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

Table 3

The MAPE of outflow on weekdays.

Station	Combined	ARMA	NN	SVR	Averaging	Adaboost	kNN
1	12.37	16.03	12.91	12.38	12.57	12.31	11.97
2	15.66	17.62	14.89	14.24	15.84	15.25	13.54
3	10.27	16.36	12.21	10.77	10.48	10.56	10.73
4	11.35	17.51	14.08	12.85	11.56	11.57	11.96
5	11.78	17.99	13.82	12.54	11.99	11.92	10.72
6	10.63	22.2	14.77	12.12	10.84	10.96	11.77
7	11.73	17.43	12.97	11.42	11.94	11.86	12.11
8	9.85	15.71	10.6	11.64	10.06	9.97	14.13
9	10.44	14.73	11.35	12.4	10.67	10.70	16.31
10	11.53	19.5	13.33	12.18	11.75	11.66	14.79
11	10.71	18.62	12.9	11.4	10.92	11.04	13.37
12	10.47	21.14	13.1	11.23	10.69	10.76	10.94
13	10.59	22.16	15.54	11.3	10.81	11.94	11.76
14	11.55	20.18	15.68	13	11.77	11.84	11.90
15	10.55	32.62	14.31	11.18	10.76	10.82	11.47
16	12.78	20.56	16.31	14.09	12.98	13.10	12.38
17	11.93	22.3	15.62	11.89	12.12	11.98	11.87
18	12.40	13.95	11.48	12.27	12.59	12.07	12.39
19	12.30	15.37	12.8	13.31	12.50	12.26	12.52
# of best	10	0	1	2	0	2	4
Average	11.51	18.49	13.61	12.22	11.73	11.66	12.43