Missing Data Imputation on Adult 30% MCAR (test)
0.15Average ErrorIVGAE
Evaluation results
| Method | Links | |
|---|---|---|
| IVGAEMissing Rate=30%2025.11 | 0.15 | |
| IGRMMissing Rate=30%2025.11 | 0.155 | |
| GRAPEMissing Rate=30%2025.11 | 0.162 | |
| HIVAEMissing Rate=30%2025.11 | 0.168 | |
| NMWAEMissing Rate=30%2025.11 | 0.176 | |
| MWAEMissing Rate=30%2025.11 | 0.178 | |
| KNNMissing Rate=30%2025.11 | 0.189 | |
| MICEMissing Rate=30%2025.11 | 0.192 | |
| GAINMissing Rate=30%2025.11 | 0.21 | |
| MeanMissing Rate=30%2025.11 | 0.245 | |
| MisFMissing Rate=30%2025.11 | 0.275 |