Table 6 Accuracy scores comparison on various combinations ECG leads for 5 classes.
From: Deep residual 2D convolutional neural network for cardiovascular disease classification
Channels | CD | HYP | MI | NORM | STTC | Accuracy |
|---|---|---|---|---|---|---|
Leads I | 84.44 | 89.30 | 78.38 | 80.39 | 83.34 | 83.00 |
Bipolar limb leads | 87.39 | 89.94 | 84.30 | 84.16 | 85.21 | 86.40 |
Unipolar limb leads | 77.79 | 88.44 | 26.88 | 56.27 | 76.02 | 63.88 |
Limb leads | 87.07 | 89.89 | 83.71 | 84.07 | 85.25 | 86.81 |
Precordial leads | 87.67 | 90.80 | 85.16 | 86.53 | 88.67 | 88.16 |
12 leads | 90.17 | 92.03 | 88.85 | 88.89 | 89.39 | 89.87 |
