Probabilistic electrical power demand forecasting with uncertainty quantification
Across all power-consumption zones, NGBoost demonstrates superior probabilistic forecasting performance, achieving the lowest MAE and RMSE while providing well-calibrated uncertainty estimates with high prediction-interval coverage and reasonably narrow intervals.
Mahesh Neupane, Pragya Dhungana, Pradip Khatri et al.
· 0 citations