Model

Accuracy

precision

Recall

F-measure

AUC

Error

MAE

RMSE

MSLE

RNN + Bahdanua attention

98.27

97.94

98.56

98.25

98.28

0.017

0.131

0.008

RNN + Luong attention

97.26

96.42

98.05

97.23

97.27

0.027

0.165

0.013

RNN + SDP attention

96.27

97.07

95.28

96.17

96.25

0.037

0.193

0.017

RNN + SDP self-attention

97.67

96.81

98.5

97.65

97.68

0.023

0.152

0.011

LSTM + Bahdanua attention

98.63

98.09

99.14

98.61

98.63

0.013

0.117

0.006

LSTM + Luong attention

98.70

98.73

98.63

98.68

98.69

0.012

0.113

0.006

LSTM + SDP attention

98.63

98.85

98.36

98.6

98.62

0.013

0.117

0.006

LSTM + SDP self-attention

98.25

97.59

98.89

98.24

98.26

0.017

0.131

0.008

GRU + Bahdanua attention

98.44

97.79

99.08

98.43

98.46

0.015

0.124

0.007

GRU + Luong attention

98.43

98.43

99.38

99.38

98.45

0.015

0.124

0.007

GRU + SDP attention

96.20

94.05

98.5

96.22

96.24

0.037

0.194

0.018

GRU + SDP self-attention

99.01

99.01

99.51

99

99.02

0.009

0.099

0.004