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Survival analysis on PBC (train)
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0.8407
C-index
KAN-AFT
0.652252
0.701176
0.7501
0.799024
Dec 23, 2025
C-index
Updated 4d ago
Evaluation Results
Method
Method
Links
C-index
KAN-AFT
Loss/Approach=BuckleyJ...
2025.12
0.8407
AFT
distribution=Weibull
2025.12
0.8058
AFT
distribution=Log-normal
2025.12
0.8046
AFT
distribution=Log-logistic
2025.12
0.8045
KAN-AFT
Loss/Approach=Transform
2025.12
0.802
KAN-AFT
Loss/Approach=IPCW
2025.12
0.7773
DeepAFT
Loss/Approach=BuckleyJ...
2025.12
0.7504
DeepAFT
Loss/Approach=Transform
2025.12
0.7053
DeepAFT
Loss/Approach=IPCW
2025.12
0.6595
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