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IBS Estimation on SUPPORT

0.093Mean Absolute ErrorDep (CG)UW
0.090920.104960.1190.13304Feb 26, 2025

Evaluation results

MethodLinks
Dep (CG)UWFeature Selection Strategy=Original2025.020.093—
Dep (CG)UWFeature Selection Strategy=Top-102025.020.093—
Dep (CG)UWFeature Selection Strategy=Top-52025.020.094—
IPCW (KM)Feature Selection Strategy=Original2025.020.108—
IPCW (CoxPH)Feature Selection Strategy=Original2025.020.109—
Dep (CG)Feature Selection Strategy=Original2025.020.109—
IPCW (KM)Feature Selection Strategy=Top-52025.020.109—
IPCW (CoxPH)Feature Selection Strategy=Top-52025.020.109—
Dep (CG)Feature Selection Strategy=Top-52025.020.109—
IPCW (KM)Feature Selection Strategy=Top-102025.020.109—
IPCW (CoxPH)Feature Selection Strategy=Top-102025.020.109—
Dep (CG)Feature Selection Strategy=Top-102025.020.109—
Dep (KM)Feature Selection Strategy=Original2025.020.111—
Dep (KM)Feature Selection Strategy=Top-102025.020.111—
Dep (KM)Feature Selection Strategy=Top-52025.020.112—
Dep (CG)UWFeature Selection Strategy=Rand. 25%2025.020.125—
Dep (CG)Feature Selection Strategy=Rand. 25%2025.020.141—
IPCW (KM)Feature Selection Strategy=Rand. 25%2025.020.142—
IPCW (CoxPH)Feature Selection Strategy=Rand. 25%2025.020.142—
Dep (KM)Feature Selection Strategy=Rand. 25%2025.020.145—