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Regression on Automobile
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37.1
Mean Relative Improvement over Lasso
Attention Lasso
-28.108
-11.179
5.75
22.679
Dec 10, 2025
Mean Relative Improvement over Lasso
SE
Updated 1mo ago
Evaluation Results
Method
Method
Links
Mean Relative Improvement over Lasso
SE
Attention Lasso
n=205, p=25
2025.12
37.1
1.3
Random Forest
n=205, p=25
2025.12
33
1.2
LightGBM
n=205, p=25
2025.12
27.4
1.6
XGBoost
n=205, p=25
2025.12
12.3
3.1
KNN
n=205, p=25
2025.12
-25.6
2.5
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