Survival Analysis on Heart failure dataset (train)
0.7504C-indexKAN-AFT
Evaluation results
| Method | Links | |
|---|---|---|
| KAN-AFTapproach=BuckleyJames2025.12 | 0.7504 | |
| KAN-AFTapproach=IPCW2025.12 | 0.721 | |
| AFTdistribution=Log-logistic2025.12 | 0.7155 | |
| AFTdistribution=Weibull2025.12 | 0.7149 | |
| AFTdistribution=Log-normal2025.12 | 0.7145 | |
| DeepAFTapproach=BuckleyJames2025.12 | 0.68 | |
| KAN-AFTapproach=Transform2025.12 | 0.6484 | |
| DeepAFTapproach=Transform2025.12 | 0.5403 | |
| DeepAFTapproach=IPCW2025.12 | 0.5339 |