Experimental values | RSM predicted values | ANN predicted values | ||||
---|---|---|---|---|---|---|
S. no. | Glucose (X1) | MSG (X2) | IP (X3) | GABA (g/L) | GABA (g/L) | GABA (g/L) |
1 | −1 | −1 | − 1 | 2.51 | 2.1971 | 2.4940 |
2 | 1 | −1 | − 1 | 2.58 | 2.9284 | 2.6396 |
3 | −1 | 1 | −1 | 2.96 | 2.7409 | 2.6368 |
4 | 1 | 1 | −1 | 4.15 | 3.9771 | 2.7822 |
5 | −1 | −1 | 1 | 2.47 | 2.1984 | 3.7984 |
6 | 1 | −1 | 1 | 2.18 | 1.9546 | 3.9439 |
7 | −1 | 1 | 1 | 4.77 | 3.9771 | 4.0867 |
8 | 1 | 1 | 1 | 4.37 | 4.2384 | 3.1448 |
9 | −2 | 0 | 0 | 1.37 | 1.946 | 3.4359 |
10 | 2 | 0 | 0 | 3.07 | 2.9385 | 3.1476 |
11 | 0 | −2 | 0 | 2.54 | 2.5485 | 3.4331 |
12 | 0 | 2 | 0 | 4.94 | 5.376 | 1.9735 |
13 | 0 | 0 | −2 | 1.68 | 1.636 | 4.5947 |
14 | 0 | 0 | 2 | 1.41 | 1.8985 | 3.2904 |
15 | 0 | 0 | 0 | 4.53 | 3.9341 | 3.2904 |
16 | 0 | 0 | 0 | 3.28 | 3.9341 | 3.2904 |
17 | 0 | 0 | 0 | 4.47 | 3.9341 | 3.2904 |
18 | 0 | 0 | 0 | 3.98 | 3.9341 | 3.2904 |
19 | 0 | 0 | 0 | 3.79 | 3.9341 | 3.2904 |
20 | 0 | 0 | 0 | 3.11 | 3.9341 | 3.2904 |