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Performance comparison with reference studies
| Algorithm | records | validation | Acc (%) | Se (%) | Sp (%) | PPV (%) | F1 (%) | separate testset | semi/auto |
|---|---|---|---|---|---|---|---|---|---|
|
| |||||||||
| De Chazal et al. (2004) | 44 | DS2 | 97.4 | 77.7 | 98.8 | 81.9 | 79.7 | No | auto |
| Mar et al. (2011) | 44 | DS2 | 97.3 | 86.8 | - | 75.9 | 81.0 | No | auto |
| Oster et al. (2015) | 44 | DS2 | 98.87 | 87.61 | 99.75 | 96.43 | 91.81 | Yes | semi |
| Proposed in this study | 44 | ten-fold | 97.96 | 82.60 | 99.11 | 87.42 | 84.94 | Yes | auto |
