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Missing data imputation on Adult 30% MNAR
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0.172
Avg Error
IVGAE
0.16824
0.19362
0.219
0.24438
Nov 27, 2025
Avg Error
Updated 4d ago
Evaluation Results
Method
Method
Links
Avg Error
IVGAE
Missing Rate=30%
2025.11
0.172
IGRM
Missing Rate=30%
2025.11
0.175
GRAPE
Missing Rate=30%
2025.11
0.184
HIVAE
Missing Rate=30%
2025.11
0.187
MWAE
Missing Rate=30%
2025.11
0.193
NMWAE
Missing Rate=30%
2025.11
0.197
MICE
Missing Rate=30%
2025.11
0.209
KNN
Missing Rate=30%
2025.11
0.212
GAIN
Missing Rate=30%
2025.11
0.213
MisF
Missing Rate=30%
2025.11
0.216
Mean
Missing Rate=30%
2025.11
0.266
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