List your company
ResearchFormerly WizWand

Rank Evaluation on Overall Performance across 12 Datasets

1.42RankDeep Lasso
1.15682.93344.716.4866Nov 10, 2023
Updated 7mo ago

Evaluation results

MethodLinks
Deep Lassopercent_extra_features=75%, downstream_model=MLP2023.111.42
XGBoostpercent_extra_features=50%, downstream_model=FT-Transformer2023.112.42
Deep Lassopercent_extra_features=50%, downstream_model=MLP2023.112.58
XGBoostpercent_extra_features=75%, downstream_model=MLP2023.112.58
XGBoostpercent_extra_features=50%, downstream_model=MLP2023.112.67
Deep Lassopercent_extra_features=50%, downstream_model=FT-Transformer2023.112.67
AGLpercent_extra_features=50%, downstream_model=MLP2023.113
1L Lassopercent_extra_features=75%, downstream_model=MLP2023.113.25
AMpercent_extra_features=50%, downstream_model=FT-Transformer2023.113.42
RFpercent_extra_features=50%, downstream_model=FT-Transformer2023.113.42
1L Lassopercent_extra_features=50%, downstream_model=FT-Transformer2023.113.5
AMpercent_extra_features=50%, downstream_model=MLP2023.113.58
LassoNetpercent_extra_features=50%, downstream_model=MLP2023.113.83
LassoNetpercent_extra_features=50%, downstream_model=FT-Transformer2023.113.92
AGLpercent_extra_features=50%, downstream_model=FT-Transformer2023.114.08
LassoNetpercent_extra_features=75%, downstream_model=MLP2023.114.33
RFpercent_extra_features=50%, downstream_model=MLP2023.114.67
1L Lassopercent_extra_features=50%, downstream_model=MLP2023.114.75
AGLpercent_extra_features=75%, downstream_model=MLP2023.114.92
RFpercent_extra_features=75%, downstream_model=MLP2023.114.92
Lassopercent_extra_features=75%, downstream_model=MLP2023.115
Lassopercent_extra_features=50%, downstream_model=MLP2023.115.42
No FSpercent_extra_features=50%, downstream_model=FT-Transformer2023.116.08
Univariatepercent_extra_features=50%, downstream_model=FT-Transformer2023.116.17
Lassopercent_extra_features=50%, downstream_model=FT-Transformer2023.116.42
Univariatepercent_extra_features=50%, downstream_model=MLP2023.117.33
Univariatepercent_extra_features=75%, downstream_model=MLP2023.117.5
No FSpercent_extra_features=75%, downstream_model=MLP2023.117.58
No FSpercent_extra_features=50%, downstream_model=MLP2023.118