Machine Algorithm for Heartbeat Monitoring and Arrhythmia Detection Based on ECG Systems

Table 1

The training (DS1) and testing (DS2) sets’ heartbeat class distributions.

Database	SVEB + class		VEB + class
	N	S	V	F
AHA (DS1)	159,688		15,086	293
AHA (DS2)	157,998		15,866	448
MIT-BIH AR	45,794	954	3,796	425
MIT-BIH AR	44,189	1,945	3,217	392