Imputation on Wine MNAR
0.8058Wasserstein DistanceMissForest
Evaluation Results
| Method | Links | |
|---|---|---|
| MissForestRate=10%2026.07 | 0.8058 | |
| MICERate=10%2026.07 | 0.8631 | |
| ProposalRate=10%2026.07 | 0.8879 | |
| GAINRate=10%2026.07 | 0.9108 | |
| KNNRate=10%2026.07 | 0.9218 | |
| PCARate=10%2026.07 | 0.9647 | |
| MeanRate=10%2026.07 | 1.0044 | |
| MissForestRate=15%2026.07 | 1.0054 | |
| ProposalRate=15%2026.07 | 1.0668 | |
| MICERate=15%2026.07 | 1.0672 | |
| KNNRate=15%2026.07 | 1.1105 | |
| GAINRate=15%2026.07 | 1.1298 | |
| PCARate=15%2026.07 | 1.1436 | |
| MissForestRate=20%2026.07 | 1.1448 | |
| ProposalRate=20%2026.07 | 1.1675 | |
| MICERate=20%2026.07 | 1.1934 | |
| MeanRate=15%2026.07 | 1.2026 | |
| KNNRate=20%2026.07 | 1.2128 | |
| ProposalRate=25%2026.07 | 1.221 | |
| MissForestRate=25%2026.07 | 1.2288 | |
| PCARate=20%2026.07 | 1.2367 | |
| GAINRate=20%2026.07 | 1.2459 | |
| ProposalRate=30%2026.07 | 1.2636 | |
| KNNRate=25%2026.07 | 1.2803 | |
| MICERate=25%2026.07 | 1.2907 | |
| MissForestRate=30%2026.07 | 1.2964 | |
| ProposalRate=35%2026.07 | 1.3043 | |
| PCARate=25%2026.07 | 1.3089 | |
| MeanRate=20%2026.07 | 1.314 | |
| GAINRate=25%2026.07 | 1.322 | |
| KNNRate=30%2026.07 | 1.3296 | |
| ProposalRate=40%2026.07 | 1.344 | |
| MissForestRate=35%2026.07 | 1.3489 | |
| GAINRate=30%2026.07 | 1.3604 | |
| PCARate=30%2026.07 | 1.3628 | |
| MICERate=30%2026.07 | 1.3681 | |
| KNNRate=35%2026.07 | 1.372 | |
| ProposalRate=5%2026.07 | 1.3812 | |
| ProposalRate=45%2026.07 | 1.387 | |
| MeanRate=25%2026.07 | 1.3893 | |
| MissForestRate=40%2026.07 | 1.405 | |
| KNNRate=40%2026.07 | 1.4164 | |
| PCARate=35%2026.07 | 1.4195 | |
| GAINRate=35%2026.07 | 1.4271 | |
| MICERate=35%2026.07 | 1.4406 | |
| MissForestRate=45%2026.07 | 1.444 | |
| MeanRate=30%2026.07 | 1.4463 | |
| MissForestRate=5%2026.07 | 1.4711 | |
| KNNRate=45%2026.07 | 1.4725 | |
| PCARate=40%2026.07 | 1.479 | |
| MeanRate=35%2026.07 | 1.4977 | |
| MICERate=40%2026.07 | 1.5089 | |
| MeanRate=40%2026.07 | 1.5465 | |
| PCARate=45%2026.07 | 1.5486 | |
| GAINRate=40%2026.07 | 1.5566 | |
| KNNRate=5%2026.07 | 1.5589 | |
| MICERate=45%2026.07 | 1.5762 | |
| GAINRate=5%2026.07 | 1.577 | |
| GAINRate=45%2026.07 | 1.5921 | |
| MICERate=5%2026.07 | 1.6006 | |
| MeanRate=45%2026.07 | 1.603 | |
| PCARate=5%2026.07 | 1.6219 | |
| MeanRate=5%2026.07 | 1.6556 |