energy_efficiency
OpenML dataset with id 44960
Author name not available (Why is that?)
Full work available at URL: https://api.openml.org/data/v1/download/22111824/energy_efficiency.arff
Upload date: 22 December 2022
Copyright license: No records found.
Dataset Characteristics
Number of classes: 0
Number of features: 9 (numeric: 9, symbolic: 0 and in total binary: 0 )
Number of instances: 768
Number of instances with missing values: 0
Number of missing values: 0
Data Description
This dataset looked into assessing the heating load and cooling load requirements of buildings (that is, energy efficiency) as a function of building parameters. Energy analysis is performed using 12 different building shapes simulated in Ecotect. The buildings differ with respect to the glazing area, the glazing area distribution, and the orientation, amongst other parameters. Various settings as functions of the afore-mentioned characteristics are simulated to obtain 768 building shapes (number of observations in the dataset).
Attribute Description
All features describe different properties for the building.
1. *relative_compactness*
2. *surface_area*
3. *wall_area*
4. *roof_area*
5. *overall_height*
6. *orientation*
7. *glazing_area*
8. *glazing_area_distribution*
9. *heating_load* - one possible option for target feature
10. *cooling_load* - one possible option for target feature
This page was built for dataset: energy_efficiency
