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Case Study

Forecasting Electricity Demand in Khyber Pakhtunkhwa with Gradient-Boosted Trees

A reproducible forecasting pipeline using LightGBM and weather covariates achieves a 6.8% MAPE on hourly demand ΓÇö a practical case study used in our...

Dr. Sarah Ahmed
May 2026 · Data Science

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