Table 5 Performance comparison of various deep learning models on identifying enhancers strength
Stages | Model | Acc(%) | Sn(%) | Sp(%) | MCC |
|---|---|---|---|---|---|
First layer | CNN | 70.50 | 92.00 | 49.00 | 0.4541 |
BiLSTM | 73.00 | 89.00 | 57.00 | 0.4855 | |
CNN-BiLSTM | 75.50 | 92.00 | 59.00 | 0.4855 | |
CNN-BiLSTM-Attention | 78.00 | 87.00 | 69.00 | 0.5693 |