Quantile Extreme Gradient Boosting for Uncertainty Quantification

no code implementations • 23 Apr 2023 • Xiaozhe Yin, Masoud Fallah-Shorshani, Rob McConnell, Scott Fruin, Yao-Yi Chiang, Meredith Franklin

For both the simulated and traffic noise datasets, the overall performance of the prediction intervals from QXGBoost were better than other models based on coverage width-based criterion.

Decision Making Prediction Intervals +2