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Next-event prediction on SOEP (test)
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61.6
Event Accuracy
LifeSentence
49.952
52.976
56
59.024
May 14, 2026
Event Accuracy
Joint Accuracy
Conditional Mean Absolute Error (Years)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Event Accuracy
Joint Accuracy
Conditional Mean Absolute Error (Years)
LifeSentence
2026.05
61.6
35.3
1.15
XGBoost
type=traditional baseline
2026.05
58.2
15
1.78
GRU
type=deep learning bas...
2026.05
56.5
13.8
2.23
LSTM
type=deep learning bas...
2026.05
56.4
11.6
2.3
Logistic
type=traditional baseline
2026.05
52.9
8.6
2.22
Transformer
type=deep learning bas...
2026.05
50.4
8.8
2.81
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