Data Imputation on powerplant MAR (test)
0.2831Wasserstein DistanceMissForest
Evaluation Results
| Method | Links | |
|---|---|---|
| MissForestRate=5%2026.07 | 0.2831 | |
| ProposalRate=5%2026.07 | 0.3143 | |
| KNNRate=5%2026.07 | 0.3478 | |
| MICERate=5%2026.07 | 0.3577 | |
| MissForestRate=10%2026.07 | 0.3915 | |
| ProposalRate=10%2026.07 | 0.4038 | |
| PCARate=5%2026.07 | 0.4257 | |
| VAERate=5%2026.07 | 0.4705 | |
| ProposalRate=15%2026.07 | 0.4733 | |
| MissForestRate=15%2026.07 | 0.4749 | |
| MissForestRate=20%2026.07 | 0.4749 | |
| ProposalRate=20%2026.07 | 0.4765 | |
| KNNRate=10%2026.07 | 0.4776 | |
| MICERate=10%2026.07 | 0.4899 | |
| MeanRate=5%2026.07 | 0.5038 | |
| GAINRate=5%2026.07 | 0.5226 | |
| ProposalRate=25%2026.07 | 0.5259 | |
| MissForestRate=25%2026.07 | 0.5303 | |
| GAINRate=10%2026.07 | 0.5523 | |
| ProposalRate=30%2026.07 | 0.5627 | |
| PCARate=10%2026.07 | 0.5633 | |
| KNNRate=15%2026.07 | 0.5747 | |
| KNNRate=20%2026.07 | 0.5747 | |
| ProposalRate=35%2026.07 | 0.5813 | |
| ProposalRate=45%2026.07 | 0.5862 | |
| MICERate=15%2026.07 | 0.5918 | |
| MICERate=20%2026.07 | 0.5918 | |
| ProposalRate=40%2026.07 | 0.6026 | |
| MissForestRate=30%2026.07 | 0.6165 | |
| KNNRate=25%2026.07 | 0.6571 | |
| GAINRate=20%2026.07 | 0.6618 | |
| MICERate=25%2026.07 | 0.6782 | |
| MeanRate=10%2026.07 | 0.6787 | |
| GAINRate=15%2026.07 | 0.7033 | |
| KNNRate=30%2026.07 | 0.7499 | |
| VAERate=25%2026.07 | 0.7535 | |
| MissForestRate=35%2026.07 | 0.7726 | |
| MICERate=30%2026.07 | 0.7767 | |
| PCARate=15%2026.07 | 0.8022 | |
| PCARate=20%2026.07 | 0.8022 | |
| MeanRate=15%2026.07 | 0.8026 | |
| MeanRate=20%2026.07 | 0.8026 | |
| GAINRate=30%2026.07 | 0.826 | |
| VAERate=30%2026.07 | 0.8262 | |
| KNNRate=35%2026.07 | 0.8405 | |
| MissForestRate=40%2026.07 | 0.8654 | |
| MICERate=35%2026.07 | 0.8742 | |
| GAINRate=35%2026.07 | 0.8872 | |
| MeanRate=25%2026.07 | 0.8987 | |
| PCARate=25%2026.07 | 0.8987 | |
| KNNRate=40%2026.07 | 0.9477 | |
| MICERate=40%2026.07 | 0.9807 | |
| GAINRate=25%2026.07 | 0.9871 | |
| MeanRate=30%2026.07 | 0.9882 | |
| PCARate=30%2026.07 | 0.9882 | |
| GAINRate=40%2026.07 | 1.0096 | |
| PCARate=35%2026.07 | 1.0646 | |
| MeanRate=35%2026.07 | 1.0647 | |
| KNNRate=45%2026.07 | 1.0737 | |
| MICERate=45%2026.07 | 1.1005 | |
| MeanRate=40%2026.07 | 1.1408 | |
| PCARate=40%2026.07 | 1.1408 | |
| MissForestRate=45%2026.07 | 1.1684 | |
| MeanRate=45%2026.07 | 1.2169 | |
| PCARate=45%2026.07 | 1.2169 | |
| GAINRate=45%2026.07 | 1.3991 |