Table 2.
% of correct predictions from the validation sample set (results based on SIMCA classification results).
| Model Number | Model | % of Correct Classification | |||
|---|---|---|---|---|---|
| For 10 Days | For 20 Days | For 30 Days | For 40 Days | ||
| M6 | PLS-DA (with 1st D, SG, and SNV) | 100.0 | 100.0 | 100.0 | 100.0 |
| M7 | PLS-DA (with 2nd D, SG, and SNV) | 100.0 | 100.0 | 100.0 | 100.0 |
| M4 | PLS-DA (with SNV, 1st D, and SG) | 100.0 | 100.0 | 100.0 | 91.7 |
| M5 | PLS-DA (with SNV, 2nd D, and SG) | 100.0 | 91.7 | 100.0 | 100.0 |
| M3 | PLS-DA (with SNV) | 100.0 | 83.3 | 100.0 | 100.0 |
| M14 | PLS-DA (no processing) | 100.0 | 83.3 | 100.0 | 100.0 |
| M9 | OPLS-DA (with SNV, 1st D, and SG) | 100.0 | 100.0 | 100.0 | 100.0 |
| M10 | OPLS-DA (with SNV, 2nd D, and SG) | 100.0 | 100.0 | 100.0 | 100.0 |
| M11 | OPLS-DA (1st D, SG, and SNV) | 100.0 | 100.0 | 100.0 | 100.0 |
| M12 | OPLS-DA (2nd D, SG, and SNV) | 100.0 | 100.0 | 91.7 | 100.0 |
| M8 | OPLS-DA (with SNV) | 100.0 | 83.3 | 100.0 | 100.0 |
| M13 | OPLS-DA (no processing) | 91.7 | 66.7 | 83.3 | 91.7 |