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

Table 1.

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

Preprocessing methods Number of variables Inner Mongolia
Sichuan
Shanxi
Optimal factor number Calibration set
Prediction set
Optimal factor number Calibration set
Prediction set
Optimal factor number Calibration set
Prediction set
R2c RMSEC R2p RMSEP R2c RMSEC R2p RMSEP R2c RMSEC R2p RMSEP
RAW 256 13 0.9987 0.0163 0.9984 0.0183 13 0.9932 0.0382 0.9910 0.0407 11 0.9972 0.0244 0.9977 0.0223
SNV 256 11 0.9989 0.0154 0.9986 0.0170 11 0.9922 0.0393 0.9902 0.0448 9 0.9967 0.0255 0.9973 0.0251
MSC 256 10 0.9988 0.0160 0.9986 0.0168 11 0.9922 0.0393 0.9901 0.0449 9 0.9967 0.0255 0.9973 0.0250
MMN 256 11 0.9988 0.0160 0.9987 0.0158 13 0.9926 0.0385 0.9918 0.0403 10 0.9967 0.0257 0.9980 0.0219
SG 256 13 0.9987 0.0169 0.9982 0.0192 12 0.9922 0.0409 0.9907 0.0420 11 0.9969 0.0255 0.9977 0.0224
SG-1st 256 13 0.9988 0.0163 0.9991 0.0140 14 0.9934 0.0363 0.9851 0.0487 8 0.9967 0.0252 0.9937 0.0332
SG-2nd 256 212 0.9992 0.0127 0.9974 0.0236 156 0.9954 0.0299 0.9759 0.0606 73 0.9984 0.0180 0.9966 0.0267
SNV-DT 256 10 0.9988 0.0158 0.9986 0.0168 11 0.9922 0.0392 0.9874 0.0489 9 0.9967 0.0254 0.9975 0.0241