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. 2020 Dec 7;6:e327. doi: 10.7717/peerj-cs.327

Table 8. Statistics of performance metrics (AUC, AUPR, F1) for different AE variants.

Evaluation metrics AE variants N Mean Std. Dev. Std. error 95% CI for Mean
Lower bound Upper bound
AUC SAE 2 83.55 2.47 0.78 82.01 85.08
SSAE 2 84.05 1.76 0.55 82.95 85.14
DAE 2 82.65 6.15 1.94 78.83 86.46
ContAE 2 85.8 2.82 0.89 84.04 87.55
CAE 2 81.4 0.28 0.08 81.22 81.57
AUPR SAE 2 91.8 1.13 0.35 91.09 92.5
SSAE 2 91.95 1.34 0.42 91.11 92.78
DAE 2 91.85 0.49 0.15 91.54 92.15
ContAE 2 92.9 0.56 0.17 92.54 93.25
CAE 2 90.7 2.26 0.71 89.29 92.1
F1 SAE 2 88.94 3.04 0.96 87.05 90.83
SSAE 2 89.06 2.92 0.92 87.24 90.87
DAE 2 89.47 1.72 0.54 88.40 90.53
ContAE 2 90.79 1.65 0.52 89.76 91.81
CAE 2 86.54 5.96 0.188 82.85 90.23