Method

Amazon review

Class

Accuracy

Precision

Recall

F1

LSTM

Pos

75.16

0.7279

0.8099

0.7667

Neg

0.8245

0.7128

0.7645

CNN

Pos

79.22

0.8228

0.7806

0.8011

Neg

0.7514

0.7925

0.7714

Transformer

Pos

79.23

0.7181

0.7899

0.7523

Neg

0.8227

0.7678

0.7943

HAN

Pos

79.87

0.7747

0.8199

0.7966

Neg

0.8314

0.7825

0.8062

AC-BiLSTM

Pos

80.87

0.7899

0.8099

0.7997

Neg

0.8354

0.7915

0.8128

THAHNN

Pos

82.03

0.7962

0.8397

0.8173

Neg

0.8412

0.8042

0.8222