Extreme Learning Machine for Heartbeat Classification with Hybrid Time-Domain and Wavelet Time-Frequency Features

Table 2

Training set and testing set division of the MIT-BIH arrhythmia dataset.

Heartbeat type	Total	Training	Testing
Normal beat	75023	9753	65270
Left bundle branch block	8072	3229	4843
Right bundle branch block	7255	2902	4353
Atrial premature contraction	2546	1018	1528
Premature ventricular contraction	7129	2852	4277
Paced beat	7026	2810	4216
Aberrated atrial premature beat	150	75	75
Ventricular flutter wave	472	236	236
Fusion of ventricular and normal beat	802	401	401
Blocked atrial premature beat	193	96	97
Nodal (junctional) escape beat	229	114	115
Fusion of paced and normal beat	982	491	491
Ventricular escape beat	106	53	53
Nodal (junctional) premature beat	83	42	41
Atrial escape beat	16	8	8
Unclassifiable beat	33	16	17
Total	110117	24096	86021