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ResearchFormerly WizWand

Dimension Selection on SAUC

99.96AUCShuffleGate
78.452884.036489.6295.2036Mar 12, 2025May 25, 2025Aug 7, 2025Oct 20, 2025Jan 2, 2026Mar 17, 2026May 31, 2026
Updated 5mo ago

Evaluation results

MethodLinks
ShuffleGateTarget DR=50%2025.0399.96
ShuffleGateTarget DR=25%2025.0399.81
LeAPRatio (FR)=50%2026.0599.81
No_SelectTarget DR=25%2025.0399.78
SHARKRatio (FR)=50%2026.0599.77
No_SelectTarget DR=50%2025.0399.75
DimRegTarget DR=50%2025.0399.68
AutoDimTarget DR=50%2025.0399.66
AutoFieldRatio (FR)=50%2026.0599.65
SSEDSTarget DR=50%2025.0399.62
No_SelectRatio (FR)=25%2026.0599.6
No_SelectTarget DR=10%2025.0399.54
No_SelectRatio (FR)=50%2026.0599.54
DimRegTarget DR=25%2025.0399.44
SSEDSTarget DR=25%2025.0399.43
ShuffleGateTarget DR=10%2025.0399.32
SFSRatio (FR)=50%2026.0599.15
LPFSRatio (FR)=50%2026.0599.13
RFRatio (FR)=50%2026.0598.95
LeAPRatio (FR)=25%2026.0598.54
SSEDSTarget DR=10%2025.0398.26
AutoFieldRatio (FR)=25%2026.0598.08
SHARKRatio (FR)=25%2026.0598.05
LPFSRatio (FR)=25%2026.0597.54
SFSRatio (FR)=25%2026.0597.33
XGBoostRatio (FR)=50%2026.0597.1
DimRegTarget DR=10%2025.0395.76
RFRatio (FR)=25%2026.0592.37
XGBoostRatio (FR)=25%2026.0589.77
LassoRatio (FR)=50%2026.0588.72
LassoRatio (FR)=25%2026.0579.28