Research Article
An Efficient CNN Model for COVID-19 Disease Detection Based on X-Ray Image Classification
Table 8
Models’ performance on test data.
| Model | Accuracy | Precision | Sensitivity | Specificity | F1 score | ROC AUC |
| RF | 0.980 | 0.961 | 1.000 | 0.961 | 0.980 | 1.000 | GBM | 0.940 | 0.960 | 0.923 | 0.958 | 0.941 | 0.940 | SVC | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | LR | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | KNN | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | CNN | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
|
|