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IBS Estimation on SEER liver

0.092Mean Absolute Estimation Error (MAE)Dep (CG)UW
0.08780.116150.14450.17285Feb 26, 2025

Evaluation results

MethodLinks
Dep (CG)UWFeature Selection Strategy=Original2025.020.092—
Dep (CG)UWFeature Selection Strategy=Top-102025.020.093—
Dep (CG)UWFeature Selection Strategy=Top-52025.020.096—
IPCW (CoxPH)Feature Selection Strategy=Original2025.020.097—
IPCW (CoxPH)Feature Selection Strategy=Top-102025.020.097—
Dep (CG)UWFeature Selection Strategy=Rand. 25%2025.020.098—
IPCW (KM)Feature Selection Strategy=Top-102025.020.103—
IPCW (KM)Feature Selection Strategy=Original2025.020.104—
Dep (CG)Feature Selection Strategy=Original2025.020.106—
Dep (CG)Feature Selection Strategy=Top-102025.020.107—
IPCW (KM)Feature Selection Strategy=Top-52025.020.109—
IPCW (CoxPH)Feature Selection Strategy=Top-52025.020.109—
Dep (CG)Feature Selection Strategy=Rand. 25%2025.020.109—
Dep (CG)Feature Selection Strategy=Top-52025.020.111—
Dep (KM)Feature Selection Strategy=Original2025.020.118—
Dep (KM)Feature Selection Strategy=Top-102025.020.118—
Dep (KM)Feature Selection Strategy=Top-52025.020.12—
Dep (KM)Feature Selection Strategy=Rand. 25%2025.020.127—
IPCW (KM)Feature Selection Strategy=Rand. 25%2025.020.128—
IPCW (CoxPH)Feature Selection Strategy=Rand. 25%2025.020.197—