Classification on D4 blood transfusion MCAR 15% (20% test)
78.44AccuracyB3
Evaluation results
| Method | Links | ||
|---|---|---|---|
| B3Cleaning Strategy=simple random2026.04 | 78.44 | 5.14 | |
| B0Cleaning Strategy=no clean2026.04 | 78 | 3.84 | |
| B5Cleaning Strategy=oracle-TFM2026.04 | 78 | 3.92 | |
| B-RL-RFCleaning Strategy=PPO policy (RF reward)2026.04 | 77.4 | 6.64 | |
| B-RL-TFMCleaning Strategy=PPO policy (TFM reward)2026.04 | 77.4 | 6.64 | |
| B1Cleaning Strategy=std. preproc.2026.04 | 77.33 | 5.33 | |
| B4Cleaning Strategy=oracle-RF2026.04 | 77.33 | 4.34 | |
| B2Cleaning Strategy=std. full-clean2026.04 | 76.67 | 5.49 |