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	—	—