IBS Estimation on SEER stom.
0.095Mean Absolute Error (MAE)IPCW (CoxPH)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| IPCW (CoxPH)Feature Selection Strategy=Original2025.02 | 0.095 | — | |
| Dep (CG)UWFeature Selection Strategy=Original2025.02 | 0.097 | — | |
| Dep (CG)UWFeature Selection Strategy=Top-102025.02 | 0.097 | — | |
| IPCW (CoxPH)Feature Selection Strategy=Top-102025.02 | 0.099 | — | |
| Dep (CG)UWFeature Selection Strategy=Top-52025.02 | 0.101 | — | |
| Dep (CG)UWFeature Selection Strategy=Rand. 25%2025.02 | 0.106 | — | |
| Dep (CG)Feature Selection Strategy=Top-102025.02 | 0.111 | — | |
| Dep (CG)Feature Selection Strategy=Original2025.02 | 0.112 | — | |
| Dep (CG)Feature Selection Strategy=Top-52025.02 | 0.116 | — | |
| IPCW (KM)Feature Selection Strategy=Original2025.02 | 0.119 | — | |
| IPCW (KM)Feature Selection Strategy=Top-102025.02 | 0.119 | — | |
| Dep (CG)Feature Selection Strategy=Rand. 25%2025.02 | 0.12 | — | |
| IPCW (KM)Feature Selection Strategy=Top-52025.02 | 0.124 | — | |
| Dep (KM)Feature Selection Strategy=Top-102025.02 | 0.124 | — | |
| Dep (KM)Feature Selection Strategy=Original2025.02 | 0.125 | — | |
| Dep (KM)Feature Selection Strategy=Top-52025.02 | 0.126 | — | |
| IPCW (CoxPH)Feature Selection Strategy=Top-52025.02 | 0.128 | — | |
| IPCW (KM)Feature Selection Strategy=Rand. 25%2025.02 | 0.132 | — | |
| IPCW (CoxPH)Feature Selection Strategy=Rand. 25%2025.02 | 0.133 | — | |
| Dep (KM)Feature Selection Strategy=Rand. 25%2025.02 | 0.135 | — |