Next Activity Prediction on NASA
89.02AccuracyDAW-Transformer
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| DAW-TransformerNormalized Entropy=0.28432025.02 | 89.02 | 89.25 | 89.02 | 92.27 | |
| Vanilla TransformerNormalized Entropy=0.28432025.02 | 88.04 | 88.22 | 88.04 | 90.86 | |
| Random ForestNormalized Entropy=0.28432025.02 | 87.37 | 87.47 | 87.37 | 88.97 | |
| Decision TreesNormalized Entropy=0.28432025.02 | 86.46 | 86.66 | 86.46 | 89.13 | |
| CNN-BiLSTMNormalized Entropy=0.28432025.02 | 83.3 | 82.77 | 83.3 | 84.91 | |
| CNN-LSTMNormalized Entropy=0.28432025.02 | 81.55 | 80.08 | 81.55 | 81.22 | |
| XGBoostNormalized Entropy=0.28432025.02 | 76 | 75.51 | 76 | 78.68 |