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

Table 7

The MAPE of outflow at each station on weekends.

Station	Combined	ARMA	NN	SVR	Averaging	Adaboost	kNN
1	12.64	14.94	12.20	12.71	12.84	12.31	12.12
2	16.67	15.77	14.04	15.14	16.84	16.21	14.18
3	11.06	14.92	11.96	11.41	11.27	11.05	11.04
4	12.36	16.41	13.93	13.26	12.57	12.49	12.62
5	12.76	16.26	13.25	12.84	12.96	12.48	11.15
6	11.23	20.68	13.98	12.24	11.43	11.40	11.92
7	12.37	14.43	13.13	12.11	12.58	12.38	12.11
8	10.16	15.26	11.41	12.11	10.37	10.29	13.20
9	11.17	13.59	10.37	13.30	11.40	11.46	15.25
10	11.26	18.38	12.99	12.68	11.47	11.40	14.17
11	11.37	17.6	13.41	12.20	11.59	11.49	13.33
12	11.01	19.1	13.06	11.53	11.23	11.22	11.53
13	10.99	21.15	15.12	11.9	11.22	11.30	11.66
14	11.95	19.9	16.15	13.74	12.16	12.12	12.17
15	10.69	30.40	13.88	11.47	10.89	10.85	10.88
16	14.46	20.45	15.88	15.56	14.67	14.54	13.58
17	11.91	20.84	14.59	12.27	12.12	11.92	11.62
18	12.81	13.81	11.51	13.61	13.00	12.56	12.59
19	13.18	15.96	13.32	17.19	13.37	13.15	13.16
# of best	11	0	4	1	0	1	2
Average	12.10	17.94	13.38	13.02	12.31	12.14	12.54