Table 2.
Model performance.
| Model | Se | Sp | AUC | ACC | Youden | F-measure | MCC | G-means |
|---|---|---|---|---|---|---|---|---|
| GA-KPLS | 0.925 | 0.984 | 0.955 | 0.968 | 0.909 | 0.939 | 0.921 | 0.953 |
| RF | 0.319 | 0.974 | 0.646 | 0.793 | 0.293 | 0.445 | 0.427 | 0.535 |
| LASSO | 0.605 | 0.943 | 0.774 | 0.850 | 0.548 | 0.678 | 0.608 | 0.745 |
| RR | 0.469 | 1.000 | 0.734 | 0.853 | 0.469 | 0.618 | 0.620 | 0.669 |
| Logit | 0.549 | 0.574 | 0.591 | 0.567 | 0.122 | 0.410 | 0.112 | 0.548 |
| SVM | 0.870 | 0.989 | 0.929 | 0.956 | 0.859 | 0.913 | 0.891 | 0.926 |