AADT Prediction on UK Strategic Road Network Random five-fold CV (train)
25.38MGEHRandom forest
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Random forest2026.03 | 25.38 | 3,340 | 93.6 | |
| Random forest2026.03 | 26.01 | 3,441 | 93.4 | |
| DeepDemand2026.03 | 50.26 | 6,838 | 74.6 | |
| DeepDemand2026.03 | 51.09 | 7,035 | 73.6 | |
| Gravity (log-linear)2026.03 | 65.41 | 9,363 | 54.5 | |
| Gravity (log-linear)2026.03 | 65.45 | 9,374 | 54.9 | |
| Linear regression2026.03 | 85.09 | 13,326 | 20.4 | |
| Ridge regression2026.03 | 85.11 | 13,332 | 20.3 | |
| Linear regression2026.03 | 85.14 | 13,325 | 19.9 | |
| Ridge regression2026.03 | 85.15 | 13,328 | 19.8 |