Missing data imputation on DOW 30% MCAR
0.015AvgErrIVGAE
Evaluation results
| Method | Links | |
|---|---|---|
| IVGAEMissing Rate=30%2025.11 | 0.015 | |
| IGRMMissing Rate=30%2025.11 | 0.018 | |
| GRAPEMissing Rate=30%2025.11 | 0.02 | |
| HIVAEMissing Rate=30%2025.11 | 0.035 | |
| KNNMissing Rate=30%2025.11 | 0.04 | |
| MWAEMissing Rate=30%2025.11 | 0.044 | |
| NMWAEMissing Rate=30%2025.11 | 0.045 | |
| MICEMissing Rate=30%2025.11 | 0.059 | |
| MisFMissing Rate=30%2025.11 | 0.094 | |
| GAINMissing Rate=30%2025.11 | 0.123 | |
| MeanMissing Rate=30%2025.11 | 0.153 |