Development and Validation of Embedded Device for Electrocardiogram Arrhythmia Empowered with Transfer Learning

Table 8

Proposed DVEEA-TL model’ overall results.

Performance matrices	Training (%)	Validation (%)
Accuracy	99.9	99.8
Classification miss rate	0.05	0.07
Sensitivity	99.8	99.7
Specificity	21.09	26.5
Precision	90.9	99.80
F1 score	0.98	0.97
FPR	0.75	0.73
FNR	0.002	0.002
MCC	99.2	98.5
Kappa score	0.98	0.97