Missing data imputation on Stud. 30% MCAR
0.222Average ErrorIVGAE
Evaluation results
| Method | Links | |
|---|---|---|
| IVGAEMissing Rate=30%2025.11 | 0.222 | |
| IGRMMissing Rate=30%2025.11 | 0.225 | |
| GRAPEMissing Rate=30%2025.11 | 0.23 | |
| HIVAEMissing Rate=30%2025.11 | 0.237 | |
| NMWAEMissing Rate=30%2025.11 | 0.241 | |
| MWAEMissing Rate=30%2025.11 | 0.247 | |
| KNNMissing Rate=30%2025.11 | 0.251 | |
| MICEMissing Rate=30%2025.11 | 0.259 | |
| GAINMissing Rate=30%2025.11 | 0.289 | |
| MisFMissing Rate=30%2025.11 | 0.306 | |
| MeanMissing Rate=30%2025.11 | 0.312 |