Traffic Speed Prediction on Q-Traffic (test)
4.52Error (15 min)Seq2Seq+NB
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Seq2Seq+NBAuxiliary Information=Spatial Relation2018.06 | 4.52 | 8.05 | 9.07 | 9.45 | 9.67 | 9.83 | 9.93 | 9.99 | 8.81 | |
| HybridAuxiliary Information=Attributes + Spatial Relation + Query Impact2018.06 | 4.52 | 7.93 | 8.89 | 9.24 | 9.43 | 9.56 | 9.69 | 9.78 | 8.63 | |
| Seq2Seq+ATAuxiliary Information=Attributes2018.06 | 4.53 | 8.06 | 9.09 | 9.48 | 9.7 | 9.84 | 9.93 | 10.01 | 8.83 | |
| Seq2Seq+QIAuxiliary Information=Query Impact2018.06 | 4.58 | 8.01 | 8.95 | 9.31 | 9.51 | 9.66 | 9.8 | 9.94 | 8.72 | |
| Seq2Seq2018.06 | 4.61 | 8.22 | 9.28 | 9.72 | 9.98 | 10.27 | 10.48 | 10.61 | 9.23 | |
| SVR2018.06 | 5.44 | 9.2 | 10.07 | 10.34 | 10.51 | 10.65 | 10.76 | 10.83 | 9.73 | |
| RF2018.06 | 6 | 9.15 | 10.2 | 10.66 | 10.98 | 11.21 | 11.39 | 11.56 | 10.14 |