|
Models
|
Varialbes
|
Calibration
|
Validation
|
RPD
|
RMSECV
|
|---|
|
Num
|
R
2
c
|
RMSEC
|
Num
|
R
2
v
|
RMSEP
|
|---|
|
PLS
|
700
|
216
|
0.894 7
|
2.598 3
|
72
|
0.926 9
|
2.438 7
|
3.574 6
|
3.171 9
|
|
LSSVM
|
700
|
216
|
0.984 9
|
1.001 7
|
72
|
0.944 1
|
2.108 4
|
4.134 7
|
2.491 0
|
|
MCUVE-LSSVM
|
233
|
216
|
0.976 3
|
1.242 0
|
72
|
0.948 6
|
2.010 8
|
4.335 4
|
2.309 1
|
|
MCUVE-SPA-LSSVM
|
49
|
216
|
0.972 9
|
1.330 8
|
72
|
0.949 3
|
1.994 6
|
4.370 5
|
2.101 3
|
- Num Number of samples used to perform the calibration and validation, R2c Coefficient of determination in calibration, R2v Coefficient of determination in calibration, RMSEC The root mean square error of calibration, RMSEP The root mean square error of prediction, RPD The residual predictive deviation, RMSECV The root mean square error of cross-valid
