Table 2.
Assay results for prediction of training set (autoprediction) and independent test set of CEF by PLSR and linear SVR chemometric models.
| Training set | PLSR | Linear SVR | ||
|---|---|---|---|---|
| Taken (µg mL−1) | Found (µg mL−1) | R% | Found (µg mL−1) | R% |
| 18 | 18.577 | 103.21 | 18.629 | 103.50 |
| 18 | 18.029 | 100.16 | 18.136 | 100.76 |
| 20 | 19.850 | 99.25 | 19.920 | 99.60 |
| 20 | 19.889 | 99.44 | 19.980 | 99.90 |
| 26 | 26.114 | 100.44 | 26.110 | 100.42 |
| 20 | 19.899 | 99.49 | 19.971 | 99.85 |
| 18 | 17.897 | 99.43 | 17.980 | 99.89 |
| 24 | 23.737 | 98.90 | 23.754 | 98.97 |
| 24 | 23.997 | 99.99 | 23.980 | 99.92 |
| 20 | 19.727 | 98.63 | 19.775 | 98.87 |
| 24 | 24.005 | 100.02 | 23.980 | 99.92 |
| 18 | 18.089 | 100.50 | 18.116 | 100.65 |
| 26 | 26.236 | 100.91 | 26.143 | 100.55 |
| 26 | 25.919 | 99.69 | 25.980 | 99.92 |
| 24 | 24.118 | 100.49 | 24.181 | 100.76 |
| 26 | 25.917 | 99.68 | 25.980 | 99.92 |
| Mean (%) | 100.01 | 100.21 | ||
| SD | 1.050 | 1.036 | ||
| RMSEC | 0.2306 | 0.1960 | ||
|
| ||||
| Test set | PLSR | Linear SVR | ||
| Taken (µg mL−1) | Found (µg mL−1) | R% | Found (µg mL−1) | R% |
|
| ||||
| 25 | 25.443 | 101.77 | 25.320 | 101.28 |
| 19 | 19.069 | 100.36 | 19.067 | 100.35 |
| 22 | 22.357 | 101.62 | 22.278 | 101.27 |
| 21 | 21.403 | 101.92 | 21.330 | 101.57 |
| 23 | 23.515 | 102.24 | 23.397 | 101.73 |
| 25 | 25.630 | 102.52 | 25.440 | 101.76 |
| 19 | 19.294 | 101.55 | 19.238 | 101.25 |
| 22 | 22.432 | 101.96 | 22.296 | 101.35 |
| 21 | 21.603 | 102.87 | 21.493 | 102.35 |
| Mean (%) | 101.87 | 101.43 | ||
| SD | 0.7082 | 0.5359 | ||
| RMSEP | 0.4457 | 0.3386 | ||