Model | From first-order statistics | ||||
---|---|---|---|---|---|
Boruta | DALEX | GA | LASSO | RFE | |
SM [kg plant−1] | |||||
 RF | 17.8 | 22.2 | 16.9 | 22.5 | 22.9 |
 RI | 26.4 | 26.7 | 24.9 | 30.6 | 26.7 |
 SVM | 17.6 | 18.9 | 16.7 | 21.4 | 21.8 |
FW [kg plant−1] | |||||
 RF | 14.0 | 13.9 | 13.2 | 15.7 | 24.1 |
 RI | 49.6 | 48.5 | 48.5 | 50.1 | 48.0 |
 SVM | 14.3 | 14.5 | 14.6 | 18.7 | 15.9 |
FN [piece plant−1] | |||||
 RF | 12.6 | 14.2 | 10.0 | 12.4 | 14.2 |
 RI | 30.4 | 25.5 | 30.3 | 18.1 | 21.2 |
 SVM | 13.1 | 14.2 | 13.5 | 13.0 | 13.6 |
Model | From first- and second-order statistics | ||||
---|---|---|---|---|---|
Boruta | DALEX | Genetic | LASSO | RFE | |
SM [kg plant−1] | |||||
 RF | 18.7 | 16.5 | 15.0 | 13.6 | 13.4 |
 RI | 22.7 | 20.5 | 11.0 | 25.8 | 17.6 |
 SVM | 21.4 | 18.7 | 11.2 | 21.6 | 20.5 |
FW [kg plant−1] | |||||
 RF | 18.0 | 15.6 | 12.5 | 13.8 | 15.6 |
 RI | 11.5 | 20.6 | 12.8 | 22.1 | 16.7 |
 SVM | 14.7 | 15.4 | 14.6 | 15.9 | 14.5 |
FN [piece plant−1] | |||||
 RF | 14.9 | 13.5 | 11.2 | 11.5 | 13.5 |
 RI | 15.5 | 17.7 | 12.7 | 28.1 | 13.4 |
 SVM | 12.8 | 10.9 | 8.8 | 10.6 | 14.1 |