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. 2021 Jan 17;21(2):618. doi: 10.3390/s21020618

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