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Missing data imputation on Sonar 30% MCAR
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0.215
AvgErr
IVGAE
0.21076
0.23938
0.268
0.29662
Nov 27, 2025
AvgErr
Updated 4d ago
Evaluation Results
Method
Method
Links
AvgErr
IVGAE
Missing Rate=30%
2025.11
0.215
IGRM
Missing Rate=30%
2025.11
0.218
GRAPE
Missing Rate=30%
2025.11
0.22
HIVAE
Missing Rate=30%
2025.11
0.235
MWAE
Missing Rate=30%
2025.11
0.249
NMWAE
Missing Rate=30%
2025.11
0.268
KNN
Missing Rate=30%
2025.11
0.275
MICE
Missing Rate=30%
2025.11
0.281
GAIN
Missing Rate=30%
2025.11
0.302
MisF
Missing Rate=30%
2025.11
0.32
Mean
Missing Rate=30%
2025.11
0.321
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