Table 5 Results for robust study.
From: Robust two stages federated learning for sensor based human activity recognition with label noise
The number of clients | PAMAP2 | The number of clients | OPPORTUNITY | ||||
|---|---|---|---|---|---|---|---|
Acc | F1 | Rec | Acc | F1 | Rec | ||
10 | 82.12 | 80.71 | 79.51 | 20 | 69.37 | 61.37 | 61.65 |
14 | 80.75 | 78.78 | 77.68 | 24 | 68.96 | 55.57 | 59.22 |
18 | 77.48 | 75.99 | 75.20 | 28 | 66.58 | 55.15 | 56.73 |
