Assessment of Electrocardiogram Rhythms by GoogLeNet Deep Neural Network Architecture

Table 9

Classification results compared to the state-of-the-art NSR, APC, and PVC heartbeats classification (%).

Truth	Classification result
	Kiranyaz et al. [18]			Luo et al. [25]			Proposed
	NSR	APC	PVC	NSR	APC	PVC	NSR	APC	PVC
NSR	73539	824	368	41873	300	947	4794	29	63
APC	837	1568	178	1520	282	9	62	489	20
PVC	230	72	5277	1240	13	1943	19	4	1172
Misclassification error (%)	1.43	36.36	9.38	6.18	52.61	32.98	1.66	6.32	6.61