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Missing data imputation on Spam 30% MCAR
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0.205
Average Error
IVGAE
0.2014
0.2257
0.25
0.2743
Nov 27, 2025
Average Error
Updated 1mo ago
Evaluation Results
Method
Method
Links
Average Error
IVGAE
Missing Rate=30%
2025.11
0.205
IGRM
Missing Rate=30%
2025.11
0.207
HIVAE
Missing Rate=30%
2025.11
0.218
GRAPE
Missing Rate=30%
2025.11
0.22
NMWAE
Missing Rate=30%
2025.11
0.232
MWAE
Missing Rate=30%
2025.11
0.237
KNN
Missing Rate=30%
2025.11
0.243
MICE
Missing Rate=30%
2025.11
0.25
GAIN
Missing Rate=30%
2025.11
0.275
MisF
Missing Rate=30%
2025.11
0.285
Mean
Missing Rate=30%
2025.11
0.295
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