Table 3.
Results for the SVR, Tf model and NNs, ISA Siemens
| MSE (−) | Fit (%) | |||
|---|---|---|---|---|
| Training set | Test set | Training set | Test set | |
|
SVR: C = 120 γ = 3.04 × 10−2 |
1.5 × 10−4 | 2.8 × 10−4 | 92.00 | 89.67 |
| Tf of PID | – | 4.6 × 10−4 | – | 87.67 |
|
NN 13-7-1 |
2.8 × 10−4 | 2.4 × 10−3 | 90.18 | 83.35 |