Missing Value Imputation on Bayesian Network MCAR (test)
78.34AccuracyDiff-Joint
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Diff-JointRatio (%)=102026.06 | 78.34 | 5.09 | |
| Diff-JointRatio (%)=202026.06 | 69.35 | 5.08 | |
| Diff-JointRatio (%)=402026.06 | 65.92 | 4.99 | |
| Diff-JointRatio (%)=302026.06 | 63.65 | 5.06 | |
| DiffPuterRatio (%)=402026.06 | 56.18 | 5.2 | |
| CMAERatio (%)=402026.06 | 54.09 | 5.44 | |
| missForestRatio (%)=402026.06 | 53.83 | 5.21 | |
| Mean/ModeRatio (%)=402026.06 | 53.83 | 5 | |
| CMAERatio (%)=302026.06 | 52.26 | 4.88 | |
| DiffPuterRatio (%)=302026.06 | 51.89 | 5.28 | |
| missForestRatio (%)=302026.06 | 49.23 | 5.04 | |
| Mean/ModeRatio (%)=302026.06 | 49.23 | 5.02 | |
| CMAERatio (%)=202026.06 | 47.18 | 4.74 | |
| DiffPuterRatio (%)=202026.06 | 44.61 | 5.2 | |
| missForestRatio (%)=202026.06 | 42.4 | 5.01 | |
| Mean/ModeRatio (%)=202026.06 | 42.4 | 4.96 | |
| CMAERatio (%)=102026.06 | 35.21 | 4.52 | |
| DiffPuterRatio (%)=102026.06 | 31.74 | 5.07 | |
| missForestRatio (%)=102026.06 | 30.4 | 4.76 | |
| Mean/ModeRatio (%)=102026.06 | 30.4 | 4.85 |