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Weight Prediction on Australian livestock production dataset (test)
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14.34
RMSE
Centralized training
13.2032
20.8766
28.55
36.2234
Mar 30, 2026
RMSE
MAE
MAPE
R-squared
Updated 2mo ago
Evaluation Results
Method
Method
Links
RMSE
MAE
MAPE
R-squared
Centralized training
Training Paradigm=Cent...
2026.03
14.34
10.3
2.71
0.97
LivestockPFL
Training Paradigm=Pers...
2026.03
23.42
17.33
4.66
0.93
LivestockPFL-Sqrt
Training Paradigm=Pers...
2026.03
26.81
20.41
5.42
0.91
LivestockFL-Sqrt
Training Paradigm=Fede...
2026.03
39.55
31.84
8.53
0.8
LivestockFL
Training Paradigm=Fede...
2026.03
42.76
33.46
9.13
0.75
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