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Missing data imputation on Hous. 30% MCAR
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0.067
Average Error
IVGAE
0.0624
0.09345
0.1245
0.15555
Nov 27, 2025
Average Error
Updated 4d ago
Evaluation Results
Method
Method
Links
Average Error
IVGAE
Missing Rate=30%
2025.11
0.067
IGRM
Missing Rate=30%
2025.11
0.069
MWAE
Missing Rate=30%
2025.11
0.072
NMWAE
Missing Rate=30%
2025.11
0.075
GRAPE
Missing Rate=30%
2025.11
0.076
HIVAE
Missing Rate=30%
2025.11
0.091
KNN
Missing Rate=30%
2025.11
0.096
MICE
Missing Rate=30%
2025.11
0.116
GAIN
Missing Rate=30%
2025.11
0.135
MisF
Missing Rate=30%
2025.11
0.144
Mean
Missing Rate=30%
2025.11
0.182
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