Table 2.
Performances of the optimized SVM models with MOE and IE descriptors on the training set (cross-validation CV) and the external validation test set
| Descriptors | Dataset | AUC % | BA % | Sensitivity % | Specificity % | MCC % |
|---|---|---|---|---|---|---|
| 56 MOE + 6 IE | Internal CV | 91.3 | 91.0 | 90.2 | 91.8 | 74.3 |
| External | 90.7 | 90.7 | 88.9 | 92.5 | 74.5 | |
| 162 MOE + 6 IE | Internal CV | 90.2 | 88.9 | 88.1 | 89.7 | 68.7 |
| External | 92.6 | 92.6 | 92.6 | 92.5 | 77.1 |