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IBS Estimation on METABRIC

0.047Mean Absolute Estimation ErrorDep (KM)
0.04640.050450.05450.05855Feb 26, 2025

Evaluation results

MethodLinks
Dep (KM)Feature Selection Strategy=Original2025.020.047—
Dep (CG)Feature Selection Strategy=Original2025.020.047—
Dep (KM)Feature Selection Strategy=Top-102025.020.047—
Dep (CG)Feature Selection Strategy=Top-102025.020.047—
Dep (KM)Feature Selection Strategy=Top-52025.020.048—
Dep (CG)Feature Selection Strategy=Top-52025.020.048—
Dep (CG)UWFeature Selection Strategy=Original2025.020.049—
Dep (CG)UWFeature Selection Strategy=Top-52025.020.049—
Dep (CG)UWFeature Selection Strategy=Top-102025.020.049—
Dep (KM)Feature Selection Strategy=Rand. 25%2025.020.049—
Dep (CG)Feature Selection Strategy=Rand. 25%2025.020.049—
Dep (CG)UWFeature Selection Strategy=Rand. 25%2025.020.05—
IPCW (CoxPH)Feature Selection Strategy=Original2025.020.051—
IPCW (CoxPH)Feature Selection Strategy=Top-102025.020.051—
IPCW (CoxPH)Feature Selection Strategy=Rand. 25%2025.020.056—
IPCW (KM)Feature Selection Strategy=Original2025.020.061—
IPCW (CoxPH)Feature Selection Strategy=Top-52025.020.061—
IPCW (KM)Feature Selection Strategy=Top-102025.020.061—
IPCW (KM)Feature Selection Strategy=Rand. 25%2025.020.061—
IPCW (KM)Feature Selection Strategy=Top-52025.020.062—