Table 3.
Computation time (s) for repetitive KRR and IKRR. “Speedup” means the factor that IKRR gained in CPU time over KRR
| Number of training | 1000 | 2000 | 3000 | 4000 | 5000 |
|---|---|---|---|---|---|
| KRR | 0.8542 | 3.3293 | 7.6927 | 14.1571 | 22.6551 |
| IKRR | 0.0089 | 0.0203 | 0.0357 | 0.0477 | 0.0629 |
| Speedup | 96.0 | 164.0 | 215.5 | 296.8 | 360.2 |