Table 1 Heart failure prediction experiment results
Method | Training Accuracy | Test Accuracy | Training Time/s |
|---|---|---|---|
Logistic Regression | 85.25 | 83.24 | 0.07 |
Random Tree | 96.95 | 92.10 | 0.14 |
Deep Neural Networks (DNNs) | 98.95 | 95.34 | 12.51 |
Convolutional Neural Networks (CNNs) | 99.44 | 95.82 | 7.05 |
Wide Neural Network (BLS) | 98.79 | 96.92 | 0.13 |
DAE-BLS | 99.55 | 97.12 | 1.20 |