Ranking Building Design and Operation Parameters for Residential Heating Demand Forecasting with Machine Learning - ASSOCIATED RESEARCH DATA

The results of the 24 machine-learning models are presented in this dataset. The spreadsheets display the results of the three algorithms, both with optimized parameters and with default settings. The first spreadsheet pertains to the Random Forest results, the second to XGBoost, and the third to Extra Trees.本数据集收录了24个机器学习模型的实验结果。各电子表格展示了三种算法在参数优化与默认设置下的运行结果。其中第一张电子表格对应随机森林（Random Forest）的实验结果，第二张对应XGBoost，第三张对应极端随机树（Extra Trees）。