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. 2020 May 19;8(5):e17643. doi: 10.2196/17643

Table 5.

Comparison with the baseline method.

Model Precision (%) Recall (%) F-score (%)
Single models

CNNa 42.47 69.43 52.70

GCNb 48.77 63.69 55.24

Bi-LSTMc 60.59 60.34 60.46
Ensemble models

Bi-LSTM+CNN 57.77 64.73 61.05

Bi-LSTM+GCN (our model) 63.79 66.62 65.17

aCNN: convolutional neural network.

bGCN: graph convolutional network.

cBi-LSTM: bi-directional long short-term memory.