Table 1. Comparative experimental results.
Methods | Accuracy | F1 Score | AUC |
---|---|---|---|
RNN | 0.78 | 0.67 | 0.62 |
LSTM | 0.84 | 0.78 | 0.71 |
Bi-LSTM | 0.86 | 0.83 | 0.79 |
CNN-Bi-LSTM | 0.94 | 0.91 | 0.87 |
FUSNN | 0.98 | 0.95 | 0.92 |
Methods | Accuracy | F1 Score | AUC |
---|---|---|---|
RNN | 0.78 | 0.67 | 0.62 |
LSTM | 0.84 | 0.78 | 0.71 |
Bi-LSTM | 0.86 | 0.83 | 0.79 |
CNN-Bi-LSTM | 0.94 | 0.91 | 0.87 |
FUSNN | 0.98 | 0.95 | 0.92 |