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. 2020 Jul 9;20(Suppl 3):121. doi: 10.1186/s12911-020-1113-4

Table 6.

Experimental results of hybrid numberical and textual features

Model Precision (%) Recall (%) F-measure (%)
LR 83.55 85.23 84.38
NB 84.36 87.68 85.99
SVM 86.12 87.41 86.76
ADT 85.72 87.39 86.55
CNN 87.36 88.69 88.01
BiLSTM 87.16 90.01 88.56
CNN+DAE 89.21 90.36 90.01
BiLSTM+DAE 90.32 91.59 90.96
ABiLSTM+DAE 90.15 92.35 91.23
AVG 87.11 89.68 88.05