Table 4.
PLSR models developed with the benchtop and handheld spectrometers for whey protein powder samples containing the lowest concentration of adulterants (0.5%) using a spectral range of 950–1650 nm.
| Instrument | Predicted Adulterant | R2 | RMSEC (g/100 g) | R2CV | RMSECV (g/100 g) | R2Pred | RMSEP (g/100 g) |
|---|---|---|---|---|---|---|---|
| Metri benchtop | Urea | 0.95 | 0.28 | 0.94 | 0.30 | 0.96 | 0.04 |
| Glycine | 0.92 | 0.90 | 0.91 | 0.93 | 0.84 | 0.20 | |
| Taurine | 0.96 | 1.08 | 0.95 | 1.19 | 0.89 | 0.27 | |
| Melamine | 0.95 | 0.20 | 0.94 | 0.21 | 0.22 | 0.14 | |
| Nirscan nano with glass surface cuvette | Urea | 0.93 | 0.32 | 0.89 | 0.43 | 0.57 | 0.13 |
| Glycine | 0.84 | 1.22 | 0.75 | 1.56 | 0.42 | 0.37 | |
| Taurine | 0.87 | 1.86 | 0.84 | 2.08 | 0.56 | 0.55 | |
| Melamine | 0.89 | 0.29 | 0.84 | 0.34 | 0.24 | 0.12 | |
| Nirscan nano with plastic bag | Urea | 0.95 | 0.27 | 0.93 | 0.33 | 0.22 | 0.13 |
| Glycine | 0.88 | 1.07 | 0.77 | 1.51 | 0.34 | 0.42 | |
| Taurine | 0.89 | 1.69 | 0.83 | 2.11 | 0.51 | 0.60 | |
| Melamine | 0.90 | 0.27 | 0.86 | 0.33 | −0.04 | 0.15 |