Short-Term Origin-Destination Based Metro Flow Prediction with Probabilistic Model Selection Approach

Table 2

The MAPE of inflow on weekdays.

Station	Combined	ARMA	NN	SVR	Averaging	Adaboost	kNN
1	13.68	18.06	14.42	14.27	13.88	13.71	13.83
2	19.06	23.62	19.82	17.84	19.26	18.23	20.22
3	11.69	20.43	15.82	13.12	11.90	11.84	11.83
4	12.44	22.73	17.56	14.7	12.64	12.72	12.47
5	12.94	21.56	16.06	14.87	13.13	12.96	13.11
6	11.79	21.84	16.67	13.33	12.00	12.15	11.70
7	12.13	23.9	14.13	11.78	12.31	12.24	12.28
8	19.99	25.15	22.81	23.89	20.22	20.34	19.83
9	10.23	13.70	11.79	12.9	10.43	10.33	10.44
10	11.82	20.11	14.23	12.72	12.03	11.97	11.87
11	9.74	19.31	13.15	10.76	9.96	10.11	9.66
12	11.49	21.01	13.74	12.04	11.69	11.40	11.85
13	11.01	21.26	14.17	12.16	11.23	11.24	11.04
14	12.16	22.34	15.55	13.86	12.38	12.35	12.29
15	11.33	19.50	14.85	12.94	11.57	11.65	11.36
16	12.14	21.58	15.88	13.24	12.34	12.62	11.98
17	13.12	22.54	16.78	14.68	13.33	13.32	13.29
18	20.23	33.79	25.45	29.09	20.54	21.2	19.94
19	15.02	17.86	15.13	16.26	15.23	14.90	15.33
# of best	11	0	0	2	0	2	4
Average	13.26	21.65	16.21	14.97	13.47	13.44	13.40