List your company
ResearchFormerly WizWand

Downstream performance prediction on GE German corrupted with Laplace noise

0.6Downstream PerformanceXGBoost + MLP
0.477280.509140.5410.57286Nov 10, 2023
Updated 8mo ago

Evaluation results

MethodLinks
XGBoost + MLPCorruption percentage (%)=502023.110.62.64
RF + MLPCorruption percentage (%)=502023.110.5585
XGBoost + MLPCorruption percentage (%)=752023.110.5582
LassoNet + MLPCorruption percentage (%)=502023.110.5514.45
LassoNet + MLPCorruption percentage (%)=752023.110.5435.09
Deep Lasso + MLPCorruption percentage (%)=502023.110.5391.91
Univariate + MLPCorruption percentage (%)=502023.110.5317
Deep Lasso + MLPCorruption percentage (%)=752023.110.5272
AM + MLPCorruption percentage (%)=502023.110.5263.91
No FS + MLPCorruption percentage (%)=502023.110.5258.27
RF + MLPCorruption percentage (%)=752023.110.5244.45
1L Lasso + MLPCorruption percentage (%)=502023.110.5213.09
1L Lasso + MLPCorruption percentage (%)=752023.110.5193.73
AGL + MLPCorruption percentage (%)=752023.110.5193.09
AGL + MLPCorruption percentage (%)=502023.110.5183.36
No FS + MLPCorruption percentage (%)=752023.110.5147.73
Lasso + MLPCorruption percentage (%)=502023.110.5076.55
Univariate + MLPCorruption percentage (%)=752023.110.4937.64
Lasso + MLPCorruption percentage (%)=752023.110.4824.36