Missing Value Imputation on Bayesian Network MNAR (test)
72.51Accuracy (Test)Diff-Joint
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Diff-JointRatio (%)=102026.06 | 72.51 | 5.16 | |
| Diff-JointRatio (%)=302026.06 | 67.91 | 5.32 | |
| Diff-JointRatio (%)=202026.06 | 65.85 | 4.88 | |
| Diff-JointRatio (%)=402026.06 | 60.38 | 5.21 | |
| CMAERatio (%)=402026.06 | 50.3 | 5.05 | |
| DiffPuterRatio (%)=402026.06 | 49.47 | 5.22 | |
| missForestRatio (%)=402026.06 | 48.26 | 5.12 | |
| Mean/ModeRatio (%)=402026.06 | 48.26 | 5.02 | |
| CMAERatio (%)=302026.06 | 45.29 | 5.08 | |
| DiffPuterRatio (%)=302026.06 | 45.04 | 5.27 | |
| missForestRatio (%)=302026.06 | 42.4 | 5.2 | |
| Mean/ModeRatio (%)=302026.06 | 42.4 | 5.05 | |
| CMAERatio (%)=202026.06 | 42.14 | 5.07 | |
| DiffPuterRatio (%)=202026.06 | 37.48 | 5.36 | |
| missForestRatio (%)=202026.06 | 34.44 | 5.14 | |
| Mean/ModeRatio (%)=202026.06 | 34.44 | 5.07 | |
| CMAERatio (%)=102026.06 | 30.43 | 5.05 | |
| DiffPuterRatio (%)=102026.06 | 26.9 | 5.29 | |
| missForestRatio (%)=102026.06 | 23.26 | 5.16 | |
| Mean/ModeRatio (%)=102026.06 | 23.26 | 5.08 |