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ResearchFormerly WizWand

Data Imputation on energy MAR

0.3002Wasserstein DistanceMissForest
0.2324280.6898891.147351.604811Jul 3, 2026
Updated 3mo ago

Evaluation results

MethodLinks
MissForestRate=5%2026.070.3002
MissForestRate=10%2026.070.4365
ProposalRate=5%2026.070.4842
VAERate=5%2026.070.571
MissForestRate=15%2026.070.5725
MissForestRate=20%2026.070.5725
ProposalRate=10%2026.070.6218
KNNRate=5%2026.070.6949
MICERate=5%2026.070.6952
ProposalRate=20%2026.070.7195
ProposalRate=15%2026.070.7232
MissForestRate=25%2026.070.7258
VAERate=10%2026.070.7758
ProposalRate=25%2026.070.7951
GAINRate=5%2026.070.8472
ProposalRate=30%2026.070.8556
MissForestRate=30%2026.070.8806
KNNRate=10%2026.070.8964
MICERate=10%2026.070.9175
ProposalRate=35%2026.070.9197
PCARate=5%2026.070.9421
ProposalRate=40%2026.070.9809
KNNRate=15%2026.071.0286
KNNRate=20%2026.071.0286
MissForestRate=35%2026.071.0369
GAINRate=10%2026.071.0578
ProposalRate=45%2026.071.0642
MICERate=15%2026.071.0703
MICERate=20%2026.071.0703
KNNRate=25%2026.071.1215
MeanRate=5%2026.071.1717
MissForestRate=40%2026.071.1825
MICERate=25%2026.071.1871
KNNRate=30%2026.071.2021
PCARate=10%2026.071.2153
GAINRate=15%2026.071.2536
KNNRate=35%2026.071.2665
MICERate=30%2026.071.2929
GAINRate=20%2026.071.3058
KNNRate=40%2026.071.3216
GAINRate=25%2026.071.3275
MissForestRate=45%2026.071.3303
PCARate=15%2026.071.3769
PCARate=20%2026.071.3769
MICERate=35%2026.071.3856
KNNRate=45%2026.071.3969
MeanRate=10%2026.071.4461
PCARate=25%2026.071.4647
MICERate=40%2026.071.4831
PCARate=30%2026.071.5211
GAINRate=30%2026.071.5353
PCARate=35%2026.071.5471
MICERate=45%2026.071.6025
MeanRate=15%2026.071.6122
MeanRate=20%2026.071.6122
GAINRate=35%2026.071.6239
PCARate=40%2026.071.6273
PCARate=45%2026.071.717
GAINRate=40%2026.071.7181
MeanRate=25%2026.071.7221
MeanRate=30%2026.071.8078
MeanRate=35%2026.071.8777
GAINRate=45%2026.071.8857
MeanRate=40%2026.071.9385
MeanRate=45%2026.071.9945