Next Activity Prediction on Sepsis
64.88AccuracyDAW-Transformer
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DAW-TransformerNormalized Entropy=0.50212025.02 | 64.88 | 64.4 | 64.88 | 65.31 | |
| Vanilla TransformerNormalized Entropy=0.50212025.02 | 62.58 | 61.84 | 62.58 | 63.19 | |
| SiamSA-PPM2025.07 | 60.26 | — | — | — | |
| Di Mauro2025.07 | 59.44 | — | — | — | |
| Bukhsh2025.07 | 59.16 | — | — | — | |
| CNN-LSTMNormalized Entropy=0.50212025.02 | 58.18 | 55.16 | 58.18 | 56.73 | |
| CNN-BiLSTMNormalized Entropy=0.50212025.02 | 57.48 | 54.96 | 57.48 | 55.26 | |
| XGBoostNormalized Entropy=0.50212025.02 | 57.16 | 55.94 | 57.16 | 59.75 | |
| Pasquad.2025.07 | 56.07 | — | — | — | |
| Tax2025.07 | 52.69 | — | — | — | |
| Decision TreesNormalized Entropy=0.50212025.02 | 50.3 | 50.47 | 50.3 | 50.74 | |
| Random ForestNormalized Entropy=0.50212025.02 | 47.93 | 47.25 | 47.93 | 47.54 |