Heart Failure Prediction on Clinical Narratives Heart Failure Prediction (test)
69.9F1 ScoreGatorTron-3.9B
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| GatorTron-3.9BFeature encoding=Subword2024.03 | 69.9 | 68.4 | 71.5 | 89.6 | 95.6 | 92.7 | |
| GatorTron-345MFeature encoding=Subword2024.03 | 69.2 | 71.6 | 66.9 | 93 | 96.5 | 92.9 | |
| BERTFeature encoding=Subword2024.03 | 64.3 | 63.1 | 65.6 | 89 | 94.9 | 91.4 | |
| T-LSTMFeature encoding=Sequence2024.03 | 62.2 | 65 | 59.6 | 90.7 | 95.7 | 91.4 | |
| SVMsFeature encoding=One-hot2024.03 | 30.2 | 37.6 | 25.2 | 75.6 | 94.4 | 86.3 | |
| XGBFeature encoding=One-hot2024.03 | 29 | 59.2 | 19.2 | 82.5 | 98.2 | 88.9 |