Table 2.
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.