Missing Value Imputation on Bayesian Network MAR (test)
75.32Accuracy (Out-of-sample)Diff-Joint
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Diff-JointRatio (%)=102026.06 | 75.32 | 5.15 | |
| Diff-JointRatio (%)=402026.06 | 67.99 | 5.42 | |
| Diff-JointRatio (%)=202026.06 | 66.16 | 5.24 | |
| Diff-JointRatio (%)=302026.06 | 57.06 | 5.33 | |
| DiffPuterRatio (%)=402026.06 | 45.27 | 5.27 | |
| CMAERatio (%)=402026.06 | 45.15 | 5.06 | |
| DiffPuterRatio (%)=302026.06 | 43.48 | 5.24 | |
| missForestRatio (%)=402026.06 | 42.08 | 5.13 | |
| Mean/ModeRatio (%)=402026.06 | 42.08 | 5.06 | |
| missForestRatio (%)=302026.06 | 41.19 | 6.4 | |
| Mean/ModeRatio (%)=302026.06 | 41.19 | 5.05 | |
| CMAERatio (%)=302026.06 | 40.83 | 5.06 | |
| DiffPuterRatio (%)=202026.06 | 34.79 | 5.32 | |
| CMAERatio (%)=202026.06 | 34.25 | 5.03 | |
| missForestRatio (%)=202026.06 | 30.98 | 5.16 | |
| Mean/ModeRatio (%)=202026.06 | 30.98 | 5.07 | |
| CMAERatio (%)=102026.06 | 24.67 | 4.98 | |
| DiffPuterRatio (%)=102026.06 | 23.54 | 5.26 | |
| missForestRatio (%)=102026.06 | 19.12 | 5.17 | |
| Mean/ModeRatio (%)=102026.06 | 19.12 | 5.04 |