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. 2020 May 21;10:8445. doi: 10.1038/s41598-020-65105-x

Table 2.

Metrics of recognition capability according to number of leads.

12 lead 9 lead 7 lead Limb lead Prec. lead P value
Sensitivity 0.86 ± 0.07 0.88 ± 0.07 0.75 ± 0.10 0.65 ± 0.09 0.81 ± 0.09 <0.0001
Specificity 0.76 ± 0.07 0.71 ± 0.10 0.81 ± 0.10 0.86 ± 0.07 0.74 ± 0.09 0.0047
PPV 0.79 ± 0.05 0.76 ± 0.07 0.80 ± 0.08 0.82 ± 0.06 0.76 ± 0.06 0.13
NPV 0.85 ± 0.07 0.87 ± 0.08 0.77 ± 0.07 0.71 ± 0.05 0.80 ± 0.06 <0.0001
F1 0.82 ± 0.04 0.81 ± 0.05 0.77 ± 0.07 0.72 ± 0.06 0.78 ± 0.05 0.0021
Accuracy 0.81 ± 0.04 0.80 ± 0.06 0.78 ± 0.07 0.75 ± 0.05 0.77 ± 0.04 0.10
Loss 1.56 ± 0.31 1.50 ± 0.19 1.41 ± 0.23 1.44 ± 0.18 1.41 ± 0.20 0.55
AUC 0.88 ± 0.05 0.88 ± 0.04 0.86 ± 0.05 0.85 ± 0.05 0.87 ± 0.04 0.45
Accuracy (training) 0.89 ± 0.06 0.91 ± 0.05 0.88 ± 0.06 0.88 ± 0.04 0.88 ± 0.03 0.39
AUC (training) 0.97 ± 0.03 0.98 ± 0.02 0.96 ± 0.03 0.96 ± 0.03 0.97 ± 0.01 0.29
Accuracy (validation) 0.85 ± 0.06 0.85 ± 0.06 0.82 ± 0.05 0.82 ± 0.03 0.82 ± 0.03 0.40
AUC (validation) 0.93 ± 0.05 0.93 ± 0.05 0.91 ± 0.06 0.92 ± 0.05 0.92 ± 0.05 0.89