Table 6.
Fuzzy Crossing Intention Detector | Rotation Degree (°) | TPR (%) | FPR (%) | SPC (%) | ACC (%) | P (%) | F1-Score (%) |
---|---|---|---|---|---|---|---|
Non-calibrated | 22.5 | 86.92 | 22.31 | 77.69 | 83.85 | 88.63 | 87.77 |
45 | 98.83 | 18.05 | 81.95 | 71.28 | 91.37 | 94.95 | |
67.5 | 99.61 | 23.66 | 76.34 | 91.77 | 89.24 | 94.14 | |
90 | 100 | 23.85 | 76.15 | 92.05 | 89.35 | 94.37 | |
Average | 96.34 | 21.97 | 78.03 | 84.74 | 89.64 | 92.81 | |
Std. Dev. | 6.30 | 2.70 | 2.70 | 9.74 | 1.19 | 3.38 | |
Calibrated | 22.5 | 94.64 | 1.68 | 98.32 | 95.79 | 99.2 | 96.86 |
45 | 98.85 | 0.77 | 99.23 | 98.97 | 99.61 | 99.23 | |
67.5 | 99.62 | 0.00 | 100 | 99.74 | 100.00 | 99.81 | |
90 | 100.00 | 0.00 | 100 | 100.00 | 100.00 | 100.00 | |
Average | 98.27 | 0.61 | 99.39 | 98.63 | 99.7 | 98.97 | |
Std. Dev. | 2.47 | 0.80 | 0.80 | 1.94 | 0.38 | 1.45 |
TPR: true positive rate; FPR: false positive rate; SPC: specificity; ACC: accuracy; P: precision.