Table 4.
Results of Absorbance-Transmittance Excitation Emission Matrix Model for Total Cannabidiol and Total Tetrahydrocannabinol Quantification with Gas Chromatography-Flame Ionization Reference Data
| XGB fit | CBD | THC | n |
|---|---|---|---|
| Calibration | 1.000000 | 0.99811 | 517 |
| Cross-validation | 0.997978 | 0.99904 | 517 |
| Prediction | 0.991433 | 0.996602 | 59 |
Coefficients of determination (R2) for the XGB regression for total CBD and total THC measured by GC-FID for calibration, cross-validation, and prediction (validation) data. High values (>0.99) for all indicate the model is working well for the prediction of these components.
FID, flame ionization; XGB, extreme gradient boost.