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. 2020 Aug 26;24(10):2798–2805. doi: 10.1109/JBHI.2020.3019505

TABLE II. Performance of COVID-19 vs. CAP Classification Achieved by LR, SVM, RF, NN and AFS-DF. The Terms Inline graphic and Inline graphic in “Inline graphic” Denote the Mean and Standard Deviation, Respectively.

Method ACC (%) SEN (%) SPE (%) AUC (%) Precision (%) F1-score(%)
LR Inline graphic Inline graphic Inline graphic Inline graphic Inline graphic Inline graphic
SVM Inline graphic Inline graphic Inline graphic Inline graphic Inline graphic Inline graphic
RF Inline graphic Inline graphic Inline graphic Inline graphic Inline graphic Inline graphic
NN Inline graphic Inline graphic Inline graphic Inline graphic Inline graphic Inline graphic
AFS-DF Inline graphic Inline graphic Inline graphic Inline graphic Inline graphic Inline graphic