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Tabular Regression on Protein no contamination (avg. over 10 trials)
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356.4
RMSE
GP
310.704
619.152
927.6
1,236.048
May 28, 2026
RMSE
ESS (theta)
ESS (y)
Updated 5d ago
Evaluation Results
Method
Method
Links
RMSE
ESS (theta)
ESS (y)
GP
2026.05
356.4
6.9
100
ℓ2-IRLS
SBL mode=heteroscedastic
2026.05
451.4
15.9
100
EM
SBL mode=heteroscedastic
2026.05
453.4
19.4
100
OLS
2026.05
460.6
100
100
ℓ1-IRLS
SBL mode=heteroscedastic
2026.05
481.8
10.8
100
MacKay
SBL mode=heteroscedastic
2026.05
487.5
6.3
100
Grad. (Dual)
SBL mode=heteroscedastic
2026.05
532.3
7.7
96.5
Grad. (Primal)
SBL mode=heteroscedastic
2026.05
532.5
9.1
96.5
Huber
2026.05
634.3
100
97.6
Ridge
2026.05
742.3
71.3
100
Student-t
2026.05
1,498.8
100
93.9
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