AADT Prediction on UK Strategic Road Network Random five-fold CV (test)
54.31MGEHDeepDemand
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DeepDemand2026.03 | 54.31 | 7,406 | 0.718 | |
| Random forest2026.03 | 56.03 | 8,389 | 0.641 | |
| Gravity (log-linear)2026.03 | 65.6 | 9,399 | 0.547 | |
| Ridge regression2026.03 | 89.21 | 14,208 | 0.012 | |
| Linear regression2026.03 | 89.42 | 14,255 | -0.001 |