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

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

Stocks News article Social media Discussion board
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