Table 12.
Independent testing using our imbalanced data derived from GPS-Uber.
| Model | Sensitivity | Specificity | Accuracy | MCC | AUC |
|---|---|---|---|---|---|
| GPS-Uber | 0.45 | 0.84 | 0.80 | 0.24 | 0.65 |
| Single-Type SBF | 0.79 | 0.48 | 0.51 | 0.16 | 0.63 |
| Co-Type SBF | 1.00 | 0.82 | 0.84 | 0.58 | 0.91 |
| S-FBF | 0.73 | 0.75 | 0.75 | 0.33 | 0.83 |
| Ubigo-X | 0.91 | 0.84 | 0.85 | 0.55 | 0.94 |