From: Feature extraction and classification of heart sound using 1D convolutional neural networks
Convolutional kernel size | Convolutional kernel type | Convolutional kernel shape | Accuracy rate (%) | F-score (%) |
---|---|---|---|---|
13 | 1D CNNs | 1×13 | 95.68 | 97.67 |
 | 2D CNNs | 1×13 | 94.15 | 96.30 |
26 | 1D CNNs | 1×26 | 97.83 | 98.55 |
 | 2D CNNs | 2×13 | 95.89 | 97.33 |
39 | 1D CNNs | 1×39 | 97.85 | 98.55 |
 | 2D CNNs | 3×13 | 94.53 | 96.01 |
52 | 1D CNNs | 1×52 | 95.12 | 96.64 |
 | 2D CNNs | 4×13 | 94.55 | 96.01 |
65 | 1D CNNs | 1×65 | 93.01 | 95.23 |
 | 2D CNNs | 5×13 | 92.20 | 93.10 |