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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