Assessment of Electrocardiogram Rhythms by GoogLeNet Deep Neural Network Architecture

Table 6

Arrhythmia classification results of the inception module with increased kernel size.

Ground truth	Classification result
	NSR	LBBB	RBBB	APC	PVC
NSR	4794	81	33	29	63
LBBB	26	1968	2	0	4
RBBB	25	3	1363	5	4
APC	62	14	15	489	20
PVC	19	4	1	4	1172
Misclassification error (%)	2.68	4.93	3.61	7.21	7.2