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ResearchFormerly WizWand

Classification on EY

72.5AccuracyDeep Lasso
50.1455.94561.7567.555Nov 10, 2023Jan 31, 2024Apr 22, 2024Jul 13, 2024Oct 3, 2024Dec 24, 2024Mar 17, 2025
Updated 6mo ago

Evaluation results

MethodLinks
Deep Lassopercent_extra_features=50%, downstream_model=FT-Transformer2023.1172.5
1L Lassopercent_extra_features=50%, downstream_model=FT-Transformer2023.1171.8
RFpercent_extra_features=50%, downstream_model=FT-Transformer2023.1171.1
XGBoostpercent_extra_features=50%, downstream_model=FT-Transformer2023.1170.6
Lassopercent_extra_features=50%, downstream_model=FT-Transformer2023.1169.7
AGLpercent_extra_features=50%, downstream_model=FT-Transformer2023.1169.7
No FSpercent_extra_features=50%, downstream_model=FT-Transformer2023.1168.6
Univariatepercent_extra_features=50%, downstream_model=FT-Transformer2023.1168.1
AMpercent_extra_features=50%, downstream_model=FT-Transformer2023.1168
LassoNetpercent_extra_features=50%, downstream_model=FT-Transformer2023.1167.9
ProtoGateFeature type=Random features2025.0364.8
AutoNFSFeature type=Random features2025.0363.4
XGBoostFeature type=Random features2025.0359
RFFeature type=Random features2025.0358.9
AGLpercent_extra_features=50%, downstream_model=MLP2023.1158.8
AMpercent_extra_features=50%, downstream_model=MLP2023.1158.3
XGBoostpercent_extra_features=50%, downstream_model=MLP2023.1158.3
AGLFeature type=Random features2025.0357.8
Deep Lassopercent_extra_features=50%, downstream_model=MLP2023.1157.7
UnivariateFeature type=Random features2025.0357.5
RFpercent_extra_features=50%, downstream_model=MLP2023.1157.4
Deep LassoFeature type=Random features2025.0357.3
XGBoostpercent_extra_features=75%, downstream_model=MLP2023.1157.1
LassoNetpercent_extra_features=50%, downstream_model=MLP2023.1157
1L Lassopercent_extra_features=50%, downstream_model=MLP2023.1156.6
Lassopercent_extra_features=75%, downstream_model=MLP2023.1156.5
1L LassoFeature type=Random features2025.0356.4
No FSpercent_extra_features=50%, downstream_model=MLP2023.1155.7
Univariatepercent_extra_features=50%, downstream_model=MLP2023.1155.6
Deep Lassopercent_extra_features=75%, downstream_model=MLP2023.1155.4
AMFeature type=Random features2025.0355.4
LassoNetFeature type=Random features2025.0355.2
1L Lassopercent_extra_features=75%, downstream_model=MLP2023.1154.9
Lassopercent_extra_features=50%, downstream_model=MLP2023.1154.8
AGLpercent_extra_features=75%, downstream_model=MLP2023.1154.8
RFpercent_extra_features=75%, downstream_model=MLP2023.1154.7
LassoFeature type=Random features2025.0354.7
LassoNetpercent_extra_features=75%, downstream_model=MLP2023.1153.9
No FSFeature type=Random features2025.0353.8
LSpinFeature type=Random features2025.0353.5
STGFeature type=Random features2025.0353.3
No FSpercent_extra_features=75%, downstream_model=MLP2023.1151.8
Univariatepercent_extra_features=75%, downstream_model=MLP2023.1151