Table 3.
Parameters of Partial Least Squares regression (PLSR) models and corresponding RMSE values (Val model optimized using simulated validation set, Exp model optimized using the experimental data).
| Parameter | Lift-off | Thickness | ||
|---|---|---|---|---|
| Val | Exp | Val | Exp | |
| Number of components | 10 | 4 | 10 | 3 |
| RMSE (Val) | 0.02 | 0.05 | 0.37 | 0.71 |
| RMSE (Exp, 15) | 1.19 | 0.12 | 20.5 | 1.11 |
| RMSE (Exp, 22) | 1.18 | 0.06 | 20.3 | 0.60 |
| Algorithm | SIMPLS | |||
| Preprocessing | mean centering | |||