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Average runtime (in second) of DOSK for the extended Class-2 example with different combinations of the number of samples (#Obs) and variables (#Var) per tuning parameter combination.
| #Var/#Obs | 200 | 400 | 800 | 1600 |
|---|---|---|---|---|
| 10 | 12.3 | 53.8 | 103.8 | 518.2 |
| 50 | 39.6 | 71.3 | 192.5 | 604.3 |
| 200 | 54.1 | 189.2 | 398.2 | 1460.747 |
| 500 | 216.8 | 526.1 | 972.2 | 3351.2 |
| 1000 | 509.6 | 832.2 | 1851.4 | 8381.2 |
| 2000 | 1056.1 | 1881.3 | 3056.3 | 18972.5 |
