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ResearchFormerly WizWand

Dimension Selection on AliCCP

65.98AUCNo_Select
-2.03558415.62230833.280250.938092Mar 12, 2025May 25, 2025Aug 7, 2025Oct 20, 2025Jan 2, 2026Mar 17, 2026May 31, 2026
Updated 5mo ago

Evaluation results

MethodLinks
No_SelectTarget DR=50%2025.0365.98
No_SelectTarget DR=25%2025.0365.98
No_SelectTarget DR=10%2025.0365.98
No_SelectRatio (FR)=50%2026.0565.98
No_SelectRatio (FR)=25%2026.0565.98
ShuffleGateTarget DR=50%2025.0365.95
DimRegTarget DR=50%2025.0365.94
SSEDSTarget DR=50%2025.0365.9
AutoDimTarget DR=50%2025.0365.89
LeAPRatio (FR)=50%2026.0565.83
SHARKRatio (FR)=50%2026.0565.82
SFSRatio (FR)=50%2026.0565.79
ShuffleGateTarget DR=25%2025.0365.71
SSEDSTarget DR=25%2025.0365.69
AutoFieldRatio (FR)=50%2026.0565.67
LPFSRatio (FR)=50%2026.0565.54
RFRatio (FR)=50%2026.0565.49
ShuffleGateTarget DR=10%2025.0365.43
DimRegTarget DR=25%2025.0365.24
XGBoostRatio (FR)=50%2026.0564.99
LeAPRatio (FR)=25%2026.0564.89
SSEDSTarget DR=10%2025.0364.87
AutoFieldRatio (FR)=25%2026.0564.85
SHARKRatio (FR)=25%2026.0564.61
SFSRatio (FR)=25%2026.0564.52
LPFSRatio (FR)=25%2026.0564.23
LassoRatio (FR)=50%2026.0560.54
RFRatio (FR)=25%2026.0560.32
DimRegTarget DR=10%2025.0360.05
XGBoostRatio (FR)=25%2026.0558.69
LassoRatio (FR)=25%2026.0558.04
No_SelectCategory=-, Target Retention Ratio (FR)=50%2025.030.6598
No_SelectCategory=-, Target Retention Ratio (FR)=25%2025.030.6598
ShuffleGateCategory=Ours, Target Retention Ratio (FR)=50%2025.030.6583
SHARKCategory=Permutation, Target Retention Ratio (FR)=50%2025.030.6582
SFSCategory=Mask-based, Target Retention Ratio (FR)=50%2025.030.6579
AutoFieldCategory=Mask-based, Target Retention Ratio (FR)=50%2025.030.6567
LPFSCategory=Mask-based, Target Retention Ratio (FR)=50%2025.030.6554
RFCategory=Heuristic, Target Retention Ratio (FR)=50%2025.030.6549
XGBoostCategory=Heuristic, Target Retention Ratio (FR)=50%2025.030.6499
ShuffleGateCategory=Ours, Target Retention Ratio (FR)=25%2025.030.6489
AutoFieldCategory=Mask-based, Target Retention Ratio (FR)=25%2025.030.6485
SHARKCategory=Permutation, Target Retention Ratio (FR)=25%2025.030.6461
SFSCategory=Mask-based, Target Retention Ratio (FR)=25%2025.030.6452
LPFSCategory=Mask-based, Target Retention Ratio (FR)=25%2025.030.6423
LassoCategory=Heuristic, Target Retention Ratio (FR)=50%2025.030.6054
RFCategory=Heuristic, Target Retention Ratio (FR)=25%2025.030.6032
XGBoostCategory=Heuristic, Target Retention Ratio (FR)=25%2025.030.5869
LassoCategory=Heuristic, Target Retention Ratio (FR)=25%2025.030.5804