60 min. forecasting on Rotterdam (test)
0.69MAEr-MoDE-Boost
Evaluation results
| Method | Links | ||
|---|---|---|---|
| r-MoDE-BoostDistrict=Bedrijvenpark Noord-West, Avg. Pop.=16, Forecasting Horizon=60 min2026.02 | 0.69 | 1.13 | |
| TimeGPTDistrict=Bedrijvenpark Noord-West, Avg. Pop.=16, Forecasting Horizon=60 min2026.02 | 0.95 | 1.59 | |
| Local XGBoostDistrict=Bedrijvenpark Noord-West, Avg. Pop.=16, Forecasting Horizon=60 min2026.02 | 1.18 | 1.48 | |
| r-MoDE-BoostDistrict=Spaanse Polder, Avg. Pop.=33, Forecasting Horizon=60 min2026.02 | 1.67 | 2.47 | |
| Local XGBoostDistrict=Spaanse Polder, Avg. Pop.=33, Forecasting Horizon=60 min2026.02 | 2.12 | 2.77 | |
| Local XGBoostDistrict=Nieuw Mathenesse, Avg. Pop.=39, Forecasting Horizon=60 min2026.02 | 2.43 | 3.61 | |
| TimeGPTDistrict=Spaanse Polder, Avg. Pop.=33, Forecasting Horizon=60 min2026.02 | 2.43 | 3.5 | |
| r-MoDE-BoostDistrict=Nieuw Mathenesse, Avg. Pop.=39, Forecasting Horizon=60 min2026.02 | 2.48 | 4.54 | |
| TimeGPTDistrict=Nieuw Mathenesse, Avg. Pop.=39, Forecasting Horizon=60 min2026.02 | 3.01 | 4.9 | |
| TimeGPTDistrict=Overschie, Avg. Pop.=39, Forecasting Horizon=60 min2026.02 | 3.05 | 3.96 | |
| Local XGBoostDistrict=Overschie, Avg. Pop.=39, Forecasting Horizon=60 min2026.02 | 3.29 | 4.53 | |
| r-MoDE-BoostDistrict=IJsselmonde, Avg. Pop.=184, Forecasting Horizon=60 min2026.02 | 6.51 | 10.45 | |
| Local XGBoostDistrict=Prins Alexander, Avg. Pop.=319, Forecasting Horizon=60 min2026.02 | 6.66 | 9.08 | |
| r-MoDE-BoostDistrict=Prins Alexander, Avg. Pop.=319, Forecasting Horizon=60 min2026.02 | 6.84 | 9.56 | |
| TimeGPTDistrict=IJsselmonde, Avg. Pop.=184, Forecasting Horizon=60 min2026.02 | 7.06 | 10.18 | |
| Local XGBoostDistrict=Charlois, Avg. Pop.=248, Forecasting Horizon=60 min2026.02 | 7.76 | 11.56 | |
| r-MoDE-BoostDistrict=Overschie, Avg. Pop.=39, Forecasting Horizon=60 min2026.02 | 8.33 | 12.13 | |
| r-MoDE-BoostDistrict=Feijenoord, Avg. Pop.=385, Forecasting Horizon=60 min2026.02 | 8.43 | 11.23 | |
| r-MoDE-BoostDistrict=Charlois, Avg. Pop.=248, Forecasting Horizon=60 min2026.02 | 8.64 | 13.29 | |
| Local XGBoostDistrict=Feijenoord, Avg. Pop.=385, Forecasting Horizon=60 min2026.02 | 8.67 | 11.3 | |
| r-MoDE-BoostDistrict=Noord, Avg. Pop.=338, Forecasting Horizon=60 min2026.02 | 8.87 | 12.53 | |
| Local XGBoostDistrict=Noord, Avg. Pop.=338, Forecasting Horizon=60 min2026.02 | 9.15 | 12.47 | |
| TimeGPTDistrict=Prins Alexander, Avg. Pop.=319, Forecasting Horizon=60 min2026.02 | 9.67 | 12.69 | |
| r-MoDE-BoostDistrict=Delfshaven, Avg. Pop.=398, Forecasting Horizon=60 min2026.02 | 9.73 | 13.01 | |
| Local XGBoostDistrict=Delfshaven, Avg. Pop.=398, Forecasting Horizon=60 min2026.02 | 11.14 | 14.75 | |
| Local XGBoostDistrict=Hillegersberg-Schiebroek, Avg. Pop.=435, Forecasting Horizon=60 min2026.02 | 12.03 | 18.22 | |
| r-MoDE-BoostDistrict=Kralingen-Crooswijk, Avg. Pop.=530, Forecasting Horizon=60 min2026.02 | 12.03 | 17.29 | |
| Local XGBoostDistrict=Kralingen-Crooswijk, Avg. Pop.=530, Forecasting Horizon=60 min2026.02 | 12.37 | 16.99 | |
| TimeGPTDistrict=Charlois, Avg. Pop.=248, Forecasting Horizon=60 min2026.02 | 12.52 | 17.11 | |
| r-MoDE-BoostDistrict=Hillegersberg-Schiebroek, Avg. Pop.=435, Forecasting Horizon=60 min2026.02 | 14.08 | 21.5 | |
| TimeGPTDistrict=Feijenoord, Avg. Pop.=385, Forecasting Horizon=60 min2026.02 | 14.53 | 18.01 | |
| TimeGPTDistrict=Noord, Avg. Pop.=338, Forecasting Horizon=60 min2026.02 | 15.35 | 19.43 | |
| TimeGPTDistrict=Hillegersberg-Schiebroek, Avg. Pop.=435, Forecasting Horizon=60 min2026.02 | 17.06 | 23.41 | |
| TimeGPTDistrict=Kralingen-Crooswijk, Avg. Pop.=530, Forecasting Horizon=60 min2026.02 | 17.08 | 23.89 | |
| r-MoDE-BoostDistrict=Rotterdam Centrum, Avg. Pop.=621, Forecasting Horizon=60 min2026.02 | 17.41 | 23.29 | |
| Local XGBoostDistrict=Rotterdam Centrum, Avg. Pop.=621, Forecasting Horizon=60 min2026.02 | 20.02 | 26.68 | |
| TimeGPTDistrict=Delfshaven, Avg. Pop.=398, Forecasting Horizon=60 min2026.02 | 22.15 | 26.51 | |
| TimeGPTDistrict=Rotterdam Centrum, Avg. Pop.=621, Forecasting Horizon=60 min2026.02 | 34.37 | 44.74 | |
| Local XGBoostDistrict=IJsselmonde, Avg. Pop.=184, Forecasting Horizon=60 min2026.02 | 40.33 | 69.06 |