Table 1. Computational efficiency on evaluation datasets.
Dataset | Insurance | Parkinsons.Motor | Parkinsons.Total | Synthetic |
---|---|---|---|---|
# samples | 9,822 | 5,875 | 5,875 | 1,000,000 |
# features | 84 | 20 | 20 | 6 |
# iterations | 8 | 6 | 6 | 6 |
Central runtime (S) | 0.42 | 0.264 | 0.236 | 0.076 |
Total runtime (S) | 3.77 | 2.017 | 2.352 | 12.76 |
Data transmitted (MB) | 80 | 492 | 492 | 612 |