Table 1 Precision, recall, and F1-score for each class on the ECG datasets.
Class | Dataset I | Dataset II | ||||
|---|---|---|---|---|---|---|
Precision | Recall | F1-score | Precision | Recall | F1-score | |
ECG MI Patients | \(0.9795 \pm 0.0058\) | \(1.0000 \pm 0.0000\) | \(0.9896 \pm 0.0029\) | \(1.0 \pm 0.0\) | \(1.0 \pm 0.0\) | \(1.0 \pm 0.0\) |
History of MI | \(0.9598 \pm 0.0147\) | \(0.9485 \pm 0.0090\) | \(0.9541 \pm 0.0115\) | \(1.0 \pm 0.0\) | \(1.0 \pm 0.0\) | \(1.0 \pm 0.0\) |
Abnormal Heartbeat | \(0.9868 \pm 0.0105\) | \(0.9404 \pm 0.0234\) | \(0.9630 \pm 0.0167\) | \(1.0 \pm 0.0\) | \(1.0 \pm 0.0\) | \(1.0 \pm 0.0\) |
Normal ECG | \(0.9724 \pm 0.0138\) | \(1.0000 \pm 0.0000\) | \(0.9860 \pm 0.0071\) | \(1.0 \pm 0.0\) | \(1.0 \pm 0.0\) | \(1.0 \pm 0.0\) |
