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. 2022 Nov 4;10:1046296. doi: 10.3389/fpubh.2022.1046296

Table 6.

Proposed modified EfficientNet-B0 Bayesian optimized features results on COVID-GAN and COVID-Net mini chest X-ray dataset.

Classifiers Sensitivity Precision FPR F1-score Accuracy Time
QSVM 97.13 97.16 0.01 97.14 97.1 14.318
CSVM 97.13 97.26 0.01 97.15 97.4 16.054
M G SVM 96.95 96.96 0.01 96.95 96.9 18.33
C G SVM 95.36 95.53 0.02 95.44 95.4 18.085
ESD 96.70 96.73 0.01 96.71 96.7 121.690
LSVM 96.50 96.56 0.01 96.52 96.5 15.486
SVM Kernel 96.60 96.66 0.01 96.62 96.6 347.63
LRK 96.00 96.06 0.01 96.02 96.0 128.74
LD 95.30 95.36 0.02 95.32 95.0 15.587
WNN 96.76 96.76 0.01 96.76 96.8 59.033

Bold represent best values.