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ResearchFormerly WizWand

Imputation on Wine MAR

0.6428Wasserstein DistanceMissForest
0.6057480.8558491.105951.356051Jul 3, 2026
Updated 3mo ago

Evaluation results

MethodLinks
MissForestRate=5%2026.070.6428
MICERate=5%2026.070.6798
KNNRate=5%2026.070.7397
GAINRate=5%2026.070.7764
ProposalRate=5%2026.070.7925
MeanRate=5%2026.070.8293
MissForestRate=10%2026.070.8536
MICERate=10%2026.070.9073
KNNRate=10%2026.070.9554
PCARate=5%2026.070.9591
MissForestRate=15%2026.070.9802
MissForestRate=20%2026.070.9802
GAINRate=10%2026.070.9818
ProposalRate=10%2026.071.0021
MICERate=15%2026.071.0409
MICERate=20%2026.071.0409
MeanRate=10%2026.071.0627
MissForestRate=25%2026.071.077
KNNRate=15%2026.071.0771
KNNRate=20%2026.071.0771
PCARate=10%2026.071.1027
GAINRate=15%2026.071.1061
ProposalRate=20%2026.071.1189
GAINRate=20%2026.071.12
ProposalRate=15%2026.071.1239
MICERate=25%2026.071.142
MissForestRate=30%2026.071.1491
KNNRate=25%2026.071.1638
PCARate=15%2026.071.171
PCARate=20%2026.071.171
MeanRate=15%2026.071.1914
MeanRate=20%2026.071.1914
MissForestRate=35%2026.071.1997
ProposalRate=25%2026.071.2083
PCARate=25%2026.071.2161
MICERate=30%2026.071.2213
KNNRate=30%2026.071.2327
GAINRate=25%2026.071.2492
MissForestRate=40%2026.071.2549
ProposalRate=30%2026.071.2615
PCARate=30%2026.071.2724
MeanRate=25%2026.071.2889
KNNRate=35%2026.071.295
MICERate=35%2026.071.2967
ProposalRate=35%2026.071.304
GAINRate=30%2026.071.3041
MissForestRate=45%2026.071.3206
ProposalRate=40%2026.071.3272
PCARate=35%2026.071.3385
KNNRate=40%2026.071.3613
MeanRate=30%2026.071.3684
MICERate=40%2026.071.3806
ProposalRate=45%2026.071.3834
GAINRate=40%2026.071.4123
PCARate=40%2026.071.4222
GAINRate=35%2026.071.428
MeanRate=35%2026.071.4346
KNNRate=45%2026.071.4365
MICERate=45%2026.071.4734
GAINRate=45%2026.071.4902
MeanRate=40%2026.071.5011
PCARate=45%2026.071.5068
MeanRate=45%2026.071.5691