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

Table 2

ResNet model accuracy and F1 score variation across five-fold cross-validation.

Validation number	No. of epochs	Accuracy (%)	F1 score (%)
1	5	66.39	75.61
	10	69.62
	15	76.60
	20	81.23
2	5	60.70	77.87
	10	68.04
	15	75.60
	20	81.17
3	5	62.64	80.23
	10	69.43
	15	77.81
	20	82.80
4	5	68.21	83.54
	10	72.42
	15	78.03
	20	83.11
5	5	64.52	85.67
	10	77.77
	15	82.84
	20	84.40
Overall F1 score (%)	80.58