IBS Estimation on MIMIC IV
0.016Mean Absolute Estimation ErrorIPCW (KM)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| IPCW (KM)Feature Selection Strategy=Rand. 25%2025.02 | 0.016 | — | |
| IPCW (CoxPH)Feature Selection Strategy=Rand. 25%2025.02 | 0.017 | — | |
| Dep (CG)UWFeature Selection Strategy=Rand. 25%2025.02 | 0.021 | — | |
| Dep (KM)Feature Selection Strategy=Original2025.02 | 0.023 | — | |
| Dep (KM)Feature Selection Strategy=Top-102025.02 | 0.023 | — | |
| Dep (CG)Feature Selection Strategy=Original2025.02 | 0.024 | — | |
| Dep (CG)UWFeature Selection Strategy=Original2025.02 | 0.024 | — | |
| Dep (CG)Feature Selection Strategy=Top-102025.02 | 0.024 | — | |
| Dep (CG)UWFeature Selection Strategy=Top-52025.02 | 0.025 | — | |
| Dep (CG)UWFeature Selection Strategy=Top-102025.02 | 0.025 | — | |
| IPCW (KM)Feature Selection Strategy=Original2025.02 | 0.026 | — | |
| Dep (KM)Feature Selection Strategy=Top-52025.02 | 0.026 | — | |
| IPCW (KM)Feature Selection Strategy=Top-102025.02 | 0.026 | — | |
| IPCW (KM)Feature Selection Strategy=Top-52025.02 | 0.027 | — | |
| IPCW (CoxPH)Feature Selection Strategy=Top-52025.02 | 0.027 | — | |
| Dep (CG)Feature Selection Strategy=Top-52025.02 | 0.027 | — | |
| IPCW (CoxPH)Feature Selection Strategy=Top-102025.02 | 0.031 | — | |
| Dep (KM)Feature Selection Strategy=Rand. 25%2025.02 | 0.031 | — | |
| Dep (CG)Feature Selection Strategy=Rand. 25%2025.02 | 0.032 | — | |
| IPCW (CoxPH)Feature Selection Strategy=Original2025.02 | 0.039 | — |