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Prediction performance (AUC) for medical tasks. The target attributes for ILP and TC datasets are Liver disease and Death respectively. Statistically significant improvements of BNPTL(UC) and BNPTL(KC) over alternatives are marked with symbols * and ∆ respectively.
| Dataset | Missing Data | STL | ALL | CPTAgg | BNPTL(UC) | BNPTL(KC) |
|---|---|---|---|---|---|---|
| ILP | YES | 0.674*∆ | 0.709∆ | 0.674*∆ | 0.712 | 0.727 |
| TC | YES | 0.771*∆ | 0.933*∆ | 0.796*∆ | 0.967 | 0.967 |
