Brier score averaged by month across the three time horizons using the ensemble model with five different threshold definitions, aggregated across the Mekong Delta Region districts, 2012-2016.

مواد مشابهة

• Observed vs. forecasted dengue cases (mean and 95% predictive interval) using the ensemble model, by time horizon, aggregated across the Mekong Delta Region districts, 2012-2016.
  حسب: Wala Draidi Areed (16806677)
  منشور في: (2025)
• Comparison of performance metrics for the baseline (reference model), the ensemble model, and the five individual models included in the ensemble across forecast horizons of 1 to 3 months, aggregated across the Mekong Delta Region districts, 2012-2016.
  حسب: Wala Draidi Areed (16806677)
  منشور في: (2025)
• Performance metrics for the baseline (Reference) model, the ensemble model, and the five individual models included in the ensemble across forecast horizons of 1 to 3 months, Mekong Delta Region, during the 2017-2022 out-of-sample evaluation period.
  حسب: Wala Draidi Areed (16806677)
  منشور في: (2025)
• Summary of model performance metrics and features for dengue incidence prediction three months in advance for the baseline model, the ensemble model, and the five individual models included in the ensemble, aggregated across the Mekong Delta Region districts, 2012-2016. Lower CRPS indicates better accuracy, while bias closer to zero suggests closer alignment with observed values, and lower diffuseness reflects more precise predictions. Weight is the weight each of the five individual models contributed to the ensemble.
  حسب: Wala Draidi Areed (16806677)
  منشور في: (2025)
• Time-series plot of predicted dengue cases from the top five individual models compared to observed cases (2017-2022).
  حسب: Wala Draidi Areed (16806677)
  منشور في: (2025)