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.
Optimal hyperparameters with FakeBERT
| Hyperparameter | Value |
|---|---|
| Number of convolution layers | 5 |
| Number of max pooling layers | 5 |
| Number of dense layers | 2 |
| Number of Flatten layers | 1 |
| Dropout rate | .2 |
| Optimizer | Adadelta |
| Activation function | Relu |
| Loss function | Categorical-crossentropy |
| Number of epochs | 10 |
| Batch size | 128 |
