Automatic Detection of Atrial Fibrillation from ECG Signal Using Hybrid Deep Learning Techniques

Table 4

Performance of ResNet and RBF models using five-fold cross-validation.

Validation number	Epochs	Accuracy (%)	F1 score (%)
1	5	63.11	73.93
	10	68.24
	15	73.67
	20	79.51
2	5	62.04	78.36
	10	71.28
	15	77.34
	20	80.67
3	5	63.86	79.98
	10	70.27
	15	78.37
	20	81.61
4	5	61.99	82.80
	10	69.33
	15	76.38
	20	82.63
5	5	64.79	85.96
	10	72.58
	15	80.67
	20	84.56
Overall F1 score (%)	80.20