Research Article
Personalized Federated Learning for ECG Classification Based on Feature Alignment
Table 4
Performance of each local node after federated learning.
| Node | Avg. (local) | Avg. (local with personalization) | Avg. (global) | Avg. (global with personalization) |
| 1 | 89.48 | 86.25 | 54.65 | 84.42 | 2 | 88.76 | 87.18 | 57.18 | 83.25 | 3 | 90.25 | 87.50 | 49.75 | 84.58 | 4 | 91.54 | 88.42 | 51.43 | 83.60 | 5 | 88.31 | 85.85 | 48.92 | 82.46 | 6 | 89.57 | 85.34 | 46.35 | 83.15 | 7 | 90.18 | 87.68 | 52.45 | 84.56 | 8 | 90.54 | 88.15 | 50.20 | 84.10 |
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