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Missing data imputation on Ecom. 30% MCAR
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22.7
Avg Error
IGRM
22.504
23.827
25.15
26.473
Nov 27, 2025
Avg Error
Updated 4d ago
Evaluation Results
Method
Method
Links
Avg Error
IGRM
Missing Rate=30%
2025.11
22.7
IVGAE
Missing Rate=30%
2025.11
22.7
GRAPE
Missing Rate=30%
2025.11
23.5
MICE
Missing Rate=30%
2025.11
24.3
HIVAE
Missing Rate=30%
2025.11
24.4
NMWAE
Missing Rate=30%
2025.11
24.5
Mean
Missing Rate=30%
2025.11
25.1
MWAE
Missing Rate=30%
2025.11
25.7
GAIN
Missing Rate=30%
2025.11
26.1
MisF
Missing Rate=30%
2025.11
27.5
KNN
Missing Rate=30%
2025.11
27.6
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