Table 3.
Comparative results of R2 and RMSEP for PLS and PCR models obtained with two PCs for OFF and OAF according to #10, 20, 31 raw and 0/1 data subsets
| OFF variables subsets | OAF variables subsets | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| # 10 | # 20 | # 31 | # 10 | # 20 | # 31 | ||||||||
| Volatile compounds | PLS | PCR | PLS | PCR | PLS | PCR | PLS | PCR | PLS | PCR | PLS | PCR | |
| Raw data | R2 | 0.726 | 0.663 | 0.702 | 0.599 | 0.710 | 0.654 | 0.689 | 0.596 | 0.644 | 0.592 | 0.660 | 0.586 |
| RMSEP | 0.763 | 0.846 | 0.795 | 0.923 | 0.781 | 0.857 | 0.865 | 0.848 | 0.924 | 1.063 | 0.898 | 0.997 | |
| 0/1 data | R2 | 0.778 | 0.628 | 0.784 | 0.672 | 0.806 | 0.637 | 0.747 | 0.669 | 0.738 | 0.645 | 0.773 | 0.653 |
| RMSEP | 0.687 | 0.888 | 0.678 | 0.834 | 0.641 | 0.877 | 0.779 | 0.891 | 0.793 | 0.923 | 0.738 | 0.913 | |