Forecast of severe acute malnutrition using IPC SAM scale.

مواد مشابهة

• Stratification across the IPC AMN scale.
  حسب: Girmaw Abebe Tadesse (11358420)
  منشور في: (2025)
• Analysis of observed malnutrition outcomes.
  حسب: Girmaw Abebe Tadesse (11358420)
  منشور في: (2025)
• Aggregated forecast of severe acute malnutrition.
  حسب: Girmaw Abebe Tadesse (11358420)
  منشور في: (2025)
• The ML models, Logistic Regression (LR) and Gradient Boosting (GB) models, outperformed Window Average (WA) model across the IPC AMN categories. All models achieved an AUC >0.9 for forecasting extreme malnutrition risk (). The WA model struggled in the lower ranges of the IPC AMN scale, particularly in the [10%, 15%) range, whereas the GB model performed consistently well across the ranges.
  حسب: Girmaw Abebe Tadesse (11358420)
  منشور في: (2025)
• Our framework for forecasting acute malnutrition rates at the sub-county level in Kenya.
  حسب: Girmaw Abebe Tadesse (11358420)
  منشور في: (2025)