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.
Hyper parameter search space and best hyper parameters
| Hyper parameter | Search space | Value |
|---|---|---|
| Optimizer | adam, adadelta, rmsprop, sgd | adam |
| Activation functions (Hidden layers) | relu, tanh, elu | relu |
| Dropout rate | 0.1–0.5 | 0.3 |
| Epoch | 10, 20, 40, 60 | 40 |
| Batch size | 16, 32, 64, 128 | 128 |
