Climatization and luminosity optimization of buildings using genetic algorithm, random forest, and regression models

Energy Informatics

Table 3 Target precision of the trained classification models

Target/Model	Random Forest	Decision Tree	Gradient Boosting
AirConditionerTemp	0.93	0.95	0.94
ArtificialLightningLight	0.98	0.99	0.99
OpenDoors	0.92	0.91	0.94
OpenWindows	0.94	0.94	0.95
OpenBlinds_1	0.93	0.93	0.94
OpenBlinds_2	0.96	0.92	0.96