A Reparameterization Multifeature Fusion CNN for Arrhythmia Heartbeats Classification

Table 5

Performance comparison with existing DL methods.

Authors	# heartbeats	# categories	Overall accuracy
El Bouny et al. [21]	109428	5	99.11%
Khalil and Adib [22]	45000	6	99.57%
Shoughi et al. [19]	113131	5	98.71%
Yildirim et al. [16]	100022	5	99.23%
Proposed method	109398	5	99.43%