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. 2024 May 9;24(10):3016. doi: 10.3390/s24103016

Table A1.

Ref. [54] simulation results.

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%