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Next Activity Prediction on NASA
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89.02
Accuracy
DAW-Transformer
75.4792
78.9946
82.51
86.0254
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=0.2843
2025.02
89.02
89.25
89.02
92.27
Vanilla Transformer
Normalized Entropy=0.2843
2025.02
88.04
88.22
88.04
90.86
Random Forest
Normalized Entropy=0.2843
2025.02
87.37
87.47
87.37
88.97
Decision Trees
Normalized Entropy=0.2843
2025.02
86.46
86.66
86.46
89.13
CNN-BiLSTM
Normalized Entropy=0.2843
2025.02
83.3
82.77
83.3
84.91
CNN-LSTM
Normalized Entropy=0.2843
2025.02
81.55
80.08
81.55
81.22
XGBoost
Normalized Entropy=0.2843
2025.02
76
75.51
76
78.68
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