Personalized Federated Learning for ECG Classification Based on Feature Alignment

Table 3

Performance of each local node after federated learning.

Node type	No.	Classification rate (local)	Classification rate (global)
Local	1	89.48	54.65
Local	2	88.76	57.18
Local	3	90.25	49.75
Local	4	91.54	51.43
Local	5	88.31	48.92
Local	6	89.57	46.35
Local	7	90.18	52.45
Local	8	90.54	50.20
Global			82.6