Imputation on facialexpression
0.0054RMSEMICE
Evaluation results
| Method | Links | |
|---|---|---|
| MICEMechanism=MCAR, Rate=25%2026.07 | 0.0054 | |
| MICEMechanism=MAR, Rate=30%2026.07 | 0.0058 | |
| MICEMechanism=MCAR, Rate=10%2026.07 | 0.0059 | |
| MICEMechanism=MCAR, Rate=15%2026.07 | 0.006 | |
| MICEMechanism=MAR, Rate=10%2026.07 | 0.006 | |
| MICEMechanism=MCAR, Rate=20%2026.07 | 0.0061 | |
| MICEMechanism=MAR, Rate=15%2026.07 | 0.0061 | |
| MICEMechanism=MAR, Rate=20%2026.07 | 0.0061 | |
| MICEMechanism=MAR, Rate=25%2026.07 | 0.0062 | |
| MICEMechanism=MCAR, Rate=5%2026.07 | 0.0066 | |
| MICEMechanism=MAR, Rate=5%2026.07 | 0.0067 | |
| MICEMechanism=MAR, Rate=35%2026.07 | 0.0071 | |
| MICEMechanism=MCAR, Rate=30%2026.07 | 0.0078 | |
| MICEMechanism=MNAR, Rate=10%2026.07 | 0.008 | |
| MissForestMechanism=MCAR, Rate=5%2026.07 | 0.0094 | |
| MissForestMechanism=MCAR, Rate=10%2026.07 | 0.011 | |
| MissForestMechanism=MCAR, Rate=15%2026.07 | 0.0125 | |
| MissForestMechanism=MAR, Rate=5%2026.07 | 0.0125 | |
| MissForestMechanism=MAR, Rate=10%2026.07 | 0.0126 | |
| MissForestMechanism=MNAR, Rate=10%2026.07 | 0.0132 | |
| MissForestMechanism=MAR, Rate=15%2026.07 | 0.0139 | |
| MissForestMechanism=MAR, Rate=20%2026.07 | 0.0139 | |
| MICEMechanism=MNAR, Rate=15%2026.07 | 0.0139 | |
| MICEMechanism=MAR, Rate=40%2026.07 | 0.0151 | |
| MissForestMechanism=MCAR, Rate=20%2026.07 | 0.0155 | |
| MissForestMechanism=MAR, Rate=25%2026.07 | 0.0161 | |
| MICEMechanism=MCAR, Rate=35%2026.07 | 0.0173 | |
| MissForestMechanism=MCAR, Rate=25%2026.07 | 0.0194 | |
| MissForestMechanism=MAR, Rate=30%2026.07 | 0.0199 | |
| MissForestMechanism=MCAR, Rate=30%2026.07 | 0.0263 | |
| MissForestMechanism=MAR, Rate=35%2026.07 | 0.0265 | |
| MICEMechanism=MNAR, Rate=20%2026.07 | 0.0267 | |
| MissForestMechanism=MAR, Rate=40%2026.07 | 0.0375 | |
| MissForestMechanism=MCAR, Rate=35%2026.07 | 0.0383 | |
| MissForestMechanism=MNAR, Rate=15%2026.07 | 0.0395 | |
| MICEMechanism=MNAR, Rate=25%2026.07 | 0.0438 | |
| MICEMechanism=MCAR, Rate=40%2026.07 | 0.0447 | |
| MICEMechanism=MAR, Rate=45%2026.07 | 0.0511 | |
| MissForestMechanism=MNAR, Rate=20%2026.07 | 0.0593 | |
| MissForestMechanism=MAR, Rate=45%2026.07 | 0.0596 | |
| MissForestMechanism=MCAR, Rate=40%2026.07 | 0.062 | |
| GAINMechanism=MCAR, Rate=5%2026.07 | 0.0651 | |
| ProposalMechanism=MAR, Rate=30%2026.07 | 0.0667 | |
| ProposalMechanism=MAR, Rate=25%2026.07 | 0.067 | |
| ProposalMechanism=MAR, Rate=40%2026.07 | 0.067 | |
| ProposalMechanism=MCAR, Rate=10%2026.07 | 0.0671 | |
| ProposalMechanism=MCAR, Rate=20%2026.07 | 0.0671 | |
| ProposalMechanism=MAR, Rate=20%2026.07 | 0.0671 | |
