Personalized Federated Learning for ECG Classification Based on Feature Alignment

Table 5

Comparisons with other methods.

Algorithm	Avg. (local)	Avg. (global)
On-device personalization [33]	84.41	79.80
Agnostic meta learning [34]	82.70	78.68
Mixture models [35]	83.55	76.45
Proposed method	87.85	83.92