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Missing data imputation on DOW 30% MCAR
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0.015
AvgErr
IVGAE
0.00948
0.04674
0.084
0.12126
Nov 27, 2025
AvgErr
Updated 4d ago
Evaluation Results
Method
Method
Links
AvgErr
IVGAE
Missing Rate=30%
2025.11
0.015
IGRM
Missing Rate=30%
2025.11
0.018
GRAPE
Missing Rate=30%
2025.11
0.02
HIVAE
Missing Rate=30%
2025.11
0.035
KNN
Missing Rate=30%
2025.11
0.04
MWAE
Missing Rate=30%
2025.11
0.044
NMWAE
Missing Rate=30%
2025.11
0.045
MICE
Missing Rate=30%
2025.11
0.059
MisF
Missing Rate=30%
2025.11
0.094
GAIN
Missing Rate=30%
2025.11
0.123
Mean
Missing Rate=30%
2025.11
0.153
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