Continual Learning on MIMIC
66.4Stage 1 AccuracyLogistic Regression
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Logistic Regression2026.06 | 66.4 | 66.1 | 56.3 | 54.8 | -0.113 | |
| XGBoost2026.06 | 66.4 | 66.5 | 63.1 | 62.6 | -0.039 | |
| LightGBM2026.06 | 66.1 | 66.2 | 64.2 | 64.8 | -0.014 | |
| MLP2026.06 | 58.4 | 62 | 54.4 | 29 | -0.33 | |
| Decision Tree2026.06 | 58 | 57.9 | 52.1 | 50 | -0.079 | |
| Heuristic Learning2026.06 | 57.9 | 66.8 | 59.9 | 68.3 | 0.015 |