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ResearchFormerly WizWand

Classification on AL

96.3AccuracyUnivariate
90.37291.91193.4594.989Nov 10, 2023Jan 31, 2024Apr 22, 2024Jul 13, 2024Oct 3, 2024Dec 24, 2024Mar 17, 2025
Updated 6mo ago

Evaluation results

MethodLinks
Univariatepercent_extra_features=50%, downstream_model=FT-Transformer2023.1196.3
XGBoostpercent_extra_features=50%, downstream_model=FT-Transformer2023.1196.3
1L Lassopercent_extra_features=50%, downstream_model=FT-Transformer2023.1196.2
LassoNetpercent_extra_features=50%, downstream_model=FT-Transformer2023.1196.2
AMpercent_extra_features=50%, downstream_model=FT-Transformer2023.1196.2
RFpercent_extra_features=50%, downstream_model=FT-Transformer2023.1196.2
Deep Lassopercent_extra_features=50%, downstream_model=FT-Transformer2023.1196.1
No FSpercent_extra_features=50%, downstream_model=FT-Transformer2023.1196
UnivariateFeature type=Random features2025.0396
AutoNFSFeature type=Random features2025.0396
Deep Lassopercent_extra_features=75%, downstream_model=MLP2023.1195.9
Deep LassoFeature type=Random features2025.0395.9
AGLFeature type=Random features2025.0395.8
XGBoostFeature type=Random features2025.0395.6
Univariatepercent_extra_features=50%, downstream_model=MLP2023.1195.5
Lassopercent_extra_features=50%, downstream_model=MLP2023.1195.5
1L Lassopercent_extra_features=50%, downstream_model=MLP2023.1195.5
LassoNetpercent_extra_features=50%, downstream_model=MLP2023.1195.5
AMpercent_extra_features=50%, downstream_model=MLP2023.1195.5
Deep Lassopercent_extra_features=50%, downstream_model=MLP2023.1195.5
Univariatepercent_extra_features=75%, downstream_model=MLP2023.1195.5
1L Lassopercent_extra_features=75%, downstream_model=MLP2023.1195.5
RFFeature type=Random features2025.0395.5
XGBoostpercent_extra_features=50%, downstream_model=MLP2023.1195.4
XGBoostpercent_extra_features=75%, downstream_model=MLP2023.1195.4
LassoNetFeature type=Random features2025.0395.4
AGLpercent_extra_features=50%, downstream_model=MLP2023.1195.3
AMFeature type=Random features2025.0395.3
RFpercent_extra_features=75%, downstream_model=MLP2023.1195.2
Lassopercent_extra_features=50%, downstream_model=FT-Transformer2023.1195.2
1L LassoFeature type=Random features2025.0395.2
RFpercent_extra_features=50%, downstream_model=MLP2023.1195.1
LassoFeature type=Random features2025.0394.9
LSpinFeature type=Random features2025.0394.9
Lassopercent_extra_features=75%, downstream_model=MLP2023.1194.8
LassoNetpercent_extra_features=75%, downstream_model=MLP2023.1194.7
No FSpercent_extra_features=50%, downstream_model=MLP2023.1194.6
No FSFeature type=Random features2025.0394.1
STGFeature type=Random features2025.0394
AGLpercent_extra_features=75%, downstream_model=MLP2023.1192.8
ProtoGateFeature type=Random features2025.0392.2
No FSpercent_extra_features=75%, downstream_model=MLP2023.1192.1
AGLpercent_extra_features=50%, downstream_model=FT-Transformer2023.1190.6