Table 1 Hyperparameter grid used in the optimization
From: Splitting chemical structure data sets for federated privacy-preserving machine learning
| Hyperparameter | Set of values |
|---|---|
| Hidden sizes | [1200], [1600], [2000], [3000], [1600, 1600] |
| Dropout | 0.4, 0.5, 0.6, 0.7 |
| Weight decay | 1E−5, 1E−6 |