Table 2.

Comparative Analysis of the performance of ResNet variants for classifying Pneumonia from CXR images.

Metric	18_v1	34_v1	50_v1	101_v1	152_v1
NPV	0.8782	0.9194	0.9476	0.88	0.9358
FPR	0.1068	0.1709	0.1496	0.0598	0.1282
FDR	0.0648	0.0969	0.0845	0.0374	0.0739
FNR	0.0744	0.0436	0.0282	0.0769	0.0359
Accuracy	0.9135	0.9087	0.9263	0.9295	0.9295
F1 Score	0.9304	0.929	0.9428	0.9424	0.9447
MCC	0.8161	0.8038	0.8424	0.8528	0.8488

ROC curves: The ROC curve graphs (1 – Specificity) Vs. Sensitivity.