IBS Estimation on Churn
0.111Mean Absolute Error (MAE)IPCW (CoxPH)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| IPCW (CoxPH)Feature Selection Strategy=Top-102025.02 | 0.111 | — | |
| IPCW (CoxPH)Feature Selection Strategy=Top-52025.02 | 0.114 | — | |
| IPCW (CoxPH)Feature Selection Strategy=Original2025.02 | 0.115 | — | |
| IPCW (KM)Feature Selection Strategy=Original2025.02 | 0.117 | — | |
| Dep (CG)Feature Selection Strategy=Rand. 25%2025.02 | 0.117 | — | |
| Dep (CG)Feature Selection Strategy=Top-52025.02 | 0.119 | — | |
| IPCW (KM)Feature Selection Strategy=Top-102025.02 | 0.119 | — | |
| Dep (KM)Feature Selection Strategy=Original2025.02 | 0.12 | — | |
| Dep (CG)Feature Selection Strategy=Original2025.02 | 0.12 | — | |
| Dep (KM)Feature Selection Strategy=Top-52025.02 | 0.12 | — | |
| IPCW (KM)Feature Selection Strategy=Top-52025.02 | 0.121 | — | |
| Dep (KM)Feature Selection Strategy=Top-102025.02 | 0.121 | — | |
| Dep (CG)Feature Selection Strategy=Top-102025.02 | 0.121 | — | |
| IPCW (CoxPH)Feature Selection Strategy=Rand. 25%2025.02 | 0.122 | — | |
| Dep (CG)UWFeature Selection Strategy=Original2025.02 | 0.124 | — | |
| Dep (CG)UWFeature Selection Strategy=Top-52025.02 | 0.125 | — | |
| Dep (CG)UWFeature Selection Strategy=Top-102025.02 | 0.125 | — | |
| Dep (KM)Feature Selection Strategy=Rand. 25%2025.02 | 0.126 | — | |
| IPCW (KM)Feature Selection Strategy=Rand. 25%2025.02 | 0.129 | — | |
| Dep (CG)UWFeature Selection Strategy=Rand. 25%2025.02 | 0.131 | — |