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.
Experimental setup.
| Description | Value |
|---|---|
| Number of hidden nodes | 15 |
| Learning rates tested | 0.002, 0.006, 0.003, 0.015, 0.01 |
| Mini batch size | 8000 |
| Loss | 0.001 |
| Regularization | L2 |
| Activation function | RELU (rectified linear unit) |
| Number of training samples (OR + LA1 + SH + LA2) | 9616 |
| Number of training samples (OR + LA1) | 6414 |
| Number of training samples (OR only) | 5132 |
| Number of test samples | 2614 |
| Optimization (back propagation) | Adam optimizer |
