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Downstream performance prediction on EY Energy corrupted with Laplace noise

0.594Downstream Performance Score

1L Lasso + MLP

Updated 1mo ago

Evaluation Results

Method	Links
1L Lasso + MLP 2023.11		0.594	3.09
AM + MLP 2023.11		0.593	3.91
Deep Lasso + MLP 2023.11		0.589	1.91
XGBoost + MLP 2023.11		0.571	2
AGL + MLP 2023.11		0.57	3.36
XGBoost + MLP 2023.11		0.57	2.64
RF + MLP 2023.11		0.564	4.45
RF + MLP 2023.11		0.563	5
Lasso + MLP 2023.11		0.56	6.55
LassoNet + MLP 2023.11		0.554	4.45
Deep Lasso + MLP 2023.11		0.552	2
AGL + MLP 2023.11		0.55	3.09
LassoNet + MLP 2023.11		0.548	5.09
No FS + MLP 2023.11		0.546	8.27
Lasso + MLP 2023.11		0.545	4.36
1L Lasso + MLP 2023.11		0.543	3.73
Univariate + MLP 2023.11		0.532	7
Univariate + MLP 2023.11		0.515	7.64
No FS + MLP 2023.11		0.505	7.73