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