Table 3 ANN and UD prediction for unseen test data
Trail | Factor (mg/L) | Iturin A titer (U/mL) | ||||
|---|---|---|---|---|---|---|
Asn(X 1 ) | Glu(X 2 ) | Pro(X 3 ) | Experimental | ANN prediction | UD prediction | |
1 | 50 | 200 | 125 | 11668.6 ± 276.1 | 12085 | 10647.9 |
2 | 50 | 300 | 50 | 10763.5 ± 279.8 | 11481 | 11255.8 |
3 | 50 | 380 | 180 | 10850.6 ± 277.3 | 10439 | 10696.4 |
4 | 125 | 200 | 50 | 12100.5 ± 277.0 | 12128 | 11533.6 |
5 | 125 | 300 | 125 | 13064.1 ± 275.9 | 13074 | 13451.9 |
6 | 125 | 380 | 180 | 12570.8 ± 274.9 | 12381 | 12245.0 |
7 | 180 | 200 | 180 | 11856.0 ± 171.4 | 11778 | 11656.8 |
8 | 180 | 300 | 125 | 12878.3 ± 272.9 | 12950 | 12968.4 |
9 | 180 | 380 | 50 | 12363.2 ± 268.6 | 11863 | 11153.5 |
10 | 100 | 333 | 200 | 12215.8 ± 272.7 | 12068 | 12787.5 |
11 | 175 | 233 | 175 | 12143.9 ± 274.1 | 12288 | 12527.9 |
12 | 50 | 400 | 150 | 10108.0 ± 274.4 | 9910 | 10197.3 |
13 | 200 | 200 | 100 | 11922.0 ± 275.6 | 11675 | 11066.0 |
14 | 75 | 366 | 75 | 10914.9 ± 282.2 | 11232 | 11551.1 |
15 | 150 | 266 | 50 | 12244.3 ± 271.2 | 12532 | 12649.5 |