DAViS: a unified solution for data collection, analyzation, and visualization in real-time stock market prediction

Financial Innovation

Table 7 The experimental results of each source of information in terms of MAPE and DA

Stocks	News article		Social media		Discussion board
Stocks	MAPE (%)	DA (%)	MAPE (%)	DA (%)	MAPE (%)	DA (%)
ADVANC	0.96	51	1.13	46	0.97	45
AOT	1.30	59	1.53	58	6.79	46
BANPU	1.41	60	1.28	57	1.85	51
BBL	0.85	59	0.80	56	1.07	62
BDMS	1.01	51	1.15	57	1.31	61
BH	1.32	51	1.54	48	1.38	76
CK	1.16	57	1.23	57	1.37	58
CPALL	1.03	60	1.81	57	6.65	33
CPF	1.18	53	1.31	47	1.28	52
CPN	1.47	60	1.72	59	8.31	43
HMPRO	1.50	58	2.12	67	1.68	68
IRPC	1.47	53	1.49	54	1.70	35
JAS	1.52	50	1.85	51	2.09	50
KBANK	0.98	57	1.23	45	1.68	45
MINT	1.25	56	1.00	88	1.68	47
PTT	0.88	59	1.64	47	1.40	50
SCB	0.90	56	0.93	56	0.96	53
SCC	0.78	54	1.01	70	1.22	45
THAI	1.61	51	0.93	100	2.12	67
TU	1.21	51	1.08	57	1.39	58
TRUE	1.55	55	1.35	60	1.65	44
Average	1.21	55	1.34	59	2.31	52