Table 6 AP comparison of all models on journal entry data under the non-i.i.d. setting. The presentation style is consistent with that of TableĀ 3.
Ī» | 4 | 8 | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
AP | APall ā | APglobal ā | APlocal ā | APall ā | APglobal ā | APlocal ā | ||||||
IA | 0.369 (0.008) | 0.824 (0.248) | 0.092 (0.019) | 0.369 (0.008) | 0.824 (0.248) | 0.092 (0.019) | ||||||
FedAvg | 0.402ā (0.118)ā | 0.689ā (0.309)ā | 0.169ā (0.058)ā | 0.491 (0.035)ā | 0.936 (0.078)ā | 0.187ā (0.058)ā | ||||||
FedProx | 0.424 (0.047) | 1.00 (0.000) | 0.087 (0.037) | 0.368 (0.013) | 1.00 (0.000) | 0.045 (0.008) | ||||||
DC (PCA) | 0.562 (0.034) | 0.998 (0.007) | 0.256 (0.056) | 0.495 (0.035) | 0.993 (0.021) | 0.188 (0.054) | ||||||
DC (RP) | 0.502 (0.045) | 0.985 (0.020) | 0.176 (0.054) | 0.497 (0.049) | 1.00 (0.000) | 0.190 (0.066) | ||||||
CA | 0.686ā (0.060)ā | 0.958ā (0.075)ā | 0.440ā (0.099)ā | 0.686ā (0.060)ā | 0.958ā (0.075)ā | 0.440ā (0.099)ā | ||||||
