TABLE VII:
Performance of the quality assessment methods for independent subjects with AF from UMMC Simband dataset
Method | No. of Segments | TP | TN | FP | FN | Sens | Spec | PPV | NPV | G_mean | Acc | F_meas |
---|---|---|---|---|---|---|---|---|---|---|---|---|
Our approach | 403 | 321 | 59 | 10 | 13 | 96.11 | 85.51 | 96.98 | 81.94 | 90.65 | 94.29 | 96.54 |
Method III | 403 | 318 | 63 | 6 | 16 | 95.21 | 91.30 | 98.15 | 79.75 | 93.24 | 94.54 | 96.66 |
Method II | 403 | 326 | 5 | 64 | 8 | 97.60 | 7.25 | 83.59 | 38.46 | 26.59 | 82.13 | 90.06 |
Method I | 403 | 326 | 52 | 17 | 8 | 97.60 | 75.36 | 95.04 | 86.67 | 85.77 | 93.80 | 96.31 |