These are the results got by optimizing the particular set of benchmark functions provided in Table 2 of
(http://www.automl.org/papers/13-BayesOpt_EmpiricalFoundation.pdf) with our defualt values. All optimizers are run 10 times with n_calls=200.
| Blackbox Function | Minimum | Best minimum |
|---|---|---|
| Branin | 0.426 +/- 0.026 | 0.401 |
| Hart6 | -2.974 +/- 0.149 | -3.315 |
| Blackbox Function | Minimum | Best minimum |
|---|---|---|
| Branin | 0.420 +/- 0.028 | 0.398 |
| Hart6 | -3.111 +/- 0.050 | -3.192 |
| Blackbox Function | Minimum | Best minimum |
|---|---|---|
| Branin | 0.475 +/- 0.112 | 0.399 |
| Hart6 | -3.128 +/- 0.035 | -3.179 |