Table 4 The performance of each model at different embedding
From: Enhanced character-level deep convolutional neural networks for cardiovascular disease prediction
Model | Accuracy% | Precision% | Recall% | F-score% |
|---|---|---|---|---|
ConvNets(no pre−emd) | 91.67 | 90.87 | 91.24 | 91.05 |
LSTM(no pre−emd) | 81.82 | 79.45 | 82.36 | 80.88 |
EnDCNN(no pre−emd,k=7) | 94.13 | 94.06 | 94.13 | 94.09 |
EnDCNN(no re−emd) | 88.04 | 87.54 | 88.04 | 87.79 |