Table 5 The detailed training settings of ELECTRA-DTA
Parameter | Setting | Parameter | Setting |
|---|---|---|---|
CNN kernel size | 3 | Learning rate (lr) | 3e-4 |
Length of SMILES sequence | 100 | Length of protein sequence | 1000 |
Vector dimension | 256 | Number of filters | 256;512 |
Epoch | 100 | Batchsize | 256 |
hidden neurons | 1024; 1024; 512 | dropout | 0.4 |