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Missing Data Imputation on Yacht 30% MCAR
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0.151
Avg Error
IGRM
0.14584
0.18067
0.2155
0.25033
Nov 27, 2025
Avg Error
Updated 4d ago
Evaluation Results
Method
Method
Links
Avg Error
IGRM
Missing Rate=30%
2025.11
0.151
IVGAE
Missing Rate=30%
2025.11
0.151
GRAPE
Missing Rate=30%
2025.11
0.161
NMWAE
Missing Rate=30%
2025.11
0.175
HIVAE
Missing Rate=30%
2025.11
0.175
MWAE
Missing Rate=30%
2025.11
0.18
MICE
Missing Rate=30%
2025.11
0.209
Mean
Missing Rate=30%
2025.11
0.214
KNN
Missing Rate=30%
2025.11
0.218
GAIN
Missing Rate=30%
2025.11
0.228
MisF
Missing Rate=30%
2025.11
0.28
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