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

Table 9.

Proposed modified EfficientNet-B0 Bayesian optimized features results on chest X-ray dataset.

Classifiers Sensitivity Precision FPR F1-score Accuracy Time
QSVM 98.65 98.77 0.005 98.77 98.80 25.560
CSVM 97.45 97.67 0.006 97.67 97.99 24.728
M G SVM 97.24 97.67 0.006 97.67 97.70 34.803
C G SVM 98.49 95.57 0.005 97.04 98.01 28.913
ESD 98.15 98.67 0.005 98.67 98.07 149.33
LSVM 98.14 98.72 0.005 98.72 98.70 21.394
SVM Kernel 98.65 98.73 0.005 98.05 98.07 3,497.8
LRK 98.23 98.32 0.005 98.32 98.30 290.05
LD 98.35 98.57 0.005 98.57 98.60 22.809
WNN 96.30 96.45 0.016 96.60 96.60 22.083

Bold represent best values.