| ProposalMechanism=MAR, Rate=35%2026.07 | 0.0671 | |
| ProposalMechanism=MCAR, Rate=15%2026.07 | 0.0673 | |
| ProposalMechanism=MCAR, Rate=5%2026.07 | 0.0674 | |
| ProposalMechanism=MAR, Rate=15%2026.07 | 0.0676 | |
| ProposalMechanism=MCAR, Rate=25%2026.07 | 0.0677 | |
| ProposalMechanism=MCAR, Rate=30%2026.07 | 0.0679 | |
| ProposalMechanism=MCAR, Rate=35%2026.07 | 0.0679 | |
| MICEMechanism=MNAR, Rate=30%2026.07 | 0.0681 | |
| ProposalMechanism=MCAR, Rate=40%2026.07 | 0.0685 | |
| ProposalMechanism=MAR, Rate=45%2026.07 | 0.0685 | |
| GAINMechanism=MAR, Rate=5%2026.07 | 0.0689 | |
| ProposalMechanism=MAR, Rate=10%2026.07 | 0.0691 | |
| ProposalMechanism=MAR, Rate=5%2026.07 | 0.0709 | |
| GAINMechanism=MAR, Rate=10%2026.07 | 0.0726 | |
| ProposalMechanism=MCAR, Rate=45%2026.07 | 0.0735 | |
| VAEMechanism=MCAR, Rate=5%2026.07 | 0.0736 | |
| ProposalMechanism=MNAR, Rate=5%2026.07 | 0.0736 | |
| GAINMechanism=MCAR, Rate=15%2026.07 | 0.0741 | |
| ProposalMechanism=MNAR, Rate=30%2026.07 | 0.0741 | |
| ProposalMechanism=MNAR, Rate=35%2026.07 | 0.0744 | |
| VAEMechanism=MNAR, Rate=10%2026.07 | 0.0751 | |
| ProposalMechanism=MNAR, Rate=25%2026.07 | 0.0761 | |
| ProposalMechanism=MNAR, Rate=15%2026.07 | 0.0762 | |
| GAINMechanism=MCAR, Rate=20%2026.07 | 0.0769 | |
| ProposalMechanism=MNAR, Rate=20%2026.07 | 0.0773 | |
| ProposalMechanism=MNAR, Rate=40%2026.07 | 0.0777 | |
| ProposalMechanism=MNAR, Rate=10%2026.07 | 0.0779 | |
| GAINMechanism=MNAR, Rate=10%2026.07 | 0.0798 | |
| GAINMechanism=MCAR, Rate=10%2026.07 | 0.0821 | |
| VAEMechanism=MAR, Rate=5%2026.07 | 0.0823 | |
| MissForestMechanism=MNAR, Rate=25%2026.07 | 0.0834 | |
| GAINMechanism=MCAR, Rate=25%2026.07 | 0.0856 | |
| VAEMechanism=MCAR, Rate=10%2026.07 | 0.0881 | |
| VAEMechanism=MNAR, Rate=15%2026.07 | 0.0919 | |
| ProposalMechanism=MNAR, Rate=45%2026.07 | 0.0945 | |
| GAINMechanism=MAR, Rate=15%2026.07 | 0.0954 | |
| KNNMechanism=MCAR, Rate=10%2026.07 | 0.0999 | |
| KNNMechanism=MCAR, Rate=20%2026.07 | 0.1001 | |
| KNNMechanism=MCAR, Rate=15%2026.07 | 0.1002 | |
| KNNMechanism=MCAR, Rate=25%2026.07 | 0.1004 | |
| KNNMechanism=MAR, Rate=40%2026.07 | 0.1004 | |
| KNNMechanism=MCAR, Rate=5%2026.07 | 0.1005 | |
| KNNMechanism=MAR, Rate=35%2026.07 | 0.1005 | |
| KNNMechanism=MCAR, Rate=30%2026.07 | 0.1007 | |
| GAINMechanism=MAR, Rate=20%2026.07 | 0.1008 | |
| KNNMechanism=MAR, Rate=45%2026.07 | 0.1009 | |
| KNNMechanism=MCAR, Rate=35%2026.07 | 0.1011 | |
| KNNMechanism=MAR, Rate=30%2026.07 | 0.1011 | |
| KNNMechanism=MCAR, Rate=40%2026.07 | 0.1022 | |
| KNNMechanism=MAR, Rate=25%2026.07 | 0.1025 | |
| MissForestMechanism=MNAR, Rate=30%2026.07 | 0.1031 | |
| KNNMechanism=MAR, Rate=15%2026.07 | 0.1046 |