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

Table 8

The VAPE of inflow at each station on weekends.

Station	Combined	ARMA	NN	SVR	Averaging	Adaboost	kNN
1	1.31	2.02	1.44	1.62	1.31	1.35	1.74
2	1.28	2.7	1.89	1.44	1.29	1.28	1.16
3	0.72	2.29	0.99	1.1	0.72	0.74	0.90
4	0.84	3.99	1.19	1.35	0.84	0.87	1.17
5	0.90	3.07	1.47	1.62	0.91	0.89	0.90
6	0.75	2.86	2.69	1.02	0.76	0.79	1.17
7	0.94	3.57	1.22	0.93	0.95	0.93	1.47
8	4.51	6.34	5.64	7.22	4.50	4.67	7.78
9	1.85	2.03	2.17	2.87	1.84	1.81	3.26
10	0.83	2.3	1.13	0.97	0.83	0.85	1.7
11	0.69	2.67	3.01	1.03	0.69	0.71	1.84
12	0.76	2.56	1.03	0.89	0.76	0.75	0.91
13	0.84	2.84	1.13	0.99	0.85	0.86	1.13
14	1.41	4.82	2.63	1.91	1.42	1.48	1.78
15	0.92	2.09	1.20	1.04	0.92	0.94	1.10
16	0.91	2.29	1.52	1.13	0.92	0.97	0.94
17	1.07	3.53	1.58	1.47	1.70	1.08	1.12
18	3.58	8.66	6.89	7.39	3.60	3.77	5.01
19	1.64	2.08	4.44	1.77	1.64	1.60	1.97
# of best	12	0	0	1	1	4	1
Average	1.35	3.30	2.28	1.99	1.39	1.39	1.95