A Multifeatures Spatial-Temporal-Based Neural Network Model for Truck Flow Prediction

Table 4

Forecasting effect of peak and low peak.

Period	Section	S1	S2	S3	S4	S5	S6	Mean
Peak	RMSE	28.88	13.68	12.84	3.30	37.40	16.88	18.83
	MAE	24.73	11.82	10.14	2.63	32.77	11.62	15.62
	MAPE	5.35	5.10	6.73	4.78	9.37	5.26	6.10
Low peak	RMSE	39.23	6.69	12.79	3.90	22.10	10.08	15.80
	MAE	32.12	5.20	8.16	3.17	19.43	8.89	12.83
	MAPE	11.53	2.79	8.14	10.37	10.31	7.07	8.37
Difference	RMSE	−10.35	6.99	0.05	-0.60	15.29	6.80	3.03
	MAE	−7.39	6.63	1.98	−0.54	13.34	2.73	2.79
	MAPE	−6.18	2.31	−1.42	−5.59	−0.94	−1.81	−2.27

Peak value minus low peak value.