Text Classification on MIMIC-III
86.32AccuracyGCP
Evaluation results
| Method | Links | |
|---|---|---|
| GCPannotation budget=20%2026.02 | 86.32 | |
| CALannotation budget=20%2026.02 | 84.71 | |
| BADGEannotation budget=20%2026.02 | 83.78 | |
| ALPSannotation budget=20%2026.02 | 83.41 | |
| CoreSet (k-center)annotation budget=20%2026.02 | 82.82 | |
| Entropy Samplingannotation budget=20%2026.02 | 81.51 | |
| Disagreement (Vote Entropy)annotation budget=20%2026.02 | 81.03 | |
| Least Confidenceannotation budget=20%2026.02 | 80.32 | |
| Randomannotation budget=20%2026.02 | 75.21 |