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. 2022 May 28;3:100041. doi: 10.1016/j.bea.2022.100041

Table 8.

Weighted average ensemble performance metrics after training on our multiclass training set.

TP TN FP FN Acc. Sens. Spec. PPV NPV F1
COVID-19 327 737 67 75 0.88 0.81 0.92 0.83 0.94 0.81
Normal 362 742 55 40 0.92 0.90 0.93 0.87 0.95 0.88
Pneumonia 325 734 70 77 0.88 0.81 0.91 0.82 0.91 0.81