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Table 4 Prediction results of FCNBLA and its three instances FNOA, FCNA and FBLA

From: Assistant diagnosis with Chinese electronic medical records based on CNN and BiLSTM with phrase-level and word-level attentions

Methods

Precisionmacro(%)

Recallmacro(%)

F ‐ scoremacro(%)

Accuracy (%)

FCNBLA

92.31

90.46

91.29

92.78

FNOA

89.78

88.20

88.90

91.49

FCNA

88.80

90.37

89.49

91.68

FBLA

90.98

88.66

89.72

92.16