Table 6.
The results of the different calibration models using combined sample sets.
Sample Sets | Models | Parameters | Calibration Accuracy (%) | Prediction Accuracy (%) |
---|---|---|---|---|
Combined Sets 1, 2, and 3 | PLS-DA | 10 | 92.74 | 92.68 |
SVM | (256, 3.0314) | 97.58 | 95.12 | |
KNN | 3 | 87.10 | 90.24 | |
SIMCA | (20, 20) | 80.24 | 84.15 |