TABLE 2. Three-Layer ANN Binary Classification.
| Healthy Subjects | ||||
|---|---|---|---|---|
| Subject | HR (bpm) | HRV (ms) | Accuracy (%) | Precision (%) |
| H1 | 58 | 41 | 90.1 | 95.4 |
| H2 | 60 | 48 | 89.4 | 92.7 |
| H3 | 68 | 28 | 90.4 | 93.8 |
| H4 | 73 | 50 | 92.2 | 94.7 |
| H5 | 77 | 50 | 87.1 | 91.0 |
| H6 | 84 | 19 | 90.2 | 93.7 |
| H7 | 92 | 58 | 89.9 | 92.9 |
| Avg | 72 | 42 | 89.9 | 93.5 |
| Cardiac Patients | ||||
| P1 | 52 | 20 | 80.6 | 82.8 |
| P2 | 54 | 65 | 80.7 | 83.5 |
| P3 | 54 | 208 | 77.3 | 81.3 |
| P4 | 63 | 63 | 80.7 | 83.1 |
| P5 | 64 | 38 | 81.3 | 84.1 |
| P6 | 65 | 60 | 82.8 | 84.1 |
| P7 | 73 | 57 | 83.3 | 86.5 |
| P8 | 81 | 170 | 79.5 | 84.3 |
| P9 | 84 | 147 | 81.3 | 85.8 |
| P10 | 87 | 29 | 78.8 | 82.7 |
| P11 | 102 | 3 | 79.9 | 83.3 |
| Avg | 70 | 78 | 80.6 | 83.8 |