Table 2.
Experimental design matrix showing the actual and predicted MG removal (%) by the GO–ZnO nanohybrid.
| Std | Run | Block | Independent variables | R% MG | |||||
|---|---|---|---|---|---|---|---|---|---|
| X1 | X2 | X3 | X4 | X5 | Actual value | Predicted value | |||
| 1 | 13 | Block 1 | 12 | 5.0 | 12 | 20 | 12 | 56.45 | 55.75 |
| 2 | 7 | Block 1 | 24 | 5.0 | 12 | 20 | 6 | 6.29 | 4.645 |
| 3 | 12 | Block 1 | 12 | 9.0 | 12 | 20 | 6 | 63.45 | 63.16 |
| 4 | 8 | Block 1 | 24 | 9.0 | 12 | 20 | 12 | 85.23 | 85.21 |
| 5 | 4 | Block 1 | 12 | 5.0 | 24 | 20 | 6 | 47.45 | 46.99 |
| 6 | 5 | Block 1 | 24 | 5.0 | 24 | 20 | 12 | 67.56 | 67.37 |
| 7 | 2 | Block 1 | 12 | 9.0 | 24 | 20 | 12 | 95.45 | 96.61 |
| 8 | 16 | Block 1 | 24 | 9.0 | 24 | 20 | 6 | 87.56 | 87.77 |
| 9 | 10 | Block 1 | 12 | 5.0 | 12 | 40 | 6 | 67.56 | 66.95 |
| 10 | 18 | Block 1 | 24 | 5.0 | 12 | 40 | 12 | 42.23 | 41.89 |
| 11 | 20 | Block 1 | 12 | 9.0 | 12 | 40 | 12 | 92.57 | 93.58 |
| 12 | 6 | Block 1 | 24 | 9.0 | 12 | 40 | 6 | 65.34 | 65.41 |
| 13 | 25 | Block 1 | 12 | 5.0 | 24 | 40 | 12 | 58.34 | 59.18 |
| 14 | 3 | Block 1 | 24 | 5.0 | 24 | 40 | 6 | 73.23 | 73.13 |
| 15 | 30 | Block 1 | 12 | 9.0 | 24 | 40 | 6 | 89.36 | 90.61 |
| 16 | 23 | Block 1 | 24 | 9.0 | 24 | 40 | 12 | 79.02 | 80.54 |
| 17 | 22 | Block 1 | 6.0 | 7.0 | 18 | 30 | 9 | 96.54 | 95.65 |
| 18 | 15 | Block 1 | 30 | 7.0 | 18 | 30 | 9 | 78.48 | 78.94 |
| 19 | 32 | Block 1 | 18 | 3.0 | 18 | 30 | 9 | 29.00 | 30.82 |
| 20 | 26 | Block 1 | 18 | 11 | 18 | 30 | 9 | 94.81 | 92.57 |
| 21 | 31 | Block 1 | 18 | 7.0 | 6.0 | 30 | 9 | 43.56 | 45.04 |
| 22 | 29 | Block 1 | 18 | 7.0 | 30 | 30 | 9 | 78.34 | 76.44 |
| 23 | 19 | Block 1 | 18 | 7.0 | 18 | 10 | 9 | 64.50 | 65.69 |
| 24 | 11 | Block 1 | 18 | 7.0 | 18 | 50 | 9 | 83.26 | 81.64 |
| 25 | 1 | Block 1 | 18 | 7.0 | 18 | 30 | 3 | 58.91 | 59.91 |
| 26 | 27 | Block 1 | 18 | 7.0 | 18 | 30 | 15 | 81.70 | 80.27 |
| 27 | 17 | Block 1 | 18 | 7.0 | 18 | 30 | 9 | 82.23 | 83.78 |
| 28 | 9 | Block 1 | 18 | 7.0 | 18 | 30 | 9 | 82.98 | 83.78 |
| 29 | 24 | Block 1 | 18 | 7.0 | 18 | 30 | 9 | 85.23 | 83.78 |
| 30 | 28 | Block 1 | 18 | 7.0 | 18 | 30 | 9 | 83.45 | 83.78 |
| 31 | 21 | Block 1 | 18 | 7.0 | 18 | 30 | 9 | 84.71 | 83.78 |
| 32 | 14 | Block 1 | 18 | 7.0 | 18 | 30 | 9 | 83.68 | 83.78 |