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.
Test accuracy of the ResNet50 model without data balance on the COVID-19 CXR dataset
| X-ray | Support | Accu- | Jaccard | Precision | Recall | f1- | Specifi- |
|---|---|---|---|---|---|---|---|
| type | racy | Index | score | city | |||
| COVID-19 | 38 | 0.97 | 0.90 | 0.93 | 0.97 | 0.95 | 0.99 |
| Viral- | 273 | 0.84 | 0.83 | 0.99 | 0.84 | 0.91 | 0.99 |
| pneumonia | |||||||
| Normal | 270 | 0.98 | 0.86 | 0.87 | 0.99 | 0.92 | 0.87 |
| Sum | 581 | ||||||
| Average | 0.91 | 0.85 | 0.92 | 0.92 | 0.92 | 0.96 |
