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Table 4 Comparison of overall relation classification result of different model

From: Attention-based deep residual learning network for entity relation extraction in Chinese EMRs

Model

Precision

Recall

F1-score

SVM

65.24

55.26

59.84

CNN-Max [18]

55.34

50.84

52.99

LSTM-Max

69.27

70.51

69.88

BLSTM-Attention [19]

74.12

66.95

70.35

ResNet-BLSTM

78.81

71.24

74.83

ResNet-Max [20]

65.24

67.45

66.33

ResNet-PAtt

76.48

79.16

77.80