Table A1.
Environment | Airprox Scenario | Obstacle Altitude | Precision | Recall | Accuracy | F-Score |
---|---|---|---|---|---|---|
ocean with clouds | close-in | higher | 62.84% | 65.03% | 58.82% | 63.92% |
same | 70.86% | 68.59% | 66.06% | 69.71% | ||
lower | 68.24% | 69.18% | 64.48% | 68.71% | ||
head-on | higher | 72.58% | 60.00% | 72.51% | 65.69% | |
same | 75.86% | 57.89% | 70.89% | 65.67% | ||
lower | 79.37% | 51.02% | 67.03% | 62.11% | ||
crossing | higher | 77.56% | 80.13% | 71.98% | 78.83% | |
same | 74.84% | 75.80% | 67.90% | 75.32% | ||
lower | 71.10% | 75.46% | 65.25% | 73.21% | ||
ocean with clear sky | close-in | higher | 82.76% | 73.17% | 71.25% | 77.67% |
same | 84.55% | 72.66% | 75.93% | 78.15% | ||
lower | 82.09% | 80.29% | 77.03% | 81.18% | ||
head-on | higher | 75.00% | 49.45% | 74.48% | 59.60% | |
same | 64.52% | 57.97% | 73.85% | 61.07% | ||
lower | 64.71% | 70.97% | 78.46% | 67.69% | ||
crossing | higher | 75.00% | 78.95% | 69.86% | 76.92% | |
same | 69.93% | 71.81% | 63.33% | 70.86% | ||
lower | 79.17% | 81.20% | 74.59% | 80.17% | ||
mountains with clear sky | close-in | higher | 82.39% | 92.13% | 85.11% | 86.99% |
same | 81.40% | 92.92% | 85.45% | 86.78% | ||
lower | 84.09% | 88.10% | 82.80% | 86.05% | ||
head-on | higher | 82.61% | 92.68% | 94.18% | 87.36% | |
same | 83.33% | 91.67% | 90.36% | 87.30% | ||
lower | 81.13% | 70.49% | 84.36% | 75.44% | ||
crossing | higher | 83.94% | 99.14% | 89.59% | 90.91% | |
same | 88.98% | 99.12% | 92.89% | 93.78% | ||
lower | 85.40% | 98.32% | 90.09% | 91.41% | ||
mountains with clouds | close-in | higher | 96.85% | 99.19% | 97.88% | 98.01% |
same | 95.58% | 98.18% | 96.86% | 96.86% | ||
lower | 95.65% | 97.78% | 96.39% | 96.70% | ||
head-on | higher | 95.92% | 87.04% | 96.96% | 91.26% | |
same | 91.18% | 92.54% | 95.69% | 91.85% | ||
lower | 91.76% | 96.30% | 96.54% | 93.98% | ||
crossing | higher | 72.56% | 99.17% | 83.75% | 83.80% | |
same | 73.51% | 98.23% | 84.39% | 84.09% | ||
lower | 72.22% | 99.15% | 83.21% | 83.57% |