Table 4 The overall performance classification results of COVID-19 datasets using the Inception V3 model
Dataset | Classification Type | Accuracy | Recall | Precision | F1-score |
|---|---|---|---|---|---|
DB\(^1\) | Multi-class | 94 | 94 | 94 | 93 |
DB\(^2\) | Multi-class | 94 | 94 | 94 | 94 |
DB\(^3\) | Binary-class | 71 | 71 | 71 | 71 |
DB\(^4\) | Binary-class | 72.22 | 72.5 | 72.22 | 72.14 |
DB\(^5\) | Binary-class | 89.47 | 90.79 | 89.47 | 88.51 |
DB\(^6\) | Multi-class | 79.35 | 78.7 | 79.35 | 78.6 |
All DBs | Multi-class | 69.3 | 83.61 | 69.3 | 70.08 |
Final dataset | Multi-class | 98.48 | 98.5 | 98.48 | 98.48 |