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. 2021 Jan 18:1–17. Online ahead of print. doi: 10.1007/s12559-020-09776-8

Table 8.

Validation performance Pval (Unit: %)

Model CLFS Sensitivity Specificity Precision Accuracy F1 MCC
DenseNet-121 I 94.53 ± 2.34 94.69 ± 1.88 94.77 ± 1.67 94.61 ± 0.65 94.60 ± 0.70 89.32 ± 1.25
II 94.69 ± 1.59 94.84 ± 1.22 94.87 ± 1.22 94.77 ± 1.11 94.76 ± 1.13 89.56 ± 2.23
III 95.00 ± 1.36 94.84 ± 1.41 94.90 ± 1.31 94.92 ± 0.87 94.93 ± 0.88 89.89 ± 1.74
IV 95.00 ± 1.17 95.31 ± 1.56 95.35 ± 1.43 95.16 ± 0.77 95.14 ± 0.75 90.37 ± 1.52
DenseNet-169 I 95.47 ± 1.09 95.47 ± 2.36 95.58 ± 2.19 95.47 ± 0.91 95.48 ± 0.84 91.02 ± 1.81
II 95.47 ± 2.15 95.31 ± 0.70 95.38 ± 0.63 95.39 ± 1.02 95.39 ± 1.08 90.85 ± 2.03
III 95.94 ± 2.23 95.63 ± 1.53 95.70 ± 1.47 95.78 ± 1.12 95.78 ± 1.15 91.64 ± 2.22
IV 96.09 ± 1.44 96.25 ± 1.25 96.27 ± 1.25 96.17 ± 1.23 96.17 ± 1.24 92.37 ± 2.47
DenseNet-201 I 95.94 ± 1.59 95.78 ± 1.86 95.88 ± 1.73 95.86 ± 0.50 95.86 ± 0.49 91.80 ± 1.00
II 96.56 ± 1.53 96.09 ± 2.13 96.19 ± 1.90 96.33 ± 0.93 96.34 ± 0.89 92.73 ± 1.79
III 96.41 ± 1.86 96.88 ± 1.21 96.90 ± 1.18 96.64 ± 1.21 96.63 ± 1.24 93.32 ± 2.42
IV 96.88 ± 1.85 96.72 ± 1.47 96.76 ± 1.39 96.80 ± 0.82 96.79 ± 0.84 93.65 ± 1.60