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Missing data imputation on Bank 30% MCAR
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0.095
Average Error
IVGAE
0.09028
0.12214
0.154
0.18586
Nov 27, 2025
Average Error
Updated 4d ago
Evaluation Results
Method
Method
Links
Average Error
IVGAE
Missing Rate=30%
2025.11
0.095
IGRM
Missing Rate=30%
2025.11
0.099
GRAPE
Missing Rate=30%
2025.11
0.108
HIVAE
Missing Rate=30%
2025.11
0.117
MWAE
Missing Rate=30%
2025.11
0.122
NMWAE
Missing Rate=30%
2025.11
0.124
KNN
Missing Rate=30%
2025.11
0.133
MICE
Missing Rate=30%
2025.11
0.145
GAIN
Missing Rate=30%
2025.11
0.155
Mean
Missing Rate=30%
2025.11
0.172
MisF
Missing Rate=30%
2025.11
0.213
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