Table 4. The average error of all Out -passenger-flow of all stations.

RMSE
	Ordinary				Anomalous
nstep	SVR	MLP	GBRT	HA	SVR	MLP	GBRT	HA
1	40.76	44.95	42.15	78.53	91.41	76.78	122.53	195.62
2	42.09	47.47	44.09	78.53	98.56	80.46	122.72	195.62
3	49.14	58.06	50.20	78.53	116.20	96.77	131.51	195.62
4	54.38	68.22	54.99	78.53	133.71	111.96	139.23	195.62
5	60.54	80.00	58.68	78.53	150.79	132.11	149.09	195.62
6	64.63	91.99	62.68	78.53	161.55	147.50	159.90	195.62
7	68.90	107.22	69.25	78.53	170.30	167.59	164.74	195.62
8	68.33	117.66	66.26	78.53	171.93	180.23	169.14	195.62
MAPE(%)
	Ordinary				Anomalous
nstep	SVR	MLP	GBRT	HA	SVR	MLP	GBRT	HA
1	17.12	20.29	17.35	23.65	21.60	18.86	22.40	35.19
2	16.92	20.20	17.28	23.65	20.87	17.99	22.03	35.19
3	17.59	22.07	18.02	23.65	23.10	20.16	23.36	35.19
4	17.70	22.81	18.17	23.65	23.97	21.20	23.91	35.19
5	18.19	24.56	18.79	23.65	25.37	23.14	24.87	35.19
6	18.30	25.37	18.90	23.65	26.04	24.29	25.47	35.19
7	18.59	26.77	19.15	23.65	27.22	26.20	26.03	35.19
8	18.61	27.56	19.15	23.65	27.60	27.89	26.40	35.19
VAPE(%)
	Ordinary				Anomalous
nstep	SVR	MLP	GBRT	HA	SVR	MLP	GBRT	HA
1	7.21	7.01	9.78	19.13	2.21	2.27	2.60	2.93
2	6.84	6.63	8.98	19.13	2.12	2.10	2.62	2.93
3	7.19	7.40	9.38	19.13	2.37	2.55	2.73	2.93
4	7.46	7.60	9.07	19.13	2.66	2.89	2.86	2.93
5	7.52	8.00	10.05	19.13	2.73	3.37	2.95	2.93
6	7.83	8.35	9.61	19.13	2.92	3.69	3.04	2.93
7	7.89	8.92	9.51	19.13	3.01	4.15	3.08	2.93
8	7.96	9.10	9.55	19.13	3.14	4.60	3.17	2.93