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. 2021 Feb 19;29(1):19–36. doi: 10.3233/XST-200757

Table 1.

Comparison of performance metrics of nCoV-NET for different architectures

Performance Architecture
Metrics VGG-16 DenseNet-161 ResNet-50
Accuracy Recall Precision Accuracy Recall Precision Accuracy Recall Precision
1st Learning Stage 95.36 99.66 95.14 95.94 99.66 95.76 95.65 99.66 95.45
2nd Learning Stage 96.52 100.00 96.09 97.10 100.0 96.72 96.81 100.00 96.40
nCoV-Net (applied to the testing data) 80.00 84.00 74.00 82.00 86.30 76.00 79.00 83.70 72.00