Survival analysis on PBC (train)
0.8407C-indexKAN-AFT
Evaluation results
| Method | Links | |
|---|---|---|
| KAN-AFTLoss/Approach=BuckleyJames2025.12 | 0.8407 | |
| AFTdistribution=Weibull2025.12 | 0.8058 | |
| AFTdistribution=Log-normal2025.12 | 0.8046 | |
| AFTdistribution=Log-logistic2025.12 | 0.8045 | |
| KAN-AFTLoss/Approach=Transform2025.12 | 0.802 | |
| KAN-AFTLoss/Approach=IPCW2025.12 | 0.7773 | |
| DeepAFTLoss/Approach=BuckleyJames2025.12 | 0.7504 | |
| DeepAFTLoss/Approach=Transform2025.12 | 0.7053 | |
| DeepAFTLoss/Approach=IPCW2025.12 | 0.6595 |