Skip to main content

Table 4 Performance comparison with feature selection methods for diagnosis

From: GACDN: generative adversarial feature completion and diagnosis network for COVID-19

 

ACC (%)

SEN (%)

SPE (%)

AUC (%)

LRR

88.02 ± 1.45

89.02 ± 1.515

86.79 ± 1.83

87.90 ± 1.23

LatLRR

90.43 ± 1.75

90.92 ± 3.175

88.30 ± 3.11

90.11 ± 1.64

LPP

89.12 ± 1.68

90.97 ± 2.862

86.83 ± 2.55

89.08 ± 1.29

SAE

90.20 ± 2.22

91.22 ± 2.662

88.79 ± 3.20

90.01 ± 2.48

AFS-DF

90.67 ± 2.23

90.49 ± 3.010

90.41 ± 3.34

90.91 ± 0.91

GACDN

91.31 ± 1.12

91.62 ± 1.923

91.01 ± 2.31

91.32 ± 1.13