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Regression on Concrete Compressive Strength
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77.7
Mean Relative Improvement (%)
LightGBM
15.196
31.423
47.65
63.877
Dec 10, 2025
Mean Relative Improvement (%)
Standard Error
Updated 1mo ago
Evaluation Results
Method
Method
Links
Mean Relative Improvement (%)
Standard Error
LightGBM
n=1030, p=8
2025.12
77.7
0.3
XGBoost
n=1030, p=8
2025.12
74.4
0.4
Random Forest
n=1030, p=8
2025.12
64.1
0.4
Attention Lasso
n=1030, p=8
2025.12
62.8
0.7
KNN
n=1030, p=8
2025.12
17.6
1
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