Table 4.
Regression method | R C | RMSEC (μg/ml) | R CV | RMSECV (μg/ml) | R P | RMSEP (μg/ml) |
SMLR | 0.8246 | 8.12 | 0.7999 | 8.62 | 0.7231 | 11.10 |
PCR | 0.9734 | 3.29 | 0.9379 | 5.00 | 0.9434 | 5.76 |
PLSR | 0.9964 | 1.21 | 0.9743 | 3.23 | 0.9587 | 5.18 |
R: correlation coefficient; RMSE: root mean squares error; C: calibration; CV: cross-validation; P: prediction; SMLR: step-wise multiple linear regression; PCR: principal component regression; PLSR: partial least squares regression