Table 6.
CNN-LSTM vs. multi-frame network in the CHB-MIT dataset.
| Model architecture | Acc (%) | Sen (%) | Spe (%) | F1-score | AUC |
|---|---|---|---|---|---|
| CNN-LSTM | 75.32 | 76.87 | 73.76 | 0.74 | 0.81 |
| multi-frame network | 80.96 | 78.04 | 83.85 | 0.80 | 0.87 |
CNN-LSTM vs. multi-frame network in the CHB-MIT dataset.
| Model architecture | Acc (%) | Sen (%) | Spe (%) | F1-score | AUC |
|---|---|---|---|---|---|
| CNN-LSTM | 75.32 | 76.87 | 73.76 | 0.74 | 0.81 |
| multi-frame network | 80.96 | 78.04 | 83.85 | 0.80 | 0.87 |