Forecasting on Subscription Dataset (test)
2.57RMSEEnsemble (Ours)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Ensemble (Ours)Scenario Tested=All scenarios2025.12 | 2.57 | 2.18 | 95 | |
| XGBoostScenario Tested=Premium downgrade2025.12 | 2.93 | 2.4 | 94 | |
| LSTMScenario Tested=Mid-tier uplift2025.12 | 3.21 | 2.84 | 92 | |
| ProphetScenario Tested=Regional pricing2025.12 | 3.45 | 2.95 | 89 | |
| ARIMAScenario Tested=Entry-level discount2025.12 | 4.75 | 3.89 | 81 |