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

Table 8.

Proposed slicing-based serial fusion results on COVID-GAN and COVID-Net mini chest X-ray dataset.

Classifiers Sensitivity Precision FPR F1-score Accuracy Time
QSVM 97.42 97.56 0.012 97.59 97.6 36.804
CSVM 97.26 97.36 0.010 97.89 97.9 39.492
M G SVM 96.99 97.08 0.014 97.03 97.0 48.462
C G SVM 94.98 95.01 0.016 95.03 95.5 43.458
ESD 97.12 97.46 0.012 97.01 97.5 339.12
LSVM 96.91 96.97 0.013 97.00 97.1 34.862
SVM Kernel 96.95 96.99 0.012 97.02 97.3 432.8
LRK 95.97 96.01 0.015 96.04 96.5 169.25
LD 93.01 93.06 0.019 93.05 93.9 87.107
WNN 96.96 97.04 0.011 97.04 97.6 37.795

Bold represent best values.