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

Table 5.

Classification results of proposed slicing-based serial fusion technique on COVID-19 radiography database.

Classifiers Sensitivity Precision FPR F1-score Accuracy Time
QSVM 98.57 98.75 0.004 98.75 98.8 42.023
CSVM 98.56 98.68 0.004 98.68 98.7 44.317
M G SVM 97.14 97.46 0.008 97.43 97.4 52.454
C G SVM 97.32 97.60 0.008 97.60 97.6 69.348
ED 98.15 98.45 0.005 98.47 98.5 454.86
LSVM 98.25 98.48 0.005 98.42 98.5 38.901
SVM Kernel 98.35 98.56 0.006 98.51 98.6 95.00
LRK 97.69 97.73 0.007 97.88 97.9 147.65
LD 94.56 94.62 0.017 97.65 94.7 42.13
WNN 97.82 97.90 0.006 98.07 98.1 48.073

Bold represent best values.