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

Table 4

The VAPE of inflow at each station on weekdays.

Station	Combined	ARMA	NN	SVR	Averaging	Adaboost	kNN
1	1.26	2.04	3.29	1.39	1.27	1.30	1.56
2	1.39	3.66	1.63	1.41	1.39	1.40	1.31
3	0.73	2.64	4.03	1.06	0.73	0.77	0.88
4	0.96	4.93	1.68	1.35	0.96	1.01	1.19
5	0.84	3.84	1.37	1.32	0.85	0.87	0.86
6	0.90	3.97	1.05	1.07	0.91	1.01	1.29
7	0.87	3.97	1.05	0.91	0.89	0.88	1.21
8	3.15	5.12	4.48	5.19	3.15	3.32	4.99
9	1.60	1.78	2.03	2.73	1.64	1.56	2.7
10	0.87	2.83	2.92	1.07	0.87	0.91	1.62
11	0.69	2.58	0.99	0.77	0.69	0.74	1.72
12	0.72	2.79	1.17	0.92	0.72	0.73	0.83
13	0.86	3.18	1.77	1.08	0.87	0.91	1.17
14	1.10	4.89	1.8	1.72	1.11	1.15	1.34
15	0.82	2.18	3.15	1.06	0.83	0.86	1.01
16	0.83	3.01	1.35	1.06	0.84	0.89	0.89
17	0.98	3.88	1.78	1.62	0.98	1.01	1.03
18	2.84	8.39	4.82	6.08	2.85	3.03	3.66
19	1.59	2.31	1.58	1.87	1.59	1.58	1.94
# of best	13	0	0	0	5	1	0
Average	1.21	3.58	2.21	1.77	1.22	1.26	1.64