A hybrid model for stock price prediction based on multi-view heterogeneous data

Long, Wen; Gao, Jing; Bai, Kehan; Lu, Zhichen

doi:10.1186/s40854-023-00519-w

Financial Innovation

Table 18 The results of AV

From: A hybrid model for stock price prediction based on multi-view heterogeneous data

Code	Buy and hold (%)	Randomly buy (%)	Momentum trading (%)	ARIMA (%)	SVMMD (%)	SVMDR (%)	SVMFN (%)	SVMMV (%)	MVL-SVMMD (%)	MVL-SVMDR (%)
600000	19.63	16.63	16.97	13.60	5.46	13.68	12.18	15.23	9.87	10.04
600009	32.34	22.06	21.82	24.31	1.90	0.27	16.99	21.53	24.88	24.26
600016	16.13	13.07	12.82	12.22	5.13	0.00	9.25	0.00	9.18	13.55
600028	14.54	11.25	11.31	12.53	0.00	6.21	1.43	0.00	8.44	8.71
600030	37.1	25.17	27.86	29.45	0.48	31.87	37.10	20.86	30.48	30.61
600031	36.09	27.67	26.10	27.25	35.37	23.25	24.37	31.95	30.2	30.21
600036	28.14	23.55	21.41	21.13	21.11	17.84	0.00	17.63	20.87	21.11
600048	28.86	20.97	23.57	18.27	5.82	16.10	0.00	15.81	18.62	17.84
600050	21.96	14.64	15.88	12.92	19.27	5.40	0.00	8.93	10.95	10.75
600104	38.72	27.98	29.88	25.53	0.00	22.89	23.05	0.00	28.01	28.38
600196	57.22	40.71	44.35	41.33	26.23	32.79	34.89	40.19	31.85	36.00
600276	30.42	20.91	25.52	27.82	30.42	24.80	29.74	30.42	23.18	22.27
600309	40.92	28.26	30.54	27.62	28.77	29.68	30.10	28.78	28.24	33.80
600519	26.53	17.90	19.77	21.47	6.86	17.20	12.90	0.00	19.13	19.27
600547	35.05	25.28	47.49	52.97	22.21	24.36	32.85	26.47	24.15	25.28
600570	39.80	30.09	27.06	29.64	8.84	30.76	27.52	38.25	27.00	25.65
600585	28.18	21.52	16.72	19.71	16.80	27.85	22.52	28.18	16.88	23.12
600588	43.86	30.91	43.66	30.58	5.33	26.24	31.84	14.72	19.87	28.64
600703	49.78	34.75	34.97	33.23	25.03	22.82	0.00	0.00	32.85	35.38
600837	34.24	24.99	26.84	21.94	19.14	19.27	0.00	0.00	17.64	20.05
600887	36.56	27.59	28.62	23.89	36.56	26.94	34.69	36.56	26.20	26.99
601012	52.06	38.72	43.16	35.91	8.79	37.37	30.03	35	39.18	39.25
601088	26.01	19.52	21.80	18.04	15.70	14.98	14.76	21.95	15.72	15.31
601166	25.85	17.9	19.97	17.99	13.08	18.56	13.92	0.00	17.31	18.55
601186	21.75	14.73	15.29	16.39	6.42	0.00	15.51	0.00	11.99	13.98
601211	28.28	18.25	22.16	19.41	22.07	10.90	16.22	20.23	22.06	22.11
601288	13.54	11.16	10.52	6.7	0.00	7.35	0.00	0.00	6.62	6.78
601318	27.16	18.76	19.91	17.82	22.74	20.38	23.77	0.00	15.75	15.64
601336	42.61	33.25	31.17	29.32	14.95	26.82	27.85	20.74	30.06	34.32
601398	16.88	14.21	15.38	14.29	1.91	14.16	0.00	0.00	7.00	9.64
601601	35.62	24.78	27.22	28.64	12.36	23.00	26.87	0.00	20.81	20.89
601628	49.51	38.56	34.80	34.43	46.68	32.00	0.00	28.94	24.86	28.95
601668	19.70	12.64	15.49	15.55	10.00	13.36	0.00	0.00	14.83	16.15
601688	32.17	22.23	24.98	23.48	2.57	17.85	20.44	22.94	23.41	23.85
601818	28.03	16.26	20.67	18.38	11.50	13.88	18.61	0.00	18.60	17.84
601857	16.01	9.03	12.78	10.37	0.00	0.50	0.00	0.00	7.19	7.31
603288	34.93	21.44	34.39	0.00	15.15	28.67	26.95	25.44	27.40	25.68

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