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. 2022 Aug 19;22(16):6252. doi: 10.3390/s22166252

Table 5.

Performance analysis of the asynchronous FedLSTM.

Num of Epoch Evaluation Metrics Dataset
FD001 FD002 FD003 FD004
1 RMSE 16.14 22.11 14.68 29.5
SF 174 2877 1452 492
2 RMSE 16.01 21.15 11.8 26.4
SF 2097 2039 2769 3167
3 RMSE 15.81 21.16 11.87 26.1
SF 410 1852 2796 2535
4 RMSE 15.36 22.29 11.85 27.1
SF 1147 1473 5026 2650