Table 5.
Item | Mathematical Treatment | No. of Latent Variables | Calibration Set | Validation Set | |||
---|---|---|---|---|---|---|---|
R2C | RMSEC | R2P | RMSEP | RPD | |||
Fat | None | 6 | 0.955 | 0.482 | 0.967 | 0.431 | 5.34 |
MSC | 5 | 0.962 | 0.443 | 0.969 | 0.412 | 5.58 | |
MC | 6 | 0.975 | 0.355 | 0.986 | 0.276 | 8.33 | |
1D | 4 | 0.949 | 0.512 | 0.954 | 0.502 | 4.58 | |
2D | 5 | 0.958 | 0.461 | 0.961 | 0.467 | 4.93 |
R2C: coefficient of determination for calibration; R2P: coefficient of determination for prediction; RMSEC: root mean square error of calibration; RMSEP: root mean square error of prediction; RPD: ratio of performance deviation; MSC: multiple scatter correction; MC: mean centering; and 1D and 2D: first and second derivative.