Std | Variables | Responses | ||||||||
X1 | X2 | X3 | X4 | wt% (Y1) | Fe2O3, ppm (Y2) | Al2O3, ppm (Y3) | ||||
Actual | predicted | Actual | predicted | Actual | predicted | |||||
1 | 4 | 4 | 1500 | 20 | 97.62 | 97.40 | 160 | 166.25 | 720 | 670 |
2 | 5 | 3 | 1250 | 30 | 98.23 | 98.16 | 90 | 115 | 910 | 864.17 |
3 | 4 | 3 | 1250 | 20 | 98.2 | 98.29 | 70 | 43.4 | 550 | 544 |
4 | 3 | 4 | 1250 | 20 | 98.43 | 98.75 | 150 | 143.75 | 700 | 722.92 |
5 | 3 | 3 | 1500 | 20 | 98.16 | 98.19 | 70 | 51.25 | 690 | 691.25 |
6 | 4 | 3 | 1250 | 20 | 98.12 | 98.29 | 60 | 43.4 | 560 | 544 |
7 | 5 | 3 | 1000 | 20 | 98.16 | 98.06 | 210 | 191.25 | 760 | 779.58 |
8 | 4 | 4 | 1000 | 20 | 98.55 | 98.45 | 130 | 166.25 | 670 | 673.33 |
9 | 5 | 4 | 1250 | 20 | 98.22 | 98.28 | 90 | 91.25 | 770 | 807.92 |
10 | 4 | 2 | 1250 | 10 | 97.8 | 97.77 | 90 | 71.25 | 710 | 757.92 |
11 | 4 | 3 | 1250 | 20 | 98.23 | 98.29 | 29 | 43.4 | 570 | 544 |
12 | 4 | 4 | 1250 | 10 | 97.75 | 97.72 | 170 | 151.25 | 620 | 632.92 |
13 | 4 | 2 | 1000 | 20 | 98.25 | 98.15 | 110 | 116.25 | 730 | 653.33 |
14 | 3 | 3 | 1250 | 30 | 97.84 | 97.59 | 80 | 97.5 | 820 | 779.17 |
15 | 4 | 3 | 1000 | 30 | 98.49 | 98.70 | 70 | 67.5 | 680 | 742.08 |
16 | 4 | 3 | 1250 | 20 | 98.63 | 98.29 | 29 | 43.4 | 540 | 544 |
17 | 3 | 3 | 1250 | 10 | 98.4 | 98.15 | 230 | 247.5 | 710 | 714.17 |
18 | 5 | 3 | 1250 | 10 | 96.71 | 96.64 | 100 | 125 | 850 | 799.17 |
19 | 4 | 3 | 1250 | 20 | 98.28 | 98.29 | 29 | 43.4 | 500 | 544 |
20 | 3 | 3 | 1000 | 20 | 98.78 | 98.66 | 60 | 41.25 | 680 | 669.58 |
21 | 4 | 4 | 1250 | 30 | 98.03 | 98.00 | 130 | 111.25 | 870 | 842.92 |
22 | 4 | 3 | 1500 | 10 | 96.52 | 96.70 | 90 | 87.5 | 690 | 673.75 |
23 | 5 | 3 | 1500 | 20 | 97.8 | 97.85 | 180 | 161.25 | 720 | 751.25 |
24 | 3 | 2 | 1250 | 20 | 98.36 | 98.62 | 160 | 168.75 | 680 | 702.92 |
25 | 4 | 3 | 1000 | 10 | 96.05 | 96.26 | 370 | 367.5 | 650 | 652.08 |
26 | 4 | 2 | 1500 | 20 | 98.75 | 98.54 | 80 | 116.25 | 660 | 650 |
27 | 4 | 2 | 1250 | 30 | 96.84 | 96.81 | 390 | 371.25 | 670 | 677.92 |
28 | 4 | 3 | 1500 | 30 | 97.41 | 97.59 | 110 | 107.5 | 670 | 713.75 |
29 | 5 | 2 | 1250 | 20 | 98.03 | 98.15 | 130 | 116.25 | 780 | 116.25 |