5 0) | 0 (60) | 0 (30) | 26.96 | 27.32 | 15.34 | 27.67 | 27.98 |
| 28 | 0 (15) | 0 (3 5 0) | 0 (60) | 0 (30) | 25.06 | 27.32 | 15.34 | 27.67 | 27.98 |
| 29 | 0 (15) | 0 (3 5 0) | 0 (60) | 0 (30) | 28.60 | 27.32 | 15.34 | 27.67 | 27.98 |