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

Table 6

The MAPE of inflow at each station on weekends.

Station	Combined	ARMA	NN	SVR	Averaging	Adaboost	kNN
1	14.11	17.56	15.29	15.54	14.30	14.13	14.28
2	18.08	21.82	18.53	16.73	18.27	17.24	19.13
3	11.59	18.88	14.52	13.05	11.76	11.57	11.75
4	12.30	20.84	14.74	14.48	12.51	12.47	12.35
5	13.29	20.12	14.53	14.96	13.48	13.13	13.64
6	11.71	20.36	14.81	13.4	11.90	11.97	11.71
7	13.23	23.11	13.63	12.42	13.47	13.20	13.57
8	22.39	26.23	23.47	28.27	22.61	22.62	22.38
9	10.49	13.7	11.44	14.16	10.70	10.60	10.81
10	11.63	19.05	13.46	12.42	11.85	11.72	11.75
11	10.32	18.8	12.35	11.66	10.55	10.41	10.43
12	11.75	19.88	12.92	11.82	11.95	11.45	12.27
13	11.69	20.57	13.76	12.52	11.90	11.82	11.78
14	13.02	21.49	15.27	14.46	13.24	13.26	13.14
15	12.41	18.54	14.76	13.25	12.61	12.54	12.47
16	12.40	22.52	16.52	14.2	12.62	12.71	12.39
17	14.25	21.78	16.33	15.01	14.46	14.48	14.39
18	22.23	33.20	26.41	32.38	22.55	23.25	21.78
19	15.08	16.97	14.90	15.66	15.30	14.91	15.55
# of best	11	0	1	3	0	4	0
Average	13.78	20.81	15.67	15.60	14.00	13.87	13.98