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. 2023 Oct 9;8(5):911–922. doi: 10.1089/can.2021.0165

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.