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Tabular Regression on Energy no contamination (avg. over 10 trials)
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1.43
RMSE
GP
1.3912
1.6531
1.915
2.1769
May 28, 2026
RMSE
ESS (theta)
ESS (y)
Updated 5d ago
Evaluation Results
Method
Method
Links
RMSE
ESS (theta)
ESS (y)
GP
2026.05
1.43
3.9
100
OLS
2026.05
1.67
100
100
EM
SBL mode=heteroscedastic
2026.05
1.86
38.4
100
ℓ2-IRLS
SBL mode=heteroscedastic
2026.05
1.86
44.6
100
ℓ1-IRLS
SBL mode=heteroscedastic
2026.05
1.87
9.6
100
MacKay
SBL mode=heteroscedastic
2026.05
1.92
7.7
98.6
Ridge
2026.05
2.13
89.1
100
Huber
2026.05
2.14
100
88.4
Grad. (Primal)
SBL mode=heteroscedastic
2026.05
2.36
8.2
72.8
Grad. (Dual)
SBL mode=heteroscedastic
2026.05
2.36
8
72.8
Student-t
2026.05
2.4
100
96.7
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