Missing Data Estimation on Synthetic data 60% MNAR (Runtime)
0.012Training TimeMean
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MeanMissingness Mechanism=MNAR, Missingness Ratio=60%, Repetitions=52026.03 | 0.012 | 0 | |
| MICEMissingness Mechanism=MNAR, Missingness Ratio=60%, Repetitions=52026.03 | 0.118 | 0.079 | |
| MissForestMissingness Mechanism=MNAR, Missingness Ratio=60%, Repetitions=52026.03 | 30.708 | 14.315 | |
| NotMIWAEMissingness Mechanism=MNAR, Missingness Ratio=60%, Repetitions=52026.03 | 44.607 | 1.232 | |
| AV-LRMissingness Mechanism=MNAR, Missingness Ratio=60%, Repetitions=52026.03 | 62.915 | 0.156 | |
| DLGLMMissingness Mechanism=MNAR, Missingness Ratio=60%, Repetitions=52026.03 | 80.556 | 6.078 | |
| SAEMMissingness Mechanism=MNAR, Missingness Ratio=60%, Repetitions=52026.03 | 4,211.332 | 36.433 |