Missing data imputation on Heart 30% MCAR
0.15Average ErrorIVGAE
Evaluation Results
| Method | Links | |
|---|---|---|
| IVGAEMissing Rate=30%2025.11 | 0.15 | |
| IGRMMissing Rate=30%2025.11 | 0.151 | |
| GRAPEMissing Rate=30%2025.11 | 0.155 | |
| NMWAEMissing Rate=30%2025.11 | 0.174 | |
| KNNMissing Rate=30%2025.11 | 0.181 | |
| MWAEMissing Rate=30%2025.11 | 0.182 | |
| HIVAEMissing Rate=30%2025.11 | 0.182 | |
| MICEMissing Rate=30%2025.11 | 0.204 | |
| GAINMissing Rate=30%2025.11 | 0.22 | |
| MeanMissing Rate=30%2025.11 | 0.233 | |
| MisFMissing Rate=30%2025.11 | 0.243 |