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Hyperparameters searched for interaction blocks during the model optimization.
| Hyperparameters | Test Valuesa |
|---|---|
| 3, 4, 5, 6, 8, 10, 20 | |
| 0.1, 0.2 | |
| number of interaction blocks | 2, 3, 4, 5, 6, 7, 8 |
| share/distinct weights | shared, distinct |
| activation function | tanh, shifted softplus |
Hyperparameters used in DTNN_7ib are in bold, and hyperparameters used in the original DTNN model are underlined.
