Research Article
A Hybrid Temporal-Spatio Forecasting Approach for Passenger Flow Status in Chinese High-Speed Railway Transport Hub
Table 3
Average forecasting precision comparison of three approaches.
| Forecasting approach | Average forecasting precision of density | Average CPU time of density forecasting (s) | Average forecasting precision of velocity | Average CPU time of velocity forecasting (s) |
| Temporal forecasting approach based on RBF NN | 95.21% | 9.8 | 94.73% | 9.6 | Spatio forecasting approach based on spatial correlation degree | 91.23% | 11.2 | 88.21% | 12.1 | Hybrid temporal-spatio forecasting approach | 96.83% | 12.9 | 96.10% | 13.7 |
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