Table 1 The sample distribution of traffic accident severity on different datasets.
From: Predicting road traffic accident severity from imbalanced data using VAE attention and GCN
Crash level | Description of accident severity | NEWYORK | CHILI | BRONX |
|---|---|---|---|---|
L1 | Minor accidents | 4279 | 775 | 8872 |
L2 | Ordinary accidents | 933 | 232 | 3874 |
L3 | Major accidents | 6929 | 98 | 18,785 |
L4 | Devastating accidents | 41 | 7 | 104 |
– | Total accidents | 12,182 | 1112 | 31,634 |
