Prediction of α-Solanine and α-Chaconine in Potato Tubers from Hunter Color Values and VIS/NIR Spectra
Table 1
Statistics for calibration and prediction of α-solanine (mg kg−1) using potato tubers color variables.
Set
Parameters
Sample number
Mean
Range
SD
R2
RMSEC
RPD
Calibration
Reference α-solanine
960
32.40
1.70–129.46
29.28
—
—
—
Hunter’s
33.47
0.00–91.00
23.50
0.78
13.97
2.09
Hunter’s
33.21
0.00–130.08
24.72
0.74
13.09
2.24
Hunter’s ()2
32.39
7.29–137.96
26.52
0.82
12.34
2.37
Multivariate
32.38
0.13–122.80
29.28
0.85
11.24
2.60
Set
Parameters
Sample number
Mean
Range
SD
r
RMSEP
RPD
Prediction
Reference α-solanine
480
28.74
9.58–61.37
10.38
—
—
—
Hunter’s
39.18
12.32–63.84
11.15
0.74
11.93
0.87
Hunter’s
39.58
10.75–78.97
12.99
0.62
13.54
0.77
Hunter’s ()2
33.60
10.22–93.77
15.54
0.62
10.98
0.95
Multivariate
33.92
7.61–80.82
14.40
0.76
9.09
1.14
SD: standard deviation; RMSEC: root mean square error of calibration; RMSEP: root mean square error of prediction; RPD: residual predictive deviation; R2: coefficient of determination in calibration; and r: coefficient of correlation in prediction data set.