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 |
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