Table A3:
Appendix - Average results on the test folds of the MIT-BIH database
| Wavelet | Window(s) | Acc(%) | Se(%) | Sp(%) | PPV(%) | F1(%) |
|---|---|---|---|---|---|---|
|
| ||||||
| Paul | 0.5 | 90.55±8.54 | 70.46±22.99 | 92.07±9.19 | 55.39±31.14 | 54.86±25.74 |
| Paul | 1 | 92.87±8.51 | 77.19±19.74 | 94.12±9.34 | 70.14±31.80 | 66.69±25.34 |
| Paul | 1.5 | 96.53±3.04 | 80.34±15.62 | 97.66±3.21 | 78.55±23.75 | 76.86±17.68 |
| Paul | 2 | 97.50±2.15 | 80.95±13.13 | 98.65±1.87 | 84.64±17.64 | 81.85±13.28 |
| Paul | 2.5 | 97.94±1.61 | 82.03±11.25 | 99.05±1.16 | 87.39±13.23 | 84.41±11.36 |
| Paul | 3 | 97.92±1.49 | 82.83±11.27 | 98.98±1.25 | 87.09±13.51 | 84.44±10.46 |
| Paul | 3.5 | 98.01±1.34 | 82.32±12.26 | 99.11±1.00 | 87.92±11.75 | 84.67±10.51 |
| Paul | 4 | 97.95±1.31 | 80.70±13.06 | 99.15±0.96 | 88.14±11.62 | 83.87±10.86 |
| Paul | 4.5 | 97.85±1.33 | 80.06±12.78 | 99.10±1.14 | 87.73±12.12 | 83.24±10.61 |
| Paul | 5 | 97.60±1.26 | 76.68±14.45 | 99.03±1.20 | 86.58±13.13 | 80.52±11.23 |
| Paul | 5.5 | 97.58±1.23 | 76.00±15.28 | 99.05±1.16 | 86.78±13.69 | 80.00±11.76 |
| Paul | 6 | 97.51±1.32 | 75.89±15.38 | 98.97±1.29 | 86.14±14.18 | 79.59±12.15 |
|
| ||||||
| Morlet | 0.5 | 92.87±8.46 | 68.12±26.31 | 94.70±9.17 | 70.23±31.80 | 61.52±28.95 |
| Morlet | 1 | 94.43±5.96 | 71.16±22.57 | 96.18±6.46 | 71.73±27.35 | 65.98±23.76 |
| Morlet | 1.5 | 97.31±2.24 | 78.97±15.95 | 98.63±2.17 | 83.82±20.36 | 79.37±16.25 |
| Morlet | 2 | 97.56±1.60 | 80.17±13.33 | 98.80±1.32 | 84.37±16.87 | 81.19±12.66 |
| Morlet | 2.5 | 97.84±1.31 | 80.54±11.69 | 99.04±0.86 | 86.32±12.08 | 83.01±10.40 |
| Morlet | 3 | 97.59±1.12 | 79.26±13.19 | 98.88±0.98 | 84.30±13.97 | 80.77±10.44 |
| Morlet | 3.5 | 97.63±1.10 | 78.35±14.30 | 98.96±0.90 | 85.48±11.95 | 80.86±10.13 |
| Morlet | 4 | 97.32±1.31 | 75.55±15.96 | 98.82±1.04 | 83.51±13.10 | 78.32±11.75 |
| Morlet | 4.5 | 97.31±1.28 | 74.26±16.14 | 98.89±1.02 | 83.96±13.15 | 77.81±12.33 |
| Morlet | 5 | 97.28±1.23 | 73.35±16.42 | 98.92±1.00 | 84.13±13.46 | 77.28±12.42 |
| Morlet | 5.5 | 97.10±1.25 | 72.07±16.55 | 98.84±1.20 | 83.45±14.66 | 76.06±12.47 |
| Morlet | 6 | 97.03±1.31 | 71.72±16.85 | 98.78±1.20 | 82.45±15.45 | 75.42±13.33 |
|
| ||||||
| DOG | 0.5 | 92.94±7.27 | 49.32±31.44 | 96.12±8.10 | 73.83±30.63 | 49.55±28.05 |
| DOG | 1 | 91.53±9.23 | 64.35±21.28 | 93.57±9.84 | 66.76±34.97 | 58.63±26.46 |
| DOG | 1.5 | 96.82±2.92 | 77.46±15.09 | 98.19±2.78 | 80.84±23.52 | 77.12±17.62 |
| DOG | 2 | 97.74±1.70 | 78.78±14.02 | 99.11±1.10 | 87.27±14.62 | 82.25±12.75 |
| DOG | 2.5 | 97.76±1.60 | 78.04±12.62 | 99.14±1.08 | 87.88±13.55 | 82.34±11.83 |
| DOG | 3 | 97.77±1.42 | 77.63±15.32 | 99.19±0.92 | 87.81±13.86 | 81.63±12.51 |
| DOG | 3.5 | 97.84±1.45 | 77.6±15.70 | 99.26±0.76 | 88.32±12.45 | 82.02±12.72 |
| DOG | 4 | 97.87±1.47 | 76.55±15.81 | 99.35±0.66 | 89.27±11.63 | 81.97±13.09 |
| DOG | 4.5 | 97.79±1.36 | 76.18±15.15 | 99.32±0.64 | 88.70±11.36 | 81.52±12.61 |
| DOG | 5 | 97.71±1.31 | 74.11±16.55 | 99.35±0.57 | 88.42±11.85 | 80.00±13.77 |
| DOG | 5.5 | 97.38±1.38 | 71.89±19.17 | 99.12±1.00 | 86.21±16.28 | 76.76±16.17 |
| DOG | 6 | 97.36±1.32 | 71.09±19.81 | 99.15±0.88 | 86.31±14.60 | 76.30±16.21 |