Table 5 Macro-average F1 of XLG-Net when the learning rate of GCNII changes (%).

From: A hybrid re-fusion model for text classification

GCNII learning rate

MR

Ohsumed

R52

R8

0.0001

87.06

61.98

84.73

94.37

0.0003

87.74

62.72

85.56

95.01

0.0005

88.41

63.18

86.33

95.25

0.0007

88.46

63.34

86.49

95.77

0.0009

88.30

63.05

86.28

95.62

0.00001

86.55

61.45

84.01

93.76