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Next Activity Prediction on Sepsis 2016
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65.68
Accuracy
Soft voting (3,4,5,6)
50.9328
54.7614
58.59
62.4186
Apr 23, 2026
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
Soft voting (3,4,5,6)
Δt_pred (μs)=97⋆, Δt_t...
2026.04
65.68
LSTM
Δt_pred (μs)=123, Δt_t...
2026.04
64.91
Transformer
Δt_pred (μs)=196, Δt_t...
2026.04
62.86
Adaptive voting (3,4,5,6)
Δt_pred (μs)=129⋆, Δt_...
2026.04
62.55
5-gram
Δt_pred (μs)=57, Δt_tr...
2026.04
62.46
Promotion (3,5,7,9,13,17,25,33)
Δt_pred (μs)=62, Δt_tr...
2026.04
61.6
Transformer[win:4]
Δt_pred (μs)=2696, Δt_...
2026.04
57.24
LSTM[win:4]
Δt_pred (μs)=1106, Δt_...
2026.04
51.5
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