Next activity prediction on BPIC Prepaid Travel Cost 2020
94.35AccuracyDAW-Transformer
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| DAW-TransformerNormalized Entropy=0.19222025.02 | 94.35 | 93.11 | 94.35 | 93.44 | |
| Decision TreesNormalized Entropy=0.19222025.02 | 93.93 | 92.86 | 93.93 | 93.19 | |
| Random ForestNormalized Entropy=0.19222025.02 | 93.76 | 92.69 | 93.76 | 92.98 | |
| CNN-BiLSTMNormalized Entropy=0.19222025.02 | 92.83 | 91.36 | 92.83 | 90.54 | |
| XGBoostNormalized Entropy=0.19222025.02 | 92.65 | 91.35 | 92.65 | 91.74 | |
| CNN-LSTMNormalized Entropy=0.19222025.02 | 92.39 | 90.93 | 92.39 | 90.1 | |
| Vanilla TransformerNormalized Entropy=0.19222025.02 | 82.23 | 79.71 | 82.23 | 82.21 |