Table 3 Comparison of different model performance on ECG datasets divided by 12 s
From: Heart failure classification using deep learning to extract spatiotemporal features from ECG
Model | Acc(%) | PPV(%) | Sen(%) | Spe(%) |
|---|---|---|---|---|
CNN | 97.948 | 97.16 | 97.837 | 99.25 |
CNN-LSTM | 98.638 | 98.601 | 98.2535 | 99.4655 |
CNN-LSTM-SE | 99.09 | 98.9855 | 99.033 | 99.649 |