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.
Convolutional neural network (CNN) model performance with percentage reduction in training examples.
| Performance measures | Percentage reduction in training examples, mean (SD) | ||||
|
|
5% | 10% | 20% | 40% | 80% |
| Precision | 0.81 (0.38) | 0.97 (0.02) | 0.96 (0.02) | 0.96 (0.03) | 0.95 (0.02) |
| Recall | 0.03 (0.03) | 0.43 (0.05) | 0.67 (0.03) | 0.77 (0.04) | 0.85 (0.03) |
| F1 | 0.05 (0.05) | 0.60 (0.04) | 0.79 (0.03) | 0.86 (0.03) | 0.90 (0.02) |
