Table 11. Accuracy statistics on the test set for the three modelling approaches and the consensus model.
| Guided-kNN | GCNN | XGBoost | Consensus | |
|---|---|---|---|---|
| MCC | 0.599 | 0.610 | 0.607 | 0.648 |
| Accuracy | 0.802 | 0.807 | 0.805 | 0.826 |
| Sensitivity/recall | 0.845 | 0.824 | 0.817 | 0.855 |
| Specificity | 0.749 | 0.786 | 0.791 | 0.791 |
| Precision | 0.806 | 0.826 | 0.828 | 0.834 |