Table 11.
Independent testing using the GPS-Uber dataset.
| Model | Sensitivity | Specificity | Accuracy | MCC | AUC |
|---|---|---|---|---|---|
| GPS-Uber | - | - | - | - | 0.76 |
| Single-Type SBF | 0.79 | 0.48 | 0.51 | 0.16 | 0.63 |
| Co-Type SBF | 0.86 | 0.60 | 0.63 | 0.28 | 0.73 |
| S-FBF | 0.77 | 0.54 | 0.56 | 0.18 | 0.70 |
| Ubigo-X | 0.90 | 0.55 | 0.59 | 0.27 | 0.81 |