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Tabular Regression on Energy UCI 10% outlier contamination
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1.89
RMSE
EM
1.7364
2.7732
3.81
4.8468
May 28, 2026
RMSE
ESS(θ)
ESS(y)
Updated 5d ago
Evaluation Results
Method
Method
Links
RMSE
ESS(θ)
ESS(y)
EM
Outlier Contamination=...
2026.05
1.89
29.4
91.2
ℓ2-IRLS
Outlier Contamination=...
2026.05
1.89
39.5
91
MacKay
Outlier Contamination=...
2026.05
1.97
6.7
88.4
Huber
Outlier Contamination=...
2026.05
2.14
100
83.5
Student-t
Outlier Contamination=...
2026.05
2.23
100
92.5
Grad. (Primal)
Outlier Contamination=...
2026.05
2.28
11.8
64.4
Grad. (Dual)
Outlier Contamination=...
2026.05
2.28
11.1
64.4
ℓ1-IRLS
Outlier Contamination=...
2026.05
2.48
18.5
95.4
Ridge
Outlier Contamination=...
2026.05
2.79
96
100
GP
Outlier Contamination=...
2026.05
2.85
9.2
100
OLS
Outlier Contamination=...
2026.05
5.73
100
100
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