Table 3 Comparative analysis for abnormal vehicles interaction using F-score Measure.
Methods | Year | V1 (%) | V2 (%) | V3 (%) | V4 (%) | V5 (%) | Average F-score (%) |
|---|---|---|---|---|---|---|---|
PC1 | 2021 | 64.00 | 53.00 | 51.00 | 53.00 | 57.00 | 55.00 |
PC2 | 2021 | 63.00 | 57.00 | 53.00 | 61.00 | 57.00 | 58.00 |
PC3 | 2021 | 65.00 | 61.00 | 57.00 | 55.00 | 59.00 | 59.00 |
SVM | 2021 | 69.00 | 65.00 | 64.00 | 68.00 | 64.00 | 66.00 |
SVM + GSP | 2021 | 78.00 | 71.00 | 67.00 | 71.00 | 68.00 | 71.00 |
AVMS | 2023 | 71.00 | 70.00 | 72.00 | 74.00 | 71.00 | 71.00 |
IVAM | 2024 | 72.00 | 69.00 | 74.00 | 79.00 | 83.00 | 75.00 |
Proposed KFEAVI | 89.00 | 90.00 | 92.00 | 94.00 | 93.00 | 91.00 | |
