基于加权残差聚类的建筑负荷预测区间估计

章超波,刘永政,李宏波,赵阳,张丽珠,王子豪

Weighted residual clustering-based building load prediction interval estimation

Chao-bo ZHANG,Yong-zheng LIU,Hong-bo LI,Yang ZHAO,Li-zhu ZHANG,Zi-hao WANG

表 2 XGBoost模型在训练集和测试集上的精度

Tab.2 Accuracy of XGBoost model on training and testing sets

数据集 MAE/kW RMSE/kW R2 CV-RMSE/% 训练集 321.44 531.52 0.94 15.93 测试集 366.15 616.83 0.92 15.74