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. 2021 Apr 1;16(4):e0249450. doi: 10.1371/journal.pone.0249450

Table 2. Classification results: COVID-19 vs. non-COVID-19 CT slices.

Test LCE TrainCOV TrainCOV TrainCOV TrainCOV & TrainPUB TrainCOV & TrainPUB
LCons - TrainCOV TrainCOV & TrainPUB - TrainCOV & TrainPUB
TestCOV & TestPUB ACC 99.18% 99.52% 99.83% 99.88% 99.89%
Sens 0.8980 0.8980 0.9286 0.9490 0.9388
Spec 0.9928 0.9963 0.9991 0.9993 0.9996
PPV 0.5789 0.7273 0.9192 0.9394 0.9583
TestCOV ACC 89.33% 91.33% 94.67% 92.67% 93.33%
Sens 0.8980 0.8980 0.9286 0.9490 0.9388
Spec 0.8846 0.9423 0.9808 0.8846 0.9231
PPV 0.9362 0.9670 0.9891 0.9394 0.9583
TestPUB Spec 0.9935 0.9966 0.9992 1.0000 1.0000

ACC: accuracy, Sens: sensitivity, Spec: specificity, PPV: positive predictive value