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Performance of cPDS for different number of agents m and different graph topologies.
| Graph topology | Number of hospitals | Number of edges | Number of iterations | Computation time (sec) | Communication cost | AUC |
|---|---|---|---|---|---|---|
| Random | 5 | 4 | 90 | 906 | 720 | 0.7738 |
| Random | 10 | 13 | 100 | 544 | 2600 | 0.7806 |
| Cyclic | 5 | 5 | 90 | 909 | 900 | 0.7736 |
| Cyclic | 10 | 10 | 250 | 1482 | 5000 | 0.7723 |
| Fully connected | 5 | 10 | 90 | 917 | 1800 | 0.7696 |
| Fully connected | 10 | 45 | 100 | 585 | 9000 | 0.7747 |
