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Missing data imputation on Heart 30% MCAR
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0.15
Average Error
IVGAE
0.14628
0.17139
0.1965
0.22161
Nov 27, 2025
Average Error
Updated 1mo ago
Evaluation Results
Method
Method
Links
Average Error
IVGAE
Missing Rate=30%
2025.11
0.15
IGRM
Missing Rate=30%
2025.11
0.151
GRAPE
Missing Rate=30%
2025.11
0.155
NMWAE
Missing Rate=30%
2025.11
0.174
KNN
Missing Rate=30%
2025.11
0.181
MWAE
Missing Rate=30%
2025.11
0.182
HIVAE
Missing Rate=30%
2025.11
0.182
MICE
Missing Rate=30%
2025.11
0.204
GAIN
Missing Rate=30%
2025.11
0.22
Mean
Missing Rate=30%
2025.11
0.233
MisF
Missing Rate=30%
2025.11
0.243
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