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ResearchFormerly WizWand

Dimension Selection on Avazu

78.82AUCNo_Select
59.413664.451869.4974.5282Mar 12, 2025May 25, 2025Aug 7, 2025Oct 20, 2025Jan 2, 2026Mar 17, 2026May 31, 2026
Updated 5mo ago

Evaluation results

MethodLinks
No_SelectTarget DR=50%2025.0378.82
No_SelectTarget DR=25%2025.0378.82
No_SelectTarget DR=10%2025.0378.82
No_SelectCategory=-, Target Retention Ratio (FR)=50%2025.0378.82
No_SelectCategory=-, Target Retention Ratio (FR)=25%2025.0378.82
No_SelectRatio (FR)=50%2026.0578.82
No_SelectRatio (FR)=25%2026.0578.82
AutoDimTarget DR=50%2025.0378.78
ShuffleGateTarget DR=50%2025.0378.78
DimRegTarget DR=50%2025.0378.76
SSEDSTarget DR=50%2025.0378.75
SHARKCategory=Permutation, Target Retention Ratio (FR)=50%2025.0378.7
ShuffleGateCategory=Ours, Target Retention Ratio (FR)=50%2025.0378.7
SHARKRatio (FR)=50%2026.0578.7
LeAPRatio (FR)=50%2026.0578.7
RFCategory=Heuristic, Target Retention Ratio (FR)=50%2025.0378.69
AutoFieldCategory=Mask-based, Target Retention Ratio (FR)=50%2025.0378.69
RFRatio (FR)=50%2026.0578.69
AutoFieldRatio (FR)=50%2026.0578.69
ShuffleGateTarget DR=25%2025.0378.68
SSEDSTarget DR=25%2025.0378.56
SFSCategory=Mask-based, Target Retention Ratio (FR)=50%2025.0378.27
SFSRatio (FR)=50%2026.0578.27
DimRegTarget DR=25%2025.0378.15
ShuffleGateTarget DR=10%2025.0378.02
LPFSCategory=Mask-based, Target Retention Ratio (FR)=50%2025.0377.28
LPFSRatio (FR)=50%2026.0577.28
SHARKCategory=Permutation, Target Retention Ratio (FR)=25%2025.0377.23
ShuffleGateCategory=Ours, Target Retention Ratio (FR)=25%2025.0377.23
SHARKRatio (FR)=25%2026.0577.23
LeAPRatio (FR)=25%2026.0577.23
SSEDSTarget DR=10%2025.0377.21
LPFSCategory=Mask-based, Target Retention Ratio (FR)=25%2025.0377.14
LPFSRatio (FR)=25%2026.0577.14
AutoFieldCategory=Mask-based, Target Retention Ratio (FR)=25%2025.0376.92
AutoFieldRatio (FR)=25%2026.0576.92
SFSCategory=Mask-based, Target Retention Ratio (FR)=25%2025.0376.85
SFSRatio (FR)=25%2026.0576.85
RFCategory=Heuristic, Target Retention Ratio (FR)=25%2025.0376.37
RFRatio (FR)=25%2026.0576.37
DimRegTarget DR=10%2025.0374.48
XGBoostCategory=Heuristic, Target Retention Ratio (FR)=50%2025.0374.12
XGBoostRatio (FR)=50%2026.0574.12
XGBoostCategory=Heuristic, Target Retention Ratio (FR)=25%2025.0370.91
XGBoostRatio (FR)=25%2026.0570.91
LassoCategory=Heuristic, Target Retention Ratio (FR)=50%2025.0370.88
LassoRatio (FR)=50%2026.0570.88
LassoCategory=Heuristic, Target Retention Ratio (FR)=25%2025.0360.16
LassoRatio (FR)=25%2026.0560.16