IBS Estimation on GBSG (Mean absolute estimation error)
0.124Mean Absolute Estimation ErrorIPCW (KM)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| IPCW (KM)Feature Selection Strategy=Top-52025.02 | 0.124 | — | |
| IPCW (KM)Feature Selection Strategy=Original2025.02 | 0.125 | — | |
| IPCW (KM)Feature Selection Strategy=Top-102025.02 | 0.125 | — | |
| Dep (CG)Feature Selection Strategy=Original2025.02 | 0.126 | — | |
| IPCW (CoxPH)Feature Selection Strategy=Top-52025.02 | 0.126 | — | |
| Dep (CG)Feature Selection Strategy=Top-52025.02 | 0.126 | — | |
| Dep (CG)Feature Selection Strategy=Top-102025.02 | 0.126 | — | |
| IPCW (CoxPH)Feature Selection Strategy=Original2025.02 | 0.129 | — | |
| Dep (KM)Feature Selection Strategy=Original2025.02 | 0.13 | — | |
| Dep (KM)Feature Selection Strategy=Top-52025.02 | 0.13 | — | |
| IPCW (CoxPH)Feature Selection Strategy=Top-102025.02 | 0.13 | — | |
| Dep (KM)Feature Selection Strategy=Top-102025.02 | 0.131 | — | |
| Dep (CG)UWFeature Selection Strategy=Original2025.02 | 0.134 | — | |
| Dep (CG)UWFeature Selection Strategy=Top-52025.02 | 0.134 | — | |
| Dep (CG)UWFeature Selection Strategy=Top-102025.02 | 0.134 | — | |
| Dep (CG)Feature Selection Strategy=Rand. 25%2025.02 | 0.147 | — | |
| IPCW (KM)Feature Selection Strategy=Rand. 25%2025.02 | 0.153 | — | |
| Dep (KM)Feature Selection Strategy=Rand. 25%2025.02 | 0.153 | — | |
| IPCW (CoxPH)Feature Selection Strategy=Rand. 25%2025.02 | 0.157 | — | |
| Dep (CG)UWFeature Selection Strategy=Rand. 25%2025.02 | 0.161 | — |