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. 2023 Jan 23;14(2):114. doi: 10.3390/insects14020114

Table 5.

Statistics of the PLS model prediction of the fat content in living Tenebrio molitor larvae.

Item Mathematical Treatment No. of Latent Variables Calibration Set Validation Set
R2C RMSEC R2P RMSEP RPD
Fat None 6 0.955 0.482 0.967 0.431 5.34
MSC 5 0.962 0.443 0.969 0.412 5.58
MC 6 0.975 0.355 0.986 0.276 8.33
1D 4 0.949 0.512 0.954 0.502 4.58
2D 5 0.958 0.461 0.961 0.467 4.93

R2C: coefficient of determination for calibration; R2P: coefficient of determination for prediction; RMSEC: root mean square error of calibration; RMSEP: root mean square error of prediction; RPD: ratio of performance deviation; MSC: multiple scatter correction; MC: mean centering; and 1D and 2D: first and second derivative.