Table 1 Hyper-parameter configurations for training the models
From: Deciphering epigenomic code for cell differentiation using deep learning
Trail | L1 | L2 | Patience | Max epochs | Batch size |
|---|---|---|---|---|---|
1 | 1e-07 | 2e-08 | 5000 | 20 | 128 |
2 | 2e-07 | 4e-08 | 5000 | 20 | 128 |
3 | 3e-07 | 8e-08 | 5000 | 20 | 128 |
4 | 4e-07 | 2e-07 | 5000 | 20 | 128 |
5 | 5e-07 | 4e-07 | 5000 | 20 | 128 |
6 | 6e-07 | 8e-07 | 5000 | 20 | 128 |