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Regression on Forest Fires
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-10
Mean Rel. Improvement over Lasso (%)
LightGBM
-2,547.6
-1,888.8
-1,230
-571.2
Dec 10, 2025
Mean Rel. Improvement over Lasso (%)
Standard Error (SE)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Mean Rel. Improvement over Lasso (%)
Standard Error (SE)
LightGBM
n=517, p=12
2025.12
-10
0.8
Attention Lasso
n=517, p=12
2025.12
-40
0.3
XGBoost
n=517, p=12
2025.12
-900
4.1
Random Forest
n=517, p=12
2025.12
-2,110
6.3
KNN
n=517, p=12
2025.12
-2,450
5.6
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