Table 7.
Magnitude of randomization vs testing accuracy on MNIST
| Randomization | FedAvg (%) | CAFed (%) |
|---|---|---|
| Nonrandomized | ||
| = 0 | 72.23 | 83.26 |
| Randomized | ||
| = 0.0001 | 70.26 | 81.75 |
| = 0.001 | 68.14 | 80.00 |
| = 0.01 | 67.75 | 78.13 |
| = 0.05 | 65.00 | 76.00 |
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