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IBS Estimation on Employee

10Mean Absolute Estimation ErrorIPCW (CoxPH)
9.75611.40313.0514.697Feb 26, 2025

Evaluation results

MethodLinks
IPCW (CoxPH)Feature Selection Strategy=Original2025.0210—
IPCW (CoxPH)Feature Selection Strategy=Top-102025.0210.1—
IPCW (CoxPH)Feature Selection Strategy=Top-52025.0210.3—
IPCW (CoxPH)Feature Selection Strategy=Rand. 25%2025.0211—
Dep (CG)Feature Selection Strategy=Rand. 25%2025.0212—
Dep (KM)Feature Selection Strategy=Rand. 25%2025.0213.7—
Dep (KM)Feature Selection Strategy=Top-102025.0214.7—
Dep (CG)UWFeature Selection Strategy=Rand. 25%2025.0214.7—
Dep (KM)Feature Selection Strategy=Original2025.0214.8—
Dep (KM)Feature Selection Strategy=Top-52025.0214.9—
IPCW (KM)Feature Selection Strategy=Original2025.0215.2—
Dep (CG)UWFeature Selection Strategy=Original2025.0215.2—
IPCW (KM)Feature Selection Strategy=Top-102025.0215.2—
Dep (CG)UWFeature Selection Strategy=Top-102025.0215.2—
Dep (CG)Feature Selection Strategy=Top-102025.0215.3—
Dep (CG)Feature Selection Strategy=Original2025.0215.4—
Dep (CG)UWFeature Selection Strategy=Top-52025.0215.4—
IPCW (KM)Feature Selection Strategy=Top-52025.0215.5—
Dep (CG)Feature Selection Strategy=Top-52025.0215.6—
IPCW (KM)Feature Selection Strategy=Rand. 25%2025.0216.1—