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