Classification on D1 hepatitis MCAR 15% (20% test)
87.1AccuracyB2
Evaluation results
| Method | Links | ||
|---|---|---|---|
| B2Cleaning Strategy=std. full-clean2026.04 | 87.1 | 0.1361 | |
| B4Cleaning Strategy=oracle-RF2026.04 | 87.1 | 0.0807 | |
| B5Cleaning Strategy=oracle-TFM2026.04 | 87.1 | 0.0807 | |
| B-RL-TFMCleaning Strategy=PPO policy (TFM reward)2026.04 | 87.1 | 0.0807 | |
| B3Cleaning Strategy=simple random2026.04 | 84.95 | 0.1231 | |
| B0Cleaning Strategy=no clean2026.04 | 83.87 | 0.0707 | |
| B1Cleaning Strategy=std. preproc.2026.04 | 83.87 | 0.1142 | |
| B-RL-RFCleaning Strategy=PPO policy (RF reward)2026.04 | 83.87 | 0.111 |