Table 1.
Environment | Airprox Scenario | Obstacle Altitude | Precision | Recall | Accuracy | F-Score |
---|---|---|---|---|---|---|
ocean with clouds | close-in | higher | 75.00% | 55.85% | 61.44% | 64.02% |
same | 77.39% | 46.11% | 56.95% | 57.79% | ||
lower | 80.24% | 69.43% | 70.23% | 74.44% | ||
head-on | higher | 77.78% | 45.90% | 80.38% | 57.73% | |
same | 75.41% | 37.10% | 60.26% | 49.73% | ||
lower | 72.00% | 48.65% | 73.47% | 58.06% | ||
crossing | higher | 81.88% | 100.00% | 88.69% | 90.04% | |
same | 86.15% | 100.00% | 91.55% | 92.56% | ||
lower | 81.29% | 100.00% | 88.29% | 89.68% | ||
ocean with clear sky | close-in | higher | 96.80% | 58.45% | 71.79% | 72.89% |
same | 94.57% | 42.44% | 61.32% | 58.59% | ||
lower | 95.56% | 63.86% | 75.00% | 76.56% | ||
head-on | higher | 89.66% | 47.27% | 89.26% | 61.90% | |
same | 88.64% | 42.39% | 79.21% | 57.35% | ||
lower | 77.50% | 43.06% | 82.27% | 55.36% | ||
crossing | higher | 94.92% | 100.00% | 97.35% | 97.39% | |
same | 95.69% | 100.00% | 97.77% | 97.80% | ||
lower | 94.69% | 100.00% | 97.29% | 97.27% | ||
mountains with clear sky | close-in | higher | 60.33% | 82.22% | 63.40% | 69.59% |
same | 60.13% | 82.88% | 67.48% | 69.70% | ||
lower | 65.87% | 85.94% | 70.12% | 74.58% | ||
head-on | higher | 61.40% | 92.11% | 81.75% | 73.68% | |
same | 60.94% | 95.12% | 79.85% | 74.29% | ||
lower | 65.12% | 93.33% | 85.71% | 76.71% | ||
crossing | higher | 68.94% | 100.00% | 75.85% | 81.62% | |
same | 71.52% | 100.00% | 77.94% | 83.39% | ||
lower | 67.66% | 100.00% | 74.65% | 80.71% | ||
mountains with clouds | close-in | higher | 62.30% | 72.15% | 59.35% | 66.86% |
same | 65.67% | 71.54% | 66.25% | 68.48% | ||
lower | 65.05% | 81.76% | 66.42% | 72.46% | ||
head-on | higher | 67.65% | 79.31% | 90.17% | 73.02% | |
same | 67.27% | 80.43% | 83.93% | 73.27% | ||
lower | 73.91% | 80.95% | 87.73% | 77.27% | ||
crossing | higher | 71.33% | 100.00% | 77.47% | 83.27% | |
same | 72.55% | 100.00% | 78.13% | 84.09% | ||
lower | 71.15% | 100.00% | 76.92% | 83.15% |