Table 7 Noise robustness analysis of the proposed model under different noise levels on four target domains (Accuracy, Precision, Recall, F1-Score, and AUC).

Noise Level	Target domain: MIT-BIH Sup arrhythmia					Target domain: MIT-BIH arrhythmia					Target domain: INCART					Target domain: SCD-Holter
Noise Level	Acc	Precision	Recall	F1-Score	AUC	Acc	Precision	Recall	F1-Score	AUC	Acc	Precision	Recall	F1-Score	AUC	Acc	Precision	Recall	F1-Score	AUC
0.10	0.482	0.553	0.528	0.539	0.601	0.742	0.815	0.739	0.773	0.798	0.876	0.903	0.862	0.881	0.916	0.592	0.678	0.598	0.636	0.623
0.05	0.496	0.561	0.545	0.552	0.615	0.755	0.823	0.751	0.782	0.810	0.884	0.911	0.870	0.889	0.922	0.603	0.686	0.606	0.643	0.636
0.01	0.506	0.567	0.554	0.560	0.624	0.764	0.829	0.758	0.791	0.816	0.890	0.916	0.874	0.895	0.925	0.610	0.691	0.609	0.648	0.642
0	0.511	0.570	0.560	0.565	0.628	0.768	0.832	0.762	0.795	0.819	0.894	0.919	0.877	0.898	0.928	0.614	0.694	0.611	0.651	0.647

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