Table 4 Results of age classification using a feedforward neural network on the de-noised ECG
From: Age estimation via electrocardiogram from smartwatches
Age | Acc | CI | TPR | TNR | FPR | FNR | PPV | NPV | F1 |
|---|---|---|---|---|---|---|---|---|---|
13 | 0.93 | (0.85,1.00) | 0.96 | 0.65 | 0.35 | 0.04 | 0.96 | 0.68 | 0.96 |
14 | 0.95 | (0.89,1.00) | 0.98 | 0.77 | 0.23 | 0.02 | 0.96 | 0.89 | 0.97 |
15 | 0.95 | (0.89,1.00) | 0.98 | 0.76 | 0.24 | 0.02 | 0.96 | 0.90 | 0.97 |
16 | 0.96 | (0.90,1.00) | 0.99 | 0.81 | 0.19 | 0.01 | 0.96 | 0.94 | 0.98 |
17 | 0.96 | (0.90,1.00) | 0.99 | 0.83 | 0.17 | 0.01 | 0.96 | 0.97 | 0.98 |
18 | 0.95 | (0.89,1.00) | 0.99 | 0.80 | 0.20 | 0.01 | 0.95 | 0.95 | 0.97 |
19 | 0.94 | (0.87,1.00) | 0.96 | 0.85 | 0.15 | 0.04 | 0.96 | 0.87 | 0.96 |
20 | 0.97 | (0.92,1.00) | 0.99 | 0.91 | 0.09 | 0.01 | 0.97 | 0.96 | 0.98 |
21 | 0.96 | (0.90,1.00) | 0.98 | 0.90 | 0.10 | 0.02 | 0.96 | 0.95 | 0.97 |
