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Missing data imputation on Stud. 30% MCAR
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0.222
Average Error
IVGAE
0.2184
0.2427
0.267
0.2913
Nov 27, 2025
Average Error
Updated 4d ago
Evaluation Results
Method
Method
Links
Average Error
IVGAE
Missing Rate=30%
2025.11
0.222
IGRM
Missing Rate=30%
2025.11
0.225
GRAPE
Missing Rate=30%
2025.11
0.23
HIVAE
Missing Rate=30%
2025.11
0.237
NMWAE
Missing Rate=30%
2025.11
0.241
MWAE
Missing Rate=30%
2025.11
0.247
KNN
Missing Rate=30%
2025.11
0.251
MICE
Missing Rate=30%
2025.11
0.259
GAIN
Missing Rate=30%
2025.11
0.289
MisF
Missing Rate=30%
2025.11
0.306
Mean
Missing Rate=30%
2025.11
0.312
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