TABLE II. Performance of COVID-19 vs. CAP Classification Achieved by LR, SVM, RF, NN and AFS-DF. The Terms
and
in “
” Denote the Mean and Standard Deviation, Respectively.
Method | ACC (%) | SEN (%) | SPE (%) | AUC (%) | Precision (%) | F1-score(%) |
---|---|---|---|---|---|---|
LR |
![]() |
![]() |
![]() |
![]() |
![]() |
![]() |
SVM |
![]() |
![]() |
![]() |
![]() |
![]() |
![]() |
RF |
![]() |
![]() |
![]() |
![]() |
![]() |
![]() |
NN |
![]() |
![]() |
![]() |
![]() |
![]() |
![]() |
AFS-DF |
![]() |
![]() |
![]() |
![]() |
![]() |
![]() |