Research Article
Arrhythmia Classification of ECG Signals Using Hybrid Features
Table 7
Comparison of the proposed scheme with state-of-the-art methods using subject-oriented scheme.
| | Features | Dimensions | Classes | Accuracy | Sensitivity | Specificity |
| Proposed | DWT + RR interval + TEO | 17 | 5 (18) | 99.8 | 99.7 | 99.9 | Ye et al. [11] | WT + ICA + RR | 18 | 5 (16) | 86.4 | 91.3 | — | Martis et al. [9] | DWT + ICA | 12 | 5 (15) | 99.28 | 97.97 | 99.83 | Mar et al. [15] | RR interval series and WT | — | 3 | 93 | 80 | 82 | de Lannoy et al. [5] | Waveform + HOS + RR | 249 | 5 (16) | 94 | — | — |
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