Table 1.
Exp. no. | Inputs | Outputs | Test data set | ||||||
---|---|---|---|---|---|---|---|---|---|
PEG (%) | L/P ratio (cc/gr) | Setting time (min) | Compression strength (MPa) | Injectability (%) | no. 1 | no. 2 | no. 3 | no. 4 | |
1 | 0 | 0.3 | 5.5 | 12.2 | 16.9 | ∗ | |||
2 | 4 | 0.3 | 8 | 8.9 | 22 | ∗ | |||
3 | 8 | 0.3 | 9.25 | 7.1 | 28.7 | ∗ | |||
4 | 12 | 0.3 | 9.5 | 4.6 | 33.3 | ∗ | |||
5 | 16 | 0.3 | 13 | 4.4 | 39.7 | ∗ | |||
6 | 20 | 0.3 | 15.75 | 3.1 | 46.5 | ∗ | |||
7 | 0 | 0.35 | 8.15 | 10.9 | 21 | ∗ | |||
8 | 4 | 0.35 | 12.5 | 6.3 | 39.1 | ∗ | |||
9 | 8 | 0.35 | 16 | 5.2 | 49.3 | ∗ | |||
10 | 12 | 0.35 | 18.75 | 4.9 | 61.6 | ∗ | |||
11 | 16 | 0.35 | 22 | 3.6 | 75.2 | ∗ | |||
12 | 20 | 0.35 | 27.25 | 1.5 | 79.8 | ∗ | |||
13 | 0 | 0.4 | 10 | 8.2 | 42.8 | ∗ | |||
14 | 4 | 0.4 | 18 | 5.5 | 52.9 | ∗ | |||
15 | 8 | 0.4 | 21.25 | 4.8 | 66.3 | ∗ | |||
16 | 12 | 0.4 | 25 | 3.2 | 75.7 | ∗ | |||
17 | 16 | 0.4 | 29.5 | 2.1 | 81.4 | ∗ | |||
18 | 20 | 0.4 | 32 | 1.3 | 86.3 | ∗ | |||
19 | 0 | 0.45 | 22.5 | 7.3 | 48.4 | ∗ | |||
20 | 4 | 0.45 | 27 | 5.6 | 67.9 | ∗ | |||
21 | 8 | 0.45 | 30 | 3.6 | 78.8 | ∗ | |||
22 | 12 | 0.45 | 33.5 | 2.8 | 80.3 | ∗ | |||
23 | 16 | 0.45 | 35.25 | 1.3 | 90.5 | ∗ | |||
24 | 20 | 0.45 | 40.75 | 1.2 | 93.3 | ∗ |