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. 2023 Aug 22;7:100573. doi: 10.1016/j.crfs.2023.100573

Table 2.

Prediction results of PLSR models of Tartary buckwheat from Inner Mongolia, Sichuan and Shanxi under different preprocessing after CARS screening.

Preprocessing methods Inner Mongolia
Sichuan
Shanxi
Number of variables Optimal factor number Calibration set
Prediction set
Number of variables Optimal factor number Calibration set
Prediction set
Number of variables Optimal factor number Calibration set
Prediction set
R2c RMSEC R2p RMSEP R2c RMSEC R2p RMSEP R2c RMSEC R2p RMSEP
RAW 26 9 0.9986 0.0173 0.9984 0.0182 35 10 0.9923 0.0406 0.9879 0.0480 39 9 0.9970 0.0251 0.9975 0.0234
SNV 35 8 0.9988 0.0160 0.9985 0.0174 37 8 0.9919 0.0399 0.9913 0.0424 39 7 0.9967 0.0254 0.9970 0.0263
MSC 29 6 0.9987 0.0166 0.9987 0.0167 35 8 0.9917 0.0404 0.9924 0.0400 39 7 0.9967 0.0256 0.9976 0.0240
MMN 32 7 0.9987 0.0168 0.9988 0.0152 35 10 0.9916 0.0408 0.9900 0.0438 35 8 0.9966 0.0260 0.9978 0.0227
SG 32 10 0.9986 0.0174 0.9775 0.0669 39 10 0.9921 0.0411 0.9903 0.0430 29 9 0.9968 0.0257 0.9975 0.0234
SG-1st 44 7 0.9984 0.0186 0.9633 0.0868 47 27 0.9908 0.0427 0.9805 0.0550 42 5 0.9965 0.0263 0.9924 0.0373
SNV-DT 41 7 0.9987 0.0163 0.9984 0.0175 55 8 0.9914 0.0412 0.9902 0.0432 51 8 0.9969 0.0249 0.9976 0.0235