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. 2020 Dec 17;8(12):e22649. doi: 10.2196/22649

Table 2.

Methods performance comparison.

Models Accuracy Precision @0.8 recall F1 score AUPRCa AUROCb
LSTM-DNN 93.04c 89.02c 84.30c 91.18c 96.15c
GRU-DNN 92.80 88.04 83.92 90.65 95.77
DNN 92.49 86.64 83.17 90.10 95.49
Logistic regression 90.77 81.86 80.03 86.47 93.96
Random forest 90.95 78.39 76.78 86.86 94.17

aAUPRC: area under the precision–recall curve.

bAUROC: area under the receiver operating characteristic curve.

cNumbers for the best method.