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Next activity prediction on Hospital Logs Filtered
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74.63
Accuracy
DAW-Transformer
59.8308
63.6729
67.515
71.3571
Feb 14, 2025
Accuracy
F1 Score
Recall
Precision
Updated 11d ago
Evaluation Results
Method
Method
Links
Accuracy
F1 Score
Recall
Precision
DAW-Transformer
Normalized Entropy=0.3132
2025.02
74.63
73.99
74.63
74.61
CNN-BiLSTM
Normalized Entropy=0.3132
2025.02
73.66
71.71
73.66
72.21
CNN-LSTM
Normalized Entropy=0.3132
2025.02
72.26
68.36
72.26
67.41
Vanilla Transformer
Normalized Entropy=0.3132
2025.02
71.08
70.02
71.08
71.17
Decision Trees
Normalized Entropy=0.3132
2025.02
67.32
66.56
67.32
65.95
Random Forest
Normalized Entropy=0.3132
2025.02
65.8
65.08
65.8
64.69
XGBoost
Normalized Entropy=0.3132
2025.02
60.4
55.67
60.4
59.25
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