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.
Comparison of the proposed GSA-DenseNet121-COVID-19 performance with the performance of the SSD-GSA approach and Inception-v3. MA-Precisionmacro average of precision, MA-Recall macro average of recall, and MA-F score macro average of F-score.
| Comparison items | Proposed approach | SSD-DenseNet121 | Inception-v3 |
|---|---|---|---|
| Batch size | 8 | 6 | 10 |
| Dropout rate | 0.1 | 0.71 | 0.5 |
| Number of neurons | 110 | 220 | 150 |
| Accuracy | 98.38% | 94% | 95% |
| MA-Precision | 98% | 94% | 96% |
| MA-Recall | 98% | 94% | 95% |
| MA-F Score | 98% | 94% | 95% |
