Next activity prediction on Hospital Logs Filtered
74.63AccuracyDAW-Transformer
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| DAW-TransformerNormalized Entropy=0.31322025.02 | 74.63 | 73.99 | 74.63 | 74.61 | |
| CNN-BiLSTMNormalized Entropy=0.31322025.02 | 73.66 | 71.71 | 73.66 | 72.21 | |
| CNN-LSTMNormalized Entropy=0.31322025.02 | 72.26 | 68.36 | 72.26 | 67.41 | |
| Vanilla TransformerNormalized Entropy=0.31322025.02 | 71.08 | 70.02 | 71.08 | 71.17 | |
| Decision TreesNormalized Entropy=0.31322025.02 | 67.32 | 66.56 | 67.32 | 65.95 | |
| Random ForestNormalized Entropy=0.31322025.02 | 65.8 | 65.08 | 65.8 | 64.69 | |
| XGBoostNormalized Entropy=0.31322025.02 | 60.4 | 55.67 | 60.4 | 59.25 |