Table 3.
PLS models used for predicting MIR parameters from NIR scatter-corrected, second derivative spectral data. Models were created based on a training set of 488 spectra from two control samples and 434 spectra of two enzymatically-digested samples. Prediction was conducted on a test set of 184 spectra of one control sample and 179 spectra of one enzymatically-digested sample.
Peak height or peak height ratio | RMSEP | Range (peak height or ratio) | RMSEP (percent of range) | R-squared (prediction vs. Experiment) |
---|---|---|---|---|
1336 cm−1 | 3.6 × 10−4 | 5.3 × 10−4 – 4.5 × 10−4 | 9% | 0.55 |
856 cm−1 | 3.1 × 10−4 | 9.7 × 10−5 – 2.8 × 10−3 | 11% | 0.54 |
856/1336 cm−1 | 2.2 × 10−1 | 3.6 × 10−2 – 3.4 | 6% | 0.46 |