Official websites use .gov
A
.gov website belongs to an official
government organization in the United States.
Secure .gov websites use HTTPS
A lock (
) or https:// means you've safely
connected to the .gov website. Share sensitive
information only on official, secure websites.
List of parameters and their corresponding range of values used in the grid search.
| Parameter | Method | |
|---|---|---|
| DeepBind | DeeperBind | |
| Learning rate | le-2, le-3, le-4 | |
| Learning rate decay | le-7, le-4, 0.0 | |
| Weight decay | le-5, 0.0 | |
| LSTM architecture | - | 30, 20, 30:20, 10:10, 10:20 |
| Drop out | 0, 0.2, 0.5 | |
| Batch size | 40, 100 | |
