Survival Analysis on Heart failure dataset (test)
0.7593C-indexAFT
Evaluation results
| Method | Links | |
|---|---|---|
| AFTdistribution=Weibull2025.12 | 0.7593 | |
| AFTdistribution=Log-normal2025.12 | 0.7593 | |
| AFTdistribution=Log-logistic2025.12 | 0.7581 | |
| DeepAFTapproach=BuckleyJames2025.12 | 0.7182 | |
| KAN-AFTapproach=IPCW2025.12 | 0.7157 | |
| KAN-AFTapproach=Transform2025.12 | 0.6895 | |
| KAN-AFTapproach=BuckleyJames2025.12 | 0.6796 | |
| DeepAFTapproach=Transform2025.12 | 0.5461 | |
| DeepAFTapproach=IPCW2025.12 | 0.5262 |