Table 4.
model | Na | nb | factors | RMSECc | R 2 | RMSECVd | R 2-CV | RMSEPe | R 2-P | |
---|---|---|---|---|---|---|---|---|---|---|
FT-IR spectroscopy | quantification of offal | 425 | 180 | 11 | 0.07 | 0.96 | 0.07 | 0.96 | 0.11 | 0.75 |
quantification of beef offal | 245 | 90 | 9 | 0.05 | 0.98 | 0.06 | 0.97 | 0.06 | 0.97 | |
quantification of pork offal | 245 | 90 | 8 | 0.07 | 0.96 | 0.06 | 0.96 | 0.14 | 0.58 | |
quantification of beef honey comb tripe | 75 | 30 | 6 | 0.03 | 0.99 | 0.04 | 0.98 | 0.05 | 0.96 | |
quantification of beef liver | 75 | 30 | 6 | 0.03 | 0.99 | 0.03 | 0.99 | 0.03 | 0.95 | |
quantification of beef omasum | 75 | 30 | 5 | 0.04 | 0.99 | 0.04 | 0.96 | 0.03 | 0.95 | |
quantification of pork heart | 75 | 30 | 10 | 0.04 | 0.99 | 0.07 | 0.96 | 0.1 | 0.45 | |
quantification of pork kidney | 75 | 30 | 9 | 0.03 | 0.99 | 0.04 | 0.98 | 0.07 | 0.94 | |
quantification of pork liver | 75 | 30 | 6 | 0.03 | 0.99 | 0.04 | 0.99 | 0.07 | 0.81 | |
quantification of beef honey comb tripe & omasum | 135 | 60 | 5 | 0.04 | 0.99 | 0.04 | 0.98 | 0.04 | 0.95 | |
quantification of pork heart & kidney | 135 | 60 | 9 | 0.05 | 0.98 | 0.06 | 0.97 | 0.14 | 0.67 |
aN, number of spectra for calibration. bn, number of spectra for prediction. cRMSEC, root mean squares error of calibration. dRMSECV, root mean squares error of cross-validation (9-fold). eRMSEP, root mean squares error of prediction.