Table 7. Collective PLS-DA Models for All SERS and FT-IR Spectra, Calibrated by the Age Group for PBA (A), PBU (B), SBA (C), and SBU (D).
SERS | actual age group |
FT-IR | actual age group |
||||||
---|---|---|---|---|---|---|---|---|---|
predicted age groups | accuracy, % | 20–25 (n = 300) | 30–36 (n = 150) | 43 (n = 50) | accuracy, % | 20–25 (n = 18) | 30–36 (n = 9) | 43 (n = 3) | |
A | 20–25 | 100 | 300 | 2 | 0 | 66.7 | 12 | 1 | 1 |
30–36 | 98.0 | 0 | 147 | 0 | 88.9 | 2 | 8 | 0 | |
43 | 100 | 0 | 1 | 50 | 66.7 | 4 | 0 | 2 | |
B | 20–25 | 95.3 | 286 | 2 | 0 | 66.7 | 12 | 1 | 0 |
30–36 | 98.7 | 14 | 148 | 0 | 88.9 | 5 | 8 | 0 | |
43 | 100 | 0 | 0 | 50 | 100 | 1 | 0 | 3 | |
C | 20–25 | 96.0 | 288 | 5 | 0 | 61.1 | 11 | 3 | 1 |
30–36 | 96.7 | 12 | 145 | 1 | 44.4 | 3 | 4 | 0 | |
43 | 98.0 | 0 | 0 | 49 | 66.7 | 4 | 2 | 2 | |
D | 20–25 | 96.3 | 289 | 5 | 0 | 55.6 | 10 | 1 | 0 |
30–36 | 96.7 | 11 | 145 | 1 | 88.9 | 7 | 8 | 0 | |
43 | 98.0 | 0 | 0 | 49 | 100 | 1 | 0 | 3 |