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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