Research Article
An Efficient CNN Model for COVID-19 Disease Detection Based on X-Ray Image Classification
Table 9
Models’ performance on independent validation data.
| Model | Accuracy | Precision | Sensitivity | Specificity | F1 score | ROC AUC |
| RF | 0.950 | 0.960 | 0.941 | 0.960 | 0.950 | 0.950 | GBM | 0.920 | 0.930 | 0.911 | 0.928 | 0.920 | 0.922 | SVC | 0.940 | 0.950 | 0.931 | 0.948 | 0.940 | 0.943 | LR | 0.940 | 0.960 | 0.923 | 0.958 | 0.941 | 0.944 | KNN | 0.930 | 0.990 | 0.880 | 0.990 | 0.930 | 0.930 | CNN | 0.995 | 1.000 | 0.990 | 1.000 | 0.995 | 0.995 |
|
|